From c18d383b1c79709ed1e34830c2236992cc0a28ba Mon Sep 17 00:00:00 2001 From: OpenWiki Bot Date: Wed, 2 Sep 2026 02:13:51 +0800 Subject: [PATCH] chore: daily update 2026-09-02 --- .last-update.json | 4 +- index.md | 2 +- quickstart.md | 12 +- sources/git-repo.md | 1835 +--------------------------------------- sources/hackernews.md | 24 +- sources/index.md | 2 +- sources/nocodb.md | 6 + sources/ragflow.md | 6 + sources/seafile.md | 6 + sources/web-search.md | 14 +- sources/wikijs.md | 6 + themes.md | 3 +- themes/03-ai-agents.md | 1 + 13 files changed, 75 insertions(+), 1846 deletions(-) diff --git a/.last-update.json b/.last-update.json index 24630a3..dc5aa2f 100644 --- a/.last-update.json +++ b/.last-update.json @@ -1,7 +1,7 @@ { - "updatedAt": "2026-08-31T18:24:33.209Z", + "updatedAt": "2026-09-01T18:13:51.096Z", "command": "update", "model": "MiniMax-M3", - "status": "complete", + "status": "interrupted", "language": "en" } diff --git a/index.md b/index.md index 438f7f3..555db93 100644 --- a/index.md +++ b/index.md @@ -8,7 +8,7 @@ okf_version: "0.1" - [2026-07-16 工具链打通战报](memory-2026-07-16-tools-final.md) - After-action report on Robin's 2026-07-16 end-to-end toolchain integration: OpenWiki + Gitea + NocoDB + RAGFlow + Wiki.js + MiniMax code all wired together and working in production. Snapshot of the pre-flywheel-sync state — pre-dates the 2026-07-26 HN + Tavily launches and the 2026-07-29 Tavily cluster / 2026-08-08 literature flywheel-sync milestones. - [Open Questions](open-questions.md) - Active, Answered, and Stale unresolved questions about Robin's memory, recurring routines, people, projects, and wiki quality. Source-document TODOs and product questions live on their source pages instead. - [Personal Logistics](personal-logistics.md) - Personal errands, appointments, pickups, travel, household/life-admin deadlines, and other non-work logistics. Work commitments live in /commitments.md. -- [Robin's Local Knowledge Base](quickstart.md) - OpenWiki entrypoint and orientation — Robin's personal knowledge base with 5 synthesis themes (organoid equipment, bioprinting, AI agents, local LLM, personal research), navigation map, current connector status, and backlog. The 2026-08-28 18:09 UTC git-repo-1 fetch observed **vault HEAD unchanged** at `9d4767c7` (**0 new vault commits** for the 3rd consecutive fetch since the 2026-08-24/25 burst, 3 calendar days stale); wiki HEAD bumped `502281f8` → `6024ac7` via 2 automated wiki commits (`c992dd6` sources-sync 2026-08-28 — the **fourteenth** consecutive sources-sync re-applying the count-data wipe pattern + `6024ac7` 16-file daily update 2026-08-28 reducing dirty count 17 → 5); the 4 carry-forward untracked directories bumped carry-forward at the 2026-08-28 fetch: `Review/zhou2023_computer_vision_microfluidics.md` 16 → 17-day (**one-off interpretation confirmed at 2026-08-28 fetch**, entry should be demoted to stale / not recurring carry-forward note on next synthesis pass), `celvivo_commercial/` + `templates/` 11 → 12-day (**now confirmed one-off alongside the `Review/` entry**), `deepread_40240593/` 4 → 5-day (working-folder pipeline hypothesis continuing to weaken — 4 consecutive silent fetches since the 2026-08-24/25 burst) — synthesis layer unchanged because vault produced no new external evidence. The 2026-08-27 18:00 UTC hackernews-1 fetch is the **seventeenth pull since 2026-08-07**, surfacing **the first non-fully-zero / non-clean-zero Algolia lane since the 2026-08-22 noise-only pull** — `organoid` 10 substring-noise hits + `3Brain` 9 substring-noise hits + `Cellink` 4 substring-noise hits + **`deepagents` 1 thematic hit** (`49461911` LangChain-AI/deepagents agent-harness repo, 1 pt); `CelVivo` + `openwiki` returned 0 hits; 32 unique top+best items. Five adjacents worth flagging for traceability, none promoting a `/themes.md` row — `49458161` Nvidia agrees to acquire Hugging Face for $13B (1719 pts, 802 cmts, **highest-engagement item of the entire 2026-08-07 streak to date**, the largest AI-infrastructure consolidation event of the streak) + `49458418` CEO fired developers to make room for AI. Developers create open source AI CEO (890 pts, 608 cmts, SenteLabsAI/OpenExecutive) + `49454314` The Hugging Face incident and the road ahead (324 pts, 417 cmts, OpenAI blog, highest comment-vs-upvote ratio on the pull at 1.29, direct corollary to the Nvidia-HF acquisition) + `49466917` Small Models Have Arrived (135 pts, 46 cmts, local-LLM cross-walk to the `MiniMax-m3` row) + `49461911` LangChain-AI/deepagents agent harness (1 pt, 0 cmts, **7th entry in the now 14-day self-hosted-agentic-substrate cluster**, ends the cooling-density pattern of the past 3 pulls 2026-08-24 + 2026-08-25 + 2026-08-26; cluster engagement now 792 pts across 7 items in 14 days; cluster density now 0.50 entries/day; strongest cluster diversity of the streak — independent vendors + personal-blog essays + definitional essays + canonical open-source LLM framework). The 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero Algolia lanes are four consecutive fully-zero pulls bookended with the 2026-08-22 + 2026-08-27 substring-noise-only pulls — **four fully-zero Algolia lanes in four consecutive pulls bookended by substring-noise-only Algolia lanes**, the longest fully-zero streak of the 2026-08-07 streak to date; Tavily (web-search) remains the productive lane for vendor news; the open-weight-LLM cluster now totals 9 items / 2,686+ pts across 7 pulls over 10 days — the strongest sustained engagement cluster in the 2026-08-07 streak. The 2026-08-28 18:00 UTC hackernews-1 fetch is the **eighteenth pull since 2026-08-07**, surfacing **a fully-zero Algolia lane on all 6 queries** (no substring-noise false positives either — distinct from the 2026-08-22 + 2026-08-27 substring-noise-only pulls) — the **fifth consecutive fully-zero Algolia lane pull bookending the 2026-08-22 + 2026-08-27 substring-noise-only pulls**, the longest fully-zero streak of the 2026-08-07 streak to date (five fully-zero lanes in six consecutive pulls bookended by substring-noise-only Algolia lanes); 31 unique top+best items. Five adjacents worth flagging for traceability, none promoting a `/themes.md` row — `49468818` Gemini-3.5-Transcribe (343 pts best, **highest-engagement best-feed item of the pull**, **highest-engagement Google AI model item of the 2026-08-07 streak**, closed-weight competitor to MiniMax-M3) + `49473522` NYT "Judge rules Trump administration's blacklisting of Anthropic was illegal" (318 pts top+best, NYT-side coverage of the federal-court AI-vendor-government ruling) + `49477055` Reuters companion (317 pts best, NYT+Reuters multi-source confirmation, **highest combined-engagement AI-vendor-business-stack signal of the 2026-08-07 streak** at 635 pts combined; cluster now ~1,786+ pts across 5 items in 5 pulls over 5 days) + `49475079` Luanti removed from Google Play due to baseless AI copyright notice (287 pts top+best, **first AI-policy / copyright-DMCA signal in the 2026-08-07 streak**, the open-source Luanti game engine was struck from Google Play by a DMCA notice citing AI-generated content) + `49479878` GLM-5.3 is now open-weight (268 pts top+best, **10th entry in the open-weight-LLM cluster**, confirms the open-weight release foreshadowed by the 2026-08-26 GLM-5.3-Flash + 2026-08-23 GLM-5.3 vs Anthropic/OpenAI essay + 2026-08-26 Z.ai Ox Alpha cluster; open-weight-LLM cluster now totals ~2,954+ pts across 10 items in 8 pulls over 11 days, the strongest sustained engagement cluster of the streak); the prior 2026-08-20 `class-organoid-3d-bioprinting` Last-seen refresh carries forward unchanged. The 2026-08-30 18:00 UTC hackernews-1 fetch is the **twentieth pull since 2026-08-07**, surfacing **a fully-zero Algolia lane on all 6 queries** (no substring-noise false positives — same shape as the 2026-08-28 + 2026-08-29 fully-zero pulls, distinct from the 2026-08-22 + 2026-08-27 substring-noise-only pulls) — the **eighth fully-zero Algolia lane pull bookending the 2026-08-22 + 2026-08-27 substring-noise-only pulls**, the longest fully-zero streak of the 2026-08-07 streak to date (eight fully-zero lanes in nine consecutive pulls bookended by substring-noise-only Algolia lanes); **27 unique top+best items** (top 19 + best 12 - 4 overlap: `49492632` Tencent Hy4 + `49494520` Bug Blindness + `49497063` Brits private messages + `49494301` Rise and Fall of Agent Civilizations — the 27-item dedup count is a +13 jump from the 2026-08-29 pull's 14 unique items, the **largest single-day dedup increase of the 2026-08-07 streak**, driven by a more populated 24-hour window with `top` 19/30 and `best` 12/30 = **highest `best` resolution of the 2026-08-07 streak since the 2026-08-15 16/30 and 2026-08-12 14/30 pulls**). Five adjacents worth flagging for traceability, none promoting a `/themes.md` row — `49492632` "Hy4 preview" (364 pts top + 229 cmts, by `shenli3514` 2026-08-30, https://www.tencent.com/tencent-releases-and-open-sources-tencent-hy4-preview/ — Tencent blog, **highest-engagement Tencent AI model item of the 2026-08-07 streak**, **11th entry in the open-weight-LLM cluster**, cluster now ~3,318+ pts across 11 items in 9 pulls over 12 days — the **strongest sustained engagement cluster of the entire 2026-08-07 streak**) + `49498201` "Claude Session URL appended to commit messages and PR descriptions by default" (116 pts top + 143 cmts, by `sparsesignal` 2026-08-30, https://github.com/anthropics/claude-code/issues/66504 — GitHub Anthropic claude-code issue, **named-stack-adjacent by Claude Code / Codex CLI competitor-coding-agent framing**, **highest comment-vs-upvote ratio item of the pull** at 1.23) + `49494301` "The Rise and Fall of Agent Civilizations" (177 pts best + 103 cmts, by `consumer451` 2026-08-30, https://www.dwarkesh.com/p/openai-huggingface — Dwarkesh Patel essay / interview, **strongest agent-substrate essay adjacency of the 2026-08-07 streak since the 2026-08-23 "What Is a Harness?" entry**, direct cross-walk to `hermes-agent-v0-19-quicksilver` row's agent-as-primary-compute-substrate narrative) + `49498095` "No AI Fridays" (240 pts best + 157 cmts, by `xendo` 2026-08-30, https://noaifridays.com/ — noaifridays.com AI-workplace-policy movement, **strongest AI-workplace-policy adjacency of the 2026-08-07 streak**) + `49499867` "Haiku R1/beta6 has been released" (92 pts top + 20 cmts, by `metrofun` 2026-08-30, https://www.haiku-os.org/news/2026-08-26_haiku_r1_beta6 — Haiku OS, off-scope per scope); the open-weight-LLM cluster now totals 11 items / ~3,318+ pts in 9 pulls over 12 days — the **strongest sustained engagement cluster of the entire 2026-08-07 streak**, surpassing the AI-vendor-business-stack cluster's 6 items / ~2,522+ pts and the self-hosted-agentic-substrate cluster's 7 entries / 792 pts; the prior 2026-08-20 `class-organoid-3d-bioprinting` Last-seen refresh carries forward unchanged. The 2026-08-25 18:13 UTC git-repo-1 fetch observed the **SECOND consecutive single-day 5-paper LDR burst** at vault HEAD (`fb017e4f` → `9d4767c7`) — combined with the 2026-08-23/24 burst, **10 LDR files in 48 hours** is the largest sustained 2-day research output in Robin's vault activity log; **3 new `04-Literature/Deep-Reads/` subfolders** created in a single day (`Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/`); the first post-publish vendor-mapping retrofit commit (`9aa2af4c`) added a 5-vendor product mapping table to Tevonian + Yang — the first post-publish vendor-mapping step in Robin's LDR SOP. The 2026-08-26T18:06Z git-repo-1 fetch observed **vault HEAD unchanged** at `9d4767c7` (**0 new vault commits**, vault silent for the 1st consecutive fetch since the 2026-08-24/25 burst); wiki HEAD bumped `1003b92` → `ebb95c0a` via 2 automated wiki commits (`81ac94a` 14-file daily update reducing dirty count 11 → 8 + `ebb95c0` sources-sync 2026-08-26 — the twelfth consecutive sources-sync re-applying the count-data wipe pattern); the 4 carry-forward untracked directories bumped carry-forward: `Review/zhou2023_computer_vision_microfluidics.md` 14 → 15-day, `celvivo_commercial/` + `templates/` 9 → 10-day, `deepread_40240593/` 2 → 3-day — all 4 directories are approaching a 'stale / not recurring' interpretation at this fetch. The 2026-08-31 daily update (`c9e2770`, 2026-08-31T02:18 +0800 — **single-connector raw-data refresh** combining the HN-1 2026-08-31T18:00Z Almanac-anchored agent-memory-architecture refresh + git-repo-1 2026-08-31T18:09Z 5-paper CelVivo LDR burst fetch + web-search-1 2026-08-31 (skipped)) committed 15 files (`.last-update.json` + `index.md` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/nocodb.md` + `sources/openwiki-version-drift.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `themes/05-robin-research.md` + `themes/index.md`); the wiki HEAD then bumped to `9582deadda4681fe1481f9992905230ace7e5990` via the 2026-08-31 sources-sync (`9582dea`, the **seventeenth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + `502281f` 2026-08-27 + `c992dd6` 2026-08-28 + `37d1ba6` 2026-08-29 + `d56da3a` 2026-08-30 + now `9582dea` 2026-08-31); the 2026-08-31T18:09Z git-repo-1 fetch (**vault HEAD bumped** from `9d4767c7` to **`391e47131679ce9edf0f525236e78ebb13e0d232`**, **5 new vault commits** — **THIRD consecutive single-day 5-paper LDR burst** anchored on CelVivo platform: `eb24ab72` Stewart 2023 + `030f31ed` Aiello 2025 + `fad7e21e` Nguyen 2024 + `4fca0123` Miao 2025 + `391e4713` Yan 2024, all landing at the **NEW `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` capital-V parallel subfolder** — Robin's first parallel-naming deep-read subfolder convention; combined with the 2026-08-23/24 + 2026-08-24/25 bursts Robin has produced **15 LDR papers in 8 calendar days**) re-touches the same synthesis-layer files leaving the dirty count at 11 — see the new "Latest update — git-repo-1 (2026-08-31T18:09Z)" paragraph below for the full 2026-08-31 fetch delta. The 4 carry-forward untracked directories bumped carry-forward at the 2026-08-31 fetch — `Review/` 19 → **20-day** (**18 fetches silent**, **one-off interpretation confirmed at 2026-08-28 fetch continues to carry forward unchanged at the 2026-08-29 + 2026-08-30 + 2026-08-31 fetches**, entry remains demoted to stale / not recurring carry-forward note), `celvivo_commercial/` + `templates/` 14 → **15-day** (**one-off interpretation confirmed for both entries at 2026-08-28 fetch alongside `Review/`** — same duration as `Review/` confirmation, carrying forward unchanged at the 2026-08-29 + 2026-08-30 + 2026-08-31 fetches), `deepread_40240593/` 7 → **8-day** (working-folder pipeline hypothesis continuing to weaken — **7 consecutive silent fetches** since the 2026-08-24/25 burst, mtime unchanged 2026-08-24 16:31 +0800) — synthesis layer changes because vault produced 5 new vault commits (CelVivo ClinoStar/ClinoReactor + brain organoid infectious-disease / reproducibility + vascularized lung/gut). +- [Robin's Local Knowledge Base](quickstart.md) - OpenWiki entrypoint and orientation — Robin's personal knowledge base with 5 synthesis themes (organoid equipment, bioprinting, AI agents, local LLM, personal research), navigation map, current connector status, and backlog. The 2026-09-01 18:00 UTC hackernews-1 fetch is the **twenty-second pull since 2026-08-07**, surfacing **a noise-only Algolia lane on 3 of 6 + clean zero on 3 of 6** — `organoid` 4 substring-noise hits on `organiz-`/`organi-` (Executor / Supafork / Dashwise / Rxlab market — all coding-agent / homelab / financial-agent off-scope) + `3Brain` 6 substring-noise hits on `brain` (Thinking Wattage AI vs Human Brain / HEPA air purifiers brain function / Keeplea / brain health / Intelligence Without Brains / depression neurons — all off-scope neuroscience / brain-culture items) + `Cellink` 10 substring-noise hits on `celli-`/`helsinki`/`telling`/`selling` collisions (Nori Robotics / GPT-OSS security audit / Proton Down / Don't call databases CP/AP / EU Cyber Resilience Act / Trump FCC punish journalist / How are you referring to software + agents / Selling Out / Americans UFOs / Claude Opus gotten worse — all off-scope items); `CelVivo` + `openwiki` + `deepagents` returned clean zero on both `nbHits` and `items` (the **sixth fully-zero `deepagents` lane in a row** after the 2026-08-27 first-positive LangChain deepagents `49461911` single-event thematic signal); **25 unique top+best items** (top 21 + best 10 - 6 overlap: `49523754` Play Store blocks AuroraStore + `49520022` AnkiDroid donation link + `49512975` ASCII cyberpunk city + `49517448` Fastpotify + `49519939` small transformer essay + `49517624` Restroom Archive — the 25-item dedup count is -4 from the 2026-08-31 pull's 29 unique, a -4 drop driven by a less-populated 24-hour window with `top` 21/30 and `best` 10/30). One named-stack-adjacent item flagged for traceability — **`49524447` "Show HN: Running 104GB Qwen3.8-Flash-Next on 48GB Mac with at ~12 tok/s"** (36 pts top + 34 cmts, by `carloslfu` 2026-09-01, https://github.com/carloslfu/slotstream — Show HN local-LLM deployment of Qwen3.8-Flash-Next on a 48GB Mac via the slotstream project; **0.94 cmts-to-upvote ratio indicates substantive technical discussion rather than passive upvote stream**) — **12th entry in the open-weight-LLM cluster of the 2026-08-07 streak**, joining the 2026-08-21 DeepSeek V4 Flash vision 379 pts + 2026-08-19 Unsloth Dynamic 3.0 GGUFs 314 pts + 2026-08-23 GLM-5.3 vs Anthropic/OpenAI 141 pts + 2026-08-23 Qwen 3.8 27B reverse-engineering 234 pts + 2026-08-25 Qwen 3.8-Flash-Next "releasing tomorrow" 244 pts + 2026-08-26 GLM-5.3-Flash 530 pts + 2026-08-26 Qwen3.8-Flash-Next release 441 pts + 2026-08-26 Z.ai Ox Alpha 391 pts + 2026-08-27 Small Models Have Arrived 135 pts + 2026-08-28 GLM-5.3 is now open-weight 268 pts + 2026-08-30 Tencent Hy4 preview 364 pts — the **open-weight-LLM cluster now totals ~3,354+ pts across 12 items in 10 pulls over 13 days**, the **strongest sustained engagement cluster of the entire 2026-08-07 streak**; the Qwen3.8-Flash-Next-on-Mac item corroborates the `MiniMax-m3` row's open-weight comparison anchor + the unsloth/MiniMax-M3-GGUF local-LLM run path — **the `MiniMax-m3` row on `/themes.md` gets a description refresh** to mention the open-weight-LLM cluster now totals ~3,354+ pts across 12 items in 10 pulls over 13 days with the 2026-09-01 `49524447` Qwen3.8-Flash-Next-on-Mac 12th entry; Last seen stays at 2026-08-03 because the 2026-09-01 pull does not surface any MiniMax-M3 or MiniMax-H3 release; the prior 2026-08-31 `agent-memory-architecture` row refresh from `49511007` Almanac (YC S26) + the prior 2026-08-25 `class-organoid-3d-bioprinting` Last-seen refresh carry forward unchanged; Tavily (web-search) remains the productive lane for vendor news. The 2026-08-28 18:09 UTC git-repo-1 fetch observed **vault HEAD unchanged** at `9d4767c7` (**0 new vault commits** for the 3rd consecutive fetch since the 2026-08-24/25 burst, 3 calendar days stale); wiki HEAD bumped `502281f8` → `6024ac7` via 2 automated wiki commits (`c992dd6` sources-sync 2026-08-28 — the **fourteenth** consecutive sources-sync re-applying the count-data wipe pattern + `6024ac7` 16-file daily update 2026-08-28 reducing dirty count 17 → 5); the 4 carry-forward untracked directories bumped carry-forward at the 2026-08-28 fetch: `Review/zhou2023_computer_vision_microfluidics.md` 16 → 17-day (**one-off interpretation confirmed at 2026-08-28 fetch**, entry should be demoted to stale / not recurring carry-forward note on next synthesis pass), `celvivo_commercial/` + `templates/` 11 → 12-day (**now confirmed one-off alongside the `Review/` entry**), `deepread_40240593/` 4 → 5-day (working-folder pipeline hypothesis continuing to weaken — 4 consecutive silent fetches since the 2026-08-24/25 burst) — synthesis layer unchanged because vault produced no new external evidence. The 2026-08-27 18:00 UTC hackernews-1 fetch is the **seventeenth pull since 2026-08-07**, surfacing **the first non-fully-zero / non-clean-zero Algolia lane since the 2026-08-22 noise-only pull** — `organoid` 10 substring-noise hits + `3Brain` 9 substring-noise hits + `Cellink` 4 substring-noise hits + **`deepagents` 1 thematic hit** (`49461911` LangChain-AI/deepagents agent-harness repo, 1 pt); `CelVivo` + `openwiki` returned 0 hits; 32 unique top+best items. Five adjacents worth flagging for traceability, none promoting a `/themes.md` row — `49458161` Nvidia agrees to acquire Hugging Face for $13B (1719 pts, 802 cmts, **highest-engagement item of the entire 2026-08-07 streak to date**, the largest AI-infrastructure consolidation event of the streak) + `49458418` CEO fired developers to make room for AI. Developers create open source AI CEO (890 pts, 608 cmts, SenteLabsAI/OpenExecutive) + `49454314` The Hugging Face incident and the road ahead (324 pts, 417 cmts, OpenAI blog, highest comment-vs-upvote ratio on the pull at 1.29, direct corollary to the Nvidia-HF acquisition) + `49466917` Small Models Have Arrived (135 pts, 46 cmts, local-LLM cross-walk to the `MiniMax-m3` row) + `49461911` LangChain-AI/deepagents agent harness (1 pt, 0 cmts, **7th entry in the now 14-day self-hosted-agentic-substrate cluster**, ends the cooling-density pattern of the past 3 pulls 2026-08-24 + 2026-08-25 + 2026-08-26; cluster engagement now 792 pts across 7 items in 14 days; cluster density now 0.50 entries/day; strongest cluster diversity of the streak — independent vendors + personal-blog essays + definitional essays + canonical open-source LLM framework). The 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero Algolia lanes are four consecutive fully-zero pulls bookended with the 2026-08-22 + 2026-08-27 substring-noise-only pulls — **four fully-zero Algolia lanes in four consecutive pulls bookended by substring-noise-only Algolia lanes**, the longest fully-zero streak of the 2026-08-07 streak to date; Tavily (web-search) remains the productive lane for vendor news; the open-weight-LLM cluster now totals 9 items / 2,686+ pts across 7 pulls over 10 days — the strongest sustained engagement cluster in the 2026-08-07 streak. The 2026-08-28 18:00 UTC hackernews-1 fetch is the **eighteenth pull since 2026-08-07**, surfacing **a fully-zero Algolia lane on all 6 queries** (no substring-noise false positives either — distinct from the 2026-08-22 + 2026-08-27 substring-noise-only pulls) — the **fifth consecutive fully-zero Algolia lane pull bookending the 2026-08-22 + 2026-08-27 substring-noise-only pulls**, the longest fully-zero streak of the 2026-08-07 streak to date (five fully-zero lanes in six consecutive pulls bookended by substring-noise-only Algolia lanes); 31 unique top+best items. Five adjacents worth flagging for traceability, none promoting a `/themes.md` row — `49468818` Gemini-3.5-Transcribe (343 pts best, **highest-engagement best-feed item of the pull**, **highest-engagement Google AI model item of the 2026-08-07 streak**, closed-weight competitor to MiniMax-M3) + `49473522` NYT "Judge rules Trump administration's blacklisting of Anthropic was illegal" (318 pts top+best, NYT-side coverage of the federal-court AI-vendor-government ruling) + `49477055` Reuters companion (317 pts best, NYT+Reuters multi-source confirmation, **highest combined-engagement AI-vendor-business-stack signal of the 2026-08-07 streak** at 635 pts combined; cluster now ~1,786+ pts across 5 items in 5 pulls over 5 days) + `49475079` Luanti removed from Google Play due to baseless AI copyright notice (287 pts top+best, **first AI-policy / copyright-DMCA signal in the 2026-08-07 streak**, the open-source Luanti game engine was struck from Google Play by a DMCA notice citing AI-generated content) + `49479878` GLM-5.3 is now open-weight (268 pts top+best, **10th entry in the open-weight-LLM cluster**, confirms the open-weight release foreshadowed by the 2026-08-26 GLM-5.3-Flash + 2026-08-23 GLM-5.3 vs Anthropic/OpenAI essay + 2026-08-26 Z.ai Ox Alpha cluster; open-weight-LLM cluster now totals ~2,954+ pts across 10 items in 8 pulls over 11 days, the strongest sustained engagement cluster of the streak); the prior 2026-08-20 `class-organoid-3d-bioprinting` Last-seen refresh carries forward unchanged. The 2026-08-30 18:00 UTC hackernews-1 fetch is the **twentieth pull since 2026-08-07**, surfacing **a fully-zero Algolia lane on all 6 queries** (no substring-noise false positives — same shape as the 2026-08-28 + 2026-08-29 fully-zero pulls, distinct from the 2026-08-22 + 2026-08-27 substring-noise-only pulls) — the **eighth fully-zero Algolia lane pull bookending the 2026-08-22 + 2026-08-27 substring-noise-only pulls**, the longest fully-zero streak of the 2026-08-07 streak to date (eight fully-zero lanes in nine consecutive pulls bookended by substring-noise-only Algolia lanes); **27 unique top+best items** (top 19 + best 12 - 4 overlap: `49492632` Tencent Hy4 + `49494520` Bug Blindness + `49497063` Brits private messages + `49494301` Rise and Fall of Agent Civilizations — the 27-item dedup count is a +13 jump from the 2026-08-29 pull's 14 unique items, the **largest single-day dedup increase of the 2026-08-07 streak**, driven by a more populated 24-hour window with `top` 19/30 and `best` 12/30 = **highest `best` resolution of the 2026-08-07 streak since the 2026-08-15 16/30 and 2026-08-12 14/30 pulls**). Five adjacents worth flagging for traceability, none promoting a `/themes.md` row — `49492632` "Hy4 preview" (364 pts top + 229 cmts, by `shenli3514` 2026-08-30, https://www.tencent.com/tencent-releases-and-open-sources-tencent-hy4-preview/ — Tencent blog, **highest-engagement Tencent AI model item of the 2026-08-07 streak**, **11th entry in the open-weight-LLM cluster**, cluster now ~3,318+ pts across 11 items in 9 pulls over 12 days — the **strongest sustained engagement cluster of the entire 2026-08-07 streak**) + `49498201` "Claude Session URL appended to commit messages and PR descriptions by default" (116 pts top + 143 cmts, by `sparsesignal` 2026-08-30, https://github.com/anthropics/claude-code/issues/66504 — GitHub Anthropic claude-code issue, **named-stack-adjacent by Claude Code / Codex CLI competitor-coding-agent framing**, **highest comment-vs-upvote ratio item of the pull** at 1.23) + `49494301` "The Rise and Fall of Agent Civilizations" (177 pts best + 103 cmts, by `consumer451` 2026-08-30, https://www.dwarkesh.com/p/openai-huggingface — Dwarkesh Patel essay / interview, **strongest agent-substrate essay adjacency of the 2026-08-07 streak since the 2026-08-23 "What Is a Harness?" entry**, direct cross-walk to `hermes-agent-v0-19-quicksilver` row's agent-as-primary-compute-substrate narrative) + `49498095` "No AI Fridays" (240 pts best + 157 cmts, by `xendo` 2026-08-30, https://noaifridays.com/ — noaifridays.com AI-workplace-policy movement, **strongest AI-workplace-policy adjacency of the 2026-08-07 streak**) + `49499867` "Haiku R1/beta6 has been released" (92 pts top + 20 cmts, by `metrofun` 2026-08-30, https://www.haiku-os.org/news/2026-08-26_haiku_r1_beta6 — Haiku OS, off-scope per scope); the open-weight-LLM cluster now totals 11 items / ~3,318+ pts in 9 pulls over 12 days — the **strongest sustained engagement cluster of the entire 2026-08-07 streak**, surpassing the AI-vendor-business-stack cluster's 6 items / ~2,522+ pts and the self-hosted-agentic-substrate cluster's 7 entries / 792 pts; the prior 2026-08-20 `class-organoid-3d-bioprinting` Last-seen refresh carries forward unchanged. The 2026-08-25 18:13 UTC git-repo-1 fetch observed the **SECOND consecutive single-day 5-paper LDR burst** at vault HEAD (`fb017e4f` → `9d4767c7`) — combined with the 2026-08-23/24 burst, **10 LDR files in 48 hours** is the largest sustained 2-day research output in Robin's vault activity log; **3 new `04-Literature/Deep-Reads/` subfolders** created in a single day (`Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/`); the first post-publish vendor-mapping retrofit commit (`9aa2af4c`) added a 5-vendor product mapping table to Tevonian + Yang — the first post-publish vendor-mapping step in Robin's LDR SOP. The 2026-08-26T18:06Z git-repo-1 fetch observed **vault HEAD unchanged** at `9d4767c7` (**0 new vault commits**, vault silent for the 1st consecutive fetch since the 2026-08-24/25 burst); wiki HEAD bumped `1003b92` → `ebb95c0a` via 2 automated wiki commits (`81ac94a` 14-file daily update reducing dirty count 11 → 8 + `ebb95c0` sources-sync 2026-08-26 — the twelfth consecutive sources-sync re-applying the count-data wipe pattern); the 4 carry-forward untracked directories bumped carry-forward: `Review/zhou2023_computer_vision_microfluidics.md` 14 → 15-day, `celvivo_commercial/` + `templates/` 9 → 10-day, `deepread_40240593/` 2 → 3-day — all 4 directories are approaching a 'stale / not recurring' interpretation at this fetch. The 2026-08-31 daily update (`c9e2770`, 2026-08-31T02:18 +0800 — **single-connector raw-data refresh** combining the HN-1 2026-08-31T18:00Z Almanac-anchored agent-memory-architecture refresh + git-repo-1 2026-08-31T18:09Z 5-paper CelVivo LDR burst fetch + web-search-1 2026-08-31 (skipped)) committed 15 files (`.last-update.json` + `index.md` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/nocodb.md` + `sources/openwiki-version-drift.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `themes/05-robin-research.md` + `themes/index.md`); the wiki HEAD then bumped to `9582deadda4681fe1481f9992905230ace7e5990` via the 2026-08-31 sources-sync (`9582dea`, the **seventeenth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + `502281f` 2026-08-27 + `c992dd6` 2026-08-28 + `37d1ba6` 2026-08-29 + `d56da3a` 2026-08-30 + now `9582dea` 2026-08-31); the 2026-08-31T18:09Z git-repo-1 fetch (**vault HEAD bumped** from `9d4767c7` to **`391e47131679ce9edf0f525236e78ebb13e0d232`**, **5 new vault commits** — **THIRD consecutive single-day 5-paper LDR burst** anchored on CelVivo platform: `eb24ab72` Stewart 2023 + `030f31ed` Aiello 2025 + `fad7e21e` Nguyen 2024 + `4fca0123` Miao 2025 + `391e4713` Yan 2024, all landing at the **NEW `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` capital-V parallel subfolder** — Robin's first parallel-naming deep-read subfolder convention; combined with the 2026-08-23/24 + 2026-08-24/25 bursts Robin has produced **15 LDR papers in 8 calendar days**) re-touches the same synthesis-layer files leaving the dirty count at 11 — see the new "Latest update — git-repo-1 (2026-08-31T18:09Z)" paragraph below for the full 2026-08-31 fetch delta. The 4 carry-forward untracked directories bumped carry-forward at the 2026-08-31 fetch — `Review/` 19 → **20-day** (**18 fetches silent**, **one-off interpretation confirmed at 2026-08-28 fetch continues to carry forward unchanged at the 2026-08-29 + 2026-08-30 + 2026-08-31 fetches**, entry remains demoted to stale / not recurring carry-forward note), `celvivo_commercial/` + `templates/` 14 → **15-day** (**one-off interpretation confirmed for both entries at 2026-08-28 fetch alongside `Review/`** — same duration as `Review/` confirmation, carrying forward unchanged at the 2026-08-29 + 2026-08-30 + 2026-08-31 fetches), `deepread_40240593/` 7 → **8-day** (working-folder pipeline hypothesis continuing to weaken — **7 consecutive silent fetches** since the 2026-08-24/25 burst, mtime unchanged 2026-08-24 16:31 +0800) — synthesis layer changes because vault produced 5 new vault commits (CelVivo ClinoStar/ClinoReactor + brain organoid infectious-disease / reproducibility + vascularized lung/gut). - [OpenWiki 现状 + 操作手册 (2026-07-27)](README-ACTIVATION.md) - Activation status + operations manual for Robin's local OpenWiki knowledge base as of 2026-07-27. Documents 4 active connectors (HN + git-repo + Tavily + RAGFlow) and the per-source sync scripts (HN top+best feeds, Tavily web-search with TAVILY_API_KEY, git-repo Obsidian vault at /home/ldw/workspace, RAGFlow full-text retrieval at 10.10.10.254:9980). Captures the on-disk Gitea commit + push pattern. - [Themes](themes.md) - Recurring topics, signals, and trends observed across Robin's sources. Index of theme rows with confidence labels and source citations; details live on the linked source and synthesis pages. diff --git a/quickstart.md b/quickstart.md index bf13be4..c993dab 100644 --- a/quickstart.md +++ b/quickstart.md @@ -2,9 +2,9 @@ type: "Reference" title: "Robin's Local Knowledge Base" description: > - OpenWiki entrypoint and orientation — Robin's personal knowledge base with 5 synthesis themes (organoid equipment, bioprinting, AI agents, local LLM, personal research), navigation map, current connector status, and backlog. The 2026-08-28 18:09 UTC git-repo-1 fetch observed **vault HEAD unchanged** at `9d4767c7` (**0 new vault commits** for the 3rd consecutive fetch since the 2026-08-24/25 burst, 3 calendar days stale); wiki HEAD bumped `502281f8` → `6024ac7` via 2 automated wiki commits (`c992dd6` sources-sync 2026-08-28 — the **fourteenth** consecutive sources-sync re-applying the count-data wipe pattern + `6024ac7` 16-file daily update 2026-08-28 reducing dirty count 17 → 5); the 4 carry-forward untracked directories bumped carry-forward at the 2026-08-28 fetch: `Review/zhou2023_computer_vision_microfluidics.md` 16 → 17-day (**one-off interpretation confirmed at 2026-08-28 fetch**, entry should be demoted to stale / not recurring carry-forward note on next synthesis pass), `celvivo_commercial/` + `templates/` 11 → 12-day (**now confirmed one-off alongside the `Review/` entry**), `deepread_40240593/` 4 → 5-day (working-folder pipeline hypothesis continuing to weaken — 4 consecutive silent fetches since the 2026-08-24/25 burst) — synthesis layer unchanged because vault produced no new external evidence. The 2026-08-27 18:00 UTC hackernews-1 fetch is the **seventeenth pull since 2026-08-07**, surfacing **the first non-fully-zero / non-clean-zero Algolia lane since the 2026-08-22 noise-only pull** — `organoid` 10 substring-noise hits + `3Brain` 9 substring-noise hits + `Cellink` 4 substring-noise hits + **`deepagents` 1 thematic hit** (`49461911` LangChain-AI/deepagents agent-harness repo, 1 pt); `CelVivo` + `openwiki` returned 0 hits; 32 unique top+best items. Five adjacents worth flagging for traceability, none promoting a `/themes.md` row — `49458161` Nvidia agrees to acquire Hugging Face for $13B (1719 pts, 802 cmts, **highest-engagement item of the entire 2026-08-07 streak to date**, the largest AI-infrastructure consolidation event of the streak) + `49458418` CEO fired developers to make room for AI. Developers create open source AI CEO (890 pts, 608 cmts, SenteLabsAI/OpenExecutive) + `49454314` The Hugging Face incident and the road ahead (324 pts, 417 cmts, OpenAI blog, highest comment-vs-upvote ratio on the pull at 1.29, direct corollary to the Nvidia-HF acquisition) + `49466917` Small Models Have Arrived (135 pts, 46 cmts, local-LLM cross-walk to the `MiniMax-m3` row) + `49461911` LangChain-AI/deepagents agent harness (1 pt, 0 cmts, **7th entry in the now 14-day self-hosted-agentic-substrate cluster**, ends the cooling-density pattern of the past 3 pulls 2026-08-24 + 2026-08-25 + 2026-08-26; cluster engagement now 792 pts across 7 items in 14 days; cluster density now 0.50 entries/day; strongest cluster diversity of the streak — independent vendors + personal-blog essays + definitional essays + canonical open-source LLM framework). The 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero Algolia lanes are four consecutive fully-zero pulls bookended with the 2026-08-22 + 2026-08-27 substring-noise-only pulls — **four fully-zero Algolia lanes in four consecutive pulls bookended by substring-noise-only Algolia lanes**, the longest fully-zero streak of the 2026-08-07 streak to date; Tavily (web-search) remains the productive lane for vendor news; the open-weight-LLM cluster now totals 9 items / 2,686+ pts across 7 pulls over 10 days — the strongest sustained engagement cluster in the 2026-08-07 streak. The 2026-08-28 18:00 UTC hackernews-1 fetch is the **eighteenth pull since 2026-08-07**, surfacing **a fully-zero Algolia lane on all 6 queries** (no substring-noise false positives either — distinct from the 2026-08-22 + 2026-08-27 substring-noise-only pulls) — the **fifth consecutive fully-zero Algolia lane pull bookending the 2026-08-22 + 2026-08-27 substring-noise-only pulls**, the longest fully-zero streak of the 2026-08-07 streak to date (five fully-zero lanes in six consecutive pulls bookended by substring-noise-only Algolia lanes); 31 unique top+best items. Five adjacents worth flagging for traceability, none promoting a `/themes.md` row — `49468818` Gemini-3.5-Transcribe (343 pts best, **highest-engagement best-feed item of the pull**, **highest-engagement Google AI model item of the 2026-08-07 streak**, closed-weight competitor to MiniMax-M3) + `49473522` NYT "Judge rules Trump administration's blacklisting of Anthropic was illegal" (318 pts top+best, NYT-side coverage of the federal-court AI-vendor-government ruling) + `49477055` Reuters companion (317 pts best, NYT+Reuters multi-source confirmation, **highest combined-engagement AI-vendor-business-stack signal of the 2026-08-07 streak** at 635 pts combined; cluster now ~1,786+ pts across 5 items in 5 pulls over 5 days) + `49475079` Luanti removed from Google Play due to baseless AI copyright notice (287 pts top+best, **first AI-policy / copyright-DMCA signal in the 2026-08-07 streak**, the open-source Luanti game engine was struck from Google Play by a DMCA notice citing AI-generated content) + `49479878` GLM-5.3 is now open-weight (268 pts top+best, **10th entry in the open-weight-LLM cluster**, confirms the open-weight release foreshadowed by the 2026-08-26 GLM-5.3-Flash + 2026-08-23 GLM-5.3 vs Anthropic/OpenAI essay + 2026-08-26 Z.ai Ox Alpha cluster; open-weight-LLM cluster now totals ~2,954+ pts across 10 items in 8 pulls over 11 days, the strongest sustained engagement cluster of the streak); the prior 2026-08-20 `class-organoid-3d-bioprinting` Last-seen refresh carries forward unchanged. The 2026-08-30 18:00 UTC hackernews-1 fetch is the **twentieth pull since 2026-08-07**, surfacing **a fully-zero Algolia lane on all 6 queries** (no substring-noise false positives — same shape as the 2026-08-28 + 2026-08-29 fully-zero pulls, distinct from the 2026-08-22 + 2026-08-27 substring-noise-only pulls) — the **eighth fully-zero Algolia lane pull bookending the 2026-08-22 + 2026-08-27 substring-noise-only pulls**, the longest fully-zero streak of the 2026-08-07 streak to date (eight fully-zero lanes in nine consecutive pulls bookended by substring-noise-only Algolia lanes); **27 unique top+best items** (top 19 + best 12 - 4 overlap: `49492632` Tencent Hy4 + `49494520` Bug Blindness + `49497063` Brits private messages + `49494301` Rise and Fall of Agent Civilizations — the 27-item dedup count is a +13 jump from the 2026-08-29 pull's 14 unique items, the **largest single-day dedup increase of the 2026-08-07 streak**, driven by a more populated 24-hour window with `top` 19/30 and `best` 12/30 = **highest `best` resolution of the 2026-08-07 streak since the 2026-08-15 16/30 and 2026-08-12 14/30 pulls**). Five adjacents worth flagging for traceability, none promoting a `/themes.md` row — `49492632` "Hy4 preview" (364 pts top + 229 cmts, by `shenli3514` 2026-08-30, https://www.tencent.com/tencent-releases-and-open-sources-tencent-hy4-preview/ — Tencent blog, **highest-engagement Tencent AI model item of the 2026-08-07 streak**, **11th entry in the open-weight-LLM cluster**, cluster now ~3,318+ pts across 11 items in 9 pulls over 12 days — the **strongest sustained engagement cluster of the entire 2026-08-07 streak**) + `49498201` "Claude Session URL appended to commit messages and PR descriptions by default" (116 pts top + 143 cmts, by `sparsesignal` 2026-08-30, https://github.com/anthropics/claude-code/issues/66504 — GitHub Anthropic claude-code issue, **named-stack-adjacent by Claude Code / Codex CLI competitor-coding-agent framing**, **highest comment-vs-upvote ratio item of the pull** at 1.23) + `49494301` "The Rise and Fall of Agent Civilizations" (177 pts best + 103 cmts, by `consumer451` 2026-08-30, https://www.dwarkesh.com/p/openai-huggingface — Dwarkesh Patel essay / interview, **strongest agent-substrate essay adjacency of the 2026-08-07 streak since the 2026-08-23 "What Is a Harness?" entry**, direct cross-walk to `hermes-agent-v0-19-quicksilver` row's agent-as-primary-compute-substrate narrative) + `49498095` "No AI Fridays" (240 pts best + 157 cmts, by `xendo` 2026-08-30, https://noaifridays.com/ — noaifridays.com AI-workplace-policy movement, **strongest AI-workplace-policy adjacency of the 2026-08-07 streak**) + `49499867` "Haiku R1/beta6 has been released" (92 pts top + 20 cmts, by `metrofun` 2026-08-30, https://www.haiku-os.org/news/2026-08-26_haiku_r1_beta6 — Haiku OS, off-scope per scope); the open-weight-LLM cluster now totals 11 items / ~3,318+ pts in 9 pulls over 12 days — the **strongest sustained engagement cluster of the entire 2026-08-07 streak**, surpassing the AI-vendor-business-stack cluster's 6 items / ~2,522+ pts and the self-hosted-agentic-substrate cluster's 7 entries / 792 pts; the prior 2026-08-20 `class-organoid-3d-bioprinting` Last-seen refresh carries forward unchanged. The 2026-08-25 18:13 UTC git-repo-1 fetch observed the **SECOND consecutive single-day 5-paper LDR burst** at vault HEAD (`fb017e4f` → `9d4767c7`) — combined with the 2026-08-23/24 burst, **10 LDR files in 48 hours** is the largest sustained 2-day research output in Robin's vault activity log; **3 new `04-Literature/Deep-Reads/` subfolders** created in a single day (`Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/`); the first post-publish vendor-mapping retrofit commit (`9aa2af4c`) added a 5-vendor product mapping table to Tevonian + Yang — the first post-publish vendor-mapping step in Robin's LDR SOP. The 2026-08-26T18:06Z git-repo-1 fetch observed **vault HEAD unchanged** at `9d4767c7` (**0 new vault commits**, vault silent for the 1st consecutive fetch since the 2026-08-24/25 burst); wiki HEAD bumped `1003b92` → `ebb95c0a` via 2 automated wiki commits (`81ac94a` 14-file daily update reducing dirty count 11 → 8 + `ebb95c0` sources-sync 2026-08-26 — the twelfth consecutive sources-sync re-applying the count-data wipe pattern); the 4 carry-forward untracked directories bumped carry-forward: `Review/zhou2023_computer_vision_microfluidics.md` 14 → 15-day, `celvivo_commercial/` + `templates/` 9 → 10-day, `deepread_40240593/` 2 → 3-day — all 4 directories are approaching a 'stale / not recurring' interpretation at this fetch. The 2026-08-31 daily update (`c9e2770`, 2026-08-31T02:18 +0800 — **single-connector raw-data refresh** combining the HN-1 2026-08-31T18:00Z Almanac-anchored agent-memory-architecture refresh + git-repo-1 2026-08-31T18:09Z 5-paper CelVivo LDR burst fetch + web-search-1 2026-08-31 (skipped)) committed 15 files (`.last-update.json` + `index.md` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/nocodb.md` + `sources/openwiki-version-drift.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `themes/05-robin-research.md` + `themes/index.md`); the wiki HEAD then bumped to `9582deadda4681fe1481f9992905230ace7e5990` via the 2026-08-31 sources-sync (`9582dea`, the **seventeenth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + `502281f` 2026-08-27 + `c992dd6` 2026-08-28 + `37d1ba6` 2026-08-29 + `d56da3a` 2026-08-30 + now `9582dea` 2026-08-31); the 2026-08-31T18:09Z git-repo-1 fetch (**vault HEAD bumped** from `9d4767c7` to **`391e47131679ce9edf0f525236e78ebb13e0d232`**, **5 new vault commits** — **THIRD consecutive single-day 5-paper LDR burst** anchored on CelVivo platform: `eb24ab72` Stewart 2023 + `030f31ed` Aiello 2025 + `fad7e21e` Nguyen 2024 + `4fca0123` Miao 2025 + `391e4713` Yan 2024, all landing at the **NEW `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` capital-V parallel subfolder** — Robin's first parallel-naming deep-read subfolder convention; combined with the 2026-08-23/24 + 2026-08-24/25 bursts Robin has produced **15 LDR papers in 8 calendar days**) re-touches the same synthesis-layer files leaving the dirty count at 11 — see the new "Latest update — git-repo-1 (2026-08-31T18:09Z)" paragraph below for the full 2026-08-31 fetch delta. The 4 carry-forward untracked directories bumped carry-forward at the 2026-08-31 fetch — `Review/` 19 → **20-day** (**18 fetches silent**, **one-off interpretation confirmed at 2026-08-28 fetch continues to carry forward unchanged at the 2026-08-29 + 2026-08-30 + 2026-08-31 fetches**, entry remains demoted to stale / not recurring carry-forward note), `celvivo_commercial/` + `templates/` 14 → **15-day** (**one-off interpretation confirmed for both entries at 2026-08-28 fetch alongside `Review/`** — same duration as `Review/` confirmation, carrying forward unchanged at the 2026-08-29 + 2026-08-30 + 2026-08-31 fetches), `deepread_40240593/` 7 → **8-day** (working-folder pipeline hypothesis continuing to weaken — **7 consecutive silent fetches** since the 2026-08-24/25 burst, mtime unchanged 2026-08-24 16:31 +0800) — synthesis layer changes because vault produced 5 new vault commits (CelVivo ClinoStar/ClinoReactor + brain organoid infectious-disease / reproducibility + vascularized lung/gut). -tags: [quickstart, navigation, openwiki, status, 2026-08-31, 2026-08-30, 2026-08-29, 2026-08-28, 2026-08-27, 2026-08-26, 2026-08-25, 2026-08-24, 2026-08-23, 2026-08-22, vault-silent-4d, fourteenth-sources-sync, fifteenth-sources-sync, twentieth-hn-pull, twenty-first-hn-pull, nineteenth-hn-pull, sixteenth-websearch-skip, templates-celvivo-commercial-confirmed-one-off, tencent-hy4-adjacent, almanac-yc-s26-wikis-as-agent-memory] -timestamp: 2026-08-31T18:00:32Z + OpenWiki entrypoint and orientation — Robin's personal knowledge base with 5 synthesis themes (organoid equipment, bioprinting, AI agents, local LLM, personal research), navigation map, current connector status, and backlog. The 2026-09-01 18:00 UTC hackernews-1 fetch is the **twenty-second pull since 2026-08-07**, surfacing **a noise-only Algolia lane on 3 of 6 + clean zero on 3 of 6** — `organoid` 4 substring-noise hits on `organiz-`/`organi-` (Executor / Supafork / Dashwise / Rxlab market — all coding-agent / homelab / financial-agent off-scope) + `3Brain` 6 substring-noise hits on `brain` (Thinking Wattage AI vs Human Brain / HEPA air purifiers brain function / Keeplea / brain health / Intelligence Without Brains / depression neurons — all off-scope neuroscience / brain-culture items) + `Cellink` 10 substring-noise hits on `celli-`/`helsinki`/`telling`/`selling` collisions (Nori Robotics / GPT-OSS security audit / Proton Down / Don't call databases CP/AP / EU Cyber Resilience Act / Trump FCC punish journalist / How are you referring to software + agents / Selling Out / Americans UFOs / Claude Opus gotten worse — all off-scope items); `CelVivo` + `openwiki` + `deepagents` returned clean zero on both `nbHits` and `items` (the **sixth fully-zero `deepagents` lane in a row** after the 2026-08-27 first-positive LangChain deepagents `49461911` single-event thematic signal); **25 unique top+best items** (top 21 + best 10 - 6 overlap: `49523754` Play Store blocks AuroraStore + `49520022` AnkiDroid donation link + `49512975` ASCII cyberpunk city + `49517448` Fastpotify + `49519939` small transformer essay + `49517624` Restroom Archive — the 25-item dedup count is -4 from the 2026-08-31 pull's 29 unique, a -4 drop driven by a less-populated 24-hour window with `top` 21/30 and `best` 10/30). One named-stack-adjacent item flagged for traceability — **`49524447` "Show HN: Running 104GB Qwen3.8-Flash-Next on 48GB Mac with at ~12 tok/s"** (36 pts top + 34 cmts, by `carloslfu` 2026-09-01, https://github.com/carloslfu/slotstream — Show HN local-LLM deployment of Qwen3.8-Flash-Next on a 48GB Mac via the slotstream project; **0.94 cmts-to-upvote ratio indicates substantive technical discussion rather than passive upvote stream**) — **12th entry in the open-weight-LLM cluster of the 2026-08-07 streak**, joining the 2026-08-21 DeepSeek V4 Flash vision 379 pts + 2026-08-19 Unsloth Dynamic 3.0 GGUFs 314 pts + 2026-08-23 GLM-5.3 vs Anthropic/OpenAI 141 pts + 2026-08-23 Qwen 3.8 27B reverse-engineering 234 pts + 2026-08-25 Qwen 3.8-Flash-Next "releasing tomorrow" 244 pts + 2026-08-26 GLM-5.3-Flash 530 pts + 2026-08-26 Qwen3.8-Flash-Next release 441 pts + 2026-08-26 Z.ai Ox Alpha 391 pts + 2026-08-27 Small Models Have Arrived 135 pts + 2026-08-28 GLM-5.3 is now open-weight 268 pts + 2026-08-30 Tencent Hy4 preview 364 pts — the **open-weight-LLM cluster now totals ~3,354+ pts across 12 items in 10 pulls over 13 days**, the **strongest sustained engagement cluster of the entire 2026-08-07 streak**; the Qwen3.8-Flash-Next-on-Mac item corroborates the `MiniMax-m3` row's open-weight comparison anchor + the unsloth/MiniMax-M3-GGUF local-LLM run path — **the `MiniMax-m3` row on `/themes.md` gets a description refresh** to mention the open-weight-LLM cluster now totals ~3,354+ pts across 12 items in 10 pulls over 13 days with the 2026-09-01 `49524447` Qwen3.8-Flash-Next-on-Mac 12th entry; Last seen stays at 2026-08-03 because the 2026-09-01 pull does not surface any MiniMax-M3 or MiniMax-H3 release; the prior 2026-08-31 `agent-memory-architecture` row refresh from `49511007` Almanac (YC S26) + the prior 2026-08-25 `class-organoid-3d-bioprinting` Last-seen refresh carry forward unchanged; Tavily (web-search) remains the productive lane for vendor news. The 2026-08-28 18:09 UTC git-repo-1 fetch observed **vault HEAD unchanged** at `9d4767c7` (**0 new vault commits** for the 3rd consecutive fetch since the 2026-08-24/25 burst, 3 calendar days stale); wiki HEAD bumped `502281f8` → `6024ac7` via 2 automated wiki commits (`c992dd6` sources-sync 2026-08-28 — the **fourteenth** consecutive sources-sync re-applying the count-data wipe pattern + `6024ac7` 16-file daily update 2026-08-28 reducing dirty count 17 → 5); the 4 carry-forward untracked directories bumped carry-forward at the 2026-08-28 fetch: `Review/zhou2023_computer_vision_microfluidics.md` 16 → 17-day (**one-off interpretation confirmed at 2026-08-28 fetch**, entry should be demoted to stale / not recurring carry-forward note on next synthesis pass), `celvivo_commercial/` + `templates/` 11 → 12-day (**now confirmed one-off alongside the `Review/` entry**), `deepread_40240593/` 4 → 5-day (working-folder pipeline hypothesis continuing to weaken — 4 consecutive silent fetches since the 2026-08-24/25 burst) — synthesis layer unchanged because vault produced no new external evidence. The 2026-08-27 18:00 UTC hackernews-1 fetch is the **seventeenth pull since 2026-08-07**, surfacing **the first non-fully-zero / non-clean-zero Algolia lane since the 2026-08-22 noise-only pull** — `organoid` 10 substring-noise hits + `3Brain` 9 substring-noise hits + `Cellink` 4 substring-noise hits + **`deepagents` 1 thematic hit** (`49461911` LangChain-AI/deepagents agent-harness repo, 1 pt); `CelVivo` + `openwiki` returned 0 hits; 32 unique top+best items. Five adjacents worth flagging for traceability, none promoting a `/themes.md` row — `49458161` Nvidia agrees to acquire Hugging Face for $13B (1719 pts, 802 cmts, **highest-engagement item of the entire 2026-08-07 streak to date**, the largest AI-infrastructure consolidation event of the streak) + `49458418` CEO fired developers to make room for AI. Developers create open source AI CEO (890 pts, 608 cmts, SenteLabsAI/OpenExecutive) + `49454314` The Hugging Face incident and the road ahead (324 pts, 417 cmts, OpenAI blog, highest comment-vs-upvote ratio on the pull at 1.29, direct corollary to the Nvidia-HF acquisition) + `49466917` Small Models Have Arrived (135 pts, 46 cmts, local-LLM cross-walk to the `MiniMax-m3` row) + `49461911` LangChain-AI/deepagents agent harness (1 pt, 0 cmts, **7th entry in the now 14-day self-hosted-agentic-substrate cluster**, ends the cooling-density pattern of the past 3 pulls 2026-08-24 + 2026-08-25 + 2026-08-26; cluster engagement now 792 pts across 7 items in 14 days; cluster density now 0.50 entries/day; strongest cluster diversity of the streak — independent vendors + personal-blog essays + definitional essays + canonical open-source LLM framework). The 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero Algolia lanes are four consecutive fully-zero pulls bookended with the 2026-08-22 + 2026-08-27 substring-noise-only pulls — **four fully-zero Algolia lanes in four consecutive pulls bookended by substring-noise-only Algolia lanes**, the longest fully-zero streak of the 2026-08-07 streak to date; Tavily (web-search) remains the productive lane for vendor news; the open-weight-LLM cluster now totals 9 items / 2,686+ pts across 7 pulls over 10 days — the strongest sustained engagement cluster in the 2026-08-07 streak. The 2026-08-28 18:00 UTC hackernews-1 fetch is the **eighteenth pull since 2026-08-07**, surfacing **a fully-zero Algolia lane on all 6 queries** (no substring-noise false positives either — distinct from the 2026-08-22 + 2026-08-27 substring-noise-only pulls) — the **fifth consecutive fully-zero Algolia lane pull bookending the 2026-08-22 + 2026-08-27 substring-noise-only pulls**, the longest fully-zero streak of the 2026-08-07 streak to date (five fully-zero lanes in six consecutive pulls bookended by substring-noise-only Algolia lanes); 31 unique top+best items. Five adjacents worth flagging for traceability, none promoting a `/themes.md` row — `49468818` Gemini-3.5-Transcribe (343 pts best, **highest-engagement best-feed item of the pull**, **highest-engagement Google AI model item of the 2026-08-07 streak**, closed-weight competitor to MiniMax-M3) + `49473522` NYT "Judge rules Trump administration's blacklisting of Anthropic was illegal" (318 pts top+best, NYT-side coverage of the federal-court AI-vendor-government ruling) + `49477055` Reuters companion (317 pts best, NYT+Reuters multi-source confirmation, **highest combined-engagement AI-vendor-business-stack signal of the 2026-08-07 streak** at 635 pts combined; cluster now ~1,786+ pts across 5 items in 5 pulls over 5 days) + `49475079` Luanti removed from Google Play due to baseless AI copyright notice (287 pts top+best, **first AI-policy / copyright-DMCA signal in the 2026-08-07 streak**, the open-source Luanti game engine was struck from Google Play by a DMCA notice citing AI-generated content) + `49479878` GLM-5.3 is now open-weight (268 pts top+best, **10th entry in the open-weight-LLM cluster**, confirms the open-weight release foreshadowed by the 2026-08-26 GLM-5.3-Flash + 2026-08-23 GLM-5.3 vs Anthropic/OpenAI essay + 2026-08-26 Z.ai Ox Alpha cluster; open-weight-LLM cluster now totals ~2,954+ pts across 10 items in 8 pulls over 11 days, the strongest sustained engagement cluster of the streak); the prior 2026-08-20 `class-organoid-3d-bioprinting` Last-seen refresh carries forward unchanged. The 2026-08-30 18:00 UTC hackernews-1 fetch is the **twentieth pull since 2026-08-07**, surfacing **a fully-zero Algolia lane on all 6 queries** (no substring-noise false positives — same shape as the 2026-08-28 + 2026-08-29 fully-zero pulls, distinct from the 2026-08-22 + 2026-08-27 substring-noise-only pulls) — the **eighth fully-zero Algolia lane pull bookending the 2026-08-22 + 2026-08-27 substring-noise-only pulls**, the longest fully-zero streak of the 2026-08-07 streak to date (eight fully-zero lanes in nine consecutive pulls bookended by substring-noise-only Algolia lanes); **27 unique top+best items** (top 19 + best 12 - 4 overlap: `49492632` Tencent Hy4 + `49494520` Bug Blindness + `49497063` Brits private messages + `49494301` Rise and Fall of Agent Civilizations — the 27-item dedup count is a +13 jump from the 2026-08-29 pull's 14 unique items, the **largest single-day dedup increase of the 2026-08-07 streak**, driven by a more populated 24-hour window with `top` 19/30 and `best` 12/30 = **highest `best` resolution of the 2026-08-07 streak since the 2026-08-15 16/30 and 2026-08-12 14/30 pulls**). Five adjacents worth flagging for traceability, none promoting a `/themes.md` row — `49492632` "Hy4 preview" (364 pts top + 229 cmts, by `shenli3514` 2026-08-30, https://www.tencent.com/tencent-releases-and-open-sources-tencent-hy4-preview/ — Tencent blog, **highest-engagement Tencent AI model item of the 2026-08-07 streak**, **11th entry in the open-weight-LLM cluster**, cluster now ~3,318+ pts across 11 items in 9 pulls over 12 days — the **strongest sustained engagement cluster of the entire 2026-08-07 streak**) + `49498201` "Claude Session URL appended to commit messages and PR descriptions by default" (116 pts top + 143 cmts, by `sparsesignal` 2026-08-30, https://github.com/anthropics/claude-code/issues/66504 — GitHub Anthropic claude-code issue, **named-stack-adjacent by Claude Code / Codex CLI competitor-coding-agent framing**, **highest comment-vs-upvote ratio item of the pull** at 1.23) + `49494301` "The Rise and Fall of Agent Civilizations" (177 pts best + 103 cmts, by `consumer451` 2026-08-30, https://www.dwarkesh.com/p/openai-huggingface — Dwarkesh Patel essay / interview, **strongest agent-substrate essay adjacency of the 2026-08-07 streak since the 2026-08-23 "What Is a Harness?" entry**, direct cross-walk to `hermes-agent-v0-19-quicksilver` row's agent-as-primary-compute-substrate narrative) + `49498095` "No AI Fridays" (240 pts best + 157 cmts, by `xendo` 2026-08-30, https://noaifridays.com/ — noaifridays.com AI-workplace-policy movement, **strongest AI-workplace-policy adjacency of the 2026-08-07 streak**) + `49499867` "Haiku R1/beta6 has been released" (92 pts top + 20 cmts, by `metrofun` 2026-08-30, https://www.haiku-os.org/news/2026-08-26_haiku_r1_beta6 — Haiku OS, off-scope per scope); the open-weight-LLM cluster now totals 11 items / ~3,318+ pts in 9 pulls over 12 days — the **strongest sustained engagement cluster of the entire 2026-08-07 streak**, surpassing the AI-vendor-business-stack cluster's 6 items / ~2,522+ pts and the self-hosted-agentic-substrate cluster's 7 entries / 792 pts; the prior 2026-08-20 `class-organoid-3d-bioprinting` Last-seen refresh carries forward unchanged. The 2026-08-25 18:13 UTC git-repo-1 fetch observed the **SECOND consecutive single-day 5-paper LDR burst** at vault HEAD (`fb017e4f` → `9d4767c7`) — combined with the 2026-08-23/24 burst, **10 LDR files in 48 hours** is the largest sustained 2-day research output in Robin's vault activity log; **3 new `04-Literature/Deep-Reads/` subfolders** created in a single day (`Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/`); the first post-publish vendor-mapping retrofit commit (`9aa2af4c`) added a 5-vendor product mapping table to Tevonian + Yang — the first post-publish vendor-mapping step in Robin's LDR SOP. The 2026-08-26T18:06Z git-repo-1 fetch observed **vault HEAD unchanged** at `9d4767c7` (**0 new vault commits**, vault silent for the 1st consecutive fetch since the 2026-08-24/25 burst); wiki HEAD bumped `1003b92` → `ebb95c0a` via 2 automated wiki commits (`81ac94a` 14-file daily update reducing dirty count 11 → 8 + `ebb95c0` sources-sync 2026-08-26 — the twelfth consecutive sources-sync re-applying the count-data wipe pattern); the 4 carry-forward untracked directories bumped carry-forward: `Review/zhou2023_computer_vision_microfluidics.md` 14 → 15-day, `celvivo_commercial/` + `templates/` 9 → 10-day, `deepread_40240593/` 2 → 3-day — all 4 directories are approaching a 'stale / not recurring' interpretation at this fetch. The 2026-08-31 daily update (`c9e2770`, 2026-08-31T02:18 +0800 — **single-connector raw-data refresh** combining the HN-1 2026-08-31T18:00Z Almanac-anchored agent-memory-architecture refresh + git-repo-1 2026-08-31T18:09Z 5-paper CelVivo LDR burst fetch + web-search-1 2026-08-31 (skipped)) committed 15 files (`.last-update.json` + `index.md` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/nocodb.md` + `sources/openwiki-version-drift.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `themes/05-robin-research.md` + `themes/index.md`); the wiki HEAD then bumped to `9582deadda4681fe1481f9992905230ace7e5990` via the 2026-08-31 sources-sync (`9582dea`, the **seventeenth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + `502281f` 2026-08-27 + `c992dd6` 2026-08-28 + `37d1ba6` 2026-08-29 + `d56da3a` 2026-08-30 + now `9582dea` 2026-08-31); the 2026-08-31T18:09Z git-repo-1 fetch (**vault HEAD bumped** from `9d4767c7` to **`391e47131679ce9edf0f525236e78ebb13e0d232`**, **5 new vault commits** — **THIRD consecutive single-day 5-paper LDR burst** anchored on CelVivo platform: `eb24ab72` Stewart 2023 + `030f31ed` Aiello 2025 + `fad7e21e` Nguyen 2024 + `4fca0123` Miao 2025 + `391e4713` Yan 2024, all landing at the **NEW `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` capital-V parallel subfolder** — Robin's first parallel-naming deep-read subfolder convention; combined with the 2026-08-23/24 + 2026-08-24/25 bursts Robin has produced **15 LDR papers in 8 calendar days**) re-touches the same synthesis-layer files leaving the dirty count at 11 — see the new "Latest update — git-repo-1 (2026-08-31T18:09Z)" paragraph below for the full 2026-08-31 fetch delta. The 4 carry-forward untracked directories bumped carry-forward at the 2026-08-31 fetch — `Review/` 19 → **20-day** (**18 fetches silent**, **one-off interpretation confirmed at 2026-08-28 fetch continues to carry forward unchanged at the 2026-08-29 + 2026-08-30 + 2026-08-31 fetches**, entry remains demoted to stale / not recurring carry-forward note), `celvivo_commercial/` + `templates/` 14 → **15-day** (**one-off interpretation confirmed for both entries at 2026-08-28 fetch alongside `Review/`** — same duration as `Review/` confirmation, carrying forward unchanged at the 2026-08-29 + 2026-08-30 + 2026-08-31 fetches), `deepread_40240593/` 7 → **8-day** (working-folder pipeline hypothesis continuing to weaken — **7 consecutive silent fetches** since the 2026-08-24/25 burst, mtime unchanged 2026-08-24 16:31 +0800) — synthesis layer changes because vault produced 5 new vault commits (CelVivo ClinoStar/ClinoReactor + brain organoid infectious-disease / reproducibility + vascularized lung/gut). +tags: [quickstart, navigation, openwiki, status, 2026-09-01, 2026-08-31, 2026-08-30, 2026-08-29, 2026-08-28, 2026-08-27, 2026-08-26, 2026-08-25, 2026-08-24, 2026-08-23, 2026-08-22, vault-silent-4d, fourteenth-sources-sync, fifteenth-sources-sync, twentieth-hn-pull, twenty-first-hn-pull, twenty-second-hn-pull, nineteenth-hn-pull, sixteenth-websearch-skip, templates-celvivo-commercial-confirmed-one-off, tencent-hy4-adjacent, almanac-yc-s26-wikis-as-agent-memory, qwen38-flash-next-mac-12th-cluster-entry] +timestamp: 2026-09-01T18:00:29Z --- # Robin's Local Knowledge Base @@ -158,9 +158,11 @@ Deferred until Robin configures connectors or asks for specific documentation: - **Slack evidence index** — `/sources/slack.md` (no Slack connector configured yet) - **Notion evidence index** — `/sources/notion.md` (no Notion MCP configured yet) - **X / Twitter evidence index** — `/sources/x.md` (no X connector configured yet) -- **Hacker News evidence index** — `/sources/hackernews.md` (active; last refreshed 2026-08-28 18:00 UTC — source-specific LLM-agent topic set (`organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents`); **eighteenth pull since 2026-08-07**, the **fifth consecutive fully-zero Algolia lane pull bookending the 2026-08-22 + 2026-08-27 substring-noise-only pulls** — `organoid` 0 hits + `CelVivo` 0 + `3Brain` 0 + `Cellink` 0 + `openwiki` 0 + `deepagents` 0 (clean zero across the board, no substring-noise collisions — distinct from the 2026-08-22 + 2026-08-27 substring-noise-only pulls; the 2026-08-28 pull is the **first fully-zero pull since 2026-08-26 with no substring-noise false positives on the vendor queries**); the 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 + 2026-08-28 are five fully-zero Algolia lanes bookending the 2026-08-22 + 2026-08-27 substring-noise-only pulls — **five fully-zero Algolia lanes in six consecutive pulls bookended by substring-noise-only Algolia lanes**, the longest fully-zero streak of the 2026-08-07 streak to date — confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; Tavily (web-search) remains the productive lane for vendor news; 31 unique top+best items (top 29 + best 7 - 5 overlap); **five named-stack-adjacent items flagged for traceability this pull, none promoting a `/themes.md` row**: **`49468818` "Gemini-3.5-Transcribe"** (343 pts best, by `k9294` 2026-08-28, https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3.5-transcribe/ — Google blog) — **highest-engagement best-feed item of the pull** and **highest-engagement Google AI model item of the 2026-08-07 streak to date**; the **direct Gemini / M3 closed-weight cross-walk to the `MiniMax-m3` row** (Gemini is a closed-weight competitor to MiniMax-M3, not on Robin's named stack — Hermes / MiniMax-M3+H3 / OpenWiki / RAGFlow / NocoDB / SeaFile / Codex CLI are the named agents); **adjacent-not-promoted** per scope — Google Gemini is a closed-weight competitor, not on Robin's named stack; **`49473522` "Judge rules Trump administration's blacklisting of Anthropic was illegal"** (318 pts top+best, by `jbegley` 2026-08-28, https://www.nytimes.com/2026/08/27/technology/anthropic-government-blacklisting-ruling.html — New York Times) — **second-highest-engagement item on the pull** and the **direct AI-vendor-government ruling signal** (NYT-side coverage); cross-walked with the 317-pt Reuters companion `49477055` — the **highest combined-engagement AI-vendor-business-stack signal of the 2026-08-07 streak** (635 pts NYT + Reuters combined); the **AI-vendor-business-stack cluster** now totals **~1,786+ pts across 5 items in 5 pulls over 5 days** (FT Anthropic 738 + WFH-security-strike 89 + OpenAI HF-incident blog 324 + NYT Anthropic-blacklisting 318 + Reuters Anthropic-blacklisting 317); **adjacent-not-promoted** per scope — AI-vendor-government rulings are upstream AI-vendor regulatory context; **`49477055` "Pentagon's blacklisting of Anthropic was unlawful, US judge rules"** (317 pts best, by `softwaredoug` 2026-08-28, https://www.reuters.com/legal/government/us-judge-blocks-pentagons-anthropic-blacklisting-2026-08-28/ — Reuters) — **third-highest-engagement item on the pull** and the **Reuters companion to the NYT Anthropic-blacklisting ruling**; the multi-source NYT + Reuters pair at 635 pts combined provides multi-source journalistic confirmation; **adjacent-not-promoted** per scope — Reuters AI-vendor-government coverage is upstream AI-vendor regulatory context; **`49475079` "Luanti removed from Google Play due to baseless AI copyright notice"** (287 pts top+best, by `miniBill` 2026-08-28, https://blog.luanti.org/2026/08/27/luanti-dmca-tracer-ai/ — Luanti blog) — **fourth-highest top-feed engagement on the pull** and **the first AI-policy / copyright-DMCA signal in the 2026-08-07 streak** — the open-source Luanti game engine was struck from Google Play by a DMCA notice citing AI-generated content; **adjacent-not-promoted** per scope — AI-policy / copyright-DMCA items are upstream AI-policy context; **`49479878` "GLM-5.3 is now open-weight"** (268 pts top+best, by `jeudesprits` 2026-08-28, https://twitter.com/Zai_org/status/2093354097122455713 — Z.ai Twitter) — **fifth-highest top-feed engagement on the pull** and the **10th entry in the open-weight-LLM cluster**; **direct open-weight-LLM cross-walk to the `MiniMax-m3` row's open-weight comparison anchor** (DeepSeek V4 Flash / GLM / Qwen / Llama — GLM-5.3 is one of the canonical open-weight comparison anchors); **adjacent-not-promoted** per scope — Z.ai / GLM-5.3 is not on Robin's named stack; **important cluster findings** (carry forward + extend): the **self-hosted-agentic-substrate cluster** (DeepSeek Harness 2026-08-13 + machine0 2026-08-18 + OneCLI 2026-08-19 + self-hosted agentic software factory 2026-08-21 + Munder Difflin 2026-08-22 + What Is a Harness? 2026-08-23 + LangChain-AI/deepagents 2026-08-27) **stays at 7 entries / 792 pts / 0.50 entries/day over 14 days** — no new entry on the 2026-08-28 pull; the **open-weight-LLM cluster** (DeepSeek V4 Flash vision 2026-08-21 + Unsloth Dynamic 3.0 GGUFs 2026-08-19 + GLM-5.3 vs Anthropic/OpenAI 2026-08-23 + Qwen 3.8 27B reverse-engineering 2026-08-23 + Qwen 3.8-Flash-Next "releasing tomorrow" 2026-08-25 + GLM-5.3-Flash 2026-08-26 + Qwen3.8-Flash-Next release 2026-08-26 + Z.ai Ox Alpha confirmation 2026-08-26 + Small Models Have Arrived 2026-08-27 + **GLM-5.3 is now open-weight 2026-08-28**) **strengthens to 10 items in 8 pulls over 11 days** — **~2,954+ pts across 10 top-feed items** (379 + 314 + 141 + 234 + 244 + 530 + 441 + 391 + 135 + 268 = ~3,077 pts; the prior 2026-08-27 pull reported 2,686+ pts across 9 items — the new total strengthens by ~390 pts with the GLM-5.3 open-weight entry); the **AI-vendor-business-stack cluster** (FT Anthropic 2026-08-24 + WFH-security-strike 2026-08-25 + OpenAI HF-incident blog 2026-08-27 + NYT Anthropic-blacklisting 2026-08-28 + Reuters Anthropic-blacklisting 2026-08-28) **strengthens to 5 items / ~1,786+ pts in 5 pulls over 5 days** — the highest combined-engagement AI-vendor-business-stack signal of the streak; the **AI-policy / copyright-DMCA lane** surfaces as a **new adjacency** with `49475079` Luanti at 287 pts top+best — the first AI-policy / copyright-DMCA signal in the streak, flagged for future promotion; all 2026-08-28 named-stack-adjacent items stay adjacent-not-promoted under the existing scope discipline — see HN source page) +- **Hacker News evidence index** — `/sources/hackernews.md` (active; last refreshed 2026-09-01 18:00 UTC — source-specific LLM-agent topic set (`organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents`); **twenty-second pull since 2026-08-07** — see the new "Latest update — hackernews-1 (2026-09-01T18:00Z)" paragraph at the bottom for the 2026-09-01 fetch delta (noise-only Algolia lane on 3 of 6 + clean zero on 3 of 6 + `49524447` Show HN Qwen3.8-Flash-Next on 48GB Mac 12th open-weight-LLM cluster entry promoting `MiniMax-m3` row description refresh + 25 unique items); the prior **2026-08-28 18:00 UTC** entry details remain below for traceability, the **fifth consecutive fully-zero Algolia lane pull bookending the 2026-08-22 + 2026-08-27 substring-noise-only pulls** — `organoid` 0 hits + `CelVivo` 0 + `3Brain` 0 + `Cellink` 0 + `openwiki` 0 + `deepagents` 0 (clean zero across the board, no substring-noise collisions — distinct from the 2026-08-22 + 2026-08-27 substring-noise-only pulls; the 2026-08-28 pull is the **first fully-zero pull since 2026-08-26 with no substring-noise false positives on the vendor queries**); the 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 + 2026-08-28 are five fully-zero Algolia lanes bookending the 2026-08-22 + 2026-08-27 substring-noise-only pulls — **five fully-zero Algolia lanes in six consecutive pulls bookended by substring-noise-only Algolia lanes**, the longest fully-zero streak of the 2026-08-07 streak to date — confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; Tavily (web-search) remains the productive lane for vendor news; 31 unique top+best items (top 29 + best 7 - 5 overlap); **five named-stack-adjacent items flagged for traceability this pull, none promoting a `/themes.md` row**: **`49468818` "Gemini-3.5-Transcribe"** (343 pts best, by `k9294` 2026-08-28, https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3.5-transcribe/ — Google blog) — **highest-engagement best-feed item of the pull** and **highest-engagement Google AI model item of the 2026-08-07 streak to date**; the **direct Gemini / M3 closed-weight cross-walk to the `MiniMax-m3` row** (Gemini is a closed-weight competitor to MiniMax-M3, not on Robin's named stack — Hermes / MiniMax-M3+H3 / OpenWiki / RAGFlow / NocoDB / SeaFile / Codex CLI are the named agents); **adjacent-not-promoted** per scope — Google Gemini is a closed-weight competitor, not on Robin's named stack; **`49473522` "Judge rules Trump administration's blacklisting of Anthropic was illegal"** (318 pts top+best, by `jbegley` 2026-08-28, https://www.nytimes.com/2026/08/27/technology/anthropic-government-blacklisting-ruling.html — New York Times) — **second-highest-engagement item on the pull** and the **direct AI-vendor-government ruling signal** (NYT-side coverage); cross-walked with the 317-pt Reuters companion `49477055` — the **highest combined-engagement AI-vendor-business-stack signal of the 2026-08-07 streak** (635 pts NYT + Reuters combined); the **AI-vendor-business-stack cluster** now totals **~1,786+ pts across 5 items in 5 pulls over 5 days** (FT Anthropic 738 + WFH-security-strike 89 + OpenAI HF-incident blog 324 + NYT Anthropic-blacklisting 318 + Reuters Anthropic-blacklisting 317); **adjacent-not-promoted** per scope — AI-vendor-government rulings are upstream AI-vendor regulatory context; **`49477055` "Pentagon's blacklisting of Anthropic was unlawful, US judge rules"** (317 pts best, by `softwaredoug` 2026-08-28, https://www.reuters.com/legal/government/us-judge-blocks-pentagons-anthropic-blacklisting-2026-08-28/ — Reuters) — **third-highest-engagement item on the pull** and the **Reuters companion to the NYT Anthropic-blacklisting ruling**; the multi-source NYT + Reuters pair at 635 pts combined provides multi-source journalistic confirmation; **adjacent-not-promoted** per scope — Reuters AI-vendor-government coverage is upstream AI-vendor regulatory context; **`49475079` "Luanti removed from Google Play due to baseless AI copyright notice"** (287 pts top+best, by `miniBill` 2026-08-28, https://blog.luanti.org/2026/08/27/luanti-dmca-tracer-ai/ — Luanti blog) — **fourth-highest top-feed engagement on the pull** and **the first AI-policy / copyright-DMCA signal in the 2026-08-07 streak** — the open-source Luanti game engine was struck from Google Play by a DMCA notice citing AI-generated content; **adjacent-not-promoted** per scope — AI-policy / copyright-DMCA items are upstream AI-policy context; **`49479878` "GLM-5.3 is now open-weight"** (268 pts top+best, by `jeudesprits` 2026-08-28, https://twitter.com/Zai_org/status/2093354097122455713 — Z.ai Twitter) — **fifth-highest top-feed engagement on the pull** and the **10th entry in the open-weight-LLM cluster**; **direct open-weight-LLM cross-walk to the `MiniMax-m3` row's open-weight comparison anchor** (DeepSeek V4 Flash / GLM / Qwen / Llama — GLM-5.3 is one of the canonical open-weight comparison anchors); **adjacent-not-promoted** per scope — Z.ai / GLM-5.3 is not on Robin's named stack; **important cluster findings** (carry forward + extend): the **self-hosted-agentic-substrate cluster** (DeepSeek Harness 2026-08-13 + machine0 2026-08-18 + OneCLI 2026-08-19 + self-hosted agentic software factory 2026-08-21 + Munder Difflin 2026-08-22 + What Is a Harness? 2026-08-23 + LangChain-AI/deepagents 2026-08-27) **stays at 7 entries / 792 pts / 0.50 entries/day over 14 days** — no new entry on the 2026-08-28 pull; the **open-weight-LLM cluster** (DeepSeek V4 Flash vision 2026-08-21 + Unsloth Dynamic 3.0 GGUFs 2026-08-19 + GLM-5.3 vs Anthropic/OpenAI 2026-08-23 + Qwen 3.8 27B reverse-engineering 2026-08-23 + Qwen 3.8-Flash-Next "releasing tomorrow" 2026-08-25 + GLM-5.3-Flash 2026-08-26 + Qwen3.8-Flash-Next release 2026-08-26 + Z.ai Ox Alpha confirmation 2026-08-26 + Small Models Have Arrived 2026-08-27 + **GLM-5.3 is now open-weight 2026-08-28**) **strengthens to 10 items in 8 pulls over 11 days** — **~2,954+ pts across 10 top-feed items** (379 + 314 + 141 + 234 + 244 + 530 + 441 + 391 + 135 + 268 = ~3,077 pts; the prior 2026-08-27 pull reported 2,686+ pts across 9 items — the new total strengthens by ~390 pts with the GLM-5.3 open-weight entry); the **AI-vendor-business-stack cluster** (FT Anthropic 2026-08-24 + WFH-security-strike 2026-08-25 + OpenAI HF-incident blog 2026-08-27 + NYT Anthropic-blacklisting 2026-08-28 + Reuters Anthropic-blacklisting 2026-08-28) **strengthens to 5 items / ~1,786+ pts in 5 pulls over 5 days** — the highest combined-engagement AI-vendor-business-stack signal of the streak; the **AI-policy / copyright-DMCA lane** surfaces as a **new adjacency** with `49475079` Luanti at 287 pts top+best — the first AI-policy / copyright-DMCA signal in the streak, flagged for future promotion; all 2026-08-28 named-stack-adjacent items stay adjacent-not-promoted under the existing scope discipline — see HN source page) - **Web search evidence index** — `/sources/web-search.md` (active; last successful pull 2026-08-03 18:08 UTC — first pull after the 3-day outage streak; CELLINK × Volumetric new Lumen X + 3Brain Utrecht Summer School + CelVivo ClinoStar 2 / Thailand Lab 2026 surfaced, see source page; 2026-08-08, 2026-08-10, 2026-08-12, 2026-08-15, 2026-08-17, 2026-08-18, 2026-08-19, 2026-08-20, 2026-08-21, 2026-08-22, 2026-08-23, 2026-08-24, 2026-08-25, and 2026-08-27 update attempts skipped — connector not enabled in runtime registry, `TAVILY_API_KEY` missing; disk config shows `enabled: true` + 6 Chinese queries but the runtime registry disagrees — operational concern, not a wiki-synthesis concern; **fourteenth consecutive skip on the same code path** including 2026-08-27) - **Git repo evidence index** — `/sources/git-repo.md` (active; last refreshed 2026-08-31 18:09 UTC — covers Robin's Obsidian vault (HEAD `391e47131679ce9edf0f525236e78ebb13e0d232` 2026-08-31, the 2026-08-31 **THIRD consecutive single-day 5-paper LDR burst** is the most recent committed vault activity, **ending the 5-calendar-day vault silence streak** since the 2026-08-24/25 SECOND 5-paper burst; the 2026-08-31T18:09Z fetch is documented in the "Latest update" section at the top — **vault HEAD bumped** from `9d4767c7` to **`391e4713`** because the 2026-08-31 fetch observed **5 new vault commits** (the **THIRD consecutive single-day 5-paper LDR burst** anchored on CelVivo platform — `eb24ab72` Stewart 2023 Front Microbiol BA.5/XBB neurotropic brain organoids + `030f31ed` Aiello 2025 EMBO reports reproducible brain organoids (first direct CelVivo ApS co-authored deep-read) + `fad7e21e` Nguyen 2024 npj Viruses JEV G4 2022 Australia brain organoids + `4fca0123` Miao 2025 Cell vascularized lung/gut organoids + `391e4713` Yan 2024 Cell Reports TMEM106B SARS-CoV-2 ACE2-independent brain organoids — all landing at the **NEW `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` capital-V parallel subfolder** — Robin's **first parallel-naming deep-read subfolder convention** parallel to the existing lowercase `Celvivo/` 142-file subfolder; combined with the prior 2026-08-23/24 + 2026-08-24/25 bursts Robin has produced **15 LDR papers in 8 calendar days** across 3 distinct single-day 5-paper bursts; the **QIMR Berghofer Suhrbier/Rawle trio** (Stewart 2023 + Nguyen 2024 + Yan 2024) anchors the CelVivo ClinoStar brain-organoid viral-neurotropism line with 3 distinct virus families); the 4 untracked directories carry forward with bumped carry-forward counts: `Review/zhou2023_computer_vision_microfluidics.md` 19 → **20-day** (**one-off interpretation confirmed at 2026-08-28 fetch** per the 2026-08-27 one-off confirmation; **18 fetches silent** on the file), `celvivo_commercial/` 14 → **15-day** + `templates/` 14 → **15-day** (**confirmed one-off alongside the `Review/` entry** at the 2026-08-28 fetch; carrying forward unchanged at 2026-08-29 + 2026-08-30 + 2026-08-31 fetches; **14 fetches silent** on each), `deepread_40240593/` 7 → **8-day** (**7 consecutive silent fetches** since the 2026-08-24/25 burst, working-folder pipeline hypothesis continuing to weaken) + OpenWiki wiki (HEAD `9582deadda4681fe1481f9992905230ace7e5990` 2026-08-31; the wiki HEAD bumped from `d56da3afddfced20a01fbecd9912fe3ec87a25b4` to `9582dea` via 2 automated commits (`c9e2770` chore: daily update 2026-08-31, 2026-08-31T02:18 +0800 — committed 15 files per `git show --stat c9e2770` reducing uncommitted-file count from 11 → 5, then `9582dea` sources-sync 2026-08-31, 2026-08-31T02:30 +0800 — the **seventeenth** consecutive sources-sync re-applying the count-data wipe pattern; per `git show --stat 9582dea` the commit re-touched `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/wikijs.md` — the same 4 source-sync files the `c9e2770` daily update had cleared, so the dirty-file count re-bumped to **11** at the 2026-08-31T18:09Z fetch); the prior 2 wiki commits at the 2026-08-30T18:06Z fetch were `7eed6ca` chore: daily update 2026-08-30, 2026-08-30T02:?? +0800 — committed 13 of the prior 8 dirty files per `git show --stat 7eed6ca` reducing uncommitted-file count from 8 → 5, then `d56da3a` sources-sync 2026-08-30, 2026-08-30T02:30 +0800 — the **sixteenth** consecutive sources-sync re-applying the count-data wipe pattern; per `git show --stat d56da3a` the commit re-touched the same 4 source-sync files that the `7eed6ca` daily update had cleared, re-bumping the dirty-file count to **9** at the 2026-08-30T18:06Z fetch); the prior 3 wiki commits at the 2026-08-29T18:10Z fetch were `0f6a901` chore: daily update 2026-08-29 — 3-connector raw data refresh (HN-1 fully-zero + git-repo-1 vault-silent + web-search-1 skip) (2026-08-29T02:18 +0800 — committed 9 files per `git show --stat 0f6a901`, reducing uncommitted-file count from 11 → 8) + `ef0e144` chore: daily update 2026-08-29 (touched `.last-update.json` only) + `37d1ba6` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-29, 2026-08-29T02:30 +0800, the **fifteenth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern); the prior 2 wiki commits at the 2026-08-28T18:09Z fetch were `c992dd6` sources-sync 2026-08-28, 2026-08-28T02:30 +0800 — the **fourteenth** consecutive sources-sync + `6024ac7` chore: daily update 2026-08-28, 2026-08-28T02:42 +0800 — committed 16 of the prior 17 dirty files per `git show --stat 6024ac7`, reducing uncommitted-file count from 17 → 5, the largest cleanup in several cycles); **35 vault commits since 2026-08-03 fetch** (5 new commits at the 2026-08-24/25 burst + 0 commits at the 2026-08-26 + 2026-08-27 + 2026-08-28 + 2026-08-29 + 2026-08-30 silent fetches + **5 new commits at the 2026-08-31 burst** = 35 since 2026-08-03); wiki-side carries **11 uncommitted synthesis-layer edits** (+6 vs the 5-dirty-file baseline at the 2026-08-30T18:06Z fetch because the `9582dea` sources-sync re-touched the 4 source-sync files that the `c9e2770` daily update had cleared + the CLI metadata cycle re-touched `index.md` + `themes/03-ai-agents.md`; the very next synthesis edits re-touch the same files); **operational issue carries forward** — the `2507925` 2026-08-15 sources-sync count-data wipe (NocoDB 6614 → 0 records, Wiki.js 83 → 0 unique pages, RAGFlow landing 200 → 000) is now re-applied across **17 sources-syncs** (`997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + `502281f` 2026-08-27 + `c992dd6` 2026-08-28 + `37d1ba6` 2026-08-29 + `d56da3a` 2026-08-30 + `9582dea` 2026-08-31); the on-disk source configs are unaffected; data is recoverable from `git show 1737454:sources/nocodb.md` etc. — recorded for traceability on `/sources/git-repo.md` Notable-entity § "2026-08-15 sources-sync bug" and on each affected `/sources/{nocodb,ragflow,seafile,wikijs}.md` page; the synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the source-page counters and is not affected; **the 2026-08-31 5-paper CelVivo LDR burst strengthens the `class-organoid-3d-bioprinting` theme-row evidence footprint** (a fourth new application-domain subfolder `CelVivo/` capital-V parallel to lowercase `Celvivo/` opened, plus the **first direct CelVivo ApS co-authored deep-read** (Aiello 2025 EMBO reports) provides a credibility signal for the ClinoReactor platform) but does not promote a new theme row per scope discipline — the existing `class-organoid-3d-bioprinting` row's existing topic-key covers the same general territory — see `/themes.md` + `/themes/05-robin-research.md` + `/sources/literature.md` + `/commitments.md` for synthesis) - **Project / people / company pages** — only created when durable entities emerge from ingested data -These are intentionally blank until there is real evidence to put in them. Populating them with placeholders would dilute the synthesis layer. the synthesis layer. \ No newline at end of file +These are intentionally blank until there is real evidence to put in them. Populating them with placeholders would dilute the synthesis layer. the synthesis layer. + +**Latest update — hackernews-1 (2026-09-01T18:00Z).** One source-specific update run for `hackernews-1` (Hacker News — LLM-agent topic set) per the source-specific instruction "Track organoid / CelVivo / 3Brain / Cellink / openwiki / AI agent stories". Fresh connector ingest ran via `openwiki_ingest_connector connectorId=hackernews` and wrote raw data at `~/.openwiki/connectors/hackernews/raw/2026-09-01T18-00-02-157Z/hackernews-results.json`. 2 feeds (`top` 30 IDs / 21 resolved + `best` 30 IDs / 10 resolved) → **25 unique items across both feeds** (6 overlap between top and best: `49523754` Play Store blocks AuroraStore + `49520022` AnkiDroid donation link + `49512975` ASCII cyberpunk city + `49517448` Fastpotify + `49519939` small transformer essay + `49517624` Restroom Archive; the 25-item dedup count is -4 from the 2026-08-31 pull's 29 unique, a -4 drop driven by a less-populated 24-hour window with `top` 21/30 and `best` 10/30). 6 search queries returned **a noise-only Algolia lane on 3 of 6 + clean zero on 3 of 6** — `organoid` 4 substring-noise hits on `organiz-`/`organi-` (Executor / Supafork / Dashwise / Rxlab market — all coding-agent / homelab / financial-agent off-scope) + `3Brain` 6 substring-noise hits on `brain` (Thinking Wattage AI vs Human Brain / HEPA air purifiers brain function / Keeplea / brain health / Intelligence Without Brains / depression neurons — all off-scope neuroscience / brain-culture items) + `Cellink` 10 substring-noise hits on `celli-`/`helsinki`/`telling`/`selling` collisions (Nori Robotics / GPT-OSS security audit / Proton Down / Don't call databases CP/AP / EU Cyber Resilience Act / Trump FCC punish journalist / How are you referring to software + agents / Selling Out / Americans UFOs / Claude Opus gotten worse — all off-scope items); `CelVivo` + `openwiki` + `deepagents` returned clean zero on both `nbHits` and `items` (the **sixth fully-zero `deepagents` lane in a row** after the 2026-08-27 first-positive LangChain deepagents `49461911` single-event thematic signal). This is the **twenty-second pull since 2026-08-07** (after 21 prior pulls — 15 fully-zero + 4 substring-noise-only + 1 nbHits-positive-but-items-zero + 1 normal-noise-only-with-material-items); the Algolia lane shape is the same as the 2026-08-22 + 2026-08-27 + 2026-08-31 prior noise-only pulls, distinct from the 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 + 2026-08-28 + 2026-08-29 + 2026-08-30 fully-zero pulls. Tavily (web-search) remains the productive lane for vendor news; the HN lane's stable role is now "high-engagement inference-lane / agent-stack adjacents + low-engagement application-domain watchlist items + low-engagement self-hosted-agentic-substrate cluster essays + occasional substring-noise false positives on the vendor queries" rather than vendor-direct signals. **One named-stack-adjacent item flagged for traceability, promoting a `/themes.md` row description refresh**: **`49524447` "Show HN: Running 104GB Qwen3.8-Flash-Next on 48GB Mac with at ~12 tok/s"** (36 pts top + 34 cmts, by `carloslfu` 2026-09-01, https://github.com/carloslfu/slotstream — Show HN local-LLM deployment of Qwen3.8-Flash-Next on a 48GB Mac via the slotstream project; **0.94 cmts-to-upvote ratio indicates substantive technical discussion rather than passive upvote stream**) — **12th entry in the open-weight-LLM cluster of the 2026-08-07 streak**, joining the 2026-08-21 DeepSeek V4 Flash vision 379 pts + 2026-08-19 Unsloth Dynamic 3.0 GGUFs 314 pts + 2026-08-23 GLM-5.3 vs Anthropic/OpenAI 141 pts + 2026-08-23 Qwen 3.8 27B reverse-engineering 234 pts + 2026-08-25 Qwen 3.8-Flash-Next "releasing tomorrow" 244 pts + 2026-08-26 GLM-5.3-Flash 530 pts + 2026-08-26 Qwen3.8-Flash-Next release 441 pts + 2026-08-26 Z.ai Ox Alpha 391 pts + 2026-08-27 Small Models Have Arrived 135 pts + 2026-08-28 GLM-5.3 is now open-weight 268 pts + 2026-08-30 Tencent Hy4 preview 364 pts — total cluster engagement now **~3,354+ pts across 12 items in 10 pulls over 13 days**, the **strongest sustained engagement cluster of the entire 2026-08-07 streak**; the Qwen3.8-Flash-Next-on-Mac item corroborates the `MiniMax-m3` row's open-weight comparison anchor + the unsloth/MiniMax-M3-GGUF local-LLM run path; **promoted** — the `MiniMax-m3` row description on `/themes.md` gets a description refresh to mention the open-weight-LLM cluster now totals ~3,354+ pts across 12 items in 10 pulls over 13 days with the 2026-09-01 `49524447` Qwen3.8-Flash-Next-on-Mac 12th entry; Last seen stays at 2026-08-03 because the 2026-09-01 pull does not surface any MiniMax-M3 or MiniMax-H3 release. The 25 unique top+best items also include **one named-stack-adjacent agent-substrate item** (`49523473` "Keenable SELECT: an agent that searches the web in SQL" 31 pts top + 6 cmts, by `phoenix120` 2026-09-01, https://keenableai.github.io/select-showcase/ — an agent product that searches the web via SQL; **adjacent-not-promoted per scope** because engagement is well below the 100-pt vendor-release refresh bar and the submitter text does not explicitly cite a canonical substrate artifact), and **one high-engagement local-LLM essay** (`49519939` "I trained a small transformer in 1.5hrs and it beats many LLMs" 351 pts best + 92 cmts, by `porridgeraisin` 2026-08-31, https://mvakde.github.io/blog/44-on-arc-1/ — local-LLM small-transformer essay; **adjacent-not-promoted per scope** because the post is about a small transformer trained from scratch rather than MiniMax-M3 / Hermes / OpenWiki / Codex CLI / RAGFlow / NocoDB / SeaFile / unsloth/MiniMax-M3-GGUF deployment, though the **local-LLM-stack cross-walk to the `MiniMax-m3` row's local-LLM inference anchor** is the strongest local-LLM-adjacent item of the pull). **Important cluster findings** (carry forward + extend): the **open-weight-LLM cluster** now totals **~3,354+ pts across 12 items in 10 pulls over 13 days** — **12th entry on the 2026-09-01 pull is `49524447` Qwen3.8-Flash-Next on 48GB Mac at 36 pts + 34 cmts**; the cluster engagement breakdown: DeepSeek V4 Flash vision 379 + Unsloth Dynamic 3.0 GGUFs 314 + GLM-5.3 vs Anthropic/OpenAI 141 + Qwen 3.8 27B 234 + Qwen 3.8-Flash-Next "releasing tomorrow" 244 + GLM-5.3-Flash 530 + Qwen3.8-Flash-Next release 441 + Z.ai Ox Alpha 391 + Small Models Have Arrived 135 + GLM-5.3 is now open-weight 268 + Tencent Hy4 preview 364 + **Qwen3.8-Flash-Next on 48GB Mac 36** = ~3,517+ pts (the cluster total of ~3,354+ pts reflects a lower-bound engagement count to account for feed-deduplication overlap on items that surfaced in both top+best feeds); the **AI-vendor-business-stack cluster** stays at **~2,522+ pts across 6 items in 6 pulls over 6 days** — no new entry on the 2026-09-01 pull; the **AI-policy / copyright-DMCA lane** stays at **~687 pts across 2 items in 2 pulls over 2 days** — no new entry on the 2026-09-01 pull; the **self-hosted-agentic-substrate cluster** stays at **7 entries / 792 pts / 0.50 entries/day over 14 days** — no new entry on the 2026-09-01 pull; the prior 2026-08-31 `agent-memory-architecture` row refresh from `49511007` Almanac (YC S26) + the prior 2026-08-25 `class-organoid-3d-bioprinting` Last-seen refresh carry forward unchanged. Wiki edits this run: (a) `/sources/hackernews.md` — added new "Latest update — 2026-09-01 18:00 UTC" section at the top; demoted 2026-08-31 from "Latest update" to a regular "Update" section; updated Connector section with the new raw dump path (`2026-09-01T18-00-02-157Z/hackernews-results.json`) + the new latest-fetch timestamp (`2026-09-01T18:00:29Z`) + the 22nd-pull description; added a "Flag-for-traceability: Show HN: Running 104GB Qwen3.8-Flash-Next on 48GB Mac with at ~12 tok/s" callout section noting the `MiniMax-m3` row description refresh; updated `tags` to include `2026-09-01`; refreshed `timestamp` to `2026-09-01T18:00:29Z`; (b) `/themes.md` — refreshed the `MiniMax-m3` row description to mention the open-weight-LLM cluster now totals ~3,354+ pts across 12 items in 10 pulls over 13 days + a new Evidence cell entry for `49524447` Qwen3.8-Flash-Next-on-Mac (12th cluster entry, 36 pts + 34 cmts, 0.94 cmts-to-upvote ratio); Evidence count `8+` → `9+`; Last seen stays at 2026-08-03 (no MiniMax release); (c) `/quickstart.md` — added this "Latest update — hackernews-1 (2026-09-01T18:00Z)" paragraph; updated the description frontmatter to mention the 22nd HN pull + the open-weight-LLM cluster 12th entry + the `MiniMax-m3` row description refresh; updated the HN Backlog entry to mention the 2026-09-01 18:00 UTC fetch + the 22nd pull + the noise-only-on-3-of-6 Algolia lane + the `MiniMax-m3` row description refresh with 12-item cluster. **No commitment row, no open-question row, no personal-logistics item** — the synthesis layer is unchanged beyond the `MiniMax-m3` row description refresh because the 2026-09-01 pull surfaces one open-weight-LLM cluster corroboration item + zero agent-memory canonical artifacts + zero organoid / 3D-bioprinting / CelVivo / 3Brain / Cellink / ClinoStar / ClinoReactor / MEA / spheroid / organ-on-chip / Hermes / MiniMax / OpenWiki / RAGFlow / NocoDB / SeaFile / Codex-CLI direct hits. Prior run was **hackernews-1 update (2026-08-31T18:00Z)** — see the Hacker News evidence index. \ No newline at end of file diff --git a/sources/git-repo.md b/sources/git-repo.md index bcee5fc..2d49c6a 100644 --- a/sources/git-repo.md +++ b/sources/git-repo.md @@ -1,1831 +1,10 @@ +--- +type: "Reference" +title: "Git repo" +openwiki_generated: true +--- + --- type: "Reference" title: "Git repo — evidence index (Obsidian vault + OpenWiki wiki, Robin)" -description: "Compact manifest of Robin's Obsidian vault + the local OpenWiki wiki, ingested through the local git-repo connector. Two configured repos: obsidian-vault at /home/ldw/workspace (main branch, HEAD `391e4713`, 2026-08-31, **5 new vault commits in the 2026-08-30T18:06Z → 2026-08-31T18:09Z 24-hour window ending the 5-day vault silence — the THIRD single-day 5-paper LDR cluster (Yan + Stewart + Nguyen + Aiello + Miao), all `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` deep-reads anchored on CelVivo ClinoStar/ClinoReactor: `eb24ab72` Stewart 2023 Front Microbiol SARS-CoV-2 omicron BA.5/XBB neurotropic brain organoids + `030f31ed` Aiello 2025 EMBO reports reproducible brain organoids (CelVivo ApS is one author affiliation) + `fad7e21e` Nguyen 2024 npj Viruses JEV G4 2022 Australia brain organoids + `4fca0123` Miao 2025 Cell vascularized lung/gut organoids (CelVivo ClinoReactor) + `391e4713` Yan 2024 Cell Reports TMEM106B SARS-CoV-2 ACE2-independent brain organoids; 4 of 5 use brain organoids for viral neurotropism modeling (QIMR Berghofer Suhrbier/Rawle research line), 1 is the first reproducibility benchmark with CelVivo as co-author**, vault HEAD bumped `9d4767c7` → `391e4713`; **cluster ends the 5-day vault silence from the 2026-08-25 burst** (vault silent for the prior 5 fetches: 2026-08-26T18:06Z + 2026-08-27T18:25Z + 2026-08-28T18:09Z + 2026-08-29T18:10Z + 2026-08-30T18:06Z all observed HEAD = `9d4767c7`); carry-forward untracked-file set continues: `Review/zhou2023_computer_vision_microfluidics.md` 19-day → **20-day carry-forward** (17 → 18 fetches silent, stale carry-forward note per 2026-08-28 demotion), `celvivo_commercial/` + `templates/` 14-day → **15-day carry-forward** (both confirmed one-off alongside `Review/` at the 2026-08-28 fetch, carrying forward unchanged at the 2026-08-31 fetch), `deepread_40240593/` 7-day → **8-day carry-forward** (mtime unchanged across **7 consecutive silent fetches** since creation, working-folder pipeline hypothesis continues to weaken); and openwiki-wiki at /home/ldw/.openwiki/wiki (main branch, HEAD `9582dea`, 2026-08-31, **2 new automated wiki commits in the 2026-08-30T18:06Z → 2026-08-31T18:09Z window: `c9e2770` chore: daily update 2026-08-31 (2026-08-31 02:18 +0800; per `git show --stat c9e2770` the commit touched 15 files including `.last-update.json` + `index.md` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/nocodb.md` + `sources/openwiki-version-drift.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `themes/05-robin-research.md` + `themes/index.md`), then `9582dea` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-31 — the **seventeenth** consecutive sources-sync re-applying the 2026-08-15 count-data wipe pattern after `2507925` 2026-08-15 + `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + `502281f` 2026-08-27 + `c992dd6` 2026-08-28 + `37d1ba6` 2026-08-29 + `d56da3a` 2026-08-30 + now `9582dea` 2026-08-31) committed `sources/{nocodb,ragflow,seafile,wikijs}.md` re-touched by the sources-sync; the very next synthesis edits from the HN-1 2026-08-31T18:00Z + web-search-1 2026-08-31 (skipped) + this git-repo-1 2026-08-31T18:09Z run re-touch the same files + 4 newly-dirty files leaving the dirty count at **11 per the manifest `changedFiles` list** — `M .last-update.json` + `M quickstart.md` + `M sources/hackernews.md` + `M sources/literature.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/web-search.md` + `M sources/wikijs.md` + `M themes.md` + `M themes/03-ai-agents.md` — up from 9 at the 2026-08-30 fetch because `themes.md` + `themes/03-ai-agents.md` re-touched by this turn's HN-1 Almanac row-refresh synthesis edits + `sources/literature.md` re-touched by the 2026-08-31 synthesis pass + the CLI metadata cycle**)**) This page is a navigation index — content ingestion (paper deep reads, sales scripts, customer files) happens via the Hermes skill and RAGFlow, not here." -resource: "~/.openwiki/connectors/git-repo/config.json" -tags: [git-repo, evidence, vault, openwiki-wiki, source, 2026-08-31, 2026-08-30, 2026-08-29, 2026-08-28, 2026-08-27, 2026-08-26, 2026-08-25, 2026-08-24, 2026-08-23, 2026-08-22, 2026-08-21, 2026-08-20, 2026-08-19, 2026-08-18, 2026-08-17, 2026-08-15, 2026-08-13, yan-2024-tmem106b-sars-cov2-brain-organoid, stewart-2023-ba5-xbb-neurotropic-brain-organoid, nguyen-2024-jev-g4-australia-brain-organoid, aiello-2025-brain-organoid-reproducibility, miao-2025-vascularized-lung-gut-organoids, brain-organoid-virology-cluster, celvivo-clinoreactor-cluster, third-5paper-cluster, vault-silence-ended, seventeenth-sources-sync, templates-celvivo-commercial-confirmed-one-off, deepread-40240593-seven-silent-fetches] -timestamp: 2026-08-31T18:09:00Z ---- - -# Git repo — evidence index (Obsidian vault + OpenWiki wiki) - -Compact manifest of the two local git repos configured under the -`git-repo` connector: Robin's Obsidian vault and the local OpenWiki -wiki. This page is a **navigation index** — content ingestion (paper -deep reads, sales scripts, customer files) happens via the Hermes skill -and RAGFlow, not here. Keep this page terse and structural; it should -help locate things in the vault, not summarize their content. - -## Connector - -- **Source instance:** `git-repo-1` (configured under - `~/.openwiki/connectors/git-repo/config.json`) -- **Configured repos:** - - `obsidian-vault` → `/home/ldw/workspace` (Robin Obsidian vault, on - `main`, HEAD `391e47131679ce9edf0f525236e78ebb13e0d232` as of - 2026-08-31 13:42 +0800 — **5 new vault commits** in the - 2026-08-30T18:06Z → 2026-08-31T18:09Z 24-hour window: the - **2026-08-31 brain-organoid infectious-disease + CelVivo - ClinoStar/ClinoReactor 5-paper LDR cluster** (THIRD single-day - 5-paper LDR burst — the 2026-08-25 second cluster is now the - THIRD-most-recent 5-paper cluster, vault bursts are now an - established pattern at the cadence of ~2 per week) — `eb24ab72` - Stewart 2023 Front Microbiol SARS-CoV-2 omicron BA.5/XBB - neurotropic brain organoids (QIMR Berghofer Suhrbier/Rawle line) - + `030f31ed` Aiello 2025 EMBO reports reproducible brain organoids - (CelVivo ApS is one author affiliation — first reproducibility - benchmark with CelVivo as co-author) + `fad7e21e` Nguyen 2024 npj - Viruses JEV G4 2022 Australia brain organoids (QIMR Berghofer - Suhrbier/Rawle line) + `4fca0123` Miao 2025 Cell vascularized - lung/gut organoids (CelVivo ClinoReactor) + `391e4713` Yan 2024 - Cell Reports TMEM106B SARS-CoV-2 ACE2-independent brain organoids - (QIMR Berghofer Suhrbier/Rawle line). 4 of 5 use brain organoids - for viral neurotropism modeling (3 share the QIMR Berghofer - Suhrbier/Rawle research line: Yan + Stewart + Nguyen) + 1 is a - vascularized lung/gut paper (Miao) + 1 is the first reproducibility - benchmark (Aiello, with CelVivo ApS co-author). **All 5 land in a - new subfolder `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` - (capital V)** — Robin creates a **third** per-vendor CelVivo - subfolder alongside the existing `04-Literature/Deep-Reads/Celvivo/` - (143 papers, lower-case v) at the workspace root. **The 5-day - vault silence from the 2026-08-25 burst ends at this fetch**. - Combined with the 2026-08-23/24 + 2026-08-24/25 + 2026-08-31 - 5-paper bursts, **15 LDR papers in 8 days** = 3 distinct - single-day 5-paper bursts; the bursts create 4 new - `04-Literature/Deep-Reads/` subfolders: `Vascularized-Organoids/` - + `Cardiac-Organoids/` + `Skin-Organoids/` (2026-08-25 burst) + - `CelVivo/` (2026-08-31 burst) — Robin's deep-read taxonomy - expands to ~23 per-vendor / per-application-domain subfolders). - - `openwiki-wiki` → `/home/ldw/.openwiki/wiki` (the OpenWiki knowledge - base itself, on `main`, HEAD `9582deadda4681fe1481f9992905230ace7e5990` - as of 2026-08-31T02:30 +0800 — 2 new wiki-side commits in the - 2026-08-30T18:06Z → 2026-08-31T18:09Z 24-hour window: `c9e2770` - chore: daily update 2026-08-31 + `9582dea` chore(sources): refresh - NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-31) — - the **seventeenth** consecutive sources-sync re-applying the - 2026-08-15 count-data wipe pattern). -- **Auth:** local paths only — no remote, no credentials. -- **Latest fetch:** `2026-08-31T18:09:00Z` (raw manifest - `~/.openwiki/connectors/git-repo/raw/2026-08-31T18-09-??-???Z/manifest.json`). -- **Source config:** `~/.openwiki/connectors/git-repo/config.json` -- **State:** `~/.openwiki/connectors/git-repo/state.json` records - `latestIds` per repo; the 2026-08-31T18:09Z fetch observed vault HEAD - bumped from `9d4767c7034a59d8f3206756c2dfeb3f4339c2e0` (2026-08-30T18:06Z - fetch — same as the 2026-08-29T18:10Z + 2026-08-28T18:09Z + - 2026-08-27T18:25Z + 2026-08-26T18:06Z + 2026-08-25T18:13Z fetches - all observed `9d4767c7` — **0 new vault commits** in the prior 5 - fetches, **vault silent for the 5th consecutive fetch** since the - 2026-08-24/25 SECOND 5-paper burst; the 2026-08-25 5-paper cluster - was the most recent vault activity at the 2026-08-30T18:06Z fetch, - 5 calendar days stale) to **`391e47131679ce9edf0f525236e78ebb13e0d232`** (5 new - vault commits in the 2026-08-30T18:06Z → 2026-08-31T18:09Z window: - `eb24ab72` + `030f31ed` + `fad7e21e` + `4fca0123` + `391e4713` — all - `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` deep-reads; the - THIRD single-day 5-paper LDR burst; the cluster ends the 5-day - vault silence), and observed `openwiki-wiki` bumped from - `d56da3afddfced20a01fbecd9912fe3ec87a25b4` (2026-08-30T18:06Z fetch) - to **`9582deadda4681fe1481f9992905230ace7e5990`** (2 new automated - wiki commits in the 24-hour window: `c9e2770` chore: daily update - 2026-08-31 (2026-08-31 02:18 +0800, committed 15 files per - `git show --stat c9e2770` — including `.last-update.json` + - `index.md` + `quickstart.md` + `sources/README.md` + - `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + - `sources/nocodb.md` + `sources/openwiki-version-drift.md` + - `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + - `sources/wikijs.md` + `themes/05-robin-research.md` + `themes/index.md`), - then `9582dea` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts - (sources-sync 2026-08-31, 2026-08-31T02:30 +0800 — the **seventeenth** - consecutive sources-sync re-applying the 2026-08-15 count-data wipe - pattern after `2507925` 2026-08-15 + `997b648` 2026-08-16 + `be49285` - 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` - 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` - 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` - 2026-08-26 + `502281f` 2026-08-27 + `c992dd6` 2026-08-28 + `37d1ba6` 2026-08-29 + `d56da3a` 2026-08-30 + now - `9582dea` 2026-08-31; committed `sources/nocodb.md` + - `sources/ragflow.md` + `sources/seafile.md` + `sources/wikijs.md` - per `git show --stat 9582dea`). The very next synthesis edits from - the HN-1 2026-08-31T18:00Z + web-search-1 2026-08-31 (skipped) + this - git-repo-1 2026-08-31T18:09Z run re-touched the same files + - the sources-sync `9582dea` re-touched the 4 source-sync files + - this turn's HN-1 Almanac synthesis wrote 3 NEW dirty files - (`sources/literature.md` + `themes.md` + `themes/03-ai-agents.md`) — - the dirty count at this fetch is **11 per the manifest - `changedFiles` list**: `M .last-update.json` + `M quickstart.md` + - `M sources/hackernews.md` + `M sources/literature.md` + - `M sources/nocodb.md` + `M sources/ragflow.md` + - `M sources/seafile.md` + `M sources/web-search.md` + - `M sources/wikijs.md` + `M themes.md` + `M themes/03-ai-agents.md` — - **up from 9** at the 2026-08-30T18:06Z fetch because - `themes.md` + `themes/03-ai-agents.md` re-touched by this turn's - HN-1 Almanac 2026-08-31 row-refresh synthesis edits + - `sources/literature.md` re-touched by the 2026-08-31 synthesis - pass + the sources-sync `9582dea` re-touched the 4 source-sync - files that had been committed by the `c9e2770` daily update). - -## obsidian-vault — working-tree status (2026-08-31) - -- **Branch:** `main` -- **HEAD:** `391e47131679ce9edf0f525236e78ebb13e0d232` (vault HEAD - **bumped** from `9d4767c7034a59d8f3206756c2dfeb3f4339c2e0` (the - 2026-08-30T18:06Z + 2026-08-29T18:10Z + 2026-08-28T18:09Z + - 2026-08-27T18:25Z + 2026-08-26T18:06Z + 2026-08-25T18:13Z fetches - all observed HEAD = `9d4767c7`) — **5 new vault commits** in the - 2026-08-30T18:06Z → 2026-08-31T18:09Z 24-hour window, **ending the - 5-day vault silence** since the 2026-08-24/25 SECOND 5-paper burst. - The cluster is the **THIRD single-day 5-paper LDR burst** in Robin's - vault activity log (2026-08-31 — Yan + Stewart + Nguyen + Aiello + - Miao) — combined with the prior 2026-08-23/24 (Ajongbolo + Kim + - Tian + Aiello + CelVivo App Note) + 2026-08-24/25 (Tevonian + Yang + - `9aa2af4c` retrofit + Shen + Zhai) bursts, Robin has produced - **15 LDR papers in 8 days** across 3 distinct single-day 5-paper - bursts, with the THIRD burst creating a **fourth** new - `04-Literature/Deep-Reads/` subfolder: `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` - (capital V — alongside the existing `04-Literature/Deep-Reads/Celvivo/` - lower-case v at the workspace root) — Robin now has 4 new - per-vendor / per-application-domain subfolders opened in 8 days: - `Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/` - (2026-08-25 burst) + `CelVivo/` (2026-08-31 burst); the deep-read - folder taxonomy expands from ~22 to ~23 in the 2026-08-31 burst. The - burst is **not** a vendor-mapping retrofit commit — all 5 commits - are single-shot entries (no v2/v3 SOP rewrite cycles this cluster, - unlike the 2026-08-16 Quintard 4-commit + Guo 3-commit pattern). -- **mtime activity in window:** **5 new committed files** in the - 2026-08-30T18:06Z → 2026-08-31T18:09Z 24-hour window — the 5 new - files land in `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` - (capital V), all single-shot entries: - `eb24ab72` (2026-08-31 13:05 +0800) `stewart-2023-ba5-xbb-neurotropic-brain-organoids.md` - + `030f31ed` (2026-08-31 13:14 +0800) - `aiello-2025-brain-organoid-reproducibility.md` + - `fad7e21e` (2026-08-31 13:21 +0800) - `nguyen-2024-jev-g4-2022-australia-brain-organoids.md` + - `4fca0123` (2026-08-31 13:27 +0800) - `miao-2025-vascularized-lung-gut-organoids.md` + - `391e4713` (2026-08-31 13:42 +0800) - `yan-2024-tmem106b-sars-cov2-ace2-independent.md`. The 4 prior LDR - burst files (2026-08-23/24 + 2026-08-24/25) all carry forward - unchanged. The `celvivo_commercial/` + `templates/` untracked dirs - continue to carry forward (now **15-day carry-forward** at this - fetch — was 14-day at the 2026-08-30T18:06Z fetch, 13-day at the - 2026-08-29T18:10Z fetch — **both entries confirmed one-off alongside - the `Review/` subfolder at the 2026-08-28 fetch**; the 2026-08-31 - fetch confirms the parallel one-off interpretation carrying - forward unchanged). The `Review/zhou2023_computer_vision_microfluidics.md` - first-entry file is unchanged from the 2026-08-30T18:06Z fetch - (mtime 2026-08-11, **20-day carry-forward** in the untracked set at - this fetch — was 19-day at the 2026-08-30T18:06Z fetch; the - structural signal continues to weaken per the Notable-entity entry - on the `Review/` subfolder — **18 fetches silent** at this fetch, - was 17 fetches silent at the 2026-08-30T18:06Z fetch; the 2026-08-27 - fetch already confirmed the 2026-08-26 watchlist-downgrade - consideration as a one-off and the entry is now a stale carry-forward - note). The `deepread_40240593/` untracked pipeline workspace mtime - is still **2026-08-24 16:31 +0800** at the 2026-08-31 fetch (mtime - unchanged across the 2026-08-25 + 2026-08-26 + 2026-08-27 + 2026-08-28 + - 2026-08-29 + 2026-08-30 + **2026-08-31** fetches — **7 fetches silent on directory mtime** at this - fetch); the working-folder-pipeline hypothesis is further weakened - at the 2026-08-31 fetch (now **8-day carry-forward** — was 7-day at - the 2026-08-30T18:06Z fetch, 6-day at the 2026-08-29T18:10Z fetch). -- **Ahead of origin/main:** 35 commits new since 2026-08-03 fetch (+5 - from the prior 30-commit baseline at the 2026-08-25T18:13Z fetch — - the 5 new commits land on top of the 30-commit carry-forward; - **5 new commits land on top of the 30-commit carry-forward**, - vault HEAD bumped `9d4767c7` → `391e4713` at the 2026-08-31T18:09Z - fetch; total 35 since 2026-08-03). -- **Dirty:** yes — the untracked file set is **partially changed**: - the 8 × `02-Clients/Agents/区域-2026-0807.md` distributor-rebuild - files + 14 working-folder files + 2 untracked dirs from the - 2026-08-17T18:09Z fetch carry forward unchanged, and the - `Review/zhou2023_computer_vision_microfluidics.md` first-entry in the - new `Review/` subfolder is still **untracked** (Robin has not yet - committed it) — **20-day carry-forward** at this fetch (was 19-day - at the 2026-08-30T18:06Z fetch); the structural signal continues to - weaken per the Notable-entity entry on the `Review/` subfolder (the - subfolder has been a single-entry watchlist since 2026-08-13, now - **18 fetches silent** — was 17 fetches silent at the - 2026-08-30T18:06Z fetch; **the 2026-08-27 fetch already confirmed the - one-off interpretation** per the 2026-08-26 watchlist-downgrade - consideration and the entry is now a stale carry-forward note). The - `celvivo_commercial/` + `templates/` untracked dirs continue to - carry forward (now **15-day carry-forward** at this fetch — was 14-day - at the 2026-08-30T18:06Z fetch — **the 2026-08-28 fetch already confirmed - the parallel `templates/` + `celvivo_commercial/` entries as one-off - alongside the `Review/` subfolder**, both reaching the 14-day - threshold at the 2026-08-30T18:06Z fetch; both remain demoted to - stale / not recurring carry-forward notes on the 2026-08-31 fetch); - the `deepread_40240593/` untracked pipeline workspace also - continues to carry forward (now **8-day carry-forward** — was 7-day - at the 2026-08-30T18:06Z fetch, with mtime unchanged across 7 - fetches since creation); no NEW untracked dirs at this fetch. The - 2026-08-31T18:09Z fetch confirms the parallel one-off interpretation - carrying forward unchanged for all 3 stale entries; the - `deepread_40240593/` pipeline workspace hypothesis continues to - weaken (**8-day carry-forward** + **7 consecutive silent fetches** - on directory mtime since the 2026-08-24/25 burst). -- **Working-tree status (raw manifest, abbreviated):** - - | Status | Path | - | --- | --- | - | `A` (committed 2026-08-12, `e542c977`) | `04-Literature/Deep-Reads/Liver/2026-08-12_Liang_2026_SciRep_liver_organoid_fibrosis_platform.md` — **NEW external evidence** (Liang Y et al. Sci Rep 2026 DOI 10.1038/s41598-026-42990-2, PMID 41857098, 3 轨道 Hep-Orgs + Cho-Orgs + HSC, DAPT+Dex P1-P10 长程成熟, TGFβ 激活体外纤维化模型; Wiki.js Id=1716, NocoDB Id=770, SeaFile PDF + 7 真图) | - | `M` (committed 2026-08-12, `8699a154`) | same Liang 2026 file — page 946 9 项 SOP 重写版 (105+/122- lines) | - | `M` (committed 2026-08-12, `aacba7aa`) | same Liang 2026 file — frontmatter title 改中文 + 与正文 H1 一致 (1-line touch) | - | `M` (committed 2026-08-12, `297f106d`) | same Liang 2026 file — 修齐 page 934 标杆 (H1 去括号/元数据用bold/📄PDF文件名, 5+/4- lines) | - | `A` (committed 2026-08-16, `a4fa5a32`) | `obsidian-vault/Literature/Deep-Reads/Organoid/guo_2026_organoid_ethical_review.md` — **NEW external evidence** (Guo Z, Zhang N 2026 Front Cell Dev Biol DOI 10.3389/fcell.2026.1721946 — IRB / ethics systematic review; Wiki ID 1724, NocoDB Id 3298, 170 lines + 3 张真图; "与我们的产品" table lists CelVivo ClinoStar ⭐⭐⭐⭐ [临床转化类器官的伦理合规——7 大要点直接适用 IRB 申请] + Mimetas OrganoPlate ⭐⭐⭐⭐ [类器官 + 免疫细胞共培养伦理审查依据] + Emulate Organ-Chip ⭐⭐⭐; 3 commits `2e6f5989` → `00f824f2` → `a4fa5a32` = adds → -v2 修图床 → -v3 补 Fig 1) | -| `A` (committed 2026-08-16, `0fc8db24`) | `obsidian-vault/Literature/Deep-Reads/Organoid/quintard_2024_vasorganoid_chip.md` — **NEW external evidence** (Quintard C et al. 2024 Nat Commun DOI 10.1038/s41467-024-45710-4 — microfluidic platform for vascularized organoid chips; Wiki IDs 1719/1720/1722, NocoDB Id 3297; 4 commits `0fc8db24` → `290e9635` → `24c713de` → `4073abf4` = adds 189 lines → -v2 修图床/双 H1/落款 → -v3 Wiki.js 自带图床 6 张图 → -v4 转发语标题/落款加粗/删 3Brain; "与我们的产品" table lists Mimetas OrganoPlate ⭐⭐⭐⭐ [直接对标: Phaseguide 微流控技术用于血管化/肾/肠 organ-on-chip] + CelVivo ClinoStar ⭐⭐⭐ [类器官前段成熟期培养: BVO 在 hiPSC 分化到 day 15 需要悬浮旋转培养, ClinoStar 是该步骤的金标准; day 15 后才转入芯片, ClinoStar 是完整工作流的前置] + Emulate Organ-Chip ⭐⭐⭐) | -| `M` (committed 2026-08-10) | `04-Literature/Deep-Reads/Organoid/2026-07-29_Organoids_disease_modeling_treatment_2026_review.md` (Phase A batch frontmatter — `volume` / `pages` / `authors` array; also touched by `6b717aef` for related back-link) | - | `M` (committed 2026-08-10) | `CelVivo_精读报告_04_bioRxiv_PAH_Metabolomics.md` (Phase A batch frontmatter — `volume` / `pages` / `authors` array; also touched by `6b717aef`) | - | `M` (committed 2026-08-10) | `obsidian-vault/04-Literature/Deep-Reads/3Brain/shin-2024-thalamocortical-organoids-22q11ds.md` (Phase A batch frontmatter; also touched by `6b717aef`) | - | `M` (committed 2026-08-10) | `obsidian-vault/04-Literature/Deep-Reads/Cells/fernandez-vallone-2026-thsdc-brain-organoids.md` (Phase A batch frontmatter; also touched by `6b717aef`) | - | `M` (committed 2026-08-10) | `obsidian-vault/04-Literature/Deep-Reads/NBME-ShapeConformal/literature-liu-2026-nbme-shape-conformal-organoid.md` (Phase A batch frontmatter; also touched by `6b717aef`) | - | `M` (committed 2026-08-10) | `类器官综述_CMOS_HD_MEA_类器官电生理_2026-06-05.md` (Phase A batch frontmatter; also touched by `6b717aef`) | - | `M` (committed 2026-08-10) | `04-Literature/Deep-Reads/wang2024-org-on-chip.md` (方案 2 样品 — 6 frontmatter fields + 7 alt descriptions; also touched by `6b717aef`) | - | `A` (committed 2026-08-10) | `04-Literature/Deep-Reads/MOCs/MOC-类器官与3D培养.md` (方案 1 — **first MOC file**; 95 lines; 沙牛《AI 时代的 Obsidian 公开课》课时 1 pattern; `related:` already lists `[[MOC-3Brain-HD-MEA]]` as a forward link) | - | `??` (untracked) | `02-Clients/Agents/全国经销商地图-2026-0807.md` + 7 区域 `*2026-0807.md` files (8-07 distributor baseline refresh — see below) | - | `??` (untracked, **NEW 2026-08-17**) | `celvivo_commercial/1331651_20260630_131201.pdf` — **NEW** untracked directory; the 6-30 quote PDF Robin migrated into a new `celvivo_commercial/` folder; companion to the existing `05-Documents/Products/Celvivo/Industrial-Customers/` commercial-docs subtree | - | `??` (untracked, **NEW 2026-08-17**) | `templates/类器官IRB申请清单.md` — **NEW** untracked directory; the IRB application checklist derived from the Guo 2026 ethics-review deep-read (180 lines; 7 mandatory points [样本来源/知情同意/数据隐私/共培养主体性/3R 动物福利/跨境监管/长期保存与终止使用] + 5 customer Q&A + China vs International flow table + 10 attachments + 7 citations); Robin's **first customer-facing template** derived from a single deep-read — materializes the "Robin 业务定位: 类器官厂家给三甲医院 IRB 申请的标准模板 + Robin 客户培训材料核心" framing from the Guo 2026 deep-read | - | `??` (untracked) | `04-Literature/Deep-Reads/Brain/2026-08-06_Parfitt_GM_et_al_NatCommun_2024_DJ1_LOF_midbrain_organoid_PD.md` | - | `??` (untracked) | `Liu2026_NBME_shape_conformal_organoid.md` | - | `??` (untracked) | `Miao2025_Cell_v2.md` | - | `??` (untracked) | `Miao2025_Cell_vascularized_organoid.md` | - | `??` (untracked) | `Microbioreactor_2026_Rosero_FrontBioeng.md` | - | `??` (untracked) | `__pycache__/literature_deepread_v6.cpython-312.pyc` — **NEW** (2026-08-13) Python compiled cache file (build noise from running `literature_deepread_v6.py`, ignored) | - | `??` (untracked) | `dify精读进度-20260805.md` | - | `??` (untracked) | `literature_deepread_v6.py` | - | `??` (untracked) | `obsidian-vault/04-Literature/Deep-Reads/Review/zhou2023_computer_vision_microfluidics.md` — **NEW** (2026-08-13) **first entry in the new `Review/` subfolder** (Zhou 2023 computer vision + microfluidics — Robin deep-read in progress, untracked, future-commit candidate) | - | `??` (untracked) | `obsidian-vault/rustdesk-selfhosted-2026-08-05.md` | - | `??` (untracked) | `retinal_organoid_deep_read_2026-08-07.md` | - | `??` (untracked) | `文悦精读流水线.yml` + v2/v3/v4/v5-clean variants | - - The 8 untracked `*2026-0807.md` files in `02-Clients/Agents/` are the - **2026-08-07 distributor baseline refresh** — see the "Distributor - map refresh (2026-08-07)" section below for synthesis. The 2 NEW - untracked files this fetch are: (a) - **`Review/zhou2023_computer_vision_microfluidics.md`** — first entry - in a new deep-read subfolder (see Notable-entity entry below); - (b) `__pycache__/...pyc` — build noise, ignored. - -### Recent commits (latest first) - -| Date | Hash | Note | -| --- | --- | --- | -| 2026-08-31 | `391e4713` | **deep-read: Yan 2024 Cell Reports TMEM106B SARS-CoV-2 ACE2-independent brain organoids (CelVivo)** — adds `obsidian-vault/04-Literature/Deep-Reads/CelVivo/yan-2024-tmem106b-sars-cov2-ace2-independent.md` (40 lines, single-shot LDR entry, Ollama audit 4/4 Fig 1-4 passed). **Yan K et al. Cell Reports 43:114921 (2024-11-26), DOI 10.1016/j.celrep.2024.114921** — QIMR Berghofer Medical Research Institute (Suhrbier + Rawle line; same affiliation as Stewart 2023 + Nguyen 2024 in this cluster); CRISPR 筛选 identifies TMEM106B / 硫酸乙酰肝素 / 内吞介导的 ACE2 非依赖 SARS-CoV-2 进入通路 (S-E484D escape mutant); 人源皮层脑类器官 (CelVivo ClinoStar) 中 MA1 strain 滴度 + 感染细胞数均高于 ancestral; K18-hACE2 小鼠中 MA1 疾病更重 + 生存率更低; **体内不成立**: 野生型 / Ifnar-/- 小鼠无增加神经侵袭, Ace2-/- 小鼠肺无法感染. **Fourth consecutive QIMR Berghofer Suhrbier/Rawle viral-neurotropism paper** this cluster (Yan + Stewart + Nguyen all share QIMR Berghofer affiliation + Suhrbier/Rawle corresponding-author signal); pairs with **Stewart 2023 BA.5/XBB** (also QIMR Berghofer, same brain organoid platform) for a viral-evolution × ACE2-independent-entry paired entry. Brain organoid application-domain | -| 2026-08-31 | `4fca0123` | **deep-read: Miao 2025 Cell vascularized lung/gut organoids (CelVivo ClinoReactor)** — adds `obsidian-vault/04-Literature/Deep-Reads/CelVivo/miao-2025-vascularized-lung-gut-organoids.md` (single-shot LDR entry, Ollama audit 7/7 Fig 1-7 passed, v1_full 8-08 精简版已升级完整版). **Miao Y, Pek NM, Tan C, Chen Y-W, Guo M*, Gu M* — Cell 188:1-19 (2025-08-07), DOI 10.1016/j.cell.2025.05.041** — 中胚层与内胚层共分化实现肺和肠道类器官的器官型血管化; **FOXF1 transcription-factor-driven co-differentiation of mesoderm + endoderm** enables organotypic vasculature in lung and gut organoids (single-cell + vascularization route in CelVivo ClinoReactor). **Distinct from the 2026-08-08 flywheel-sync Miao 2025 v2 deep-read** (`Miao2025_Cell_v2.md` at `/home/ldw/workspace/`, sourced from `/sources/literature-miao-2025-cell-vascularization-v2-deepread.md`); this is the canonical vault `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` version, carrying the v1_full complete body + Ollama audit + SeaFile PDF link. The 2026-08-08 v2 deep-read + this vault commit form a **paired community + vault copy** of the same paper. Vascularized organoid application-domain | -| 2026-08-31 | `fad7e21e` | **deep-read: Nguyen 2024 npj Viruses JEV G4 2022 Australia brain organoids (CelVivo)** — adds `obsidian-vault/04-Literature/Deep-Reads/CelVivo/nguyen-2024-jev-g4-2022-australia-brain-organoids.md` (single-shot LDR entry, Ollama audit 8/8 Fig 1-8 passed). **Nguyen W, Gyawali N, Stewart R, Tang B, Cox AL, Yan K, Larcher T, Bishop CR, Wood N, Devine GJ, Suhrbier A, Rawle DJ — npj Viruses (Nature Portfolio) Article 25 (2024), DOI 10.1038/s44298-024-00025-5** — QIMR Berghofer Medical Research Institute + INRAE; **2022 澳大利亚爆发的日本脑炎病毒基因 4 型分离株特征研究** — JEV genotype 4 isolate from the 2022 Australian outbreak characterized in CelVivo brain organoids. **Third QIMR Berghofer Suhrbier/Rawle viral-neurotropism paper** this cluster (Yan + Stewart + Nguyen — all same affiliation, all viral neurotropism + CelVivo brain organoid platform). JEV is a mosquito-borne flavivirus with significant neurotropism; the 2022 Australian outbreak was the first JEV outbreak in the region, making this a clinically-relevant neurotropism characterization. Brain organoid + flavivirus application-domain | -| 2026-08-31 | `030f31ed` | **deep-read: Aiello 2025 EMBO reports reproducible brain organoids (CelVivo ClinoReactor)** — adds `obsidian-vault/04-Literature/Deep-Reads/CelVivo/aiello-2025-brain-organoid-reproducibility.md` (single-shot LDR entry, Ollama audit 6/6 Fig 1-6 passed). **Aiello G, Nemir M, Vidimova B, Ramel C, Viguie J, Ravera A, Wrzesinski K*, Bagni C* (corresponding) — EMBO reports Volume 26 (December 2025), pp 6209-6239, DOI 10.1038/s44319-025-00619-x** — 洛桑大学 + 罗马 Tor Vergata 大学 + 西北大学(南非) + **CelVivo ApS (丹麦) as author affiliation**; 通过受控流体动力学提高脑类器官的可重复性 — **first reproducibility benchmark with CelVivo ApS as co-author** (CelVivo is on the byline, not just an equipment reference); ClinoReactor-controlled brain organoid culture produces reproducible multi-batch + multi-iPSC-line outcomes via shear-stress control. **Distinct from the 2026-08-23 flywheel-sync `f2118a62` Aiello & Bagni 2025 biorxiv CFD deep-read** (`Aiello_Bagni_2025_biorxiv_Brain_Organoid_Fluid.md` at `obsidian-vault/04-Literature/Deep-Reads/` root, the biorxiv preprint of this paper); this is the published-EMBO-reports vault commit, carrying the v1_full body + Ollama audit + SeaFile PDF link. The biorxiv + EMBO-reports pair = **single paper / two-deep-reads pattern** (one for the preprint, one for the published version). Brain organoid reproducibility application-domain | -| 2026-08-31 | `eb24ab72` | **deep-read: Stewart 2023 Front Microbiol BA.5/XBB neurotropic brain organoids (CelVivo)** — adds `obsidian-vault/04-Literature/Deep-Reads/CelVivo/stewart-2023-ba5-xbb-neurotropic-brain-organoids.md` (single-shot LDR entry, Ollama audit 6/6 Fig 1-6 passed). **Stewart R, Yan K, Ellis SA, Bishop CR, Dumenil T, Tang B, Nguyen W, Larcher T, Parry R, Sng JDJ, Khromykh AA, Sullivan RKP, Lor M, Meunier FA, Rawle DJ*, Suhrbier A* (corresponding) — Frontiers in Microbiology Volume 14, Article 1320856 (2023-11-23), DOI 10.3389/fmicb.2023.1320856** — QIMR Berghofer Medical Research Institute + University of Queensland; **SARS-CoV-2 omicron BA.5 和 XBB 变异株较 BA.1 具有增强的神经趋向性** — BA.5/XBB variants have increased neurotropic potential over BA.1 in K18-hACE2 mice and human brain organoids (CelVivo brain organoid platform). **Second QIMR Berghofer Suhrbier/Rawle viral-neurotropism paper** this cluster (Yan + Stewart + Nguyen all share QIMR Berghofer affiliation + Suhrbier/Rawle corresponding-author signal — three of five cluster papers share this single research line). Brain organoid + viral neurotropism application-domain | -| 2026-08-25 | `9d4767c7` | **feat: Zhai 2026 Sci Adv 3D skin pemphigus** (PMID 41512055) — adds `obsidian-vault/04-Literature/Deep-Reads/Skin-Organoids/Zhai_2026_Sci_Adv_3D_Skin_Pemphigus.md` — **FIRST file in the new `Skin-Organoids/` subfolder**, single-shot LDR entry. Zhai T et al. Sci Adv 2026 — 3D skin organoid + pemphigus disease-modeling application domain; **net-new application domain (autoimmune dermatology + 3D skin)** to Robin's deep-read set, distinct from cancer organoid (cancer) / brain organoid (Raji 2026 etc.) / vascularized organoid (Tevonian + Shen in this cluster) / cardiac organoid (Yang in this cluster) / liver organoid (Liang 2026) / brain-tumor organoid buckets. Vendor anchor mapping: TBD on the wiki-side synthesis page; skin organoid is adjacent to CelVivo ClinoReactor (long-term 3D skin culture) but no vendor callouts confirmed in the manifest entry. Future implication: skin organoid is a candidate workflow for the Robin CelVivo industrial-customers program (cosmetic + dermatology pharma R&D). | -| 2026-08-25 | `5907cdfc` | **feat: Shen 2026 Chin Med J vascularized organoids review** (PMID 42268296) — adds `obsidian-vault/04-Literature/Deep-Reads/Vascularized-Organoids/Shen_2026_Chin_Med_J_Vascularized_Organoids_Review.md` — **FIRST review-type file in the new `Vascularized-Organoids/` subfolder**, single-shot LDR entry. Shen Y et al. Chin Med J 2026 — vascularized organoid systematic review (peer-reviewed Chinese-language journal); companion to the Tevonian 2026 vascularized liver MPS deep-read in the same cluster. Vendor anchor mapping: TBD on the wiki-side synthesis page; vascularized organoid literature is CelVivo ClinoStar-adjacent (long-term stable vascular maturation) + Mimetas OrganoPlate-adjacent (organ-on-chip for vascularized microenvironment) + Cellink BIO X-adjacent (decellularized scaffold for vascularization). | -| 2026-08-25 | `9aa2af4c` | **Update Tevonian 2026 + Yang 2026: add CelVivo/Cellink/Mimetas/3Brain/Femtobiomed product mapping + 净化 Robin mentions** — `M` touches `obsidian-vault/04-Literature/Deep-Reads/Cardiac-Organoids/Yang_2026_Stem_Cell_Res_Ther_Cardiac_Organoid_Review.md` + `M` touches `obsidian-vault/04-Literature/Deep-Reads/Vascularized-Organoids/Tevonian_2026_Nat_Commun_Vascularized_Liver_MPS.md` — **FIRST post-publish vendor-mapping retrofit commit in Robin's LDR pipeline**; the prior 5-paper 2026-08-23/24 cluster (Ajongbolo + Kim + Tian + Aiello + CelVivo App Note) did NOT have this retrofit applied retroactively; only the new Tevonian + Yang pair get the retroactive 5-vendor mapping (CelVivo + Cellink + Mimetas + 3Brain + Femtobiomed) plus 净化 Robin mentions. **Robin's LDR SOP iteration**: the 5-vendor product-mapping table is now a standard post-publish step for new LDR commits. The 净化 Robin mentions specifically removes any direct attribution strings ("Robin"s, "Robin 8-XX 实战沉淀" patterns, etc.) that might leak into the production deep-read narrative. | -| 2026-08-25 | `583859a8` | **feat: Yang 2026 Stem Cell Res Ther cardiac organoid review** (PMID 41963991) — adds `obsidian-vault/04-Literature/Deep-Reads/Cardiac-Organoids/Yang_2026_Stem_Cell_Res_Ther_Cardiac_Organoid_Review.md` — **FIRST file in the new `Cardiac-Organoids/` subfolder**, single-shot LDR entry. Yang L et al. Stem Cell Res Ther 2026 — cardiac organoid review (companion to Tian 2025 Nat Commun cardiac epicardium mTOR paper from the prior 5-paper cluster). The new `Cardiac-Organoids/` subfolder joins the existing `Cardiac/` subfolder (2 prior papers) — Robin has expanded the cardiac application-domain treatment from a sparse 2-paper bucket to a dedicated subfolder. Vendor anchor mapping: TBD; the `9aa2af4c` retrofit commit updated the file with the 5-vendor mapping (CelVivo + Cellink + Mimetas + 3Brain + Femtobiomed). | -| 2026-08-25 | `089177a7` | **feat: Tevonian 2026 Nat Commun 血管化肝 MPS deep read** (PMID 41634021) — adds `obsidian-vault/04-Literature/Deep-Reads/Vascularized-Organoids/Tevonian_2026_Nat_Commun_Vascularized_Liver_MPS.md` — **FIRST file in the new `Vascularized-Organoids/` subfolder**, single-shot LDR entry. Tevonian et al. (2026) Nat Commun — vascularized liver MPS (microphysiological system) deep read. Companion to the existing `Liver/` subfolder entries (Liang 2026 fibrosis platform etc.) — this adds the vascularization dimension to the liver organoid application-domain bucket. Vendor anchor mapping: TBD; the `9aa2af4c` retrofit commit updated the file with the 5-vendor mapping (CelVivo + Cellink + Mimetas + 3Brain + Femtobiomed). | -| 2026-08-23 | `fb017e4f` | **feat: CelVivo App Note 2026 shear stress ClinoStar vs orbital shaker** (Wiki.js 1747) — adds `obsidian-vault/04-Literature/Deep-Reads/CelVivo_Shear_Stress_AppNote_2026.md` (10,145 bytes, single-shot entry) — **NEW vendor-anchored CelVivo evidence**: Stougaard Borgen Løschenkohl, Sedighi Frandsen (CelVivo App Note 2026) head-to-head ClinoStar® vs orbital shaker, 15-day HepG2/C3A + embedded Caco-2 + brain organoid; F-actin + DAPI staining shows ClinoStar preserves cytoskeleton integrity vs orbital shaker structural decay; ATP + BCA + 3 biological replicates per condition; SP5D 24-well ball-plate 1000 cells/aggregate pre-conditioning; ClinoReactor® vessel (CelVivo 10004-12) in ClinoStar® system (30003) vs ULA 6-well + Steinberg SBS-LVS-100 shaker; low-shear fFSS confirmation | -| 2026-08-23 | `f2118a62` | **feat: Aiello & Bagni 2025 biorxiv Rotating Chamber brain organoid 精读** (Wiki.js 1746) — adds `obsidian-vault/04-Literature/Deep-Reads/Aiello_Bagni_2025_biorxiv_Brain_Organoid_Fluid.md` (11,731 bytes, single-shot entry) — **NEW CelVivo-aligned evidence**: EMBO Reports 投稿版 (Aiello_Bagni_EMBO R_050325) — COMSOL Multiphysics 6.2 CFD quantification of Rotating Chamber (RC) shear stress field; chamber geometry 78.3 mm × 24.2 mm (outer) / 37.7 mm × 8.8 mm (inner); **shear stress < 20 mPa confirmed** (vs qualitative "low-shear" only previously); 0-300 objects per chamber all stable low-shear across densities 1010/1020/1030; multi-batch + multi-iPSC line brain organoid morphology PCA (CV <15% vs static >30%); scRNA-seq OXPHOS profiling; SOX2/Nestin/PAX6 + DCX + TBR1/SATB2/MAP2 multi-marker IHC; first **quantitative** confirmation of CelVivo RC low-shear claim | -| 2026-08-23 | `40b357b8` | **feat: Tian 2025 NatCommun 心外膜 mTOR 精读** (Wiki.js 1745) — adds `obsidian-vault/04-Literature/Deep-Reads/Tian_2025_NatCommun_Epicardium_mTOR.md` (15,578 bytes, single-shot entry) — **NEW cardiac organoid evidence**: Tian Y, Lucena-Cacace A, Tani K et al. (2025) Nat Commun DOI 10.1038/s41467-025-60934-8 — Torin1 (dual mTORC1/2 inhibitor, 200 nM) drives hiPSC epicardium maturation from embryonic to adult phenotype; qHSC→aHSC EMT reactivation pathway; bulk RNA-seq 379 DEGs; PCA explains 28.53% PC1 + 36.01% PC2 variance; co-culture hiPSC epicardium + ventricular cardiomyocyte EB → TNNI3 upregulation (paracrine maturation); mTORC1/2 dual inhibition is critical (Rapamycin alone insufficient); YBX3 + MAFF TF candidates via siRNA knockdown; first cardiac epicardium paper since MOC 心肌 maturation track started | -| 2026-08-23 | `5f02489a` | **feat: Kim 2025 NatCommun 液态金属 3D MEA 精读** (Wiki.js 1744) — adds `obsidian-vault/04-Literature/Deep-Reads/Kim_2025_NatCommun_Liquid_Metal_3D_MEA.md` (13,567 bytes, single-shot entry) — **NEW 3D-MEA / electrophysiology evidence**: Kim E, Jeong E, Hong YM et al. (2025) Nat Commun DOI 10.1038/s41467-024-55752-3 — magnetically reshapable EGaIn (eutectic gallium-indium) liquid-metal 3D MEA pillar array via microfluidic direct-ink-writing; pillar height 25-310 µm linearly controlled by print speed (R²>0.95, n=12, SEM<5%); pillar diameter to 14 µm (single-neuron scale); parylene-C selective sidewall encapsulation (only tip conductive); hPSC cortical organoid 120-day maturation (dual-SMAD inhibition + FGF2/EGF + BDNF/NT3); 6-marker IHC (MAP2/GFAP/VGLUT1/SATB2/CTIP2) showing 6-layer cortical-like structure; Ni magnetic layer for magnetic reshaping; 64-channel MEA + SU spike + network synchronization; **third flexible-electronics / 3D-MEA paper this cycle** after Liu 2026 (NBME shape-conformal porous framework) + Sharma 2026 (60-channel MCS MEA retinal organoid) — direct 3Brain HD-MEA competitive pressure signal | -| 2026-08-23 | `ad4abcde` | **feat: Ajongbolo 2025 Cells 脑类器官综述精读** (Wiki.js 1743) — adds `obsidian-vault/04-Literature/Deep-Reads/Ajongbolo_2025_Cells_Brain_Organoids_Review.md` (11,367 bytes, single-shot entry) — **NEW brain-organoid review evidence**: Ajongbolo AO, Langhans SA (2025) Cells DOI 10.3390/cells14110842 — comprehensive brain-organoid + assembloid review covering (i) whole-brain vs region-specific vs complex systems (assembloid + OoC + tumoroid + transplant); (ii) 4-tier characterization (morphological / biochemical / functional / omics); (iii) disease modeling across neurodevelopmental (microcephaly / macrocephaly / ASD / Rett / fragile X / Timothy syndrome) + neurodegenerative (AD / PD / HD / ALS) + brain tumor (glioblastoma / medulloblastoma / AT/RT); (iv) drug discovery + HTS pathways; first brain-organoid review since the 2026-07-29 Organoids 2026 disease-modeling review; **mentions ClinoStar / orbital shaker reagent-supply chain** | -| 2026-08-16 | `a4fa5a32` | **literature: review 类 Guo 2026 -v3 补 Fig 1** — in-place update ID 1724, 3 张图全 | -| 2026-08-16 | `00f824f2` | **literature: review 类 Guo 2026 -v2 修图床** — in-place update ID 1724, 加 2 张 Wiki.js 自带图 | -| 2026-08-16 | `2e6f5989` | **literature: 精读 Guo 2026 Front Cell Dev Biol - 类器官伦理审查** (review 类, Wiki ID 1724, NocoDB Id 3298) — **NEW external evidence** (类器官研究 IRB / 伦理审查 7 大强制要点系统综述, 嘉兴市第一医院 + 嘉兴大学医学院视角) | -| 2026-08-16 | `4073abf4` | **literature: 精读 Quintard 2024 -v4** — 转发语标题/落款加粗/删3Brain | -| 2026-08-16 | `24c713de` | **literature: 精读 Quintard 2024 -v3 Wiki.js 自带图床** (ID 1722, 6 张图永久) | -| 2026-08-16 | `290e9635` | **literature: 精读 Quintard 2024 -v2 修图床/双 H1/落款** (Wiki ID 1720) | -| 2026-08-16 | `0fc8db24` | **literature: 精读 Quintard 2024 Nat Commun - 微流控血管化类器官芯片** (Wiki ID 1719, NocoDB Id 3297) — **NEW external evidence** (10 通道并行微流控 + hiPSC-BVO 30 天功能性灌注培养 + 跨类器官验证) | -| 2026-08-12 | `297f106d` | **literature: 修齐 page 934 标杆** — H1 去括号 / 元数据用 bold / 📄PDF 文件名 (Liang 2026 v3) | -| 2026-08-12 | `aacba7aa` | **literature: frontmatter title 改中文 + 与正文 H1 一致** (Liang 2026 v2) | -| 2026-08-12 | `8699a154` | **literature: Liang 2026 Sci Rep liver organoid fibrosis - page 946 9 项 SOP 重写版** (Liang 2026 v2; 105+/122- lines; core-question / research-model / 6-finding 3-stage tables / 6 SeaFile Fig / "与我们的产品" 4-star / 4-paper refs / 转发语 / 完整落款) | -| 2026-08-12 | `e542c977` | **literature: Liang 2026 Sci Rep liver organoid + fibrosis platform (Id=770 NocoDB)** — **NEW external evidence** (3 轨道 Hep/Cho/HSC + DAPT+Dex P1-P10 长程成熟 + TGFβ 激活 HSC 体外纤维化模型; 7/7 Ollama qwen2.5vl 视觉审核通过; SeaFile 7/7 公网 200 验真; 飞轮 PATCH comm Id=87 + product Id=10 + NocoDB PATCH 770) | -| 2026-08-10 | `d97b39ed` | **Phase A 批量：6 篇精读加 Front Matter 6 字段** (doi/journal/year/volume/pages/authors/pmid) — Organoids 2026 review + CelVivo PAH + Shin 2024 + Fernandez Vallone 2026 + Liu 2026 + 类器官综述_CMOS_HD_MEA | -| 2026-08-10 | `3b929c2f` | **wang2024 方案 2 样品：6 个 Front Matter 字段 + 7 张图加 alt 描述** — `wang2024-org-on-chip.md` | -| 2026-08-10 | `6b717aef` | **MOC 方案 1 样品：建 1 个 MOC + 7 篇加 Front Matter (related: 反链)** — first MOC `MOC-类器官与3D培养.md` created; 7 papers got `related:` back-link frontmatter | -| 2026-08-09 | `a14758b1` | 精读: Wang 2024 Theranostics 类器官-芯片综述 (7 张配图 + Wiki.js ID 1700) — first Organoid-on-Chip 综述 / 7 大主题板块 | -| 2026-08-08 | `d7df3830` | cells paper v2: 双 H1 + 5张真图 (xref) — Fernandez Vallone 2026 | -| 2026-08-08 | `6c16dc05` | 精读: Fernandez Vallone 2026 Cells hiPSC 脑类器官 THSDC | -| 2026-08-07 | `65fef021` | fix: v2 with SeaFile links — Microbioreactor 2026 | -| 2026-08-07 | `18bee69f` | feat: Microbioreactor design 2026 Front Bioeng Biotechnol Mini Review (PMID 42516424) | -| 2026-08-08 | `1614ccf9` | fix: v11 - forwarding per skill template (Liu 2026) | -| 2026-08-08 | `a7cfb8a4` | fix: final - per Research SOP strict + clean internal traces (Liu 2026) | -| 2026-08-08 | `d1e8c6dd` | fix: v5 - per Research SOP + page 946 benchmark (Liu 2026) | -| 2026-08-08 | `b7882b81` | fix: v4 - add forward message (Liu 2026) | -| 2026-08-08 | `84e93402` | fix: v3 - Fig 3 restored from page 6, audit table removed (Liu 2026) | -| 2026-08-08 | `a69ad9c4` | literature: liu 2026 NBME shape-conformal organoid | -| 2026-08-08 | `1c05eee7` | literature: miao 2025 cell organoid vascularization v2 | -| 2026-08-08 | `a0810433` | 精读: Sharma K 2026 Cell Stem Cell 视网膜类器官血管化RGC存活与功能成熟 | -| 2026-07-29 | `2341383e` | fix(hook4): 湖北行去掉 'Robin 8 月出差高发地' 残留 (Robin 真实出差意图) | -| 2026-07-29 | `aa8fd2bc` | fix(hook4): 改标题 '下次出差' → '按 xlsx 缺口', Robin 后续自规划出差路径 | -| 2026-07-29 | `4b237a82` | feat(hook): 4 个经销商管理 Hook 升级 | -| 2026-07-29 | `b9da34dc` | fix(literature): Organoids 2026 综述 - 按 literature-deep-read-review SOP 重写 | -| 2026-07-29 | `0cd44fa0` | feat(literature): 精读 Organoids for disease modeling and treatment 2026 综述 | -| 2026-07-28 | `642e3dc6` | feat(agent): 新增代理商技术同事董慧群档案 (推 CelVivo 产品) | -| 2026-07-28 | `2718e46d` | feat(literature): Parate 2020 SCRT — PEMF 增强 MSC 旁分泌功能促软骨再生 | -| 2026-07-28 | `032de92f` | feat: 精读 Lee 2025 Front Vet Sci 犬脂肪源 MSC 3D 球体 | - -The **2026-08-16 cluster** is a **two-paper LDR cycle on the same day** -covering both an **organ-on-chip microfluidic platform paper** and an -**organoid ethical-review systematic-review paper**: - -- **Quintard C et al. (2024) Nat Commun DOI 10.1038/s41467-024-45710-4** - — a microfluidic platform for vascularized organoids-on-chip. The - paper establishes: (i) 10-channel parallel microfluidic chip (COC - 热压成型, U 型捕获位 300-800 µm 可调); (ii) fibrin + Matrigel hydrogel - with Landau-Levich-Bretherton 效应 → 100% 捕获效率 in 10 sec per - channel; (iii) hiPSC-derived blood vessel organoids (BVO, day 15) - + GFP-HUVEC + 纤维细胞共培养 → 30 天功能性灌注培养; (iv) 壁剪切速率 - 27-2000 s⁻¹, mean 134-531 s⁻¹ (与人体毛细血管生理范围 50-1900 s⁻¹ - 完美匹配); (v) 层级化血管: 37 µm 上游动脉-静脉 + 8 µm BVO 毛细管. - The 4 commits are the same single file - `obsidian-vault/Literature/Deep-Reads/Organoid/quintard_2024_vasorganoid_chip.md` - walked through Robin's standard LDR cycle: (a) **`0fc8db24`** adds - the file (189 lines, single-pass entry); (b) **`290e9635`** rewrites - to -v2 修图床/双 H1/落款; (c) **`24c713de`** adds -v3 Wiki.js 自带 - 图床 6 张图 (永久); (d) **`4073abf4`** is the -v4 转发语标题/落款 - 加粗 + 删 3Brain 工具名硬门槛合规修正. The "与我们的产品" table on - the paper lists **Mimetas OrganoPlate ⭐⭐⭐⭐ (直接对标: Phaseguide - 微流控技术)** + **CelVivo ClinoStar ⭐⭐⭐ (类器官前段成熟期培养: - BVO 在 hiPSC 分化到 day 15 需要悬浮旋转培养, ClinoStar 是该步骤 - 的金标准; day 15 后才转入芯片, ClinoStar 是完整工作流的前置)** + - **Emulate Organ-Chip ⭐⭐⭐**. -- **Guo Z, Zhang N (2026) Front Cell Dev Biol DOI 10.3389/fcell.2026.1721946** - — an IRB / ethical-review systematic-review paper for organoid - biomedical research. The paper establishes: (i) **7 大强制要点** - (样本来源合法性 / 捐赠者知情同意 [unlimited expansion / long-term - cryopreservation / inter-lab sharing / cross-border / future - unspecified research / commercial use / withdrawal mechanism] / - 数据隐私与去标识化 / 共培养产物主体性评估 [Guo 2026 首次提出] / - 动物福利 3R 原则 / 跨境监管合规 [中国 / 美国 / 欧盟 / 日本 / 韩国 - 对照表] / 长期保存与终止使用); (ii) **中国 IRB 实务视角 + 国际 - ISSCR / GDPR / OHRP 双重参照** (作者团队 = 嘉兴市第一医院医学伦理 - 委员会 + 嘉兴大学医学院, 中国 IRB 实践者); (iii) **共培养产物 - "新伦理实体" 框架** = 类器官 + 免疫细胞共培养 (CAR-T 培养) 不构成 - "新生物体" 但构成 "新伦理实体", 需要独立审查. The 3 commits are - the same single file - `obsidian-vault/Literature/Deep-Reads/Organoid/guo_2026_organoid_ethical_review.md` - walked through Robin's standard LDR cycle: (a) **`2e6f5989`** adds - the file (170 lines, single-pass entry); (b) **`00f824f2`** -v2 修 - 图床 (加 2 张 Wiki.js 自带图); (c) **`a4fa5a32`** -v3 补 Fig 1 - (3 张图全) — Fig 1 is the "类器官共培养模型" 概念图 (Robin 8-16 - 实战反思: 综述类概念图通常较小, 提取阈值要从 0KB 起步全收, 再按 - caption 关联; 之前 >200KB 过滤漏了 Fig 1). The "与我们的产品" - table on the paper lists **CelVivo ClinoStar ⭐⭐⭐⭐ (临床转化类 - 器官的伦理合规——本文 7 大要点直接适用于 ClinoStar 客户 IRB 申请; - Robin 推广 ClinoStar 给三甲医院时, 可附带本框架作为增值)** + - **Mimetas OrganoPlate ⭐⭐⭐⭐ (类器官共培养芯片的伦理审查依据—— - Mimetas 主打"类器官 + 免疫细胞共培养", 本文主题 B 的共培养伦理 - 框架直接适用)** + **Emulate Organ-Chip ⭐⭐⭐ (类器官 + 微流控 - 芯片的跨境监管参考)**. - -The **2026-08-12 cluster** is a **single-paper LDR cycle** on -**Liang Y et al. (2026) Sci Rep DOI 10.1038/s41598-026-42990-2** — a -mouse liver organoid platform paper from 澳门科技大学 + 香港大学 that -establishes: (i) single-tissue 3-轨道 (Hep-Orgs + Cho-Orgs + HSC) -separation; (ii) DAPT (Notch 抑制) + Dexamethasone for P1-P10 长程 -稳定成熟 (ALB / PAS / LDL / CYP all stable across 10 passages — single -DAPT only sustains P5); (iii) TGFβ 5-7 day activation of qHSC → aHSC -(Acta2 / Col1a1 上调); (iv) aHSC 共培养诱导 Hep-Orgs EMT -(Snail / Twist / Vimentin ↑; ALB / CK8 ↓; Lgr5 / EpCAM ↓; Ki67 ↓) = -体外肝纤维化模型. The 4 commits are the **same single file** -`04-Literature/Deep-Reads/Liver/2026-08-12_Liang_2026_SciRep_liver_organoid_fibrosis_platform.md` -walked through Robin's standard 3-stage SOP cycle: (a) **`e542c977`** -adds the file (186 lines, single-pass entry); (b) **`8699a154`** rewrites -the same file to the page 946 9 项 SOP 标杆 (105+/122- lines, adding -the 6 核心发现 三段式 tables + 6 SeaFile Fig + "与我们的产品" 4-star -table + 4-paper 参考文献 + 转发语 + 完整落款 + SeaFile PDF link); (c) -**`aacba7aa`** + **`297f106d`** are the **page 934 修齐** micro-revisions -(frontmatter title 改中文 / H1 去括号 / 元数据用 bold 单行 / 📄PDF -文件名 with actual filename) — the same alignment Robin applied across -the 2026-08-11 OVB-类器官 cycle. The "与我们的产品" 4-star table -on the paper lists CelVivo ClinoStar ⭐⭐⭐⭐ (P1-P10 长程扩增对应 -旋转培养 30+ 天无剪切; HSC 静止态在模拟微重力下 7+ 天维持) + -CelVivo ClinoReactor ⭐⭐⭐⭐ (单组织 3 轨道分通道灌流; TGFβ 时间程序 -精确切换) + CelVivo PhaseHolographic 成像 ⭐⭐⭐ + 3Brain HD-MEA ⭐⭐⭐ -(肝-神经互作延伸). - -**No new vault commits landed in the 2026-08-12T18:08Z → -2026-08-13T18:08Z window** — the vault HEAD is unchanged at -`297f106d`. The 2026-08-12 Liang 2026 cluster remains the most recent -committed vault activity. One new uncommitted file appeared in the -working tree this fetch: -`04-Literature/Deep-Reads/Review/zhou2023_computer_vision_microfluidics.md` -— the **first entry in a new `Review/` subfolder** (see the -Notable-entity section below). - -**7 new vault commits landed in the 2026-08-15T18:07Z → -2026-08-17T18:09Z window** — the vault HEAD bumped from `297f106d` -to `a4fa5a32`. The two 2026-08-16 LDR cycles (Quintard 2024 -microfluidic organ-on-chip + Guo 2026 organoid ethics systematic -review) are the **first time since the 2026-07-28 / 2026-07-29 -Parate / Lee / Hodge cluster** that two new paper deep-reads landed -on `main` in the same 48-hour window. The 2026-08-16 cluster -replaces the 2026-08-12 Liang 2026 cluster as the most recent -committed vault activity. Two new untracked directories appeared in -the working tree this fetch: `celvivo_commercial/1331651_20260630_131201.pdf` -(the 6-30 quote PDF migrated into a new folder) + `templates/类器官IRB申请清单.md` -(the IRB application checklist derived from Guo 2026 — Robin's first -customer-facing sales ammunition template produced from a single -deep-read; see the Notable-entity section below for synthesis). - -The **2026-08-10 cluster** is a **frontmatter-hygiene + MOC-discipline -sprint** rather than new external evidence: (a) **Phase A batch** -(`d97b39ed`) standardized 6 deep-read notes with the structured 6-field -frontmatter (doi / journal / year / **volume** / **pages** / -**authors** array / pmid) that the prior notes had been missing; (b) -**方案 2 样品** (`3b929c2f`) added 7 image alt descriptions on top of the -6-field frontmatter for `wang2024-org-on-chip.md`; (c) **MOC 方案 1 -样品** (`6b717aef`) created Robin's first Map-of-Content file -(`04-Literature/Deep-Reads/MOCs/MOC-类器官与3D培养.md`, 95 lines, 沙牛《AI -时代的 Obsidian 公开课》课时 1 pattern) and added `related:` back-link -frontmatter to 7 papers. The MOC's own `related:` list already names -the next planned MOC — `[[MOC-3Brain-HD-MEA]]` — plus -`[[02-Clients/Agents/_known_associations]]` and -`[[02-Active-Deals/CellShot-TriArm-Demo-计划-v2-老师版-2026-07-20]]`, -so the MOC pattern is expected to extend. - -The **2026-08-08 cluster** (prior manifest) was the literature -flywheel-sync output (Liu 2026, Miao 2025 v2, Sharma 2026) — already -indexed on [`/sources/literature.md`](/sources/literature.md). The -**2026-08-07 / 2026-08-08 micro-revisions** on Liu 2026 (`a69ad9c4` → -`1614ccf9`) are the 8-step SOP rewrite cycle (v3 → v11) Robin re-ran -on the same paper. - -## openwiki-wiki — working-tree status (2026-08-31) - -- **Branch:** `main` -- **HEAD:** `9582deadda4681fe1481f9992905230ace7e5990` (the - `chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-31)` commit). The 2026-08-31T18:09Z - fetch observed wiki HEAD bumped from `d56da3afddfced20a01fbecd9912fe3ec87a25b4` (2026-08-30T18:06Z - fetch) to `9582dea` — **2 new automated wiki commits** in the - 2026-08-30T18:06Z → 2026-08-31T18:09Z 24-hour window: (a) `c9e2770` - chore: daily update 2026-08-31 (2026-08-31 02:18 +0800, committed 15 files per `git show --stat - c9e2770` — including `.last-update.json` + `index.md` + `quickstart.md` + - `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + - `sources/index.md` + `sources/nocodb.md` + `sources/openwiki-version-drift.md` + - `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + - `sources/wikijs.md` + `themes/05-robin-research.md` + `themes/index.md` — - reducing the working-tree dirty count from 11 → 5 per the manifest `changedFiles` list at the 2026-08-31 fetch; - (b) `9582dea` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts - (sources-sync 2026-08-31, 2026-08-31 02:30 +0800). The `9582dea` - sources-sync re-applied the count-data wipe pattern on NocoDB / - SeaFile / Wiki.js / RAGFlow for the **seventeenth** consecutive time - (after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` - 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` - 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` - 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + `502281f` - 2026-08-27 + `c992dd6` 2026-08-28 + `37d1ba6` 2026-08-29 + `d56da3a` 2026-08-30 + now `9582dea` 2026-08-31); the - sources-sync committed 4 files per `git show --stat 9582dea` — - `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + - `sources/wikijs.md`. The very next HN-1 2026-08-31T18:00Z + - web-search-1 2026-08-31 (skipped) + this git-repo-1 - 2026-08-31T18:09Z run's synthesis edits re-touched the same files + - the sources-sync `9582dea` re-touched the 4 source-sync files (the - same pattern as the 2026-08-28 + 2026-08-29 + 2026-08-30 fetches). - The very next HN-1 2026-08-31 Almanac (YC S26) synthesis edits added 3 NEW - dirty files (`themes.md` + `themes/03-ai-agents.md` + - `sources/literature.md`) not previously touched by the - `c9e2770` daily update. The combined effect is the - working-tree dirty count bumped from 5 → 11 at this fetch because - the sources-sync `9582dea` re-touched the 4 source-sync files that - the `c9e2770` daily update had committed; the HN-1 Almanac - synthesis re-touched `themes.md` + `themes/03-ai-agents.md` (the - agent-memory-architecture row updated to mention Almanac as - shipped-product evidence) + `sources/literature.md` (Almanac - cross-reference added). -- **Working-tree state:** 11 modified files (uncommitted — pending - next CLI orchestration). The 2026-08-31T18:09Z fetch observed the - working tree at 11 uncommitted files (up from 9 at the - 2026-08-30T18:06Z fetch because the `9582dea` sources-sync re-touched - the 4 source-sync files + the `c9e2770` daily update re-touched - `.last-update.json` + this run's HN-1 Almanac synthesis edits - re-touched `themes.md` + `themes/03-ai-agents.md` + - `sources/literature.md` + this git-repo-1 2026-08-31T18:09Z run's - synthesis edits re-touched `sources/git-repo.md` (this page) + - `quickstart.md` (the "Latest update" paragraph), - even though the `c9e2770` daily update had - committed 15 of the prior dirty files per `git show --stat c9e2770` - — including `commitments.md` was not in this set at the 2026-08-31 - fetch; the `c9e2770` commit reduced the dirty count from 11 → 5). - The 11 dirty files at this fetch per the manifest `changedFiles` - list are: - - `.last-update.json` — CLI metadata, will be updated when this run's - `status: complete` lands (re-touched by `c9e2770` 2026-08-31 - daily update after the previous metadata cycle). - - `quickstart.md` — contains the accumulated "Latest update" - paragraphs from the prior HN-1 2026-08-30T18:00Z + HN-1 2026-08-31T18:00Z - + web-search-1 2026-08-30 (skipped) + web-search-1 2026-08-31 - (skipped) + git-repo-1 2026-08-30T18:06Z runs + the "Latest - update — git-repo-1 (2026-08-30T18:06Z)" paragraph added by the - 2026-08-30 git-repo run; this git-repo-1 2026-08-31T18:09Z run - adds the "Latest update — git-repo-1 (2026-08-31T18:09Z)" paragraph - and updates the Backlog git-repo entry to reflect the new wiki HEAD - `9582dea` + the **seventeenth** consecutive sources-sync + the - 5-calendar-day-vault-silence-ended + the carry-forward bump to - 20/15/15/8-day + the parallel `templates/` + `celvivo_commercial/` - confirmed-one-off alongside the `Review/` subfolder carrying - forward unchanged at the 2026-08-31 fetch + the - `deepread_40240593/` pipeline workspace at 7-day carry-forward with - 6 consecutive silent fetches since the 2026-08-24/25 burst + the - new `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` subfolder - opened with 5 single-shot LDR entries in this fetch. - - `sources/hackernews.md` — accumulated "Latest update — - 2026-08-30 18:00 UTC" + "Latest update — 2026-08-31 18:00 UTC" - sections from the prior HN-1 runs (the 2026-08-30 pull + the - 2026-08-31 Almanac YC S26 pull — 21 pts + 22 cmts on item - `49511007`, surfaced via Algolia `organoid` + `3Brain` - substring-noise duplicate) — landed in uncommitted state - during the HN-1 runs. - - `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` - + `sources/wikijs.md` — count-data refresh from the **seventeenth** - consecutive sources-sync `9582dea` (2026-08-31 02:30 +0800); the - sources-sync re-applied the 2026-08-15 count-data wipe pattern on - all 4 source-sync files. These 4 files were committed by the - `c9e2770` 2026-08-31 daily update earlier in the window, then - re-dirtied by the `9582dea` sources-sync that landed later in - the window — same pattern as the 2026-08-28 + 2026-08-29 + 2026-08-30 fetches - (5 → 8 → 9 → 11 dirty file re-bump after the sources-sync + the - 3 NEW HN-1 Almanac synthesis dirty files). - - `sources/literature.md` — NEW dirty file at this fetch (not in - the 2026-08-30 dirty set); the HN-1 Almanac 2026-08-31 - synthesis pass added a cross-reference to the - `agent-memory-architecture` row's Almanac evidence in the - `/sources/literature.md` cross-reference section. - - `sources/web-search.md` — connector-skipped operational notes from - the 2026-08-30 + 2026-08-31 web-search-1 attempts (both skipped - because `web-search-1` is not enabled in the runtime registry and - `TAVILY_API_KEY` is empty — 17th + 18th consecutive skips on the - same code path); the file re-appears as dirty after the per-run - refresh of the operational-notes section. - - `themes.md` — NEW dirty file at this fetch (not in the 2026-08-30 - dirty set); the HN-1 Almanac 2026-08-31 synthesis pass updated - the `agent-memory-architecture` row to add Almanac as - shipped-product evidence (Last seen 2026-08-13 → 2026-08-31; - Evidence count 16+ → 17+). - - `themes/03-ai-agents.md` — NEW dirty file at this fetch (not in - the 2026-08-30 dirty set); the HN-1 Almanac 2026-08-31 - synthesis pass added the Almanac bullet to the "Adjacent - workflow signals (HN / Tavily)" section of the AI-agents theme. -- **Auth:** local path only — no remote, no credentials. -- **New file in this window:** none — the `sources/openwiki-version-drift.md` - auto-generated page (created in the 2026-08-17 daily update `5c70881`) - was committed by the `81ac94a` 2026-08-26 daily update + the - `6024ac7` 2026-08-28 daily update; the file re-appears as dirty after - this run because the very next synthesis edits re-touch the file - (refresh of the timestamp) — same pattern as prior daily updates. -- **Auth:** local path only — no remote, no credentials. - -### Recent commits (latest first) - -| Date | Hash | Note | -| --- | --- | --- | -| 2026-08-31 | `9582dea` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-31) — **count-data wipe re-applied** for the **seventeenth** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576` + 2026-08-22 `43d4548` + 2026-08-23 `8f8f767` + 2026-08-24 `127c2dc` + 2026-08-25 `1003b92` + 2026-08-26 `ebb95c0` + 2026-08-27 `502281f` + 2026-08-28 `c992dd6` + 2026-08-29 `37d1ba6` + 2026-08-30 `d56da3a`); committed `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/wikijs.md` per `git show --stat 9582dea`; see Notable-entity § "2026-08-15 sources-sync bug" | -| 2026-08-31 | `c9e2770` | chore: daily update 2026-08-31 (synthesis-layer edits accumulated from the prior HN-1 2026-08-30T18:00Z + HN-1 2026-08-31T18:00Z + web-search-1 2026-08-30 (skipped) + web-search-1 2026-08-31 (skipped) + git-repo-1 2026-08-30T18:06Z runs; per `git show --stat c9e2770` the commit touched 15 files from the prior dirty set including `.last-update.json` + `index.md` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/nocodb.md` + `sources/openwiki-version-drift.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `themes/05-robin-research.md` + `themes/index.md`; reducing uncommitted-file count from 11 → 5 at the 2026-08-31T18:09Z fetch) | -| 2026-08-30 | `d56da3a` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-30) — **count-data wipe re-applied** for the **sixteenth** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576` + 2026-08-22 `43d4548` + 2026-08-23 `8f8f767` + 2026-08-24 `127c2dc` + 2026-08-25 `1003b92` + 2026-08-26 `ebb95c0` + 2026-08-27 `502281f` + 2026-08-28 `c992dd6` + 2026-08-29 `37d1ba6`); committed `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/wikijs.md` per `git show --stat d56da3a`; see Notable-entity § "2026-08-15 sources-sync bug" | -| 2026-08-30 | `7eed6ca` | chore: daily update 2026-08-30 (synthesis-layer edits accumulated from the prior HN-1 2026-08-29T18:00Z + HN-1 2026-08-30T18:00Z + web-search-1 2026-08-29 (skipped) + web-search-1 2026-08-30 (skipped) + git-repo-1 2026-08-29T18:10Z runs; per `git show --stat 7eed6ca` the commit touched 13 files from the prior dirty set including `.last-update.json` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `themes/05-robin-research.md` + `themes/index.md`; reducing uncommitted-file count from 8 → 5 at the 2026-08-30T18:06Z fetch) | -| 2026-08-29 | `37d1ba6` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-29) — **count-data wipe re-applied** for the **fifteenth** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576` + 2026-08-22 `43d4548` + 2026-08-23 `8f8f767` + 2026-08-24 `127c2dc` + 2026-08-25 `1003b92` + 2026-08-26 `ebb95c0` + 2026-08-27 `502281f` + 2026-08-28 `c992dd6`); committed `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/wikijs.md` per `git show --stat 37d1ba6`; see Notable-entity § "2026-08-15 sources-sync bug" | -| 2026-08-29 | `ef0e144` | chore: daily update 2026-08-29 — `.last-update.json` only (re-touched after the `0f6a901` commit by the CLI metadata update) | -| 2026-08-29 | `0f6a901` | chore: daily update 2026-08-29 — 3-connector raw data refresh (HN-1 fully-zero + git-repo-1 vault-silent + web-search-1 skip) — committed 9 files per `git show --stat 0f6a901` — including `.last-update.json` + `index.md` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/web-search.md` + `themes/05-robin-research.md` + `themes/index.md`; reducing uncommitted-file count from 11 → 8 at the 2026-08-29T18:10Z fetch | -| 2026-08-28 | `6024ac7` | chore: daily update 2026-08-28 (synthesis-layer edits accumulated from the prior HN-1 2026-08-27T18:00Z + HN-1 2026-08-28T18:00Z + web-search-1 2026-08-27 (skipped) + web-search-1 2026-08-28 (skipped) + git-repo-1 2026-08-27T18:25Z runs; committed 16 files per `git show --stat 6024ac7` — including `.last-update.json` + `commitments.md` + `index.md` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/nocodb.md` + `sources/openwiki-version-drift.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `themes.md` + `themes/index.md` + `themes/05-robin-research.md`; reducing uncommitted-file count from 17 → 5 per the manifest `changedFiles` list at the 2026-08-28T18:09Z fetch) | -| 2026-08-28 | `c992dd6` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-28) — **count-data wipe re-applied** for the **fourteenth** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576` + 2026-08-22 `43d4548` + 2026-08-23 `8f8f767` + 2026-08-24 `127c2dc` + 2026-08-25 `1003b92` + 2026-08-26 `ebb95c0` + 2026-08-27 `502281f`); see Notable-entity § "2026-08-15 sources-sync bug" | -| 2026-08-27 | `502281f` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-27) — **count-data wipe re-applied** for the **thirteenth** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576` + 2026-08-22 `43d4548` + 2026-08-23 `8f8f767` + 2026-08-24 `127c2dc` + 2026-08-25 `1003b92` + 2026-08-26 `ebb95c0`); see Notable-entity § "2026-08-15 sources-sync bug" | -| 2026-08-27 | `f51ff7c` | chore: daily update 2026-08-27 (synthesis-layer edits accumulated from the prior HN-1 2026-08-26T18:00Z + HN-1 2026-08-27T18:00Z + web-search-1 2026-08-26 (skipped) + web-search-1 2026-08-27 (skipped) + git-repo-1 2026-08-26T18:06Z runs; committed 14 of the prior 17 dirty files per `git show --stat f51ff7c` — including `commitments.md` + `index.md` + `themes.md` + `themes/index.md` + `themes/05-robin-research.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/openwiki-version-drift.md` + `sources/web-search.md` + `sources/README.md` + `quickstart.md` + `.last-update.json`; reducing uncommitted-file count from 17 → 11) | -| 2026-08-26 | `ebb95c0` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-26) — **count-data wipe re-applied** for the **twelfth** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576` + 2026-08-22 `43d4548` + 2026-08-23 `8f8f767` + 2026-08-24 `127c2dc` + 2026-08-25 `1003b92`); see Notable-entity § "2026-08-15 sources-sync bug" | -| 2026-08-26 | `81ac94a` | chore: daily update 2026-08-26 (synthesis-layer edits accumulated from the prior HN-1 2026-08-25T18:00Z + HN-1 2026-08-26T18:00Z + web-search-1 2026-08-25 (skipped) + git-repo-1 2026-08-25T18:13Z runs; committed 14 of the prior 17 dirty files per `git show --stat 81ac94a` — including `commitments.md` + `index.md` + `themes.md` + `themes/index.md` + `themes/05-robin-research.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/openwiki-version-drift.md` + `sources/web-search.md` + `sources/README.md` + `quickstart.md` + `.last-update.json`; reducing uncommitted-file count from 11 → 8) | -| 2026-08-25 | `1003b92` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-25) — **count-data wipe re-applied** for the **eleventh** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576` + 2026-08-22 `43d4548` + 2026-08-23 `8f8f767` + 2026-08-24 `127c2dc`); see Notable-entity § "2026-08-15 sources-sync bug" | -| 2026-08-25 | `3255613` | chore: daily update 2026-08-25 (synthesis-layer edits accumulated from the prior HN-1 2026-08-25T18:00Z + web-search-1 2026-08-25 (skipped) + git-repo-1 2026-08-25T18:13Z runs; committed 17 files from the prior dirty set per `git show --stat 3255613` — including `commitments.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/nocodb.md` + `sources/openwiki-version-drift.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `index.md` + `quickstart.md` + `sources/README.md` + `themes.md` + `themes/05-robin-research.md` + `themes/index.md`; the very next synthesis edits from the git-repo-1 2026-08-25T18:13Z run re-touch the same files + add 2 newly dirty files per the manifest `changedFiles` list) | -| 2026-08-24 | `127c2dc` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-24) — **count-data wipe re-applied** for the **tenth** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576` + 2026-08-22 `43d4548` + 2026-08-23 `8f8f767`); see Notable-entity § "2026-08-15 sources-sync bug" | -| 2026-08-23 | `a9568d8` | chore: daily update 2026-08-23 (synthesis-layer edits accumulated from the prior HN-1 2026-08-22T18:00Z + web-search-1 2026-08-22 (skipped) + web-search-1 2026-08-23 (skipped) + git-repo-1 2026-08-22T18:13Z runs; committed `sources/git-repo.md` + `sources/index.md` + `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/wikijs.md` + `themes/05-robin-research.md` from the prior dirty set, reducing uncommitted-file count from 9 → 6) | -| 2026-08-23 | `8f8f767` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-23) — **count-data wipe re-applied** for the **ninth** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576` + 2026-08-22 `43d4548`); see Notable-entity § "2026-08-15 sources-sync bug" | -| 2026-08-22 | `43d4548` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-22) — **count-data wipe re-applied** for the **eighth** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576`); see Notable-entity § "2026-08-15 sources-sync bug" | -| 2026-08-22 | `d8e2277` | chore: daily update 2026-08-22 (synthesis-layer edits accumulated from the prior HN-1 2026-08-22T18:00Z + web-search-1 2026-08-22 (skipped) + git-repo-1 2026-08-21T18:09Z runs) | -| 2026-08-21 | `f6c2576` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-21) — **count-data wipe re-applied** for the **seventh** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339`); see Notable-entity § "2026-08-15 sources-sync bug" | -| 2026-08-21 | `b6dc337` | chore: daily update 2026-08-21 (synthesis-layer edits accumulated from the prior HN-1 2026-08-21T18:00Z + web-search-1 2026-08-21 (skipped) + git-repo-1 2026-08-20T18:09Z runs; committed `sources/index.md` from the 2026-08-20 dirty set) | -| 2026-08-20 | `bd30339` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-20) — **count-data wipe re-applied** for the **sixth** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2`); see Notable-entity § "2026-08-15 sources-sync bug" | -| 2026-08-20 | `a44f284` | chore: daily update 2026-08-20 (synthesis-layer edits accumulated from the prior HN-1 2026-08-20T18:00Z + web-search-1 2026-08-20 (skipped) + git-repo-1 2026-08-19T18:08Z runs) | -| 2026-08-19 | `dcb53a2` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-19) — **count-data wipe re-applied** for the **fifth** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae`); see Notable-entity § "2026-08-15 sources-sync bug" | -| 2026-08-19 | `7e904ec` | chore: daily update 2026-08-19 (synthesis-layer edits accumulated from the prior HN-1 2026-08-19T18:00Z + web-search-1 2026-08-19 + git-repo-1 2026-08-18T18:10Z runs + the prior `sources/openwiki-version-drift.md` carryover) | -| 2026-08-18 | `1fc73ae` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-18) — **count-data wipe re-applied** for the **fourth** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285`); see Notable-entity § "2026-08-15 sources-sync bug" | -| 2026-08-18 | `8127797` | chore: daily update 2026-08-18 (synthesis-layer edits accumulated from the prior HN-1 2026-08-18T18:00Z + git-repo-1 2026-08-17T18:09Z runs + the new `sources/openwiki-version-drift.md` carryover) | -| 2026-08-17 | `be49285` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-17) | -| 2026-08-17 | `5c70881` | chore: daily update 2026-08-17 (added `sources/openwiki-version-drift.md` auto-generated page + refreshed HN-1 / web-search-1 / git-repo-1 sections) | -| 2026-08-16 | `997b648` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-16) | -| 2026-08-16 | `151d22b` | chore: daily update 2026-08-16 (committed `sources/index.md` from the 2026-08-15 dirty set; refreshed HN-1 / web-search-1 / git-repo-1 / themes/05-robin-research sections) | -| 2026-08-15 | `2507925` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-15) — **count-data wipe** (NocoDB 6614 → 0, Wiki.js 83 → 0, RAGFlow landing 200 → 000); see Notable-entity § "2026-08-15 sources-sync bug" | -| 2026-08-15 | `173b58c` | chore: daily update 2026-08-15 (added OKF frontmatter to nocodb.md / ragflow.md / seafile.md / wikijs.md) | -| 2026-08-14 | `6258717` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-14) | -| 2026-08-14 | `021e929` | chore: daily update 2026-08-14 | -| 2026-08-13 | `1737454` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-13) | -| 2026-08-13 | `8ddc6d9` | chore: daily update 2026-08-13 (commitment + quickstart + sources/literature + sources/web-search + themes/01-organoid-equipment + themes/05-robin-research from the HN-1 2026-08-13 synthesis pass) | -| 2026-08-12 | `c57ead4` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-12) | -| 2026-08-12 | `431ee6a` | chore: daily update 2026-08-12 | -| 2026-08-11 | `b64ae41` | lit: PMID 41536916 Bioactive Materials AIVOs 综述 (Wiki.js 1711) | -| 2026-08-11 | `523ee7f` | lit: PMID 41686639 Cell Reports TNBC DEO + ROCK (Wiki.js 1710) | -| 2026-08-11 | `9be4f55` | lit: PMID 41909700 Front Immunol 2026 类器官-小胶质细胞综述 (Wiki.js 1709) | -| 2026-08-11 | `cc69ece` | lit: PMID 42041571 v4 - 按 literature-deep-read-research 9 项强制格式 | -| 2026-08-11 | `b4bc8d9` | lit: PMID 42041571 修正 - 真实PDF + 10张真图链接 | -| 2026-08-11 | `12480ab` | lit: 修正 wiki_url 到真实内网地址 | -| 2026-08-11 | `cdc59c5` | lit: PMID 42041571 OVB-organoids vs cerebral organoids Cells 2026 | -| 2026-08-11 | `2bcde39` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-11) | -| 2026-08-11 | `7556e31` | chore: daily update 2026-08-11 | -| 2026-08-09 | `dde053a` | auto: 2026-08-09 Wang 2024 Theranostics OrgOC 综述精读入口 | -| 2026-08-09 | `3267338` | chore: daily update 2026-08-09 | -| 2026-08-09 | `06f60e1` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-09) | -| 2026-08-08 | `c94940c7` | feat: add Microbioreactor 2026 v4 (PMID 42516424, ID 1696) | -| 2026-08-08 | `7f65024` | feat: add Microbioreactor 2026 v3 (PMID 42516424) | -| 2026-08-08 | `ea4f14a` | feat: add Microbioreactor 2026 v2 (PMID 42516424) | -| 2026-08-08 | `a193e46` | feat: add Microbioreactor 2026 (PMID 42516424) deep-read entry | -| 2026-08-08 | `bf90a91` | fix: liu 2026 wiki link to main path | -| 2026-08-08 | `cf1dbe0` | fix: liu 2026 final link | -| 2026-08-08 | `26efd2f` | fix: liu 2026 v5 link | -| 2026-08-08 | `e18993a` | fix: liu 2026 v4 link | -| 2026-08-08 | `b206bd9` | fix: liu 2026 v3 link | -| 2026-08-08 | `c26dbdf` | fix: liu 2026 wiki link to v2 | -| 2026-08-08 | `703c3d4` | literature: liu 2026 NBME shape-conformal organoid | -| 2026-08-08 | `1b78735` | literature: miao 2025 cell v2 | -| 2026-08-08 | `5adc406` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-08) | -| 2026-08-08 | `037c5f3` | lit: add Sharma K 2026 Cell Stem Cell vRO retinal organoid (PMID 41529691) | -| 2026-08-07 | `9e80977` | feat(openwiki): complete data flywheel activation (2026-08-07) | -| 2026-08-07 | `45af5a4` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-07) | -| 2026-08-07 | `bcd4a4f` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-07) | -| 2026-08-07 | `0bbef0f` | feat(openwiki v0.3.1 --update): generate themes 4-5 + index.md + themes/ + sources/ index (2026-08-07) | -| 2026-08-07 | `285c53b` | feat(openwiki v0.3.1): add YAML frontmatter + install-id markers from initial init run (2026-08-07) | -| 2026-07-24 | `3102e96` | feat(sources): 全国 261 家经销商地图 (2026-07-24, 不含敏感信息) | - -The wiki repo is the OpenWiki output itself — it persists across -update runs. **4 new wiki-side commits landed in the -2026-08-13T18:08Z → 2026-08-15T18:07Z window**: (a) `021e929` -(2026-08-14 +0800 02:18, `chore: daily update 2026-08-14`); (b) -`6258717` (2026-08-14 +0800 02:30, `chore(sources): refresh -NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-14)`); -(c) `173b58c` (2026-08-15 +0800 02:00, `chore: daily update 2026-08-15` -— added OKF frontmatter to nocodb.md / ragflow.md / seafile.md / -wikijs.md); (d) `2507925` (2026-08-15 +0800 02:31, `chore(sources): -refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync -2026-08-15)` — **count-data wipe** carried into the source pages; see -Notable-entity § "2026-08-15 sources-sync bug" below). Between these 4 -commits, the wiki HEAD advanced from `1737454` (2026-08-13 -sources-sync) to `2507925` (2026-08-15 sources-sync). The 6 wiki commits -from 2026-08-11 / 2026-08-12 (`7556e31` / `431ee6a` daily + -`2bcde39` / `c57ead4` sources-sync + the 6 lit-PMID commits on -2026-08-11 + `2bc03f3` / `06f60e1` / `5adc406` / `3267338` / -`dde053a` from the 2026-08-08 / 2026-08-09 cluster) are all already in -`2507925`'s ancestry. The **Liang 2026 wiki sync** has not yet landed -(the `/sources/literature.md` short row is in working tree only); the -next wiki commit should add a fuller Liang 2026 row when the synthesis -pipeline catches up. - -### Summary of last 48 hours - -| Window (UTC) | Vault | Wiki | -| --- | --- | --- | -| 2026-08-30T18:06:00Z → 2026-08-31T18:09:00Z | HEAD `9d4767c7` → **`391e47131679ce9edf0f525236e78ebb13e0d232`** (**5 new commits**, all on 2026-08-31 +0800 between 13:05 and 13:42, single-day cluster) — **breaks the 5-fetch vault silence streak** since the 2026-08-24/25 SECOND 5-paper burst, **5 calendar days of vault silence ended**; **the 2026-08-31 5-paper LDR cluster is the THIRD consecutive single-day 5-paper burst in 5 calendar days**, all CelVivo-anchored (Yan + Miao + Nguyen + Aiello + Stewart), all single-shot LDR entries in the **NEW `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` subfolder** (capital-V variant, distinct from the existing lowercase `04-Literature/Deep-Reads/Celvivo/` 143-file subfolder); the cluster creates **1 NEW `04-Literature/Deep-Reads/` subfolder** + adds 5 single-shot LDR files to it: `eb24ab72` Stewart 2023 Front Microbiol BA.5/XBB neurotropic brain organoids + `030f31ed` Aiello 2025 EMBO reports reproducible brain organoids (CelVivo ClinoReactor; **CelVivo ApS as co-author affiliation**) + `fad7e21e` Nguyen 2024 npj Viruses JEV G4 2022 Australia brain organoids + `4fca0123` Miao 2025 Cell vascularized lung/gut organoids (CelVivo ClinoReactor; companion to the 2026-08-08 flywheel-sync Miao 2025 v2 deep-read) + `391e4713` Yan 2024 Cell Reports TMEM106B SARS-CoV-2 ACE2-independent brain organoids (CelVivo); 4 of 5 are brain organoids (Yan + Aiello + Nguyen + Stewart = QIMR Berghofer Suhrbier/Rawle viral-neurotropism line + CelVivo ApS co-authored reproducibility) + 1 vascularized lung/gut (Miao). All 5 land at `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` — Robin expands the per-vendor subfolder taxonomy from 1 (`Celvivo/` lowercase) → 2 (`Celvivo/` lowercase + `CelVivo/` capital) for **two parallel CelVivo-anchored canonical subfolders**; the carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` 19-day → **20-day carry-forward** (17 → **18 fetches silent**, stale carry-forward note) + `celvivo_commercial/` + `templates/` 14-day → **15-day carry-forward** (both confirmed one-off alongside the `Review/` subfolder, carrying forward unchanged at the 2026-08-31 fetch) + `deepread_40240593/` 7-day → **8-day carry-forward** (mtime unchanged across **7 consecutive silent fetches** since creation, working-folder-pipeline hypothesis further weakened at this fetch — **8th fetch silent on directory mtime**); no new untracked dirs at this fetch | HEAD `d56da3a` → `9582dea` (**2 new automated commits**: `c9e2770` chore: daily update 2026-08-31 (2026-08-31T02:18 +0800, committed 15 files per `git show --stat c9e2770` — including `.last-update.json` + `index.md` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/nocodb.md` + `sources/openwiki-version-drift.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `themes/05-robin-research.md` + `themes/index.md`; reducing uncommitted-file count from 11 → 5) + `9582dea` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-31, 2026-08-31T02:30 +0800, the **seventeenth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + `502281f` 2026-08-27 + `c992dd6` 2026-08-28 + `37d1ba6` 2026-08-29 + `d56da3a` 2026-08-30 + now `9582dea` 2026-08-31; committed `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/wikijs.md` per `git show --stat 9582dea` — the same 4 source-sync files re-touched after the `c9e2770` commit had already cleared them, the same re-bump pattern as the 2026-08-28 + 2026-08-29 + 2026-08-30 fetches); the 11 dirty wiki files at this fetch per the manifest `changedFiles` list are `M .last-update.json` + `M quickstart.md` + `M sources/hackernews.md` + `M sources/literature.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/web-search.md` + `M sources/wikijs.md` + `M themes.md` + `M themes/03-ai-agents.md` — up from the 9-dirty-file baseline at the 2026-08-30T18:06Z fetch because the `9582dea` sources-sync re-touched the 4 source-sync files that had been committed by the `c9e2770` daily update + the HN-1 2026-08-31 Almanac (YC S26) synthesis pass added 3 NEW dirty files (`sources/literature.md` + `themes.md` + `themes/03-ai-agents.md`) for the `agent-memory-architecture` row refresh) | -| --- | --- | --- | -| 2026-08-29T18:10:00Z → 2026-08-30T18:06:00Z | HEAD **unchanged** at `9d4767c7` (**0 new commits**, **0 new mtime changes** — **vault silent for the 5th consecutive fetch** since the 2026-08-24/25 SECOND 5-paper burst; the 2026-08-25 5-paper cluster remains the most recent vault activity, **5 calendar days stale**; the carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` 18-day → **19-day carry-forward** (16 → **17 fetches silent**, stale carry-forward note per the 2026-08-27 fetch confirming the 2026-08-26 watchlist-downgrade consideration as a one-off) + `celvivo_commercial/` + `templates/` 13-day → **14-day carry-forward** (**both confirmed one-off alongside the `Review/` subfolder at the 2026-08-28 fetch, carrying forward unchanged at the 2026-08-29 + 2026-08-30 fetches** — same duration at which the `Review/` entry was confirmed one-off) + `deepread_40240593/` 6-day → **7-day carry-forward** (mtime unchanged across **6 consecutive silent fetches** since creation, working-folder-pipeline hypothesis further weakened); no new untracked dirs) | HEAD `37d1ba6d` → `d56da3a` (**2 new automated commits**: `7eed6ca` chore: daily update 2026-08-30 (2026-08-30T02:?? +0800, committed 13 files per `git show --stat 7eed6ca` — including `.last-update.json` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `themes/05-robin-research.md` + `themes/index.md`; reducing uncommitted-file count from 8 → 5) + `d56da3a` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-30, 2026-08-30T02:30 +0800, the **sixteenth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + `502281f` 2026-08-27 + `c992dd6` 2026-08-28 + `37d1ba6` 2026-08-29 + now `d56da3a` 2026-08-30; committed `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/wikijs.md` per `git show --stat d56da3a` — the same 4 source-sync files re-touched after the `7eed6ca` commit had already cleared them, the same re-bump pattern as the 2026-08-28 + 2026-08-29 fetches); the 9 dirty wiki files at this fetch per the manifest `changedFiles` list are `M .last-update.json` + `M index.md` + `M quickstart.md` + `M sources/hackernews.md` + `M sources/nocodb.md` + `M sources/openwiki-version-drift.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/wikijs.md` — up from the 8-dirty-file baseline at the 2026-08-29T18:10Z fetch because the `d56da3a` sources-sync re-touched the 4 source-sync files that had been committed by the `7eed6ca` daily update + the CLI metadata cycle re-touched `sources/openwiki-version-drift.md` + `index.md`) | -| --- | --- | --- | -| 2026-08-28T18:09:00Z → 2026-08-29T18:10:00Z | HEAD **unchanged** at `9d4767c7` (**0 new commits**, **0 new mtime changes** — **vault silent for the 4th consecutive fetch** since the 2026-08-24/25 SECOND 5-paper burst; the 2026-08-25 5-paper cluster remains the most recent vault activity, **4 calendar days stale**; the carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` 17-day → **18-day carry-forward** (15 → **16 fetches silent**, stale carry-forward note per the 2026-08-27 fetch confirming the 2026-08-26 watchlist-downgrade consideration as a one-off) + `celvivo_commercial/` + `templates/` 12-day → **13-day carry-forward** (**the 2026-08-28 fetch confirmed the parallel `templates/` + `celvivo_commercial/` entries as one-off alongside the `Review/` subfolder** — both are confirmed one-off at the 2026-08-29 fetch, carrying forward unchanged; same duration at which the `Review/` entry was confirmed one-off) + `deepread_40240593/` 5-day → **6-day carry-forward** (mtime unchanged across **5 consecutive silent fetches** since creation, working-folder-pipeline hypothesis further weakened); no new untracked dirs) | HEAD `6024ac7` → `37d1ba6d` (**3 new automated commits**: `0f6a901` chore: daily update 2026-08-29 — 3-connector raw data refresh (HN-1 fully-zero + git-repo-1 vault-silent + web-search-1 skip) (2026-08-29T02:18 +0800, committed 9 files per `git show --stat 0f6a901` — including `.last-update.json` + `index.md` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/web-search.md` + `themes/05-robin-research.md` + `themes/index.md`; reducing uncommitted-file count from 11 → 8) + `ef0e144` chore: daily update 2026-08-29 (2026-08-29T02:30 +0800, touched `.last-update.json` only per `git show --stat ef0e144` — CLI metadata update after the `0f6a901` commit) + `37d1ba6` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-29, 2026-08-29T02:30 +0800, the **fifteenth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + `502281f` 2026-08-27 + `c992dd6` 2026-08-28 + now `37d1ba6` 2026-08-29; committed `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/wikijs.md` per `git show --stat 37d1ba6` — the same 4 source-sync files re-touched after the `0f6a901` commit had already cleared them, the same re-bump pattern as the 2026-08-28 fetch); the 8 dirty wiki files at this fetch are `M .last-update.json` + `M quickstart.md` + `M sources/hackernews.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/web-search.md` + `M sources/wikijs.md`) | -| --- | --- | --- | -| 2026-08-27T18:25:00Z → 2026-08-28T18:09:00Z | HEAD **unchanged** at `9d4767c7` (**0 new commits**, **0 new mtime changes** — **vault silent for the 3rd consecutive fetch** since the 2026-08-24/25 SECOND 5-paper burst; the 2026-08-25 5-paper cluster remains the most recent vault activity, **3 calendar days stale**; the carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` 16-day → **17-day carry-forward** (14 → **15 fetches silent**, stale carry-forward note per the 2026-08-27 fetch confirming the 2026-08-26 watchlist-downgrade consideration as a one-off) + `celvivo_commercial/` + `templates/` 11-day → **12-day carry-forward** (**the 2026-08-28 fetch confirms the parallel `templates/` + `celvivo_commercial/` entries as one-off alongside the `Review/` subfolder** — both reach the 12-day threshold at this fetch, same duration at which the `Review/` entry was confirmed one-off) + `deepread_40240593/` 4-day → **5-day carry-forward** (mtime unchanged across 4 fetches since creation, working-folder-pipeline hypothesis further weakened); no new untracked dirs) | HEAD `502281f8` → `6024ac7` (**2 new automated commits**: `c992dd6` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-28, 2026-08-28T02:30 +0800, the **fourteenth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + `502281f` 2026-08-27 + now `c992dd6` 2026-08-28) + `6024ac7` chore: daily update 2026-08-28 (2026-08-28T02:42 +0800, committed 16 files per `git show --stat 6024ac7` — including `.last-update.json` + `commitments.md` + `index.md` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/nocodb.md` + `sources/openwiki-version-drift.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `themes.md` + `themes/index.md` + `themes/05-robin-research.md`; reducing uncommitted-file count from 17 → 5 per the manifest `changedFiles` list); the 5 dirty wiki files at this fetch are `M .last-update.json` + `M index.md` + `M quickstart.md` + `M sources/hackernews.md` + `M sources/web-search.md`) | -| --- | --- | --- | -| 2026-08-26T18:06:00Z → 2026-08-27T18:25:00Z | HEAD **unchanged** at `9d4767c7` (**0 new commits**, **0 new mtime changes** — **vault silent for the 2nd consecutive fetch** since the 2026-08-24/25 SECOND 5-paper burst; the 2026-08-25 5-paper cluster remains the most recent vault activity, **2 calendar days stale**; the carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` 15-day → **16-day carry-forward** (13 → **14 fetches silent**, **2026-08-27 fetch confirms the 2026-08-26 watchlist-downgrade consideration as a one-off**, entry should be demoted to a stale carry-forward note on the next synthesis pass) + `celvivo_commercial/` + `templates/` 10-day → **11-day carry-forward** + `deepread_40240593/` 3-day → **4-day carry-forward**; no new untracked dirs) | HEAD `ebb95c0` → `502281f` (**2 new automated commits**: `f51ff7c` chore: daily update 2026-08-27 (2026-08-27T02:13 +0800, committed 14 of the prior 17 dirty files per `git show --stat f51ff7c` — including `commitments.md` + `index.md` + `themes.md` + `themes/index.md` + `themes/05-robin-research.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/openwiki-version-drift.md` + `sources/web-search.md` + `sources/README.md` + `quickstart.md` + `.last-update.json`; reducing uncommitted-file count from 17 → 11) + `502281f` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-27, 2026-08-27T02:30 +0800, the **thirteenth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + now `502281f` 2026-08-27); the manifest `changedFiles` shows 11 dirty wiki files this fetch — `M .last-update.json` + `M index.md` + `M quickstart.md` + `M sources/README.md` + `M sources/hackernews.md` + `M sources/literature.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/web-search.md` + `M sources/wikijs.md` + `M themes/05-robin-research.md`) | -| --- | --- | --- | -| 2026-08-25T18:13:00Z → 2026-08-26T18:06:00Z | HEAD **unchanged** at `9d4767c7` (**0 new commits**, **0 new mtime changes** — **vault silent for the 1st consecutive fetch** since the 2026-08-24/25 SECOND 5-paper burst; the 2026-08-25 5-paper cluster remains the most recent vault activity, 1 calendar day stale; the carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` 14-day → **15-day carry-forward** (12 → **13 fetches silent**) + `celvivo_commercial/` + `templates/` 9-day → **10-day carry-forward** + `deepread_40240593/` 2-day → **3-day carry-forward**; no new untracked dirs) | HEAD `1003b92` → `ebb95c0a` (**2 new automated commits**: `81ac94a` chore: daily update 2026-08-26 (2026-08-26T02:23 +0800, committed 14 of the prior 17 dirty files per `git show --stat 81ac94a` — including `commitments.md` + `index.md` + `themes.md` + `themes/index.md` + `themes/05-robin-research.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/openwiki-version-drift.md` + `sources/web-search.md` + `sources/README.md` + `quickstart.md` + `.last-update.json`; reducing uncommitted-file count from 11 → 8) + `ebb95c0` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-26, 2026-08-26T02:30 +0800, the **twelfth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + now `ebb95c0` 2026-08-26); the manifest `changedFiles` shows 8 dirty wiki files this fetch — `M .last-update.json` + `M quickstart.md` + `M sources/README.md` + `M sources/hackernews.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/wikijs.md`) | -| --- | --- | --- | -| 2026-08-24T18:05:00Z → 2026-08-25T18:13:00Z | HEAD `fb017e4f` → `9d4767c7` (**5 new commits**: `089177a7` Tevonian 2026 Nat Commun 血管化肝 MPS + `583859a8` Yang 2026 Stem Cell Res Ther cardiac organoid review + `9aa2af4c` Tevonian + Yang product-mapping retrofit + `5907cdfc` Shen 2026 Chin Med J vascularized organoids review + `9d4767c7` Zhai 2026 Sci Adv 3D skin pemphigus — **SECOND consecutive single-day 5-paper LDR burst**; combined with the 2026-08-23/24 5-paper burst, **10 LDR papers in 48 hours** = largest sustained 2-day research output in Robin's vault activity log; the cluster creates **3 new `04-Literature/Deep-Reads/` subfolders**: `Vascularized-Organoids/` (Tevonian + Shen) + `Cardiac-Organoids/` (Yang) + `Skin-Organoids/` (Zhai), expanding Robin's per-vendor / per-application-domain subfolder taxonomy from ~19 to ~22; the cluster includes the **first post-publish vendor-mapping retrofit commit** (`9aa2af4c`) — adding CelVivo/Cellink/Mimetas/3Brain/Femtobiomed product mapping + 净化 Robin mentions to Tevonian + Yang retroactively) | HEAD `127c2dc` → `1003b92` (**2 new automated commits**: `3255613` chore: daily update 2026-08-25 + `1003b92` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-25, the **eleventh** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + now `1003b92` 2026-08-25); the `3255613` daily update committed 17 files per `git show --stat 3255613` (including `commitments.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/nocodb.md` + `sources/openwiki-version-drift.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `index.md` + `quickstart.md` + `sources/README.md` + `themes.md` + `themes/05-robin-research.md` + `themes/index.md`); the manifest `changedFiles` shows 11 dirty wiki files this fetch — `M .last-update.json` + `M index.md` + `M quickstart.md` + `M sources/README.md` + `M sources/git-repo.md` + `M sources/hackernews.md` + `M sources/literature.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/web-search.md` + `M sources/wikijs.md`) | -| 2026-08-23T18:11:00Z → 2026-08-24T18:05:00Z | HEAD `a4fa5a32` → `fb017e4f` (**5 new commits**: `ad4abcde` Ajongbolo 2025 Cells brain organoid review + `5f02489a` Kim 2025 Nat Commun EGaIn 3D MEA + `40b357b8` Tian 2025 Nat Commun hiPSC epicardium mTOR + `f2118a62` Aiello & Bagni 2025 biorxiv Rotating Chamber brain organoid CFD + `fb017e4f` CelVivo App Note 2026 ClinoStar vs orbital shaker head-to-head — **largest single-day LDR burst since the 2026-07-29 Parate / Lee / Hodge cluster**, breaks the **7-fetch vault silence streak** that started after the 2026-08-16 Quintard + Guo cluster; all 5 are single-shot entries at `obsidian-vault/04-Literature/Deep-Reads/` root (no v2/v3 SOP rewrite cycles this cluster); commit timestamps 07:50 → 16:39 +0800 across the 2026-08-24 day) | HEAD `a9568d8` → `127c2dc` (**2 new automated commits**: `9cc5e63` chore: daily update 2026-08-24 + `127c2dc` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-24, the **tenth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + now `127c2dc` 2026-08-24) + the prior `a9568d8` 2026-08-23 daily update was committed in this fetch's prior daily update cycle before the 5-paper burst landed; `9cc5e63` committed `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/openwiki-version-drift.md` + `sources/web-search.md` + `themes/05-robin-research.md` from the prior dirty set; the manifest `changedFiles` shows 8 dirty files this fetch — `M .last-update.json` + `M sources/hackernews.md` + `M sources/literature.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/web-search.md` + `M sources/wikijs.md`) | -| 2026-08-15T18:07:49Z → 2026-08-17T18:09:32Z | HEAD `297f106d` → `a4fa5a32` (**7 new commits**: `0fc8db24` + `290e9635` + `24c713de` + `4073abf4` Quintard 2024 Nat Commun microfluidic vascularized organoid chip 4-commit LDR cycle + `2e6f5989` + `00f824f2` + `a4fa5a32` Guo 2026 Front Cell Dev Biol organoid ethics systematic review 3-commit LDR cycle — **first time since the 2026-07-28 / 2026-07-29 Parate / Lee / Hodge cluster that two new paper deep-reads landed on `main` in the same 48-hour window**) | HEAD `2507925` → `be49285` (**4 new commits**: `151d22b` daily update 2026-08-16 + `997b648` sources-sync 2026-08-16 + `5c70881` daily update 2026-08-17 + `be49285` sources-sync 2026-08-17) | -| 2026-08-17T18:09:32Z → 2026-08-18T18:10:12Z | HEAD **unchanged** at `a4fa5a32` (**0 new commits**, **0 new mtime changes** — vault is silent in this 24-hour window; the 2026-08-16 Quintard 2024 + Guo 2026 cluster remains the most recent vault activity) | HEAD `be49285` → `1fc73ae` (**2 new automated commits**: `8127797` chore: daily update 2026-08-18 + `1fc73ae` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-18, the **fourth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern)) | -| 2026-08-19T18:08:24Z → 2026-08-20T18:09:15Z | HEAD **unchanged** at `a4fa5a32` (**0 new commits**, **0 new mtime changes** — vault is silent in this 24-hour window for the **4th consecutive fetch**; the 2026-08-16 Quintard 2024 + Guo 2026 cluster remains the most recent vault activity, **4 calendar days stale**) | HEAD `dcb53a2` → `bd30339` (**2 new automated commits**: `a44f284` chore: daily update 2026-08-20 + `bd30339` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-20, the **sixth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + now `bd30339` 2026-08-20)) | -| 2026-08-18T18:10:12Z → 2026-08-19T18:08:24Z | HEAD **unchanged** at `a4fa5a32` (**0 new commits**, **0 new mtime changes** — vault is silent in this 24-hour window for the **3rd consecutive fetch**; the 2026-08-16 Quintard 2024 + Guo 2026 cluster remains the most recent vault activity, **3 calendar days stale**) | HEAD `1fc73ae` → `dcb53a2` (**2 new automated commits**: `7e904ec` chore: daily update 2026-08-19 + `dcb53a2` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-19, the **fifth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + now `dcb53a2` 2026-08-19)) | -| 2026-08-20T18:09:15Z → 2026-08-21T18:09:00Z | HEAD **unchanged** at `a4fa5a32` (**0 new commits**, **0 new mtime changes** — vault is silent in this 24-hour window for the **5th consecutive fetch**; the 2026-08-16 Quintard 2024 + Guo 2026 cluster remains the most recent vault activity, **5 calendar days stale**) | HEAD `bd30339` → `f6c2576` (**2 new automated commits**: `b6dc337` chore: daily update 2026-08-21 + `f6c2576` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-21, the **seventh** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + now `f6c2576` 2026-08-21)) | -| 2026-08-21T18:09:00Z → 2026-08-22T18:13:00Z | HEAD **unchanged** at `a4fa5a32` (**0 new commits**, **0 new mtime changes** — vault is silent in this 24-hour window for the **6th consecutive fetch**; the 2026-08-16 Quintard 2024 + Guo 2026 cluster remains the most recent vault activity, **6 calendar days stale**) | HEAD `f6c2576` → `43d4548` (**2 new automated commits**: `d8e2277` chore: daily update 2026-08-22 + `43d4548` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-22, the **eighth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + now `43d4548` 2026-08-22)) | -| 2026-08-22T18:13:00Z → 2026-08-23T18:11:00Z | HEAD **unchanged** at `a4fa5a32` (**0 new commits**, **0 new mtime changes** — vault is silent in this 24-hour window for the **7th consecutive fetch**; the 2026-08-16 Quintard 2024 + Guo 2026 cluster remains the most recent vault activity, **7 calendar days stale**) | HEAD `43d4548` → `a9568d8` (**2 new automated commits**: `8f8f767` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-23, the **ninth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + now `8f8f767` 2026-08-23) + `a9568d8` chore: daily update 2026-08-23 (carried the synthesis-layer edits from the prior HN-1 2026-08-22T18:00Z + web-search-1 2026-08-22 (skipped) + web-search-1 2026-08-23 (skipped) + git-repo-1 2026-08-22T18:13Z runs; **committed 7 of the prior 9 dirty files** — `sources/git-repo.md` + `sources/index.md` + `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/wikijs.md` + `themes/05-robin-research.md` — reducing uncommitted-file count from 9 → 6; the very next synthesis edits from this git-repo-1 2026-08-23T18:11Z run re-touch the remaining 6 files + 1 newly dirty `sources/openwiki-version-drift.md`)) | -| **Net new external evidence** | **2 new paper deep-reads** (from the 2026-08-15T18:07Z → 2026-08-17T18:09Z window): Quintard 2024 Nat Commun microfluidic vascularized organoid chip + Guo 2026 Front Cell Dev Biol organoid ethics systematic review. **2 new untracked directories** (from the same window): `celvivo_commercial/1331651_20260630_131201.pdf` (the 6-30 quote PDF migrated into a new folder) + `templates/类器官IRB申请清单.md` (the IRB application checklist derived from Guo 2026 — Robin's first customer-facing sales ammunition template produced from a single deep-read). The `Review/zhou2023_computer_vision_microfluidics.md` first-entry-in-Review/-subfolder is still untracked, carrying forward from the 2026-08-13 fetch (**11-day carry-forward** at the 2026-08-22T18:13Z fetch — was 10-day at the 2026-08-21T18:09Z fetch — was 9-day at the 2026-08-20T18:09Z fetch). **No new vault evidence in the 2026-08-21T18:09Z → 2026-08-22T18:13Z 24-hour window** | **1 new wiki file** (from the 2026-08-17 daily update `5c70881`): `sources/openwiki-version-drift.md` (auto-generated OpenWiki version-drift monitor; v0.3.1 local → v0.3.3 npm latest as of 2026-08-15T20:00:03Z). **Wiki-side**: the 2026-08-22T18:13Z fetch observed wiki HEAD bump `f6c2576` → `43d4548` — 2 new automated wiki commits (`d8e2277` daily update 2026-08-22 + `43d4548` sources-sync 2026-08-22 — the **eighth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern). Synthesis-layer edits accumulated across the prior HN-1 2026-08-13 + HN-1 2026-08-15 + HN-1 2026-08-16 + HN-1 2026-08-17 + HN-1 2026-08-18 + HN-1 2026-08-19 + HN-1 2026-08-20 + HN-1 2026-08-21 + HN-1 2026-08-22 + web-search-1 2026-08-15 + web-search-1 2026-08-17 + web-search-1 2026-08-18 + web-search-1 2026-08-19 + web-search-1 2026-08-20 (skipped) + web-search-1 2026-08-21 (skipped) + web-search-1 2026-08-22 (skipped) + git-repo-1 2026-08-13 + git-repo-1 2026-08-15 + git-repo-1 2026-08-17 + git-repo-1 2026-08-18 + git-repo-1 2026-08-19 + git-repo-1 2026-08-20 + git-repo-1 2026-08-21 + this git-repo-1 2026-08-22 runs are pending the next CLI commit cycle | -| Untracked → committed migrations | **Quintard 2024 file (4 commits)** + **Guo 2026 file (3 commits)** all moved from absent → committed on `main` (in the 2026-08-15T18:07Z → 2026-08-17T18:09Z window); **the 2 new untracked directories** are net-new in the same window. **None** in the 2026-08-17T18:09Z → 2026-08-18T18:10Z 24-hour window (vault silent) or the 2026-08-18T18:10Z → 2026-08-19T18:08Z 24-hour window (vault silent for the 3rd consecutive fetch) or the 2026-08-19T18:08Z → 2026-08-20T18:09Z 24-hour window (vault silent for the 4th consecutive fetch) or the 2026-08-20T18:09Z → 2026-08-21T18:09Z 24-hour window (vault silent for the 5th consecutive fetch) or the 2026-08-21T18:09Z → 2026-08-22T18:13Z 24-hour window (vault silent for the 6th consecutive fetch). | **2026-08-15T18:07Z → 2026-08-17T18:09Z window**: the `sources/index.md` from the 2026-08-15 dirty set was committed by the 2026-08-16 daily update `151d22b`; the remaining 9 dirty files are uncommitted synthesis edits accumulated across the prior HN-1 + web-search-1 + git-repo-1 runs. **2026-08-17T18:09Z → 2026-08-18T18:10Z window**: the `8127797` 2026-08-18 daily update committed a subset of the synthesis-layer edits from the prior HN-1 2026-08-18T18:00Z + git-repo-1 2026-08-17T18:09Z runs (touching `commitments.md` + `index.md` + `quickstart.md` + `sources/{README,git-repo,hackernews,index,literature,nocodb,ragflow,seafile,web-search,wikijs}.md` + `themes/{01-organoid-equipment,05-robin-research}.md` per `git show --stat 8127797`); the 9 dirty files re-appear in the working tree because the very next synthesis edits from this git-repo-1 2026-08-18T18:10Z run re-touch the same files. **2026-08-18T18:10Z → 2026-08-19T18:08Z window**: the `7e904ec` 2026-08-19 daily update committed a subset of the synthesis-layer edits from the prior HN-1 2026-08-19T18:00Z + web-search-1 2026-08-19 + git-repo-1 2026-08-18T18:10Z runs (touching `.last-update.json` + `quickstart.md` + `sources/{README,git-repo,hackernews,index,nocodb,ragflow,seafile,web-search,wikijs}.md` + `themes/05-robin-research.md` per `git show --stat 7e904ec`); the 10 dirty files (`.last-update.json` + `quickstart.md` + `sources/{README,hackernews,index,nocodb,ragflow,seafile,web-search,wikijs}.md`) re-appear in the working tree because the very next synthesis edits from this git-repo-1 2026-08-19T18:08Z run re-touch the same files. **2026-08-19T18:08Z → 2026-08-20T18:09Z window**: the `a44f284` 2026-08-20 daily update committed a subset of the synthesis-layer edits from the prior HN-1 2026-08-20T18:00Z + web-search-1 2026-08-20 (skipped) + git-repo-1 2026-08-19T18:08Z runs; the 10 dirty files re-appear in the working tree because the very next synthesis edits from this git-repo-1 2026-08-20T18:09Z run re-touch the same files. **2026-08-20T18:09Z → 2026-08-21T18:09Z window**: the `b6dc337` 2026-08-21 daily update committed a subset of the synthesis-layer edits from the prior HN-1 2026-08-21T18:00Z + web-search-1 2026-08-21 (skipped) + git-repo-1 2026-08-20T18:09Z runs; **`sources/index.md` was committed by `b6dc337`** (was re-appearing as dirty since 2026-08-16 daily update). The 9 dirty files (`.last-update.json` + `quickstart.md` + `sources/{README,hackernews,nocodb,ragflow,seafile,web-search,wikijs}.md`) re-appear in the working tree because the very next synthesis edits from this git-repo-1 2026-08-21T18:09Z run re-touch the same files. **2026-08-21T18:09Z → 2026-08-22T18:13Z window**: the `d8e2277` 2026-08-22 daily update committed a subset of the synthesis-layer edits from the prior HN-1 2026-08-22T18:00Z + web-search-1 2026-08-22 (skipped) + git-repo-1 2026-08-21T18:09Z runs; the 9 dirty files (`.last-update.json` + `quickstart.md` + `sources/{README,hackernews,nocodb,ragflow,seafile,web-search,wikijs}.md`) re-appear in the working tree because the very next synthesis edits from this git-repo-1 2026-08-22T18:13Z run re-touch the same files. The 9 dirty files are awaiting the next CLI commit cycle | -| **Operational issue carried over from prior runs** | n/a | **`2507925` 2026-08-15 sources-sync bug** + the 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576` + 2026-08-22 `43d4548` + 2026-08-23 `8f8f767` + 2026-08-24 `127c2dc` + 2026-08-25 `1003b92` + 2026-08-26 `ebb95c0` + 2026-08-27 `502281f` + 2026-08-28 `c992dd6` sources-syncs (which re-applied the same operational pattern as `2507925` — NocoDB / Wiki.js / RAGFlow count values stayed zero across all **14** sources-syncs). The on-disk `~/.openwiki/connectors/web-search/config.json` is unaffected — this is a wiki-side CRON issue with the auto-source-sync job, not a connector config issue. Recorded for traceability on `/sources/git-repo.md` Notable-entity § "2026-08-15 sources-sync bug" and on each affected `/sources/{nocodb,ragflow,seafile,wikijs}.md` page. The data is recoverable from `git show 8ddc6d9:sources/nocodb.md` etc. for any future recovery commit | - -## Vault navigation index - -The vault uses a numbered top-level layout. Scripts, caches, and `temp*` -working folders are excluded from this index. - -| Dir | Purpose | Size hint | -| --- | --- | --- | -| `01-Active-Sales/` | Active sales pipeline files (board + per-account) | 6 .md | -| `02-Active-Deals/` | Deal-level active docs | 1 .md | -| `02-Clients/`, `02-Contacts/` | Client & contact records | sparse | -| `03-Product/` | Product briefs (e.g. 3Brain-Maxwell comparison) | 1 .md | -| `03-Resources/Agents/` | Distributor / agent profiles | a handful | -| `03-Resources/End-Customers/` | End-customer dossiers (3Brain MEA accounts, etc.) | 11+ .md | -| `03-Resources/ITX-24h-Host/` | Personal 24h Hermes-Agent / AI-workflow host build config (2026-07-31 untracked; not yet on `main`) | 1 .md | -| `04-Literature/` | Paper deep-reads + curated vendor PDFs | see breakdown | -| `05-Documents/Contracts/` | Signed/pending contracts (Celvivo subfolder) | — | -| `05-Documents/Products/` | Vendor-facing product docs (Celvivo/Industrial-Customers) | — | -| `05-Documents/{Proposals,Quotes,Visit-Plans}/` | Active commercial docs | — | -| `05-Products/` | In-house product briefs (MappingLab family) | 2 .md | -| `06-Sales/Competitors/` | Competitor tracking | — | -| `06-Sales/Configurations/` | Product configurations | — | -| `06-Sales/Content/{FAQ,Pain-Points,PPT-Scripts,Success-Stories,Training-Materials,推文模板}/` | Sales content library | — | -| `06-Sales/{Price-List,Product-Mapping,Recommendation-Engine}/` | Sales tooling | — | -| `99-Templates/` | Reusable Obsidian templates | 14 .md | -| `memory/` | Daily reports, weekly digests, `.dreams`, archive | 147 .md | - -### `04-Literature/Deep-Reads/` breakdown - -Markdown file counts per deep-read subfolder: - -| Subfolder | .md count | -| --- | --- | -| `Organoid/` | 661 (+2 from 2026-08-16 — Quintard 2024 Nat Commun microfluidic vascularized organoid chip + Guo 2026 Front Cell Dev Biol organoid ethics systematic review) | -| `04-Literature/Deep-Reads/` root | +5 new files on 2026-08-23 single-shot LDR burst — CelVivo_Shear_Stress_AppNote_2026 + Aiello_Bagni_2025_biorxiv_Brain_Organoid_Fluid + Tian_2025_NatCommun_Epicardium_mTOR + Kim_2025_NatCommun_Liquid_Metal_3D_MEA + Ajongbolo_2025_Cells_Brain_Organoids_Review (all in vault root, not in a per-vendor subfolder — this is a **non-standard pattern** vs the prior per-vendor subfolder discipline, see Notable-entity § "2026-08-23 root-level LDR burst") | -| `Celvivo/` | 142 | -| `3Brain/` | 136 | -| `Cellink/` | 129 | -| `Organoid-List/` | 51 | -| `Product-Reports/` | 38 | -| `Brain/` | 11 | -| `Brain-Tumor/` | 9 | -| `Cancer/` | 6 | -| `Liver/` | 6 | -| `Other/` | 6 | -| `RegenMed/` | 1 | -| `3Brain MEA/` | 3 | -| `Cardiac/` | 2 | -| `Kidney/` | 2 | -| `Retinal/` | 1 | -| `Microbioreactor/` | 1 (new as of 2026-08-07 — Rosero 2026 Front Bioeng Biotechnol) | -| `Cells/` | 1 (new as of 2026-08-08 — Fernandez Vallone 2026 Cells THSDC) | -| `Review/` | 1 (new as of 2026-08-13 — Zhou 2023 computer vision + microfluidics, **untracked**, **10-day carry-forward** at 2026-08-21 fetch, **8 fetches silent** — structural signal continuing to weaken; **11-day carry-forward** at 2026-08-22 fetch, **9 fetches silent**; **12-day carry-forward** at 2026-08-23 fetch, **10 fetches silent**; **13-day carry-forward** at 2026-08-24 fetch, **11 fetches silent** — structural signal continues to weaken; **14-day carry-forward** at 2026-08-25 fetch, **12 fetches silent** — structural signal continues to weaken, subfolder is more likely one-off than recurring; **15-day carry-forward** at 2026-08-26 fetch, **13 fetches silent** — structural signal continues to weaken, subfolder is more likely one-off than recurring; **16-day carry-forward** at 2026-08-27 fetch, **14 fetches silent** — **2026-08-27 fetch confirms the 2026-08-26 watchlist-downgrade consideration as a one-off**, the entry should be demoted to a stale carry-forward note on the next synthesis pass; **17-day carry-forward** at 2026-08-28 fetch, **15 fetches silent** — **2026-08-28 fetch confirms the 2026-08-27 confirmation as a stale carry-forward note**; the entry should be **demoted to "stale / not recurring" carry-forward note** on the next synthesis pass alongside the parallel `templates/` + `celvivo_commercial/` confirmations; **18-day carry-forward** at 2026-08-29 fetch, **16 fetches silent** — carrying forward unchanged as a stale carry-forward note; **19-day carry-forward** at 2026-08-30 fetch, **17 fetches silent** — carrying forward unchanged as a stale carry-forward note) | -| `templates/` | 1 (new as of 2026-08-17 — `类器官IRB申请清单.md`, derived from the Guo 2026 ethics deep-read; Robin's first customer-facing template produced from a single deep-read, **untracked**, **5-day carry-forward** at 2026-08-21 fetch (was 4-day at 2026-08-20); **6-day carry-forward** at 2026-08-22 fetch; **7-day carry-forward** at 2026-08-23 fetch; **8-day carry-forward** at 2026-08-24 fetch; **9-day carry-forward** at 2026-08-25 fetch; **10-day carry-forward** at 2026-08-26 fetch; **11-day carry-forward** at 2026-08-27 fetch — **approaching confirmed one-off interpretation alongside the `Review/` entry**; **12-day carry-forward** at 2026-08-28 fetch — **11 fetches silent** — **now confirmed one-off alongside the `Review/` + `celvivo_commercial/` entries** at the 2026-08-28 fetch; the entry should be demoted to a stale carry-forward note on the next synthesis pass; **13-day carry-forward** at 2026-08-29 fetch — **12 fetches silent** — carrying forward unchanged as a stale carry-forward note; **14-day carry-forward** at 2026-08-30 fetch — **13 fetches silent** — carrying forward unchanged as a stale carry-forward note) | -| `celvivo_commercial/` | 1 (new as of 2026-08-17 — `1331651_20260630_131201.pdf`, the 6-30 quote PDF migrated into a new folder, **untracked**, **5-day carry-forward** at 2026-08-21 fetch (was 4-day at 2026-08-20); **6-day carry-forward** at 2026-08-22 fetch; **7-day carry-forward** at 2026-08-23 fetch; **8-day carry-forward** at 2026-08-24 fetch; **9-day carry-forward** at 2026-08-25 fetch; **10-day carry-forward** at 2026-08-26 fetch; **11-day carry-forward** at 2026-08-27 fetch — **approaching confirmed one-off interpretation alongside the `Review/` + `templates/` entries**; **12-day carry-forward** at 2026-08-28 fetch — **11 fetches silent** — **now confirmed one-off alongside the `Review/` + `templates/` entries** at the 2026-08-28 fetch; the entry should be demoted to a stale carry-forward note on the next synthesis pass; **13-day carry-forward** at 2026-08-29 fetch — **12 fetches silent** — carrying forward unchanged as a stale carry-forward note; **14-day carry-forward** at 2026-08-30 fetch — **13 fetches silent** — carrying forward unchanged as a stale carry-forward note) | -| `Vascularized-Organoids/` | 2 (new as of 2026-08-25 — `Tevonian_2026_Nat_Commun_Vascularized_Liver_MPS.md` + `Shen_2026_Chin_Med_J_Vascularized_Organoids_Review.md`; the prior per-vendor subfolder discipline returns after the 2026-08-23/24 root-level burst; subfolder semantics: vascularized organoid application-domain cluster) | -| `Cardiac-Organoids/` | 1 (new as of 2026-08-25 — `Yang_2026_Stem_Cell_Res_Ther_Cardiac_Organoid_Review.md`; expanded from the prior 2-file `Cardiac/` subfolder into a dedicated Cardiac-Organoids subfolder — companion application-domain to the existing 2-paper Cardiac bucket) | -| `Skin-Organoids/` | 1 (new as of 2026-08-25 — `Zhai_2026_Sci_Adv_3D_Skin_Pemphigus.md`; **net-new application domain (autoimmune dermatology + 3D skin)** to Robin's deep-read set; companion to the existing Cardiac / Brain / Liver / Vascularized-Organoids / Cancer / Kidney / Retinal application-domain subfolders) | -| `CelVivo/` (capital V, parallel to lowercase `Celvivo/`) | 5 (new as of 2026-08-31 — `stewart-2023-ba5-xbb-neurotropic-brain-organoids.md` + `aiello-2025-brain-organoid-reproducibility.md` + `nguyen-2024-jev-g4-2022-australia-brain-organoids.md` + `miao-2025-vascularized-lung-gut-organoids.md` + `yan-2024-tmem106b-sars-cov2-ace2-independent.md`; **all 5 single-shot LDR entries committed 2026-08-31 13:05-13:42 +0800**; 4 of 5 are brain organoid infectious-disease / reproducibility papers using CelVivo ClinoStar/ClinoReactor + 1 is vascularized lung/gut; the new capital-V subfolder sits at `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` parallel to the existing lowercase `04-Literature/Deep-Reads/Celvivo/` 143-file subfolder — Robin's first parallel-naming deep-read subfolder convention; subfolder semantics: QIMR Berghofer Suhrbier/Rawle viral-neurotropism brain-organoid line (Stewart + Nguyen + Yan) + CelVivo ApS co-authored reproducibility (Aiello) + vascularized lung/gut (Miao)) | - -Total ≈ 1,222 deep-read notes on `main` (+5 new LDR files from the 2026-08-31 cluster on top of +4 from the 2026-08-24/25 cluster + +5 from the 2026-08-23/24 single-shot LDR burst + +2 from the 2026-08-16 Quintard 2024 + Guo 2026 clusters; the 5th 2026-08-25 commit `9aa2af4c` is an in-place `M` touch on Tevonian + Yang files, not a new file). Robin's LDR cluster pattern is now **3 consecutive single-day 5-commit windows** (2026-08-23/24 + 2026-08-24/25 + **2026-08-31**), totalling **16 commits / 14 new files** in 8 calendar days (2026-08-23 → 2026-08-31). -Review/ zhou2023 computer vision + microfluidics, **untracked** — only -counts once committed; +2 working-tree files in the new `templates/` + -`celvivo_commercial/` directories, both untracked; +1 working-tree directory `deepread_40240593/` (7 subdirs, 2026-08-24) carrying pipeline intermediate artifacts from the 2026-08-23/24 burst). The 2026-08-31 single-day 5-paper LDR burst (5 papers in `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` parallel capital-V subfolder) is the most recent committed deep-read cluster; the 2026-08-24/25 cluster (Vascularized-Organoids + Cardiac-Organoids + Skin-Organoids subfolders) remains the prior committed cluster; the 2026-08-23/24 single-shot LDR burst (5 papers at vault root) is the prior-prior committed cluster; the 2026-08-16 Quintard 2024 + Guo 2026 cluster remains the prior-prior-prior committed cluster; the 2026-08-07 / 2026-08-08 cluster (Microbioreactor + Cells) remains the prior-prior-prior-prior committed cluster. The 2026-08-31 cluster is **CelVivo-anchored exclusively** (all 5 papers use CelVivo ClinoStar/ClinoReactor; 1 paper — Aiello 2025 — has CelVivo ApS as a co-author affiliation), reinforcing the 4 of 5 from the 2026-08-23/24 cluster that were also CelVivo-aligned. CelVivo, 3Brain, Cellink, and the broad `Organoid/` bucket cover Robin's product KB per the wiki goal focus areas (类器官培养与设备, 3D 生物打印). The new `templates/` folder signals Robin may be formalizing customer-facing deliverables (checklists / templates / sales scripts) as a separate vault subtree — the IRB application checklist is the first such artifact. - -## Distributor map refresh (2026-08-07) - -Robin uploaded a refreshed `b7f52af896c1e3a9.xlsx` on 2026-08-07 11:11, -producing **8 new `*2026-0807.md` regional files** + a new -`全国经销商地图-2026-0807.md` index + a new **product-association -index** (`_known_associations.md`) + a new `_meta.json` reflecting the -259-dealer tally. The 2026-07-24 baseline (`*2026-0724.md` × 7 + index) -remains in the repo but is now stale. - -What changed in the 2026-08-07 baseline vs the 2026-07-24 baseline: - -| Dimension | 2026-07-24 (`_meta.json`) | 2026-08-07 (`全国经销商地图-2026-0807.md`) | -| --- | --- | --- | -| Total dealers | 261 (明细表口径) | 259 (公司数量汇总) | -| xlsx sha256 | `3afd448edcf3a9673848da0de2c554e6a4b22d7329b988695ca242c8bc8c10cf` | (re-uploaded with 8-04 同名 + 新增 2-3 家) | -| Region table | 华北 74 / 华东 68 / 华南 62 / 山东 25 / 湖北 19 / 西北 6 / 西南 7 | 华北 72 / 华东 68 / 华南 62 / 山东 25 / 湖北 19 / 西北 6 / 西南 7 | -| 华北 count | 74 | 72 (-2) | -| Hook 4 output | (none) | 4 dealer-management hooks + `_known_associations.md` | - -The numeric 261 vs 259 difference is still rooted in the **华北 表 74 vs -汇总 72** discrepancy (two unnamed companies — 序号 63 / 67 — leave the -明细表 2 rows above the 汇总表); the 2026-08-07 baseline carries the -same data anomaly plus a new structural artifact: **济南成全生物科技 -(曹沛起) is registered in both `华北-2026-0807.md` and `山东-2026-0807.md` -(legitimate cross-region duplicate)** — this is the only CelVivo -ClinoStar agent in the 259-dealer list and is the thread Robin should -follow to close the `agent-dong-huiqun-celvivo` open question. - -### `_known_associations.md` (2026-08-07) — product → dealer mapping - -The new index file `02-Clients/Agents/_known_associations.md` is the -canonical hook-4 output Robin needs to evaluate before the next -Chinese-region dealer visit. Key mappings surfaced (5 direct hits): - -| Product line | 261-dealer表 命中 | 关联客户 / 商机 | -| --- | --- | --- | -| **CelVivo (ClinoStar / ClinoReactor)** | **济南成全生物科技有限公司 (曹沛起)** — registered in both 华北 + 山东 (cross-region, 2 次) | 董慧群关联 (待 Robin 确认是否同公司) | -| **FemtoBiomed (CellShot / PROLIVA)** | 0 direct hits (9X Bio / 汇佰生物 is the direct intermediate, not in the 261 dealer list) | TriArm Therapeutics (翁靖傑, 上海 CGT/CAR-T) — 128 万 Phase1 / 8-10 至 8-14 现场 demo | -| **3Brain (HD-MEA)** | 0 direct hits | — | -| **Cellink (BIO X)** | 0 direct hits | — | -| **西南医大 心研所 殴贤红** | 2 dealers: 成都百乐 (杨军, 钻石级 1亿, Bio-Rad / Sartorius / Oxford Nanopore / Cytek / Leica, 覆盖川渝黔藏) + 成都立德赛 (川渝云贵陕) | (待 Robin 决策) | - -**Hook-4 questions** (Robin 优先补全, per `_known_associations.md`): - -1. 董慧群 is which specific technical contact at 济南成全 — or is she at a - different CelVivo-代理? -2. 西南医大 殴贤红 → 成都百乐 vs 成都立德赛 — which dealer first? -3. 邓昊伦 (02-Contacts/) 蛇类神经方向 → 3Brain HD-MEA 拜访? -4. 261 dealer 表 has 0 3Brain / Cellink 代理 — is the dealer list - incomplete, or does Robin need to actively recruit those dealers? - -Log these as a new commitment on `/commitments.md` -(`distributor-8-07-association-followup`) and as updates to -`/open-questions.md` (the `agent-dong-huiqun-celvivo` question now -**partially answered** — agency identified but personal contact -fields still 待补). - -## Notable entities surfaced by the vault (structural hints only) - -- **2026-08-31 cluster — THIRD consecutive single-day 5-paper LDR burst + NEW capital-V `CelVivo/` subfolder (vault HEAD `9d4767c7` → `391e4713`, 5 new vault commits)** — the 2026-08-31T18:09Z fetch observed the **THIRD consecutive single-day 5-paper LDR burst** at vault HEAD, ending a **5-calendar-day vault silence streak** since the 2026-08-24/25 cluster. **Combined with the prior 2026-08-23/24 (5 papers) + 2026-08-24/25 (5 papers) clusters, 15 LDR files in 8 calendar days (2026-08-23 → 2026-08-31), the largest sustained 8-day research output** in Robin's vault activity log; **all 3 clusters are CelVivo-anchored** (5/5 in 2026-08-23/24 + 4/5 in 2026-08-24/25 via the `9aa2af4c` retrofit + 5/5 in 2026-08-31). The 2026-08-31 cluster creates **1 NEW `04-Literature/Deep-Reads/` subfolder**: `CelVivo/` (capital-V) at `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` — Robin's **first parallel-naming deep-read subfolder convention** (parallel to the existing lowercase `04-Literature/Deep-Reads/Celvivo/` 142-file subfolder, total subfolder count goes from ~22 → ~23 in 8 days). The 5-commit cluster is (chronological, all on 2026-08-31 +0800 between 13:05 and 13:42): `eb24ab72` Stewart 2023 Front Microbiol BA.5/XBB neurotropic brain organoids → `030f31ed` Aiello 2025 EMBO reports reproducible brain organoids (CelVivo ApS co-author) → `fad7e21e` Nguyen 2024 npj Viruses JEV G4 2022 Australia brain organoids → `4fca0123` Miao 2025 Cell vascularized lung/gut organoids → `391e4713` Yan 2024 Cell Reports TMEM106B SARS-CoV-2 ACE2-independent brain organoids. **Subfolder content mix**: 4 of 5 are brain organoids (the QIMR Berghofer Suhrbier/Rawle viral-neurotropism line + CelVivo ApS co-authored reproducibility) + 1 is vascularized lung/gut (Miao — companion to the 2026-08-08 flywheel-sync Miao 2025 v2 deep-read). The 2026-08-31 cluster did **NOT** receive the `9aa2af4c` vendor-mapping retrofit commit (no companion retrofit commit this cluster, unlike the 2026-08-24/25 cluster which had `9aa2af4c` as the 3rd of 5 commits). **Net-new external evidence** in this run (git-repo-1 2026-08-31). Synthesis routes into `/themes/01-organoid-equipment.md` (CelVivo ClinoStar/ClinoReactor evidence on brain + lung/gut infectious-disease models) + `/themes/05-robin-research.md` (vault-snapshot refresh + the 3rd 5-paper cluster + the parallel-naming convention) + `/sources/literature.md` (last-30-days table) + `/commitments.md` (5 new commitment rows for the 5 new papers). **Track on next fetch** whether (a) Robin produces deep-read synthesis pages for any of the 5 papers (none currently exist), (b) the 2026-08-31 cluster is retrofitted with the `9aa2af4c` 5-vendor mapping pattern (the absence of a retrofit commit this cluster may indicate the vendor mapping was applied at the original `git add` time, or that Robin has adopted a different convention), (c) more entries land in the new `CelVivo/` (capital-V) subfolder (currently 5 files; ≥3 was the threshold for "subfolder is in active use" but already at the threshold on first observation, indicating strong subfolder commitment), (d) the parallel capital-V vs lowercase `Celvivo/` subfolder naming convention is formalized in vault conventions (currently appears to be a convention shift without explicit documentation), (e) the working-folder `deepread_40240593/` pipeline finally gets committed or shows mtime movement at the 2026-08-31 fetch (**8th fetch silent on directory mtime**, hypothesis further weakened). -- **2026-08-31 Yan 2024 Cell Reports TMEM106B SARS-CoV-2 ACE2-independent brain organoids (CelVivo) (single-shot LDR entry `391e4713`, ~40 lines per `git show --stat 391e4713`)** — `obsidian-vault/04-Literature/Deep-Reads/CelVivo/yan-2024-tmem106b-sars-cov2-ace2-independent.md`. Yan K, Dumenil T, Stewart R, Bishop CR, Nguyen W, Suhrbier A*, Rawle DJ* (Cell Reports 43, 114921, 2024-11-26; DOI 10.1016/j.celrep.2024.114921; QIMR Berghofer Medical Research Institute; **`ollama_audit: 4/4 passed`**). The paper establishes: (i) **CRISPR screen identifies TMEM106B / heparan sulfate / endocytosis as ACE2-independent SARS-CoV-2 entry mediators** (S-E484D mutant bypassing ACE2 dependence); (ii) **human cortical brain organoids (CelVivo ClinoStar) show MA1 strain enhanced neurotropism** — higher titer + more infected cells vs ancestral variants; (iii) **K18-hACE2 mice show MA1 enhanced disease + lower survival**; (iv) **in vivo null result** — wild-type / Ifnar-/- mice do not show increased neuroinvasion; Ace2-/- mice cannot be infected via lung. Companion to **Stewart 2023** + **Nguyen 2024** in the same cluster — the 3 QIMR Berghofer Suhrbier/Rawle viral-neurotropism papers (all SARS-CoV-2 / JEV / brain organoid) form a 3-paper line validating the **CelVivo ClinoStar cortical brain organoid model for viral-neurotropism studies**. **Vendor-anchor mapping**: CelVivo ClinoStar ⭐⭐⭐⭐ (cortex brain organoid for neurotropic virus infection; 3-paper Suhrbier/Rawle line validates the platform for viral pathogenesis research). **Net-new external evidence** in this run (git-repo-1 2026-08-31). **Track on next fetch** whether Robin produces a deep-read synthesis page and whether the 3-paper Suhrbier/Rawle line folds into a single `suhrbier-rawle-celvivo-brain-organoid-virology-cluster` synthesis page. -- **2026-08-31 Miao 2025 Cell vascularized lung/gut organoids (CelVivo ClinoReactor) (single-shot LDR entry `4fca0123`)** — `obsidian-vault/04-Literature/Deep-Reads/CelVivo/miao-2025-vascularized-lung-gut-organoids.md`. Miao Y, Pek NM, Tan C, Chen Y-W, Guo M*, Gu M* (Cell 188, 1-19, 2025-08-07; DOI 10.1016/j.cell.2025.05.041; **`ollama_audit: 7/7 passed`** + 8-08 精简版已升级完整版). The paper establishes: **mesoderm-endoderm co-differentiation enables organotypic vascularization in lung + gut organoids** — a single-organoid protocol for hiPSC → lung + gut with embedded vasculature (rather than the prior 2-step "differentiate organoid then add vasculature"). **FoxF1** is identified as a key mesodermal TF driving vascular incorporation. Companion to the 2026-08-08 flywheel-sync `Miao2025_Cell_v2.md` deep-read (which was Robin's first deep-read of this paper); the 2026-08-31 re-read in the new `CelVivo/` capital-V subfolder is a **re-read with the CelVivo-anchored vendor perspective**. **Vendor-anchor mapping**: CelVivo ClinoReactor ⭐⭐⭐⭐⭐ (3-track lung/gut/vascular co-development requires low-shear suspension culture for the mesodermal-endodermal co-differentiation step; ClinoReactor is the canonical hardware). **Net-new external evidence** in this run. **Track on next fetch** whether Robin's existing Miao 2025 deep-read synthesis page at `/sources/literature-miao-2025-cell-vascularization-v2-deepread.md` gets a retrofitted vendor-mapping update referencing the 2026-08-31 re-read. -- **2026-08-31 Nguyen 2024 npj Viruses JEV G4 2022 Australia brain organoids (CelVivo) (single-shot LDR entry `fad7e21e`)** — `obsidian-vault/04-Literature/Deep-Reads/CelVivo/nguyen-2024-jev-g4-2022-australia-brain-organoids.md`. Nguyen W, Gyawali N, Stewart R, Tang B, Cox AL, Yan K, Larcher T, Bishop CR, Wood N, Devine GJ, Suhrbier A, Rawle DJ (npj Viruses [Nature Portfolio], Article 25, 2024; DOI 10.1038/s44298-024-00025-5; QIMR Berghofer Medical Research Institute + INRAE; **`ollama_audit: 8/8 passed`**). The paper characterizes a **Japanese Encephalitis virus genotype 4 isolate from the 2022 Australian outbreak** — uses CelVivo ClinoStar brain organoids to validate the isolate's neurotropism in human cortical tissue (vs mouse models). **Flavivirus** family — companion to the SARS-CoV-2 / BA.5/XBB / TMEM106B cluster (Stewart + Yan) in establishing the **CelVivo ClinoStar brain organoid platform for neurotropic virus characterization**. **Vendor-anchor mapping**: CelVivo ClinoStar ⭐⭐⭐⭐. **Net-new external evidence** in this run. **Track on next fetch** whether Robin produces a deep-read synthesis page and whether the JEV-Australia outbreak context yields Australian academic / public-health customer entry material. -- **2026-08-31 Aiello 2025 EMBO reports reproducible brain organoids (CelVivo ClinoReactor; CelVivo ApS co-author) (single-shot LDR entry `030f31ed`)** — `obsidian-vault/04-Literature/Deep-Reads/CelVivo/aiello-2025-brain-organoid-reproducibility.md`. Aiello G, Nemir M, Vidimova B, Ramel C, Viguie J, Ravera A, Wrzesinski K*, Bagni C* (EMBO reports, Volume 26, December 2025, 6209-6239; DOI 10.1038/s44319-025-00619-x; 洛桑大学 + 罗马 Tor Vergata 大学 + 西北大学[南非] + **CelVivo ApS[丹麦] as co-author affiliation**; **`ollama_audit: 6/6 passed`**). The paper establishes: (i) **controlled fluid dynamics** through CelVivo ClinoReactor improves brain-organoid reproducibility (multi-batch + multi-iPSC line PCA shows CV < 15% vs static culture > 30%); (ii) **scRNA-seq OXPHOS profiling** validates metabolic maturation in ClinoReactor vs static; (iii) **multi-marker IHC** (SOX2/Nestin/PAX6 + DCX + TBR1/SATB2/MAP2) confirms cortical layer identity. This is the **first paper in the cluster where CelVivo ApS appears as a co-author affiliation** (vs the prior papers where CelVivo is just the bioreactor vendor) — significant credibility signal for the **CelVivo ClinoReactor as the canonical hardware for reproducible brain organoid culture**. Companion to the **2026-08-23 Aiello_Bagni_2025_biorxiv_Brain_Organoid_Fluid** deep-read (Robin did a 2-deep-read cycle: biorxiv preprint version + EMBO reports final version, 8 days apart). **Vendor-anchor mapping**: CelVivo ClinoReactor ⭐⭐⭐⭐⭐ (CelVivo ApS is a co-author, validating the platform via academic-CelVivo collaboration). **Net-new external evidence** in this run. **Track on next fetch** whether Robin produces a deep-read synthesis page at `/sources/literature-aiello-2025-brain-organoid-reproducibility-deepread.md` and whether the 2026-08-23 Aiello deep-read synthesis page gets retrofitted to reference the 2026-08-31 EMBO reports final version. -- **2026-08-31 Stewart 2023 Front Microbiol BA.5/XBB neurotropic brain organoids (CelVivo) (single-shot LDR entry `eb24ab72`)** — `obsidian-vault/04-Literature/Deep-Reads/CelVivo/stewart-2023-ba5-xbb-neurotropic-brain-organoids.md`. Stewart R, Yan K, Ellis SA, Bishop CR, Dumenil T, Tang B, Nguyen W, Larcher T, Parry R, Sng JDJ, Khromykh AA, Sullivan RKP, Lor M, Meunier FA, Rawle DJ*, Suhrbier A* (Frontiers in Microbiology, Volume 14, Article 1320856, 2023-11-23; DOI 10.3389/fmicb.2023.1320856; QIMR Berghofer Medical Research Institute + University of Queensland; **`ollama_audit: 6/6 passed`**). The paper establishes: **SARS-CoV-2 omicron BA.5 + XBB variants have increased neurotropic potential over BA.1** — K18-hACE2 mice show enhanced brain infection + human brain organoids (CelVivo ClinoStar) confirm the BA.5/XBB enhancement in cortical tissue. Companion to **Yan 2024 TMEM106B** in the same QIMR Berghofer Suhrbier/Rawle viral-neurotropism line. **Vendor-anchor mapping**: CelVivo ClinoStar ⭐⭐⭐⭐. **Net-new external evidence** in this run. **Track on next fetch** whether Robin produces a deep-read synthesis page and whether the BA.5/XBB neurotropism data has implications for Robin's Chinese pharma R&D / CDMO customers working on SARS-CoV-2 long-COVID neurological complications. -- **2026-08-23 root-level LDR burst (5 papers, single-shot entries, vault HEAD bump `a4fa5a32` → `fb017e4f`)** — **largest single-day LDR cluster since the 2026-07-29 Parate / Lee / Hodge cluster**; breaks the **7-fetch vault-silence streak** that started after the 2026-08-16 Quintard + Guo cluster; all 5 files landed at `obsidian-vault/04-Literature/Deep-Reads/` **root** (not in a per-vendor subfolder) on 2026-08-23/24 between 07:50 +0800 and 16:39 +0800; **non-standard pattern** vs the prior per-vendor subfolder discipline (every prior LDR cluster since 2026-07-28 has sorted into `Organoid/` / `Celvivo/` / `3Brain/` / `Cells/` etc.). The 5 commits are all single-shot entries (no v2/v3 SOP rewrite cycles this cluster, unlike the 2026-08-16 Quintard 4-commit + Guo 3-commit pattern). Commit timestamps `2026-08-23` (Western time) + `2026-08-24` (UTC mtime): (a) **`ad4abcde` 2026-08-24 feat: Ajongbolo 2025 Cells 脑类器官综述精读 (Wiki.js 1743)** — `Ajongbolo_2025_Cells_Brain_Organoids_Review.md`, the canonical review paper of the cluster, 11,367 bytes; (b) **`5f02489a` 2026-08-24 feat: Kim 2025 NatCommun 液态金属 3D MEA 精读 (Wiki.js 1744)** — `Kim_2025_NatCommun_Liquid_Metal_3D_MEA.md`, 13,567 bytes, the **3D-MEA competitor paper** of the cluster; (c) **`40b357b8` 2026-08-24 feat: Tian 2025 NatCommun 心外膜 mTOR 精读 (Wiki.js 1745)** — `Tian_2025_NatCommun_Epicardium_mTOR.md`, 15,578 bytes, the **cardiac-epicardium paper** of the cluster; (d) **`f2118a62` 2026-08-24 feat: Aiello & Bagni 2025 biorxiv Rotating Chamber brain organoid 精读 (Wiki.js 1746)** — `Aiello_Bagni_2025_biorxiv_Brain_Organoid_Fluid.md`, 11,731 bytes, the **CelVivo-KB-derived brain-organoid CFD paper** of the cluster; (e) **`fb017e4f` 2026-08-24 feat: CelVivo App Note 2026 shear stress ClinoStar vs orbital shaker (Wiki.js 1747)** — `CelVivo_Shear_Stress_AppNote_2026.md`, 10,145 bytes, the **vendor App Note** of the cluster. **3 of the 5 papers are CelVivo-aligned**: the App Note (direct CelVivo document) + Aiello (CelVivo KB-sourced) + Ajongbolo review (mentions ClinoStar in the synthesis). **1 is a 3D-MEA competitor**: Kim EGaIn magnetic-reshapable 3D MEA. **1 is a cardiac epicardium paper**: Tian mTOR. The cluster anchors **4 of 5 to Robin's 4 vendor product lines** (CelVivo=3, 3Brain-adjacent=1) plus 1 cardiac expansion. Synthesis routes into `/themes/01-organoid-equipment.md` (CelVivo evidence) + `/themes/05-robin-research.md` (vault-snapshot refresh + deep-reads breakdown) + `/sources/literature.md` (last-30-days table). **Net-new external evidence** in this run. **Track on next fetch** whether (a) more LDR files land in vault root (extending the root-level pattern) or migrate to per-vendor subfolders on next SOP revision, (b) the `deepread_40240593/` pipeline workspace gets committed (per the Notable-entity entry below), (c) the existing MOC pattern at `04-Literature/Deep-Reads/MOCs/MOC-类器官与3D培养.md` gets a 2026-08-23/24 LDR-cycle entry. -- **CelVivo App Note 2026 shear stress ClinoStar vs orbital shaker (2026-08-23, single-shot LDR entry `fb017e4f`, Wiki.js 1747)** — `obsidian-vault/04-Literature/Deep-Reads/CelVivo_Shear_Stress_AppNote_2026.md` (10,145 bytes). Stougaard Borgen Løschenkohl + Sedighi Frandsen, CelVivo Application Note 2026, sourced from RAGFlow CelVivo KB (1555e5b2..., Robin 8-24 上传). The note establishes **head-to-head comparison** of ClinoStar® vs orbital shaker for **3D 类器官/球体培养** (HepG2/C3A 15-day + embedded Caco-2 肠 + brain organoid). Core findings: (i) **low shear stress ClinoStar preserves cytoskeletal integrity** — phalloidin/DAPI 染色 shows ClinoStar F-actin 排列规则 + 形态紧凑 + 细胞间内聚性强 vs orbital shaker F-actin 散布 + 形态松散 + 内聚性下降 (4x + 20x dual magnification); (ii) **15-day standardized workflow** — same source cells (HepG2/C3A) + same pre-conditioning (SP5D 24孔球形板 Kugelmeiers, 1000 cells/aggregate) + same end-point assays (image + ATP + BCA + fluorescent staining + microscopy) + 3 bio-replicates per condition; (iii) **multi-model transferability** — embedded Caco-2 肠 + brain organoid both show ClinoStar advantage → vendor claim "low shear stress sensitive cell class (肝/肠/脑来源)" validated across 3 model systems. **Net-new external evidence** in this run (git-repo-1 2026-08-24). **Highest commercial-relevance paper of the cluster**: this is the **canonical CelVivo vs-orbital-shaker competitive-killer document** and is Robin's first **vendor App Note deep-read** (vs. 1 primary research paper + 1 review paper from prior clusters). **Track on next fetch** whether (a) Robin produces a deep-read synthesis page at `/sources/literature-celvivo-shear-stress-appnote-2026-deepread.md` mirroring the prior pattern, (b) the App Note is folded into `06-Sales/Content/Training-Materials/` (the existing CelVivo赋能培训 v1-v9 cluster could absorb the head-to-head comparison data as a new PPT module), (c) the App Note spawns a new sales commitment similar to the existing `celvivo-clinoreactor-thewell-bioscience-xeno-free` item. -- **Aiello & Bagni 2025 biorxiv Rotating Chamber brain organoid CFD (2026-08-23, single-shot LDR entry `f2118a62`, Wiki.js 1746)** — `obsidian-vault/04-Literature/Deep-Reads/Aiello_Bagni_2025_biorxiv_Brain_Organoid_Fluid.md` (11,731 bytes). Aiello F, Bagni C et al., biorxiv preprint (the EMBO Reports submission version `Aiello_Bagni_EMBO R_050325`), 2026-08-24 Robin 从 CelVivo KB 找到的 PDF. The paper is **the first CFD-quantified Rotating Chamber (RC) low-shear-stress study** in Robin's deep-read set: (i) RC geometry: outer Ø 78.3 mm × H 24.2 mm, inner cavity Ø 37.7 mm × H 8.8 mm (reserved for organoid growth space); (ii) **COMSOL Multiphysics 6.2 CFD simulation shows cavity shear stress < 20 mPa** (extremely low vs. standard stirred/shaken systems) — **first quantitative number** on RC shear-stress field; (iii) **multi-density organoid shear-stress validation** — relative density 1010/1020/1030 vs medium 1000 confirms shear-stress uniformity across density range + 0-300 objects all experience stable low shear; (iv) **morphological consistency** — multi-batch + multi-cell-line brain organoid cultures show **CV < 15%** (vs static culture CV > 30%); (v) cortical cell type recapitulation (SOX2/Nestin/PAX6 + DCX + TBR1/SATB2/MAP2 multi-marker IHC) + scRNA-seq OXPHOS metabolic profiling. **Net-new external evidence** in this run. **Vendor-anchor mapping**: Aiello paper is **CelVivo ClinoStar-adjacent** (uses RC system which is the ClinoStar simplified geometry) + 3Brain HD-MEA-adjacent (cortical organoid electrophysiology read-out). The < 20 mPa quantitative claim is **direct ammunition** for the existing ClinoStar ⭐⭐⭐⭐ vendor-positioning pitch — no prior paper in Robin's deep-read set provides the **quantitative CFD number** for ClinoStar's low-shear-stress value proposition. **Track on next fetch** whether Robin produces a deep-read synthesis page; the deep-read pipeline currently does not carry an Aiello synthesis page. -- **Tian 2025 Nat Commun hiPSC epicardium mTOR maturation (2026-08-23, single-shot LDR entry `40b357b8`, Wiki.js 1745)** — `obsidian-vault/04-Literature/Deep-Reads/Tian_2025_NatCommun_Epicardium_mTOR.md` (15,578 bytes, the **largest** of the 5 new LDR files). Tian Y, Lucena-Cacace A, Tani K et al., Nat Commun 2025, DOI 10.1038/s41467-025-60934-8. The paper establishes: (i) **mTOR inhibition drives epicardium maturation** — Torin1 (dual mTORC1/2 inhibitor, 200 nM) on mouse E12 embryonic heart explants upregulates WT1 (mature epicardium marker) + downregulates EMT markers (SNAI1/2) + downregulates cell cycle (MKI67/PCNA) + downregulates mTOR pathway; bulk RNA-seq PCA shows 28.53% (PC1) + 36.01% (PC2) variance explained = significant transcriptome shift toward **adult** epicardium identity; (ii) **mTORC1/2 dual inhibition is critical** — Rapamycin (single mTORC1) alone is insufficient; mTORC2 is the key node; (iii) **hiPSC-derived epicardium maturation with Torin1** — qPCR validates mature markers (TJP1/WT1/TBX18/ALDH1A2/CDH18) up + EMT markers (SNAI1/SNAI2/CDH2/CDH1) down + proliferation markers (MKI67/PCNA/MCM2) down + fatty-acid metabolism maturation (PDK4/PPARGC1A/SIRT1/FASN/SREBF1); bulk RNA-seq with 379 DEGs; Torin1 vs adult epicardium GSE84085 heatmap confirms adult-like profile; YBX3 + MAFF identified as Torin1-specific TFs via Venn diagram + siRNA knockdown; (iv) **paracrine effect on cardiomyocyte maturation** — mature epicardium (Torin1-treated) co-cultured with hiPSC ventricular cardiomyocyte EBs for 10 days upregulates TNNI3 (adult cardiomyocyte marker) → epicardium-to-cardiomyocyte maturation cross-talk via paracrine signaling. **Net-new external evidence** in this run. **Application domain**: cardiac organoid regeneration; not directly anchored to CelVivo/3Brain/Cellink/Femtobiomed product lines (no vendor rating callouts in the deep-read) but **fits the broad cardiac application-domain bucket** that Robin's wiki scope covers. **Track on next fetch** whether (a) Robin produces a deep-read synthesis page, (b) the Tian paper routes into any commitment — there is no cardiac-specific commitment in `/commitments.md` yet. -- **Kim 2025 Nat Commun EGaIn liquid-metal 3D MEA (2026-08-23, single-shot LDR entry `5f02489a`, Wiki.js 1744)** — `obsidian-vault/04-Literature/Deep-Reads/Kim_2025_NatCommun_Liquid_Metal_3D_MEA.md` (13,567 bytes). Kim E, Jeong E, Hong YM et al., Nat Commun 2025, DOI 10.1038/s41467-024-55752-3. The paper establishes: (i) **EGaIn (eutectic gallium-indium) 3D pillar MEA** — microfluidic direct-ink-writing fabrication with **pillar height 25-310 μm controllable by printing speed** (R² > 0.95, n=12 datapoints), **pillar diameter down to 14 μm** (single-neuron scale), parylene-C selective encapsulation with only pillar tip exposed as electrode; (ii) **magnetically reshapable** — Ni magnetic layer on pillar exterior + external magnetic field drives pillar bending → 3D MEA shape conforms to different organoid sizes/shapes (no fabrication re-spin needed); (iii) **hPSC cortical organoid maturation timeline** — Dorsomorphin + SB-431542 (dual-SMAD) → FGF2/EGF expansion → BDNF/NT3 maturation at 15/30/45/60/120 days; 30d SOX2+/TUJ1+ early neuronal; 60d SOX2↓ + TUJ1↑↑; 120d 6-marker co-expression (MAP2/GFAP/VGLUT1/SATB2/CTIP2) = cortical 6-layer-like structure; (iv) **biocompatible integration** — 4-month organoid seeded on 3D MEA, co-cultured 14 days; live/dead + qPCR (PAX6/Nestin/TUJ1) + IHC (Nestin/TUJ1/SOX2/MAP2/GFAP) all confirm biocompatibility; (v) **single-unit spike + network synchronization recording** — 64-channel MEA acquisition + SU spike detection + synchronization score + network graph analysis across 1/2/4/6 month organoid maturation. **Net-new external evidence** in this run. **Vendor-anchor mapping**: **3Brain HD-MEA competitor / adjacent paper** — Kim's EGaIn 3D MEA is a next-generation flexible 3D MEA approach that is **adjacent to but not directly competing with** 3Brain's rigid Accura-3D chip (3Brain uses 4096-electrode planar CMOS, Kim uses 3D pillar EGaIn with magnetic reshape). The Liu 2026 NBME shape-conformal framework from the 2026-08-08 cluster is a third next-gen HD-MEA approach — **3 distinct next-gen HD-MEA approaches now in Robin's deep-read set**: Liu 2026 Rogers Lab flexible-electronics framework (3000-8000 ch, >90% surface coverage) + Kim 2025 EGaIn 3D pillar (25-310 μm height, magnetic reshape) + Kim's pillar biocompatibility with cortical organoid (1/2/4/6-month maturation timeline). **Track on next fetch** whether (a) Robin produces a deep-read synthesis page at `/sources/literature-kim-2025-nat-commun-liquid-metal-3d-mea-deepread.md`, (b) the Kim paper routes into the existing `liu-2026-hd-mea-roadmap-implication` commitment as a corroborating evidence point (the "next-gen HD-MEA field" consolidation narrative now has 3 distinct data points), (c) the Kim paper pairs with Liu 2026 to anchor a new `liu-kim-2025-2026-next-gen-hd-mea-roadmap` consolidation synthesis page. -- **Ajongbolo 2025 Cells brain organoid review (2026-08-23, single-shot LDR entry `ad4abcde`, Wiki.js 1743)** — `obsidian-vault/04-Literature/Deep-Reads/Ajongbolo_2025_Cells_Brain_Organoids_Review.md` (11,367 bytes). Ajongbolo AO, Langhans SA, Cells 2025, DOI 10.3390/cells14110842. The paper is the **canonical brain organoid + assembloid review** for Robin's deep-read set: (i) **3-tier brain-organoid taxonomy** — whole-brain organoid (Lancaster 2013 archetype, multi-brain-region identity, unguided spontaneous differentiation) → region-specific organoid (前脑/中脑/小脑/下丘脑 with patterning-factor-guided TF markers FOXG1 / OTX2 / EN1/EN2 / GBX2 / FGF8 / SHH) → complex organoid systems (assembloid multi-region fusion / OoC vascularization-perfusion / tumoroid tumor modeling / xenograft immunodeficient-mouse intracranial transplant); (ii) **4-class characterization methodology** — morphological (IF + confocal) + biochemical (qPCR/Western/bulk RNA-seq) + functional (MEA / patch clamp / calcium imaging) + omics (scRNA-seq / spatial transcriptomics / mass spec) = standardized decision tree for any new brain-organoid line publication; (iii) **disease-modeling real-world boundaries** — neurodevelopmental (microcephaly / macrocephaly / ASD / Rett / Fragile X / Timothy syndrome) + neurodegenerative (AD / PD / HD / ALS) + brain-tumor (glioblastoma / medulloblastoma / AT/RT); (iv) **drug-discovery pipeline standardization** — 96-well + microfluidic chip + automated imaging + AI phenotype recognition → emerging HTS platform. **Net-new external evidence** in this run. **Vendor-anchor mapping**: **CelVivo ClinoStar-adjacent** (long-term stable brain organoid culture) + 3Brain HD-MEA-adjacent (functional electrophysiology read-out via MEA in the 4-class characterization). **Cross-vendor**: Ajongbolo review is the **first comprehensive brain-organoid review** in Robin's deep-read set since the 2026-07-29 Organoids 2026 review (`10.1186_s40164-026-00743-x`) — pairs with that review to give Robin a **review-paper anchor for the brain-organoid lane**. **Track on next fetch** whether (a) Robin produces a deep-read synthesis page at `/sources/literature-ajongbolo-2025-cells-brain-organoids-review-deepread.md`, (b) the review routes into `/themes/05-robin-research.md` as a "review-paper cluster" entry alongside the Organoids 2026 review. -- **`deepread_40240593/` pipeline workspace (2026-08-24 NEW → 2026-08-30, still uncommitted)** — `deepread_40240593/` is the **first** new untracked directory added at the 2026-08-24T18:05Z fetch, alongside the 5 root-level LDR files. The directory contains **7 subdirectories**: `deepread_40016200` + `deepread_40441268` + `deepread_40498018` + `deepread_40593704` + `deepread_41151577` + `deepread_brain_organoid_fluid` + `deepread_shear_stress_cs_os`. The directory is at the vault root (not in `04-Literature/`); the numeric-name pattern (`deepread_`) suggests Robin's LDR pipeline is using these directories as **per-paper working folders** — the names include both PMIDs (40016200, 40441268, 40498018, 40593704, 41151577) and human-readable slugs (brain_organoid_fluid → maps to Aiello paper; shear_stress_cs_os → maps to CelVivo App Note). The directory mtime is 2026-08-24 16:31 +0800 (still 2026-08-30 at this fetch — directory mtime unchanged across the 2026-08-25 + 2026-08-26 + 2026-08-27 + 2026-08-28 + 2026-08-29 + 2026-08-30 fetches, no pipeline activity since initial creation; **6 fetches silent on directory mtime** at this fetch). **Structural significance** (carried forward from 2026-08-24): (a) the `deepread_` naming convention is **not** the prior `04-Literature/Deep-Reads//` convention — the new pattern is a **per-paper working-folder pattern** that holds pipeline intermediate artifacts (PDFs, image-extracts, qa-pass outputs, Ollama vision-audit intermediates, etc.) before final commit to `04-Literature/Deep-Reads/`. (b) The presence of 5 already-committed root-level LDR files (in `04-Literature/Deep-Reads/`) **plus** the 2 named `deepread_` folders (brain_organoid_fluid + shear_stress_cs_os) — which exactly map to 2 of the 5 committed papers — suggests Robin's pipeline writes the **committed LDR note** to `04-Literature/Deep-Reads/` and the **intermediate artifacts** to `deepread_40240593/deepread_/`; the other 5 PMID-named subdirs are pipeline intermediates for 5 other in-progress papers not yet on `main`. (c) The vault-root `deepread_40240593/` is **not yet committed** (carry-forward untracked); the 2026-08-23 7-paper burst + the 2026-08-24/25 SECOND 5-paper burst means Robin is producing pipeline output faster than the manual commit cycle — **no commit despite a SECOND 5-paper burst landing at vault HEAD**. **Carry-forward status** (2026-08-30): untracked, **7-day carry-forward** (was 6-day at the 2026-08-29T18:10Z fetch, 5-day at the 2026-08-28T18:09Z fetch, 4-day at the 2026-08-27T18:25Z fetch, 3-day at the 2026-08-26T18:06Z fetch, 2-day at the 2026-08-25T18:13Z fetch, 1-day at the 2026-08-24T18:05Z fetch), future-commit candidate; **6 fetches silent on directory mtime** since the SECOND 5-paper burst landed. **Watchlist signal at the 2026-08-30 fetch**: the `deepread_40240593/` directory has not been committed despite the 2026-08-24/25 cluster producing 5 more committed LDR files, none of which appear to have routed through `deepread_/` working folders (the directory mtime is still 2026-08-24 16:31 +0800, unchanged since initial creation); the working-folder pipeline hypothesis has **further weakened evidence** at this fetch — if Robin had used the working folders for the 2026-08-24/25 burst, the directory mtime would have advanced to 2026-08-25 +0800; the absence of mtime movement in the 2026-08-25 + 2026-08-26 + 2026-08-27 + 2026-08-28 + 2026-08-29 + 2026-08-30 fetches (**6 consecutive fetches silent on directory mtime**) suggests the working-folder pipeline may have been abandoned, formalized differently, or batched without intermediate commit. **Track on next fetch** whether (a) the directory is committed, (b) the directory mtime finally advances (which would re-strengthen the working-folder pipeline hypothesis), (c) the `deepread_` vs `04-Literature/Deep-Reads/` separation is formalized in vault conventions, (d) Robin documents the working-folder pipeline somewhere (commit message / vault README / blog post). **No synthesis routes** until the directory is committed. -- **2026-08-24/25 cluster — SECOND consecutive single-day 5-paper LDR burst (vault HEAD `fb017e4f` → `9d4767c7`, 5 new vault commits)** — the 2026-08-25T18:13Z fetch observed a **SECOND consecutive single-day 5-paper LDR burst** at vault HEAD. Combined with the 2026-08-23/24 5-paper burst, **10 LDR files in 48 hours**, the largest sustained 2-day research output in Robin's vault activity log; the cluster creates **3 NEW `04-Literature/Deep-Reads/` subfolders**: `Vascularized-Organoids/` (Tevonian + Shen) + `Cardiac-Organoids/` (Yang) + `Skin-Organoids/` (Zhai) — Robin expands the deep-read folder taxonomy from ~19 to ~22 in a single day, **returning to the per-vendor / per-application-domain subfolder discipline** after the 2026-08-23/24 5-paper vault-root burst (the only LDR cluster that landed at the root of `04-Literature/Deep-Reads/` rather than in a subfolder). The 5-commit cluster is (chronological): `089177a7` Tevonian 2026 Nat Commun 血管化肝 MPS deep read (PMID 41634021) → `583859a8` Yang 2026 Stem Cell Res Ther cardiac organoid review (PMID 41963991) → `9aa2af4c` Update Tevonian 2026 + Yang 2026 (CelVivo/Cellink/Mimetas/3Brain/Femtobiomed product mapping retrofit + 净化 Robin mentions — **FIRST post-publish vendor-mapping retrofit commit in Robin's LDR pipeline**) → `5907cdfc` Shen 2026 Chin Med J vascularized organoids review (PMID 42268296) → `9d4767c7` Zhai 2026 Sci Adv 3D skin pemphigus (PMID 41512055). Vendor anchor mapping (via `9aa2af4c` retrofit): 4-vendor (CelVivo / Cellink / Mimetas / 3Brain / Femtobiomed) product mapping applied retroactively to Tevonian + Yang files. **Net-new external evidence** in this run. Synthesis routes into `/themes/01-organoid-equipment.md` (vascularized liver MPS + cardiac organoid review + autoimmune dermatology adjacency — likely the first significant expansion of Robin's coverage outside the canonical 4 application domains), `/themes/05-robin-research.md` (vault-snapshot refresh + the 2.5x expansion of subfolder taxonomy), `/sources/literature.md` (last-30-days table), `/commitments.md` (4 new commitment rows), `/themes.md` (potential `class-organoid-3d-bioprinting` evidence footprint strengthening — 4 of 5 papers are tissue-organoid deep-reads; if the 2026-08-25 burst recurs, the theme row may need a deeper evidence-footprint refresh). **Track on next fetch** whether (a) more per-vendor / per-application-domain subfolders land (extending the post-root-burst return to subfolder discipline), (b) the `9aa2af4c` retrofit pattern is applied to the prior 5 papers from the 2026-08-23/24 cluster (currently only Tevonian + Yang got the retrofit), (c) the `Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/` subfolders accumulate additional entries (≥3 total entries per subfolder is the threshold for "subfolder is in active use"), (d) the `deepread_40240593/` pipeline workspace directory finally gets committed. -- **Tevonian 2026 Nat Commun 血管化肝 MPS (2026-08-25, single-shot LDR entry `089177a7`, PMID 41634021)** — `obsidian-vault/04-Literature/Deep-Reads/Vascularized-Organoids/Tevonian_2026_Nat_Commun_Vascularized_Liver_MPS.md`. Tevonian et al. (2026) Nat Commun — **first vascularized liver MPS (microphysiological system) paper** in Robin's deep-read set. Vendor anchor mapping (via `9aa2af4c` retrofit): the retrofit commit added the **5-vendor product mapping table** (CelVivo + Cellink + Mimetas + 3Brain + Femtobiomed) to the file; the deep-read likely ranks Mimetas OrganoPlate for the multi-channel vascularized MPS architecture (OrganoPlate is the canonical microphysiological system for vascularized liver tissue) + CelVivo ClinoReactor for upstream hepatocyte maturation (Hep-Orgs source) + Cellink BIO X for the decellularized liver scaffold matrix. Companion to the existing **Liang 2026** liver organoid entry (ClinoStar ⭐⭐⭐⭐ for P1-P10 long-term maturation + ClinoReactor ⭐⭐⭐⭐ for 3-track HEP/CHO/HSC perfusion). **Application domain**: vascularized liver — extends the existing `Liver/` subfolder's (6 papers) fibrotic disease modeling story with a vascularization dimension. **Net-new external evidence** in this run (git-repo-1 2026-08-25). Synthesis routes into `/themes/01-organoid-equipment.md` (vascularized liver vendor mapping) + `/commitments.md` (new commitment entry once Robin produces a synthesis page). **Track on next fetch** whether (a) Robin produces a deep-read synthesis page at `/sources/literature-tevonian-2026-nat-commun-vascularized-liver-mps-deepread.md`, (b) the retrofitted 5-vendor mapping tables yield specific ROI for the active CelVivo / Cellink / Mimetas / 3Brain / Femtobiomed Chinese pharma R&D / CDMO account targeting, (c) the Tevonian paper pairs with Shen 2026 to anchor a `vascularized-organoid` review-paper cluster that the existing Subfolder lacks. -- **Yang 2026 Stem Cell Res Ther cardiac organoid review (2026-08-25, single-shot LDR entry `583859a8`, PMID 41963991)** — `obsidian-vault/04-Literature/Deep-Reads/Cardiac-Organoids/Yang_2026_Stem_Cell_Res_Ther_Cardiac_Organoid_Review.md`. Yang L et al. (2026) Stem Cell Res Ther — **first comprehensive cardiac organoid review** in Robin's deep-read set. Vendor anchor mapping (via `9aa2af4c` retrofit): the retrofit commit added the **5-vendor product mapping table** to the file. Companion to **Tian 2025 Nat Commun** (the cardiac epicardium mTOR paper from the 2026-08-23 burst) which established the actual mechanistic depth; Yang 2026 is the canonical review that contextualizes Tian alongside the prior cardiac organoid literature (hPSC cardiac organoid generation methods, maturation protocols, disease modeling applications, regenerative medicine routes). **Application domain**: cardiac organoid — Robin expands from the prior 2-paper `Cardiac/` subfolder to a dedicated `Cardiac-Organoids/` subfolder; this is the first time Robin has opened a new subfolder explicitly for an application-domain cluster (prior new subfolders have been for review types or vendor types). **Net-new external evidence** in this run (git-repo-1 2026-08-25). Synthesis routes into `/themes/01-organoid-equipment.md` (cardiac organoid vendor mapping) + `/commitments.md` (new commitment entry) + `/sources/literature.md` (last-30-days table). **Track on next fetch** whether (a) Robin produces a synthesis page at `/sources/literature-yang-2026-stem-cell-res-ther-cardiac-organoid-review-deepread.md`, (b) the cardiac-organoid commitment folds Tian + Yang as a paired mechanistic + review cluster, (c) the Cardiac-Organoids subfolder accumulates ≥3 entries. -- **Shen 2026 Chin Med J vascularized organoids review (2026-08-25, single-shot LDR entry `5907cdfc`, PMID 42268296)** — `obsidian-vault/04-Literature/Deep-Reads/Vascularized-Organoids/Shen_2026_Chin_Med_J_Vascularized_Organoids_Review.md`. Shen Y et al. Chin Med J 2026 — **Chinese-language peer-reviewed vascularized organoid systematic review**; companion to **Tevonian 2026** in the same cluster. Vendor anchor mapping: TBD; the deep-read is in the Chinese-language journal 中华医学杂志 (English edition) which makes it a credential **Chinese-hospital-academic** source for Robin's active Chinese pharma R&D / CDMO customer base. **Application domain**: vascularized organoid — adds a 2-paper cluster to the new `Vascularized-Organoids/` subfolder. The Shen 2026 review is the **review-paper anchor** for the new subfolder (review-type) and the Tevonian 2026 primary research paper is the **research-paper anchor** (primary-type). **Net-new external evidence** in this run. **Track on next fetch** whether Robin produces a deep-read synthesis page and whether the Chinese-language source yields any CelVivo-specific IRB or vascularization positioning material. -- **Zhai 2026 Sci Adv 3D skin pemphigus (2026-08-25, single-shot LDR entry `9d4767c7`, PMID 41512055)** — `obsidian-vault/04-Literature/Deep-Reads/Skin-Organoids/Zhai_2026_Sci_Adv_3D_Skin_Pemphigus.md`. Zhai T et al. Sci Adv 2026 — **first 3D-skin organoid disease-modeling paper** in Robin's deep-read set; **net-new application domain** (autoimmune dermatology + 3D skin) that Robin's existing ~22 deep-read subfolders do not cover. Vendor anchor mapping: TBD; the deep-read does not have the `9aa2af4c` retrofit 5-vendor mapping (the retrofit was applied only to Tevonian + Yang); skin organoid is a candidate workflow for **CelVivo ClinoReactor** (long-term 3D skin culture — similar to the existing liver, brain, lung, retinal organoid applications) but the Sci Adv paper's specific ClinoReactor / ClinoStar callouts are not in the manifest entry. **Application domain**: 3D skin organoid + autoimmune dermatology (pemphigus) — distinct from the existing Cancer / Brain / Liver / Vascularized-Organoids / Cardiac-Organoids / Kidney / Retinal / Brain-Tumor application-domain subfolders. **Net-new external evidence** in this run. Synthesis routes into `/themes/01-organoid-equipment.md` (autoimmune dermatology adjacency to the vascularized-organoid cluster) + `/commitments.md` (new commitment entry). **Track on next fetch** whether (a) Robin produces a deep-read synthesis page, (b) the Skin-Organoids subfolder accumulates ≥3 entries to confirm a recurring application-domain pattern, (c) the Zhai paper yields Chinese cosmetic / dermatology pharma R&D positioning material that the active CRM portfolio could absorb. -- **`9aa2af4c` post-publish vendor-mapping retrofit commit (2026-08-25, NEW SOP step in Robin's LDR pipeline)** — `9aa2af4c` is a non-paper-content commit that touches the Tevonian 2026 + Yang 2026 files in-place to add the **5-vendor product mapping table** (CelVivo / Cellink / Mimetas / 3Brain / Femtobiomed) plus **净化 Robin mentions** (sanitization of any "Robin" / "Robin 8-XX 实战沉淀" attribution strings that might leak into the production deep-read narrative). The commit is the **first post-publish vendor-mapping retrofit** in Robin's LDR pipeline; the prior 5-paper 2026-08-23/24 cluster (Ajongbolo + Kim + Tian + Aiello + CelVivo App Note) did NOT receive the retrofit — only the new Tevonian + Yang pair got the retroactive 5-vendor mapping. The retrofit is **methodologically significant**: it indicates Robin's LDR workflow is now adding a **post-publish vendor-mapping step** to the standard 8-step SOP (the 8 铁律 + 3 trigger modes + 5-section report pattern at `/sources/ldr-report-template.md`). The prior 8-step SOP does not include a vendor-mapping retrofit step — Robin has effectively iterated to a 9-step SOP for the new Tevonian + Yang pair. The retrofit's 净化 Robin mentions specifically addresses the "客户-facing deep-read 净化" concern flagged in the prior synthesis policy — Robin's deep-reads are increasingly being routed into customer conversations (the Guo 2026 IRB checklist template is the canonical example) and any Robin attribution in the body could break the "vendor-anchored customer-facing artifact" framing. **Track on next fetch** whether (a) the `9aa2af4c` retrofit pattern is applied retroactively to the prior 5 papers (Ajongbolo + Kim + Tian + Aiello + CelVivo App Note) — if Robin retro-fits the vendor mapping, the existing `class-organoid-3d-bioprinting` theme evidence footprint strengthens materially; if not, the retrofit might be an LDR-pipeline ad-hoc patch rather than a recurring pattern; (b) the `9aa2af4c` retrofit becomes a standard LDR step (replacing the existing 8-step SOP iteration pattern); (c) the LDR SOP iteration is documented at `/sources/ldr-report-template.md` and `/sources/2026-07-27-4-27-sop-vs-implementation.md`. -- **Quintard 2024 Nat Commun microfluidic vascularized organoid chip (2026-08-16, 7 commits in 48-hour window)** — `obsidian-vault/Literature/Deep-Reads/Organoid/quintard_2024_vasorganoid_chip.md` (189 lines; 4-commit LDR cycle `0fc8db24` adds → `290e9635` -v2 修图床/双 H1/落款 → `24c713de` -v3 Wiki.js 自带图床 6 张图 → `4073abf4` -v4 转发语标题/落款加粗/删 3Brain; Wiki IDs 1719/1720/1722, NocoDB Id 3297). The paper is **the first microfluidic / organ-on-chip platform paper** Robin has deep-read in the 2026-08 window; the platform combines (i) 10-channel parallel microfluidic chips with U-shaped capture sites (300-800 µm adjustable), (ii) fibrin + Matrigel hydrogel layer deposition using Landau-Levich-Bretherton effect, (iii) ~10 s capture efficiency ~100%, (iv) dynamic perfusion 7-30 days with HUVEC + fibroblast co-culture + hiPSC-derived BVO + islet spheroid + lung organoid cross-validation, (v) hierarchical vasculature (37 µm upstream artery-vein + 8 µm BVO capillaries, matching physiological ranges 50-1900 s⁻¹). **Net-new external evidence** in this run (git-repo-1 2026-08-17). The 4-star "与我们的产品" table lists **Mimetas OrganoPlate ⭐⭐⭐⭐** (direct Phaseguide-based vascularized / kidney / intestine organ-on-chip competitor) + **CelVivo ClinoStar ⭐⭐⭐** (upstream workflow step: BVO differentiation day 0-15 needs rotating-wall suspension culture; ClinoStar is the canonical hardware for this stage; the paper's day 15 → chip-on-board handoff is the canonical CelVivo → organ-on-chip workflow) + **Emulate Organ-Chip ⭐⭐⭐** (Colon-Intestine-Liver platform companion). Synthesis routes into `/themes/05-robin-research.md` (新增 by-vendor entry) and `/sources/literature.md` (last-30-days deep-read table). Vendor-anchor mapping: CelVivo-adjacent (workflow upstream) + Mimetas OrganoPlate / Emulate Organ-Chip (organ-on-chip product lane that Robin's portfolio does not currently cover but represents a potential cross-sell if Robin's customers ask "where do I run my CelVivo-matured organoids in a vascularized microenvironment?"). Customer-entry: 药企临床前 (vascularized drug screening) + 微流控 organ-on-chip 平台集成商 (Mimetas / Emulate channel partners) + academic PI (vascular development / diabetes). **Track on next fetch** whether Robin publishes a `/sources/literature-quintard-2024-nat-commun-vasorganoid-chip-deepread.md` synthesis page; the deep-read pipeline currently only carries `liang-2026-celvivo-clinostar-positioning` + `miao-2025-celvivo-clinostar-positioning` + `liu-2026-hd-mea-roadmap-implication` + `sharma-2026-retinal-organoid-mea-cross-sell` — no Quintard synthesis page yet. -- **Guo 2026 Front Cell Dev Biol organoid ethics systematic review (2026-08-16, 7 commits in 48-hour window)** — `obsidian-vault/Literature/Deep-Reads/Organoid/guo_2026_organoid_ethical_review.md` (170 lines + 3 真图; 3-commit LDR cycle `2e6f5989` adds → `00f824f2` -v2 修图床 (加 2 张 Wiki.js 自带图) → `a4fa5a32` -v3 补 Fig 1; Wiki ID 1724, NocoDB Id 3298). The paper is **the first organoid-research ethics / IRB systematic review** Robin has deep-read in any window — fills the methodological gap on the IRB-side that the prior clinical-translation evidence (CDE classification + Order No. 818) does not directly cover. The paper structures the IRB review framework as **7 mandatory points** (sample provenance + donor informed consent + data privacy & de-identification + co-culture agency + animal welfare 3R + cross-border regulation + long-term storage & termination); the cross-border table compares China (《人类遗传资源管理条例》+ 《涉及人的生命科学和医学研究伦理审查办法》2023), US (HIPAA + Common Rule + NIH GDS), EU (GDPR + Clinical Trials Regulation 536/2014), Japan, Korea. The 4-star "与我们的产品" table lists **CelVivo ClinoStar ⭐⭐⭐⭐** (clinical-translation IRB compliance — the 7 mandatory points directly apply to ClinoStar customer IRB submissions; **Robin 推广 ClinoStar 给三甲医院时, 可附带本框架作为增值**) + **Mimetas OrganoPlate ⭐⭐⭐⭐** (co-culture ethics — Mimetas 主营类器官 + 免疫细胞共培养, the co-culture agency framework from Guo 2026 point 4 directly applies) + **Emulate Organ-Chip ⭐⭐⭐** (organoid + microfluidic cross-border regulation reference). **Net-new external evidence** in this run (git-repo-1 2026-08-17). Robin translated the paper into a **customer-facing sales ammunition template** at `templates/类器官IRB申请清单.md` (180 lines; 7 mandatory points checklist + 5 customer Q&A + China vs International flow table + 10 attachments + 7 citations; v1.0 dated 2026-08-16, "Robin 8-16 实战沉淀") — see the templates/ entry in the next bullet. Customer-entry: 临床转化型医院 (class A tertiary hospitals running organoid IRB submissions) + 类器官厂家 Robin 培训客户 (the IRB checklist is the canonical "Robin 培训客户 IRB 申请" core material) + academic PI (cross-border collaboration IRB paperwork). **Track on next fetch** whether (a) the templates/ IRB checklist gets committed, (b) the Robin-author attribution in the template is recognized as a wiki-side customer-training artifact, (c) Robin produces a deep-read synthesis page at `/sources/literature-guo-2026-front-cell-dev-biol-organoid-ethics-deepread.md`, and (d) the IRB checklist routes into the existing CelVivo industrial-customers program (which currently lives at `05-Documents/Products/Celvivo/Industrial-Customers/`) as a standard customer-training artifact. -- **Review/ subfolder — first entry (2026-08-13, still uncommitted at 2026-08-30, 19-day carry-forward, **one-off interpretation confirmed**, now a stale carry-forward note)** — `obsidian-vault/04-Literature/Deep-Reads/Review/zhou2023_computer_vision_microfluidics.md` is the **first file in a new `Review/` subfolder** under `04-Literature/Deep-Reads/`. The file is **untracked** at the 2026-08-30 fetch (Robin has not yet committed it — same state as the 2026-08-13 + 2026-08-15 + 2026-08-17 + 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 + 2026-08-27 + 2026-08-28 + 2026-08-29 + 2026-08-30 fetches, **0 progress in the 2026-08-13 → 2026-08-30 408-hour window**, **17 consecutive fetches silent on the file**). **Watchlist signal demoted to "stale / not recurring" carry-forward note at the 2026-08-27 fetch, now confirmed at the 2026-08-28 fetch + 2026-08-29 fetch + 2026-08-30 fetch**: per the 2026-08-15 watchlist-trigger rubric ("if the file remains uncommitted at the next fetch (2026-08-17 or later), the structural signal weakens") + the 2026-08-26 watchlist-downgrade consideration ("a 2026-08-27 fetch that lands the file as still-uncommitted would confirm the one-off interpretation"), the `Review/` subfolder at the 2026-08-30 fetch is **still single-entry, still untracked** — the structural signal is **confirmed as one-off**, **19-day carry-forward** with no commit, no follow-up paper landed in the subfolder across **17 consecutive fetches**, and 4 consecutive bursts of LDR activity (2026-08-23/24 + 2026-08-24/25 + 2026-08-23/24 + 2026-08-24/25) landing at the vault HEAD without routing any review-type paper to the `Review/` subfolder. The `Review/` subfolder entry is **now demoted to a "stale / not recurring" carry-forward note** rather than continuing as an active watchlist entry. No synthesis routes until the file is committed; if committed on a future fetch, the entry could be re-promoted to watchlist with the new mtime / commit evidence. -- **`templates/` subfolder — first entry (2026-08-16, NEW → 2026-08-30, still uncommitted, **one-off interpretation confirmed** at 2026-08-28 fetch alongside the `Review/` + `celvivo_commercial/` subfolders, carrying forward unchanged at 2026-08-29 + 2026-08-30 fetches)** — `templates/类器官IRB申请清单.md` (180 lines, mtime 2026-08-16, untracked) is the **first file in a new `templates/` directory** at the vault root. The file is Robin's **first customer-facing sales ammunition template produced from a single deep-read** (the Guo 2026 IRB ethics systematic review). Content: 7 mandatory IRB review points checklist (样本来源/知情同意/数据隐私/共培养主体性/3R 动物福利/跨境监管/长期保存与终止使用) + 5 customer Q&A ("类器官研究要不要 IRB 申请?" / "类器官共培养产品怎么申请 IRB?" / "类器官跨境研究怎么报?" / "3R 原则怎么写?" / "类器官 + 免疫细胞共培养 = CAR-T 体外培养, 算不算新生物体? 伦理上算什么?") + China vs International flow comparison table + 10-row 申请附件清单 + 7 references (Guo 2026 + ISSCR 2021 + OHRP 2016 + GDPR 2018 + China 2023 + China 2019 + Cambridge 2020). The template's `version: v1.0 (2026-08-16, Robin 8-16 实战沉淀)` and `Robin 业务定位: 类器官厂家给三甲医院 IRB 申请的标准模板 + Robin 客户培训材料核心` framing makes it explicit that this is the canonical "Robin 培训客户 IRB 申请" core material. **Structural significance** (carried forward from 2026-08-16): the `templates/` directory is new — none of the existing top-level folders (`01-Active-Sales/` / `02-Clients/` / `02-Active-Deals/` / `02-Contacts/` / `03-Product/` / `03-Resources/` / `04-Literature/` / `05-Documents/` / `06-Sales/` / `99-Templates/` / `memory/`) provides a vendor-agnostic customer-training-artifact slot at the vault root. The Obsidian vault already has `99-Templates/` for reusable Obsidian templates (note templates, daily-report templates — per `99-Templates/` size hint 14 .md), but the new `templates/` directory is **for customer-facing sales ammunition**, not Obsidian note templates — a different artifact type. The naming convention overlaps with `99-Templates/` and may need disambiguation; Robin's intent (per the file header) is for this `templates/` to be the **canonical customer-training artifact directory**, distinct from `99-Templates/` Obsidian-note templates. **Customer-entry scenarios** called out in the template: (a) 类器官厂家研发负责人 = IRB 申请准备, (b) Robin 客户开发 = 培训客户 IRB 申请核心材料, (c) 医院 IRB 委员会 = 类器官研究 IRB 审查标准参考, (d) 学术合作方 = 跨境合作时多国法规差异对照. **Carry-forward status** (2026-08-30): untracked, **14-day carry-forward** since first observation (was 13-day at the 2026-08-29T18:10Z fetch, 12-day at the 2026-08-28T18:09Z fetch, 11-day at the 2026-08-27T18:25Z fetch, 10-day at the 2026-08-26T18:06Z fetch, 9-day at the 2026-08-25T18:13Z fetch, 8-day at the 2026-08-24T18:05Z fetch, 7-day at the 2026-08-23T18:11Z fetch, 6-day at the 2026-08-22T18:13Z fetch, 5-day at the 2026-08-21T18:09Z fetch), future-commit candidate; **13 fetches silent since the directory first appeared** (first observed at the 2026-08-17T18:09Z fetch). The file mtime is still 2026-08-16 +0800 (unchanged since initial creation) — **no template authoring activity since the original 2026-08-16 creation**, despite 4 consecutive bursts of LDR activity (Quintard + Guo 2026-08-16 + the 2026-08-23 5-paper burst + the 2026-08-25 5-paper burst) that could have generated follow-up templates. **Watchlist signal demoted to "stale / not recurring" carry-forward note at the 2026-08-28 fetch**: the `templates/` directory has remained single-entry + uncommitted for **14 consecutive fetches** (same carry-forward duration at which the `Review/` entry was confirmed one-off) with no follow-up template landing despite multiple LDR bursts that could plausibly have generated sales ammunition templates — the entry is **confirmed as one-off alongside the `Review/` + `celvivo_commercial/` subfolders** at the 2026-08-28 fetch, and the 2026-08-29 + 2026-08-30 fetches confirm the carry-forward unchanged. **Track on next fetch** whether (a) Robin commits the file to `main`, (b) more templates land in the directory (extending the customer-training-artifact slot), (c) the `templates/` and `99-Templates/` naming overlap gets resolved (rename / docs / conventions), (d) any of the 4 prior LDR bursts produces a follow-up template (which would re-strengthen the sales-ammunition-pipeline hypothesis). Synthesis routes into `/themes/05-robin-research.md` (sales ammunition pipeline section). -- **`celvivo_commercial/` subfolder — first entry (2026-08-17, NEW → 2026-08-30, still uncommitted, **one-off interpretation confirmed** at 2026-08-28 fetch alongside the `Review/` + `templates/` subfolders, carrying forward unchanged at 2026-08-29 + 2026-08-30 fetches)** — `celvivo_commercial/1331651_20260630_131201.pdf` (56 KB PDF, mtime 2026-08-17, untracked) is the **first file in a new `celvivo_commercial/` directory** at the vault root. The PDF is the existing 6-30 quote PDF that Robin migrated into a new folder. The file is **a quote PDF**, not a synthesis target — the on-disk evidence is the existing 6-30 quote document that already exists in `05-Documents/Products/Celvivo/Industrial-Customers/` (per the 2026-08-15 synthesis-policy section above, "commercial docs (8 files: Exhibit 1 Price Book / Exhibit 3 SuperUser certification / Huibai demo discount agreement / 惠百 PO 盖章版 / Celvivo Distribution Agreement 2026 Huibai Bio / 1331651_20260630_131201 (6-30 quote) / Packing Slip Ordre 726_1 / Packing Slip Ordre 726_2)"). **Structural significance** (carried forward from 2026-08-17): the `celvivo_commercial/` directory is new — Robin has migrated the 6-30 quote out of wherever it was previously (presumably a working folder or `05-Documents/Products/Celvivo/` deep path) into a top-level dedicated directory. **The migration is unfinished** — only 1 file in the new directory; if Robin intends the directory to consolidate all 8 commercial docs from `05-Documents/Products/Celvivo/Industrial-Customers/`, the other 7 files (Exhibit 1 Price Book / Exhibit 3 SuperUser certification / Huibai demo discount agreement / 惠百 PO 盖章版 / Celvivo Distribution Agreement 2026 / Packing Slip Ordre 726_1 / Packing Slip Ordre 726_2) should eventually land here too. **No synthesis routes** until Robin commits the file or migrates more docs into the directory. Carry-forward status (2026-08-30): untracked, single-entry, **14-day carry-forward** since first observation (was 13-day at the 2026-08-29T18:10Z fetch, 12-day at the 2026-08-28T18:09Z fetch, 11-day at the 2026-08-27T18:25Z fetch, 10-day at the 2026-08-26T18:06Z fetch, 9-day at the 2026-08-25T18:13Z fetch, 8-day at the 2026-08-24T18:05Z fetch, 7-day at the 2026-08-23T18:11Z fetch, 6-day at the 2026-08-22T18:13Z fetch, 5-day at the 2026-08-21T18:09Z fetch); **13 fetches silent since the directory first appeared** (first observed at the 2026-08-17T18:09Z fetch). The file mtime is still 2026-08-17 +0800 (unchanged since initial creation) — **no commercial-doc migration activity since the original 2026-08-17 migration**, despite the 2026-08-25 SECOND 5-paper burst landing 5 more LDR commits in the vault (none of which involved commercial-doc migration). **Watchlist signal demoted to "stale / not recurring" carry-forward note at the 2026-08-28 fetch**: the `celvivo_commercial/` directory has remained single-entry + uncommitted for **14 consecutive fetches** (same carry-forward duration at which the `Review/` entry was confirmed one-off) with no follow-up commercial-doc migration despite 4 LDR bursts landing at vault HEAD; the entry is **confirmed as one-off alongside the `Review/` + `templates/` subfolders** at the 2026-08-28 fetch, and the 2026-08-29 + 2026-08-30 fetches confirm the carry-forward unchanged. Track on next fetch whether (a) the file gets committed, (b) more commercial docs migrate into the directory (which would re-strengthen the consolidation hypothesis), (c) the directory mtime finally advances. -- **2026-08-15 sources-sync bug — count-data wipe (operational)** — the `2507925e27b83b4f9d2e6f3b9c939d081a90f9f2` `chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-15)` commit at 2026-08-15 +0800 02:31 committed **empty count values** for NocoDB / Wiki.js / RAGFlow (SeaFile was already empty so the commit was a no-op there): (a) NocoDB: 6614 → **0** total records, with all 13 per-table counts (brain_organoid_literature / intestinal_organoid_literature / Celvivo_literature / cardiac_organoid_literature / cancer_organoid_literature / liver_organoid_literature / other_organoid_literature / kidney_organoid_literature / retinal_organoid_literature / Cellink_literature / organoid_literature_old / lung_organoid_literature / 3Brain_literature) cleared to empty cells; (b) SeaFile: libraries table unchanged (was empty in `1737454` already — a separate, older cron issue not introduced by `2507925`); (c) Wiki.js: 83 → **0** unique pages, ID range 22..1704 → **0..0**, Locale 分布 → empty, Top-level 路径分布 → empty; (d) RAGFlow: landing 200 → **000**, `/api/v1/health` 404 → **000**, `/api/v1/datasets` 401 → **000**. The header lines on each affected `/sources/{nocodb,ragflow,seafile,wikijs}.md` page still report `上次同步: 2026-08-14T18:30:42Z` (the prior successful sync timestamp), but the body count values are wiped. **Probable root cause**: the auto-source-sync CRON job ran but the underlying NocoDB / Wiki.js / RAGFlow API calls failed (likely the same operational issue already documented on `/sources/web-search.md` and `/sources/README.md` — runtime registry disagreement on `enabled: true` vs. disabled); the script committed the empty values instead of skipping the commit on failure. **Impact**: 3 source pages now show misleading zero/null values (NocoDB / Wiki.js / RAGFlow); Tavily / HN / git-repo synthesis is unaffected. **Recovery**: the wiped data is recoverable from the prior wiki commit (`git show 1737454:sources/nocodb.md` etc. will restore the pre-wipe state). This run restored the wiped data on all 3 affected pages (plus an operational note documenting the bug) so the wiki is internally consistent again. **Wiki-synthesis concern**: **none** — the synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the source-page counters. **Operational concern**: **yes** — the auto-source-sync job should (a) check connectivity before committing, (b) skip the commit on API failure rather than committing empty values, or (c) preserve the prior counter values when a fresh pull returns null/empty. Recorded for traceability here + on each affected `/sources/{nocodb,ragflow,seafile,wikijs}.md` page. -- **Liang 2026 liver organoid fibrosis platform (2026-08-12)** — `04-Literature/Deep-Reads/Liver/2026-08-12_Liang_2026_SciRep_liver_organoid_fibrosis_platform.md` (170 lines; `[[MOC-类器官与3D培养]]` already names this paper via `related:` back-link). The paper is **the net-new external evidence** this run (git-repo-1 2026-08-12) brought into the vault; see synthesis at `/themes/01-organoid-equipment.md` § CelVivo evidence (added 2026-08-12) and `/commitments.md` `liang-2026-celvivo-clinostar-positioning`. Single-paper LDR cycle: 4 commits (`e542c977` → `8699a154` → `aacba7aa` → `297f106d`) walked Robin's standard 3-stage SOP on the same file (186 lines → 105+/122- page 946 rewrite → page 934 修齐 micro-revisions). The 4-star "与我们的产品" table on the paper lists **CelVivo ClinoStar ⭐⭐⭐⭐** (P1-P10 长程扩增对应旋转培养 30+ 天无剪切; HSC 静止态在模拟微重力下 7+ 天维持) + **CelVivo ClinoReactor ⭐⭐⭐⭐** (单组织 3 轨道分通道灌流; TGFβ 时间程序精确切换) — **parallel CelVivo ClinoStar rating 5 to Miao 2025 v2's ClinoStar rating 5** from the 2026-08-08 flywheel-sync, but for liver organoid (long-term maturation + fibrosis modeling) rather than lung organoid (vascularization). 7 SeaFile Fig (Fig1-7) + 4-paper 参考文献 (Huch 2013 / Huch 2015 / Clevers 2016). Customer-entry: 药企临床前 (抗纤维化药筛) + 临床肝活检中心 (1-2 mg → 3 周药敏) + 学术 PI (2D vs 3D 旋转 efficiency). **MOC linkage**: the paper's `related:` field already names `[[MOC-类器官与3D培养]]` (the first MOC, created 2026-08-10) — confirming the MOC pattern is in active use on real deep-reads. -- **CelVivo industrial customers program** — a dedicated subfolder under - `05-Documents/Products/Celvivo/Industrial-Customers/` holds `CelVivo_中国工业 - 客户开发研究报告` (v1 + v2), `客户管线定位_1页图`, and `工业客户开发手册-v3`. - This is a self-contained CelVivo China commercial effort. -- **CelVivo sales training cluster** — `06-Sales/Content/Training-Materials/` - contains a `Robin稿生成通字稿` family (v3–v6), a `CelVivo赋能培训` PowerPoint - family (v1–v9, depth-flavored edits), and a `销售基础话术包` pair. Versions - progress from 基础 → 5大管线 → 深度版 → 终稿修正 → 销量仅看. -- **3Brain end-customer dossier set** — 11+ dossiers under - `03-Resources/End-Customers/` covering 神经所 (上海), 北京大学, 北京天坛医院, - 浙大一附院, 中科院昆明动物所, 西南医科大学, 贵州医科大学, plus TCM accounts - at 云南中医药大学 and 天津创新中药. -- **CelVivo distributor technical contact (2026-07-28, partially resolved - 2026-08-07)** — `02-Clients/Agents/董慧群.md` is the first profile under - the `02-Clients/Agents/` bucket (frontmatter `type: agent`, role: - 代理商技术同事, products: CelVivo ClinoStar / ClinoReactor). The - 2026-08-07 `_known_associations.md` index now identifies the CelVivo - dealer as **济南成全生物科技 (曹沛起)** — the only ClinoStar agent in - the 259-dealer list, registered in both 华北 + 山东. Robin still needs - to confirm: (a) is 董慧群 the same agency? (b) phone / WeChat / served - end-customers / opportunities. The agency-side gap is now closed. -- **ITX 24h host build (first observed 2026-07-31; still untracked)** — - `03-Resources/ITX-24h-Host/ITX_24h_Host_v18_Config_2026-07-31.md` is a - top-level bucket first observed between the 2026-07-30T18:13 fetch and the - 2026-07-31T18:08 fetch; it remains untracked. Single file: Robin's personal - 24h server build plan for hosting Hermes Agent + AI workflow stack — mATX + - i5-12400 + DDR4-2666 32G + 板载 Realtek 1Gb + Intel PRO/1000 GT 双网卡 NAS - 隔离, ¥2,985.82, 10/11 parts arrived, planned hostnames/roles: - 192.168.31.100 (主力机 SSH) vs 10.10.10.254 (RAGFlow / NAS RAGFlow API). - Workflow-tooling priority LOW (not vendor-anchored), so it does **not** earn a - `/themes.md` row, but the build remains a source-anchored personal-infra work - item and was promoted to `/commitments.md` as - `itx-24h-host-build-2026-q3` (Owner: me) for the post-assembly steps (Ubuntu - Server 22.04 install + 双网卡静态 IP + Hermes Agent install + 24h soak test). -- **Cells + 2026-08-08 cluster** — Fernandez Vallone 2026 Cells (hiPSC - brain organoids for THSDC chemical screening, NAMs platform) is the - first `04-Literature/Deep-Reads/Cells/` entry. New application domain - (toxicology + NAMs) compared to the prior Brain / Cancer / Liver - buckets. CelVivo + 3Brain application scenarios called out in tags. -- **Microbioreactor + 2026-08-07 cluster** — Rosero 2026 Front Bioeng - Biotechnol Microbioreactor design Mini Review is the first - `04-Literature/Deep-Reads/Microbioreactor/` entry. Cross-vendor - adjacent (CelVivo ClinoStar / Cellink BIO X / FemtoBiomed CellShot). - Landed in NocoDB `Robin_Picked_Papers` (PMID 42516424, Wiki.js ID - 1696). -- **Parfitt 2024 Nat Commun (DJ1 LOF midbrain organoid + PD)** — - untracked file `04-Literature/Deep-Reads/Brain/2026-08-06_Parfitt_GM_et_al_NatCommun_2024_DJ1_LOF_midbrain_organoid_PD.md` - (15,972 bytes, mtime 2026-08-06). DJ1 LOF through astrocyte lysosomal - dysfunction → AGE → α-syn → DA neuron death; CelVivo + 3Brain - application scenarios in tags. Not yet on `main`; pending Robin - commit. -- **CellSweep** — referenced in the wiki goal focus areas; not surfaced as a - top-level vault folder in this run, so it likely lives under `Work/` or - `scripts/` (outside the navigation index). -- **Phase A metadata batch + first MOC (2026-08-10)** — Robin ran a - frontmatter-hygiene + MOC-discipline sprint on 2026-08-10: - (a) **`d97b39ed` Phase A 批量** standardized 6 deep-read notes with the - 6-field frontmatter (doi / journal / year / **volume** / **pages** / - **authors** array / pmid) — `Organoids 2026 review` + - `CelVivo PAH Metabolomics` + `Shin 2024 thalamocortical organoids - 22q11ds` + `Fernandez Vallone 2026 Cells THSDC` + `Liu 2026 NBME - shape-conformal organoid` + `类器官综述_CMOS_HD_MEA_类器官电生理_2026-06-05`; - (b) **`6b717aef` MOC 方案 1 样品** created the **first MOC** at - `04-Literature/Deep-Reads/MOCs/MOC-类器官与3D培养.md` (95 lines, - 沙牛《AI 时代的 Obsidian 公开课》课时 1 pattern, `type: moc`) and added - `related:` back-link frontmatter to 7 papers; (c) **`3b929c2f` wang2024 - 方案 2 样品** added 7 image alt descriptions on top of the 6-field - frontmatter for `wang2024-org-on-chip.md`. The MOC's own `related:` - list already names `[[MOC-3Brain-HD-MEA]]` as the next planned MOC, - plus `[[02-Clients/Agents/_known_associations]]` and - `[[02-Active-Deals/CellShot-TriArm-Demo-计划-v2-老师版-2026-07-20]]`, - so the pattern is expected to extend. None of the changes add new - external evidence — the 6 papers already existed on `main`; this - commit set only normalizes their metadata and cross-references. The - MOC creation is the first durable structural artifact on the - knowledge-graph side and is worth tracking on the next git-repo - fetch. - -## Synthesis policy for this source - -- **This run (2026-08-31, git-repo-1 18:09Z):** **5 new vault commits** in the 2026-08-30T18:06Z → 2026-08-31T18:09Z 24-hour window — vault HEAD bumped from `9d4767c7` (2026-08-30T18:06Z fetch) to `391e4713` (5 calendar days of vault silence ended; **THIRD consecutive single-day 5-paper LDR burst** after the 2026-08-23/24 + 2026-08-24/25 clusters, all CelVivo-anchored). **Net-new external evidence**: 5 new CelVivo-anchored brain-organoid infectious-disease + reproducibility LDR files (`eb24ab72` Stewart 2023 BA.5/XBB + `030f31ed` Aiello 2025 reproducible brain organoids [CelVivo ApS co-author] + `fad7e21e` Nguyen 2024 JEV G4 + `4fca0123` Miao 2025 vascularized lung/gut + `391e4713` Yan 2024 TMEM106B SARS-CoV-2 ACE2-independent) — **all 5 land in the NEW `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` subfolder** (capital-V, parallel to the existing lowercase `Celvivo/` 142-file subfolder; Robin's first parallel-naming deep-read subfolder convention); 4 of 5 are brain organoids (the QIMR Berghofer Suhrbier/Rawle viral-neurotropism line + CelVivo ApS co-authored reproducibility) + 1 vascularized lung/gut (Miao); **cluster does NOT receive the `9aa2af4c` post-publish vendor-mapping retrofit commit** (the 2026-08-24/25 cluster had `9aa2af4c` as the 3rd of 5 commits; the 2026-08-31 cluster does not have a comparable retrofit). The carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` **19-day → 20-day carry-forward** (**17 → 18 fetches silent**, stale carry-forward note) + `celvivo_commercial/` + `templates/` **14-day → 15-day carry-forward** (both confirmed one-off alongside the `Review/` subfolder, carrying forward unchanged at the 2026-08-31 fetch) + `deepread_40240593/` **7-day → 8-day carry-forward** (mtime unchanged across **7 consecutive silent fetches** since creation, working-folder-pipeline hypothesis further weakened at this fetch — **8th fetch silent on directory mtime**, no signs of pipeline activity despite 3 LDR clusters in 8 days). **Wiki-side**: **2 new automated wiki commits** landed in the 2026-08-30T18:06Z → 2026-08-31T18:09Z 24-hour window — `c9e2770` chore: daily update 2026-08-31 (2026-08-31T02:18 +0800, committed 15 files per `git show --stat c9e2770` — including `.last-update.json` + `index.md` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/nocodb.md` + `sources/openwiki-version-drift.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `themes/05-robin-research.md` + `themes/index.md`; reducing uncommitted-file count from 11 → 5 per the manifest `changedFiles` list at the 2026-08-31T18:09Z fetch) + `9582dea` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-31, 2026-08-31T02:30 +0800, the **seventeenth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + `502281f` 2026-08-27 + `c992dd6` 2026-08-28 + `37d1ba6` 2026-08-29 + `d56da3a` 2026-08-30 + now `9582dea` 2026-08-31; per `git show --stat 9582dea` the commit touched `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/wikijs.md` — the same 4 source-sync files that the `c9e2770` daily update had already cleared were re-touched by the sources-sync that landed later in the window; same re-bump pattern as the 2026-08-28 + 2026-08-29 + 2026-08-30 fetches). The manifest `changedFiles` shows **11 dirty wiki files** this fetch — `M .last-update.json` + `M quickstart.md` + `M sources/hackernews.md` + `M sources/literature.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/web-search.md` + `M sources/wikijs.md` + `M themes.md` + `M themes/03-ai-agents.md` — up from the 9-dirty-file baseline at the 2026-08-30T18:06Z fetch because the `9582dea` sources-sync re-touched the 4 source-sync files that the `c9e2770` daily update had committed + the HN-1 2026-08-31 Almanac (YC S26) synthesis pass added 3 NEW dirty files (`sources/literature.md` + `themes.md` + `themes/03-ai-agents.md`) for the `agent-memory-architecture` row refresh. **Synthesis-layer impact**: vault delta is **material** — 5 new vault commits + 1 new subfolder + 5 new single-shot LDR files + 4 of 5 papers brain organoid infectious-disease / reproducibility + 1 vascularized lung/gut (Miao companion to the 2026-08-08 Miao v2 deep-read). Synthesis routes into: (a) `/sources/git-repo.md` (this page) — refreshed frontmatter (vault HEAD `9d4767c7` → `391e4713` + tags bumped to include the 2026-08-31 cluster + timestamp `2026-08-31T18:09:00Z`) + Connector section refreshed (vault HEAD + wiki HEAD `d56da3a` → `9582dea` + the **seventeenth** consecutive sources-sync note + the 11-dirty-file working tree state + the new `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` capital-V subfolder) + `obsidian-vault — working-tree status (2026-08-31)` section refreshed (5 new vault commits + 5 new file mtime changes + the new `CelVivo/` capital-V subfolder added to the breakdown + 0 new untracked dirs at this fetch + the carry-forward 20/15/8-day + the 8th fetch silent on `deepread_40240593/` directory mtime) + Recent-commits-for-vault table extended by 5 entries + Recent-commits-for-wiki table extended by 2 entries + Summary-of-last-48-hours table extended by 1 new window row (2026-08-30T18:06Z → 2026-08-31T18:09Z) + `04-Literature/Deep-Reads/` breakdown table extended by 1 new subfolder row (`CelVivo/` capital-V, 5 files) + Total ≈ 1,217 → **1,222** deep-read notes on `main` + Robin's LDR cluster pattern update from "2 consecutive 5-commit windows" → "**3 consecutive single-day 5-commit windows**" (2026-08-23/24 + 2026-08-24/25 + 2026-08-31) + 6 new entries to the Notable-entity section (cluster overview + Yan + Miao + Nguyen + Aiello + Stewart) + Synthesis-policy section refreshed (this run as "This run" + the previous 2026-08-30 0-vault-commit run demoted to "Previous run"); (b) `/themes/05-robin-research.md` — vault-snapshot metadata refreshed (fetch timestamp → `2026-08-31T18:09:00Z`, HEAD bumped `9d4767c7` → `391e4713`, the THIRD 5-paper LDR cluster noted + 1 new subfolder added to the breakdown + `celvivo_commercial/` + `templates/` 14-day → **15-day** + `Review/` 19-day → **20-day** + `deepread_40240593/` 7-day → **8-day**); (c) `/commitments.md` — 5 new commitment entries corresponding to the 5 new LDR papers (each with Owner: me + Source: git-repo-1 2026-08-31 + Status: open); (d) `/sources/literature.md` — 5 new rows to the "Last 30 days of deep reads" table under a new `2026-08-31` subsection; (e) `/quickstart.md` — added "Latest update — git-repo-1 (2026-08-31T18:09Z)" paragraph; updated the Backlog git-repo entry to reflect the new wiki HEAD `9582dea` + 2 new automated wiki commits + the carry-forward 11 uncommitted synthesis-layer edits + the **seventeenth** consecutive sources-sync note + the THIRD 5-paper LDR burst detail; (f) `/sources/README.md` — refreshed Active connectors Git repo row + Connector roll Git repo row to mention the 2026-08-31 18:09 UTC fetch + the **seventeenth** consecutive sources-sync + the 5 new vault commits + the new `CelVivo/` capital-V subfolder. **No `/themes.md` row added** — the existing `class-organoid-3d-bioprinting` row's evidence footprint is materially strengthened (3 of 5 papers vendor-aligned to CelVivo directly + 1 companion to Miao 2025 v2) but the theme row already covers the same general topic; per scope discipline, theme-row additions require a topic-key that doesn't already exist. **No `/open-questions.md` row added** — none of the 5 new LDR papers surfaces a new memory/wiki gap; the existing 5 active open questions (agent-dong-huiqun-celvivo / liu-2026-rogers-lab-vs-3brain-relationship / chengdu-baile-vs-lidesai-for-ou-xianhong / distributors-3brain-cellink-zero-coverage / sharma-2026-retinal-organoid-mea-cross-sell) carry forward unchanged. **No `/personal-logistics.md` item** — the vault delta is work-side only. Prior run (this section demoted): git-repo-1 2026-08-30T18:06Z. - -- **This run (2026-08-30, git-repo-1 18:06Z):** **0 new vault commits** in the 2026-08-29T18:10Z → 2026-08-30T18:06Z 24-hour window — vault HEAD unchanged at `9d4767c7` (same as the 2026-08-29T18:10Z + 2026-08-28T18:09Z + 2026-08-27T18:25Z + 2026-08-26T18:06Z + 2026-08-25T18:13Z fetches); **vault silent for the 5th consecutive fetch** since the 2026-08-24/25 SECOND 5-paper burst, **5 calendar days stale**. **No new external evidence** in this run. The 2026-08-24/25 cluster remains the most recent committed vault activity (Tevonian + Yang + Shen + Zhai + the `9aa2af4c` retrofit). The carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` **18-day → 19-day carry-forward** (**16 → 17 fetches silent**, stale carry-forward note per the 2026-08-27 fetch confirming the 2026-08-26 watchlist-downgrade consideration as a one-off) + `celvivo_commercial/` + `templates/` **13-day → 14-day carry-forward** (**both confirmed one-off alongside the `Review/` subfolder at the 2026-08-28 fetch, carrying forward unchanged at the 2026-08-29 + 2026-08-30 fetches** — same duration at which the `Review/` entry was confirmed one-off) + `deepread_40240593/` **6-day → 7-day carry-forward** (mtime unchanged across **6 consecutive silent fetches** since creation, working-folder-pipeline hypothesis further weakened at this fetch). **Wiki-side**: **2 new automated wiki commits** landed in the 2026-08-29T18:10Z → 2026-08-30T18:06Z 24-hour window — `7eed6ca` chore: daily update 2026-08-30 (2026-08-30 02:?? +0800; per `git show --stat 7eed6ca` the commit touched 13 files from the prior dirty set including `.last-update.json` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `themes/05-robin-research.md` + `themes/index.md`; reducing uncommitted-file count from 8 → 5 per the manifest `changedFiles` list at the 2026-08-30T18:06Z fetch) + `d56da3a` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-30, 2026-08-30 02:30 +0800, the **sixteenth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + `502281f` 2026-08-27 + `c992dd6` 2026-08-28 + `37d1ba6` 2026-08-29 + now `d56da3a` 2026-08-30; per `git show --stat d56da3a` the commit touched `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/wikijs.md` — the same 4 source-sync files that the `7eed6ca` daily update had already cleared were re-touched by the sources-sync that landed later in the window; same re-bump pattern as the 2026-08-28 + 2026-08-29 fetches). The manifest `changedFiles` shows **9 dirty wiki files** this fetch — `M .last-update.json` + `M index.md` + `M quickstart.md` + `M sources/hackernews.md` + `M sources/nocodb.md` + `M sources/openwiki-version-drift.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/wikijs.md` — up from the 8-dirty-file baseline at the 2026-08-29T18:10Z fetch because the `d56da3a` sources-sync re-touched the 4 source-sync files that the `7eed6ca` daily update had committed + the CLI metadata cycle re-touched `sources/openwiki-version-drift.md` + `index.md`; the very next synthesis edits from the HN-1 + web-search-1 + git-repo-1 runs will re-touch these files. **Synthesis-layer impact**: **none** — vault delta is empty (no new commits, no new mtime changes) and the wiki delta is automated maintenance only; the synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the wiki-side automated maintenance commits. **No `/themes.md` row change, no `/commitments.md` row, no `/open-questions.md` row, no `/personal-logistics.md` item** at this fetch. The 3 of 4 carry-forward untracked directories that have now reached the `Review/` confirmation threshold (16+ day for `Review/`, 13+ day for `templates/` + `celvivo_commercial/`) are **all confirmed as one-off / stale / not recurring** at this fetch (same status as 2026-08-28 + 2026-08-29); on the next synthesis pass they should be **demoted from watchlist to stale carry-forward notes** in `/themes/05-robin-research.md` and the per-page working-tree status tables. The `deepread_40240593/` pipeline workspace at 7-day carry-forward + 6 consecutive silent fetches since the 2026-08-24/25 burst continues to weaken the working-folder pipeline hypothesis — on the next synthesis pass the entry should also be demoted from watchlist to stale carry-forward note. Prior run (this section demoted): git-repo-1 2026-08-29T18:10Z. - -- **This run (2026-08-29, git-repo-1 18:10Z):** **0 new vault commits** in the 2026-08-28T18:09Z → 2026-08-29T18:10Z 24-hour window — vault HEAD unchanged at `9d4767c7` (same as the 2026-08-27T18:25Z + 2026-08-26T18:06Z + 2026-08-25T18:13Z fetches); **vault silent for the 4th consecutive fetch** since the 2026-08-24/25 SECOND 5-paper burst, **4 calendar days stale**. **No new external evidence** in this run. The 2026-08-24/25 cluster remains the most recent committed vault activity (Tevonian + Yang + Shen + Zhai + the `9aa2af4c` retrofit). The carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` **17-day → 18-day carry-forward** (**15 → 16 fetches silent**, stale carry-forward note per the 2026-08-27 fetch confirming the 2026-08-26 watchlist-downgrade consideration as a one-off) + `celvivo_commercial/` + `templates/` **12-day → 13-day carry-forward** (**the 2026-08-28 fetch confirmed the parallel `templates/` + `celvivo_commercial/` entries as one-off alongside the `Review/` subfolder** — both are confirmed one-off at the 2026-08-29 fetch, carrying forward unchanged; same duration at which the `Review/` entry was confirmed one-off) + `deepread_40240593/` **5-day → 6-day carry-forward** (mtime unchanged across **5 consecutive silent fetches** since creation, working-folder-pipeline hypothesis further weakened). **Wiki-side**: **3 new automated wiki commits** landed in the 2026-08-28T18:09Z → 2026-08-29T18:10Z 24-hour window — `0f6a901` chore: daily update 2026-08-29 — 3-connector raw data refresh (HN-1 fully-zero + git-repo-1 vault-silent + web-search-1 skip) (2026-08-29 02:18 +0800; per `git show --stat 0f6a901` the commit touched 9 files including `.last-update.json` + `index.md` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/web-search.md` + `themes/05-robin-research.md` + `themes/index.md`; reducing uncommitted-file count from 11 → 8) + `ef0e144` chore: daily update 2026-08-29 (2026-08-29 02:30 +0800; per `git show --stat ef0e144` the commit touched `.last-update.json` only — CLI metadata update after the `0f6a901` commit) + `37d1ba6` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-29, 2026-08-29 02:30 +0800, the **fifteenth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + `502281f` 2026-08-27 + `c992dd6` 2026-08-28 + now `37d1ba6` 2026-08-29; per `git show --stat 37d1ba6` the commit touched `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/wikijs.md` — the same 4 source-sync files that the `0f6a901` daily update had already cleared were re-touched by the sources-sync that landed later in the window; same re-bump pattern as the 2026-08-28 fetch where the sources-sync re-touched 4 source-sync files that the daily update had cleared). The manifest `changedFiles` shows 8 dirty wiki files this fetch — `M .last-update.json` + `M quickstart.md` + `M sources/hackernews.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/web-search.md` + `M sources/wikijs.md` — the very next synthesis edits from the HN-1 + web-search-1 + git-repo-1 runs will re-touch these files. **Synthesis-layer impact**: **none** — vault delta is empty (no new commits, no new mtime changes) and the wiki delta is automated maintenance only; the synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the wiki-side automated maintenance commits. **No `/themes.md` row change, no `/commitments.md` row, no `/open-questions.md` row, no `/personal-logistics.md` item** at this fetch. The 3 of 4 carry-forward untracked directories that have now reached the `Review/` confirmation threshold (16+ day for `Review/`, 12+ day for `templates/` + `celvivo_commercial/`) are **all confirmed as one-off / stale / not recurring** at this fetch (same status as 2026-08-28); on the next synthesis pass they should be **demoted from watchlist to stale carry-forward notes** in `/themes/05-robin-research.md` and the per-page working-tree status tables. Prior run (this section demoted): git-repo-1 2026-08-28T18:09Z. - -- **Previous run (2026-08-28, git-repo-1 18:09Z):** **0 new vault commits** in the 2026-08-27T18:25Z → 2026-08-28T18:09Z 24-hour window — vault HEAD unchanged at `9d4767c7` (same as the 2026-08-27T18:25Z + 2026-08-26T18:06Z + 2026-08-25T18:13Z fetches); **vault silent for the 3rd consecutive fetch** since the 2026-08-24/25 SECOND 5-paper burst, **3 calendar days stale**. **No new external evidence** in this run. The 2026-08-24/25 cluster remains the most recent committed vault activity (Tevonian + Yang + Shen + Zhai + the `9aa2af4c` retrofit). The carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` **16-day → 17-day carry-forward** (**14 → 15 fetches silent**, stale carry-forward note per the 2026-08-27 fetch confirming the 2026-08-26 watchlist-downgrade consideration as a one-off) + `celvivo_commercial/` + `templates/` **11-day → 12-day carry-forward** (**the 2026-08-28 fetch confirms the parallel `templates/` + `celvivo_commercial/` entries as one-off alongside the `Review/` subfolder** — both reach the 12-day threshold at this fetch, same duration at which the `Review/` entry was confirmed one-off; both should be demoted to stale / not recurring carry-forward notes on the next synthesis pass) + `deepread_40240593/` **4-day → 5-day carry-forward** (mtime unchanged across 4 fetches since creation, working-folder-pipeline hypothesis further weakened). **Wiki-side**: **2 new automated wiki commits** landed in the 2026-08-27T18:25Z → 2026-08-28T18:09Z 24-hour window — `c992dd6` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-28, 2026-08-28 02:30 +0800, the **fourteenth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + `502281f` 2026-08-27 + now `c992dd6` 2026-08-28) + `6024ac7` chore: daily update 2026-08-28 (2026-08-28 02:42 +0800; per `git show --stat 6024ac7` the commit touched 16 files including `.last-update.json` + `commitments.md` + `index.md` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/nocodb.md` + `sources/openwiki-version-drift.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `themes.md` + `themes/index.md` + `themes/05-robin-research.md`; reducing uncommitted-file count from 17 → 5 per the manifest `changedFiles` list at the 2026-08-28T18:09Z fetch). The manifest `changedFiles` shows 5 dirty wiki files this fetch — `M .last-update.json` + `M index.md` + `M quickstart.md` + `M sources/hackernews.md` + `M sources/web-search.md` — the very next synthesis edits from the HN-1 + web-search-1 + git-repo-1 runs will re-touch these files. **Synthesis-layer impact**: **none** — vault delta is empty (no new commits, no new mtime changes) and the wiki delta is automated maintenance only; the synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the wiki-side automated maintenance commits. **No `/themes.md` row change, no `/commitments.md` row, no `/open-questions.md` row, no `/personal-logistics.md` item** at this fetch. The 3 of 4 carry-forward untracked directories that have now reached the `Review/` confirmation threshold (16+ day for `Review/`, 12+ day for `templates/` + `celvivo_commercial/`) are **all confirmed as one-off / stale / not recurring** at this fetch; on the next synthesis pass they should be **demoted from watchlist to stale carry-forward notes** in `/themes/05-robin-research.md` and the per-page working-tree status tables. Prior run (this section demoted): git-repo-1 2026-08-27T18:25Z. - -- **Previous run (2026-08-27, git-repo-1 18:25Z):** **0 new vault commits** in the 2026-08-26T18:06Z → 2026-08-27T18:25Z 24-hour window — vault HEAD unchanged at `9d4767c7` (same as the 2026-08-26T18:06Z + 2026-08-25T18:13Z fetches); **vault silent for the 2nd consecutive fetch** since the 2026-08-24/25 SECOND 5-paper burst, **2 calendar days stale**. **No new external evidence** in this run. The 2026-08-24/25 cluster remains the most recent committed vault activity (Tevonian + Yang + Shen + Zhai + the `9aa2af4c` retrofit). The carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` **15-day → 16-day carry-forward** (**13 → 14 fetches silent**, structural signal continuing to weaken — **the 2026-08-27 fetch confirms the 2026-08-26 watchlist-downgrade consideration as a one-off**, entry should be demoted to a stale carry-forward note on the next synthesis pass) + `celvivo_commercial/` + `templates/` **10-day → 11-day carry-forward** + `deepread_40240593/` **3-day → 4-day carry-forward**. **Wiki-side**: **2 new automated wiki commits** landed in the 2026-08-26T18:06Z → 2026-08-27T18:25Z 24-hour window — `f51ff7c` chore: daily update 2026-08-27 (2026-08-27 02:13 +0800; per `git show --stat f51ff7c` the commit touched 14 files from the prior dirty set including `.last-update.json` + `commitments.md` + `index.md` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/openwiki-version-drift.md` + `sources/web-search.md` + `themes.md` + `themes/index.md` + `themes/05-robin-research.md`; reducing uncommitted-file count from 17 → 11) + `502281f` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-27, 2026-08-27 02:30 +0800, the **thirteenth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + now `502281f` 2026-08-27). The manifest `changedFiles` shows 11 dirty wiki files this fetch — `M .last-update.json` + `M index.md` + `M quickstart.md` + `M sources/README.md` + `M sources/hackernews.md` + `M sources/literature.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/web-search.md` + `M sources/wikijs.md` + `M themes/05-robin-research.md` — the very next synthesis edits from the HN-1 + web-search-1 + git-repo-1 runs will re-touch these files. **Synthesis-layer impact**: **none** — vault delta is empty (no new commits, no new mtime changes) and the wiki delta is automated maintenance only; the synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the wiki-side automated maintenance commits. **No `/themes.md` row change, no `/commitments.md` row, no `/open-questions.md` row, no `/personal-logistics.md` item** at this fetch. Prior run (this section demoted): git-repo-1 2026-08-26T18:06Z. - -- **Previous run (2026-08-25, git-repo-1 18:13Z):** **5 new vault commits** - in the 2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window — the - vault HEAD bumped from `fb017e4f` (2026-08-24T18:05Z fetch) to - `9d4767c7` (2026-08-25T18:13Z fetch) — **SECOND consecutive single-day - 5-paper LDR burst** at vault HEAD. Combined with the 2026-08-23/24 5-paper - burst, **10 LDR files in 48 hours**, the largest sustained 2-day - research output in Robin's vault activity log. The 2026-08-25 cluster - returns to the per-vendor / per-application-domain subfolder discipline - (Tevonian → `Vascularized-Organoids/` + Shen → `Vascularized-Organoids/` + - Yang → `Cardiac-Organoids/` + Zhai → `Skin-Organoids/`), creating **3 NEW - subfolders** in `04-Literature/Deep-Reads/` (one less than the 5 papers, - because Tevonian + Shen share the `Vascularized-Organoids/` subfolder). - The 5 commits are (a) `089177a7` Tevonian 2026 Nat Commun 血管化肝 MPS - deep read (PMID 41634021) — first vascularized liver MPS paper + - first file in the new `Vascularized-Organoids/` subfolder; (b) `583859a8` - Yang 2026 Stem Cell Res Ther cardiac organoid review (PMID 41963991) — - first comprehensive cardiac organoid review + first file in the new - `Cardiac-Organoids/` subfolder; (c) `9aa2af4c` post-publish vendor-mapping - retrofit commit on Tevonian + Yang files — FIRST post-publish - vendor-mapping retrofit in Robin's LDR pipeline (adds CelVivo / Cellink / - Mimetas / 3Brain / Femtobiomed 5-vendor mapping + 净化 Robin mentions); - (d) `5907cdfc` Shen 2026 Chin Med J vascularized organoids review - (PMID 42268296) — Chinese-language peer-reviewed vascularized organoid - systematic review + second file in the new `Vascularized-Organoids/` - subfolder; (e) `9d4767c7` Zhai 2026 Sci Adv 3D skin pemphigus - (PMID 41512055) — first 3D skin organoid disease-modeling paper + - first file in the new `Skin-Organoids/` subfolder (NEW application - domain — autoimmune dermatology + 3D skin). The 2026-08-24/25 cluster - differs from the prior 2026-08-23/24 cluster in three ways: (i) all 5 - files landed in **per-application-domain subfolders** rather than at the - `04-Literature/Deep-Reads/` root (return to standard subfolder discipline - after the 2026-08-23/24 root-level non-standard pattern); (ii) the cluster - includes a **non-paper-content retrofit commit** (`9aa2af4c`) which - reflects a new SOP step not present in the prior 8 铁律 + 3 trigger - modes pattern; (iii) the cluster's application-domain coverage **expands - into autoimmune dermatology** (Zhai skin) which is the first new - application-domain subfolder Robin has opened since the 2026-08-13 Review - subfolder was added (and even then, Review is type-based, not - application-domain-based). Vendor anchor mapping via the `9aa2af4c` - retrofit: 5-vendor product mapping applied retroactively to Tevonian + - Yang; the prior 5-paper 2026-08-23/24 cluster (Ajongbolo + Kim + Tian + - Aiello + CelVivo App Note) did NOT receive retroactive retrofit — Tevonian - + Yang are the first LDR files to use the new post-publish vendor-mapping - step. **Net-new external evidence** in this run (4 paper deep-reads + 1 - retrofit commit) — CelVivo/Cellink/Mimetas/3Brain/Femtobiomed product - mapping table is the net-new contribution. **Wiki-side**: **2 new - automated wiki commits** landed in the 2026-08-24T18:05Z → - 2026-08-25T18:13Z 24-hour window — `3255613` chore: daily update 2026-08-25 - (2026-08-25 02:23 +0800; per `git show --stat 3255613` the commit touched - 17 files including `commitments.md` + `sources/git-repo.md` + - `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + - `sources/nocodb.md` + `sources/openwiki-version-drift.md` + - `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + - `sources/wikijs.md` + `index.md` + `quickstart.md` + `sources/README.md` - + `themes.md` + `themes/05-robin-research.md` + `themes/index.md`) + - `1003b92` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts - (sources-sync 2026-08-25, 2026-08-25 02:30 +0800 — the **eleventh** - consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data - wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` - 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` - 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` - 2026-08-24 + now `1003b92` 2026-08-25). Both commits are routine - auto-orchestration: (a) the `3255613` daily update carried the - synthesis-layer edits from the prior HN-1 2026-08-25T18:00Z + - web-search-1 2026-08-25 (skipped) + git-repo-1 2026-08-24T18:05Z runs; - the `3255613` daily update committed 17 of the prior dirty files; (b) - the `1003b92` sources-sync re-applied the count-data wipe pattern on - NocoDB / SeaFile / Wiki.js / RAGFlow for the **eleventh** consecutive - sources-sync. The manifest `changedFiles` shows 11 dirty wiki files this - fetch — `M .last-update.json` + `M index.md` + `M quickstart.md` + `M - sources/README.md` + `M sources/git-repo.md` + `M sources/hackernews.md` - + `M sources/literature.md` + `M sources/nocodb.md` + `M sources/ragflow.md` - + `M sources/seafile.md` + `M sources/web-search.md` + `M sources/wikijs.md`. - **Net-new external evidence** in this run: **4 new paper deep-reads** - (1 vascularized liver MPS primary research + 1 cardiac organoid review + - 1 vascularized organoid Chinese-language review + 1 3D skin pemphigus - primary research) + 1 vendor-mapping retrofit commit. **New commitments** - added on `/commitments.md`: (a) `tevonian-2026-vascularized-liver-mps-positioning` - (Mimetas OrganoPlate + CelVivo ClinoReactor + Cellink BIO X vendor - mapping for vascularized liver MPS); (b) `yang-2026-cardiac-organoid-review-positioning` - (canonical cardiac organoid review that contextualizes the Tian 2025 - epicardium mTOR deep-read); (c) `shen-2026-vascularized-organoid-chinese-review` - (Chinese-language peer-reviewed systematic review for Chinese-hospital - IRB positioning); (d) `zhai-2026-skin-organoid-pemphigus-positioning` - (first autoimmune dermatology + 3D skin entry, candidate workflow for - CelVivo ClinoReactor long-term 3D skin culture). **New themes-row refresh - candidate** for `/themes.md` `class-organoid-3d-bioprinting`: the 2026-08-24/25 - 5-paper cluster is the **SECOND consecutive single-day 5-paper burst** in - 48 hours, the 2-day burst is the **largest sustained 2-day research output** - in Robin's vault activity log, and the new application-domain subfolders - (Vascularized-Organoids + Cardiac-Organoids + Skin-Organoids) materially - expand the per-application-domain subfolder taxonomy. The - `class-organoid-3d-bioprinting` row's evidence footprint is materially - strengthened even with no formal row-level Last-seen refresh. Wiki edits - this run: (a) `/sources/git-repo.md` (this page) — refreshed frontmatter - HEAD pointers (vault HEAD `fb017e4f` → `9d4767c7`, wiki HEAD `127c2dc` → - `1003b92`, tags + `2026-08-25`, timestamp → `2026-08-25T18:13:00Z`), - refreshed the Connector / State section to the new - `2026-08-25T18-13-42-494Z` raw manifest, refreshed the obsidian-vault - working-tree-status section to 2026-08-25 (5 new vault commits, `Review/` - 13-day → **14-day carry-forward** + `templates/` + `celvivo_commercial/` - 8-day → **9-day carry-forward** + `deepread_40240593/` 1-day → **2-day - carry-forward**), refreshed the openwiki-wiki working-tree-status section - to 2026-08-25 (2 new automated wiki commits + 11 uncommitted synthesis- - layer edits per the manifest `changedFiles` list — +3 vs the 8-dirty-file - baseline at the 2026-08-24 fetch because the `3255613` daily update added - 3 newly dirty files: `index.md` + `quickstart.md` + `sources/git-repo.md` - vs the 2026-08-24 prior baseline), added 5 new entries at the top of the - Recent-commits-for-vault table (`9d4767c7` Zhai + `5907cdfc` Shen + - `9aa2af4c` vendor-mapping retrofit + `583859a8` Yang + `089177a7` Tevonian), - added 2 new entries at the top of the Recent-commits-for-wiki table - (`1003b92` sources-sync 2026-08-25 + `3255613` daily update 2026-08-25), - refreshed the Summary-of-last-48-hours table to add the - 2026-08-24T18:05Z → 2026-08-25T18:13Z window data (5 vault commits / 2 - wiki commits / operational row noting the **eleventh** consecutive - sources-sync re-applying the count-data wipe pattern + the SECOND 5-paper - LDR burst detail), refreshed the `04-Literature/Deep-Reads/` breakdown - table (added 3 new subfolders `Vascularized-Organoids/` + `Cardiac-Organoids/` - + `Skin-Organoids/` + bumped total 1,212 → 1,217 + `Review/` 13-day → - **14-day** + `celvivo_commercial/` + `templates/` 8-day → **9-day - carry-forward**), added 7 new entries to the Notable-entity section - (the 2026-08-24/25 cluster overview + 4 individual paper entries + - `9aa2af4c` retrofit pattern entry + `Review/` 13 → 14-day carry-forward - bump); refreshed the Synthesis-policy section with this run's delta - summary (the old 2026-08-24 "This run" was demoted to "Previous run" - and the new "This run" reflects the 2026-08-24/25 SECOND consecutive - 5-paper LDR burst); (b) `/themes/05-robin-research.md` — vault-snapshot - metadata refreshed (fetch timestamp → `2026-08-25T18:13:00Z`, - raw-manifest path → the new `2026-08-25T18-13-42-494Z` manifest, HEAD - bumped `fb017e4f` → `9d4767c7`, the SECOND 5-paper LDR burst noted in - the cluster section + 3 new subfolders + the `9aa2af4c` retrofit - pattern); (c) `/commitments.md` — added 4 new commitment entries - corresponding to the 4 new LDR papers (each with Owner: me + Source: - git-repo-1 2026-08-25 + Status: open); (d) `/sources/literature.md` — - added 4 new rows to the "Last 30 days of deep reads" table under a new - `2026-08-25` subsection; (e) `/quickstart.md` — added this "Latest update - — git-repo-1 (2026-08-25T18:13Z)" paragraph; updated the Backlog git-repo - entry to reflect the new wiki HEAD `1003b92` + 2 new automated wiki - commits + the carry-forward 11 uncommitted synthesis-layer edits + the - **eleventh** consecutive sources-sync note + the SECOND 5-paper LDR burst - detail; (f) `/sources/README.md` — refreshed Active connectors Git repo - row + Connector roll Git repo row to mention the 2026-08-25 18:13 UTC - fetch + the **eleventh** consecutive sources-sync + the 5 new vault - commits + the 3 new subfolders. **No new `/themes.md` row added** — the - existing `class-organoid-3d-bioprinting` row's evidence footprint is - materially strengthened (10 papers in 48 hours, 3 new application-domain - subfolders) but the theme row already covers the same general topic; - per scope discipline, theme-row additions require a topic-key that - doesn't already exist; (the recurrent nature of the LDR burst — 2 - consecutive 5-paper clusters in 48 hours — is the strongest evidence - to date that Robin has entered a "research-sprint mode" that might - justify a future `robin-research-sprint-2026-08-23-25` watchlist row, - but such a row would be too transient for the durable `/themes.md` - index). **No `/open-questions.md` row added** — none of the 4 new LDR - papers surfaces a new memory/wiki gap; the existing 5 active open - questions (agent-dong-huiqun-celvivo / liu-2026-rogers-lab-vs-3brain-relationship - / chengdu-baile-vs-lidesai-for-ou-xianhong / distributors-3brain-cellink- - zero-coverage / sharma-2026-retinal-organoid-mea-cross-sell) carry - forward unchanged. **No `/personal-logistics.md` item** — the vault - delta is work-side only. - -- **This run (2026-08-24, git-repo-1 18:05Z):** **5 new vault commits** - Cells brain organoid review (Wiki.js 1743); (b) `5f02489a` Kim 2025 - Nat Commun EGaIn liquid-metal 3D MEA (Wiki.js 1744); (c) `40b357b8` - Tian 2025 Nat Commun hiPSC epicardium mTOR maturation (Wiki.js - 1745); (d) `f2118a62` Aiello & Bagni 2025 biorxiv Rotating Chamber - brain organoid CFD (Wiki.js 1746, CelVivo KB-derived); (e) - `fb017e4f` CelVivo App Note 2026 shear stress ClinoStar vs orbital - shaker (Wiki.js 1747). **All 5 files landed at - `obsidian-vault/04-Literature/Deep-Reads/` root** (not in a - per-vendor subfolder — non-standard pattern, see Notable-entity § - "2026-08-23 root-level LDR burst"). Vendor-anchor mapping: 3 - CelVivo-aligned (App Note + Aiello + Ajongbolo review) + 1 - 3Brain-adjacent (Kim EGaIn 3D MEA) + 1 cardiac epicardium (Tian mTOR, - no vendor callouts). **1 new untracked directory** appeared in the - working tree this fetch — `deepread_40240593/` (7 subdirs: 5 - PMID-named + 2 slug-named that exactly map to the Aiello + CelVivo - App Note papers; the new directory is Robin's LDR pipeline - intermediate-artifact workspace, see Notable-entity). The 2 - prior untracked directories (`celvivo_commercial/` + `templates/`) - and the `Review/zhou2023_computer_vision_microfluidics.md` first-entry-in-Review/-subfolder carry forward unchanged from the - prior fetch (now **8-day carry-forward** for `celvivo_commercial/` + - `templates/`; **13-day carry-forward** + **11 fetches silent** for - the `Review/` file). Wiki-side: **2 new automated wiki commits** - landed in the 24-hour window — `9cc5e63` chore: daily update - 2026-08-24 (2026-08-24 02:23 +0800) + `127c2dc` chore(sources): - refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync - 2026-08-24, 2026-08-24 02:30 +0800) — advancing wiki HEAD from - `a9568d8` (2026-08-23T18:11Z fetch) to `127c2dc`. Both commits are - routine auto-orchestration: (a) the `9cc5e63` daily update carried - the synthesis-layer edits from the prior HN-1 2026-08-23T18:00Z + - web-search-1 2026-08-23 (skipped) + git-repo-1 2026-08-23T18:11Z - runs; the `9cc5e63` daily update committed `sources/git-repo.md` + - `sources/hackernews.md` + `sources/index.md` + - `sources/openwiki-version-drift.md` + `sources/web-search.md` + - `themes/05-robin-research.md` from the 2026-08-23 dirty set; (b) - the `127c2dc` sources-sync re-applied the count-data wipe pattern - on NocoDB / SeaFile / Wiki.js / RAGFlow for the **tenth** - consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 - `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + - 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576` + - 2026-08-22 `43d4548` + 2026-08-23 `8f8f767`). - **Net-new external evidence** in this run: **5 new paper deep-reads** - (1 vendor App Note + 4 primary research papers / 1 review / 1 - preprint) — all committed to `main`. **Net-new working-tree - artifact**: `deepread_40240593/` pipeline-workspace directory - (1 new untracked dir). **New commitments** added on `/commitments.md`: - (a) `celvivo-app-note-2026-clinostar-vs-orbital-shaker-positioning` - (fold the head-to-head shear-stress comparison into the ClinoStar - sales narrative + into the existing CelVivo赋能培训 cluster); (b) - `aiello-2025-rc-cfd-clinostar-positioning` (the < 20 mPa quantitative - number is direct ClinoStar value-prop ammunition); (c) - `kim-2025-egain-3d-mea-vs-3brain-positioning` (next-gen HD-MEA - field consolidation: Liu 2026 Rogers Lab + Kim 2025 EGaIn + 3Brain - Accura-3D); (d) `ajongbolo-2025-brain-organoid-review-cluster` - (pair with the existing Organoids 2026 review to anchor - brain-organoid review lane); (e) `tian-2025-epicardium-mtor-cardiac-expansion` - (first cardiac-epicardium paper in deep-read set; no vendor - callouts). **New themes-row refresh candidate** for - `/themes.md` `class-organoid-3d-bioprinting` row: the 5-paper - burst is the largest single-day cluster since 2026-07-29 + breaks - the 7-fetch silence; 3 of the 5 papers directly reference CelVivo - ClinoStar or 3Brain, validating the recurring-signal evidence - footprint. **Track on next fetch** whether (a) the `deepread_40240593/` - directory gets committed (currently untracked, 1-day-old); (b) any - of the 5 new LDR files get a wiki-side synthesis page (none - currently in `/sources/literature-*` naming pattern). Wiki edits - this run: (a) `/sources/git-repo.md` (this page) — refreshed - frontmatter HEAD pointers (vault HEAD `a4fa5a32` → `fb017e4f`, wiki - HEAD `a9568d8` → `127c2dc`, tags + `2026-08-24`, timestamp → - `2026-08-24T18:05:00Z`), refreshed the Connector / State section - to the new `2026-08-24T18-05-31-919Z` raw manifest, refreshed the - obsidian-vault working-tree-status section to 2026-08-24 (5 new - vault commits, 1 new untracked dir `deepread_40240593/`, - `celvivo_commercial/` + `templates/` 7-day → 8-day carry-forward, - `Review/` 12-day → 13-day + **10 fetches silent** → **11 fetches - silent**), refreshed the openwiki-wiki working-tree-status section - to 2026-08-24 (2 new automated wiki commits + 8 uncommitted - synthesis-layer edits per the manifest `changedFiles` list), added - 2 new entries at the top of the Recent-commits-for-vault table - (5 new vault commits) + 2 new entries at the top of the - Recent-commits-for-wiki table (`127c2dc` sources-sync 2026-08-24 - + `9cc5e63` daily update 2026-08-24), refreshed the - Summary-of-last-48-hours table to add the - 2026-08-23T18:11Z → 2026-08-24T18:05Z window data (5 vault - commits / 2 wiki commits / operational row noting the **tenth** - consecutive sources-sync re-applying the count-data wipe pattern - + the 5-paper LDR burst detail), refreshed the - `04-Literature/Deep-Reads/` breakdown table (added the root-level - 5-file entry + bumped `Review/` 12 → 13-day + `celvivo_commercial/` + - `templates/` 7 → 8-day carry-forward + total 1,207 → 1,212), added 7 - new entries to the Notable-entity section (the 2026-08-23 - root-level LDR burst overview + 5 individual paper entries + the - `deepread_40240593/` pipeline workspace entry), refreshed the - Synthesis-policy section with this run's delta summary (the old - 2026-08-23 "This run" was demoted to "Previous run (2026-08-23, - git-repo-1 18:11Z)" and the new "This run" reflects the 5-paper - LDR burst); (b) `/themes/05-robin-research.md` — vault-snapshot - metadata refreshed (fetch timestamp → `2026-08-24T18:05:00Z`, - raw-manifest path → the new `2026-08-24T18-05-31-919Z` manifest, - HEAD bumped `a4fa5a32` → `fb017e4f`, the 5-paper LDR burst noted - in the cluster section, the `04-Literature/Deep-Reads/` breakdown - table updated with the root-level 5-file entry + total 1,207 → - 1,212, `celvivo_commercial/` + `templates/` 7-day → 8-day - carry-forward + `Review/` 12-day → 13-day + **10 fetches silent** - → **11 fetches silent**); (c) `/commitments.md` — added 5 new - commitment entries corresponding to the 5 new LDR papers (each - with Owner: me + Source: git-repo-1 2026-08-24 + Status: open); (d) - `/sources/literature.md` — added 5 new rows to the "Last 30 days - of deep reads" table under a new `2026-08-23` subsection; (e) - `/quickstart.md` — added this "Latest update — git-repo-1 - (2026-08-24T18:05Z)" paragraph; updated the Backlog git-repo entry - to reflect the new wiki HEAD `127c2dc` + 2 new automated wiki - commits + the carry-forward 8 uncommitted synthesis-layer edits - + the **tenth** consecutive sources-sync note + the 5-paper LDR - burst detail; (f) `/sources/README.md` — refreshed Active - connectors Git repo row + Connector roll Git repo row to mention - the 2026-08-24 18:05 UTC fetch + the **tenth** consecutive - sources-sync. **No `/themes.md` row change** — the 5-paper LDR - burst strengthens the existing `class-organoid-3d-bioprinting` - evidence footprint (3 of 5 papers vendor-aligned to CelVivo + - 3Brain) but does not warrant a new theme row at this fetch - (single-day burst, no recurrence yet); if a 2026-08-25 fetch - surfaces another deep-read cluster, that becomes the recurrence - trigger for a theme-row promotion. - -- **Previous run (2026-08-23, git-repo-1 18:11Z):** **0 new vault commits** - in the 2026-08-22T18:13Z → 2026-08-23T18:11Z 24-hour window — the - vault HEAD is **unchanged at `a4fa5a32`** for the **7th consecutive - fetch** (the 2026-08-16 Quintard 2024 Nat Commun 4-commit LDR cycle - + Guo 2026 Front Cell Dev Biol 3-commit LDR cycle remain the most - recent vault activity, **7 calendar days stale** at this fetch). - **0 new vault mtime changes** — the 2 untracked directories - (`celvivo_commercial/` + `templates/`) and the 23+ untracked files - from the 2026-08-17T18:09Z fetch carry forward unchanged. The - `Review/zhou2023_computer_vision_microfluidics.md` first-entry in the - new `Review/` subfolder is **12-day carry-forward** at this fetch - (uncommitted since 2026-08-11); the structural signal for `Review/` - continues to weaken per the Notable-entity entry (the subfolder has - been a single-entry watchlist since 2026-08-13, now **10 fetches - silent**). Wiki-side: **2 new automated wiki commits** landed in - the 24-hour window — `8f8f767` chore(sources): refresh - NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-23, - 2026-08-23 02:30 +0800) + `a9568d8` chore: daily update 2026-08-23 - (2026-08-23 02:29 +0800) — advancing wiki HEAD from `43d4548` - (2026-08-22T18:13Z fetch) to `a9568d8`. Both commits are routine - auto-orchestration: (a) the `a9568d8` daily update carried the - synthesis-layer edits from the prior HN-1 2026-08-22T18:00Z + - web-search-1 2026-08-22 (skipped) + web-search-1 2026-08-23 - (skipped) + git-repo-1 2026-08-22T18:13Z runs; the `a9568d8` daily - update committed `sources/git-repo.md` + `sources/index.md` + - `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` - + `sources/wikijs.md` + `themes/05-robin-research.md` from the - 2026-08-22 dirty set, reducing the uncommitted-file count from - 9 → 6; (b) the `8f8f767` sources-sync re-applied the count-data - wipe pattern on NocoDB / SeaFile / Wiki.js / RAGFlow for the - **ninth** consecutive sources-sync (after 2026-08-15 `2507925` + - 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + - 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576` + - 2026-08-22 `43d4548`). - **No new external evidence** in this run (vault silent), **no - new theme row**, **no new commitment row**, **no new open-question - row**, **no new personal-logistics item** — the synthesis layer - is unchanged. Wiki edits this run: (a) `/sources/git-repo.md` (this - page) — refreshed frontmatter HEAD pointers (vault HEAD unchanged at - `a4fa5a32`, wiki HEAD `43d4548` → `a9568d8`, tags + `2026-08-23`, - timestamp → `2026-08-23T18:11:00Z`), refreshed the Connector / - State section to the new `2026-08-23T18-11-34-883Z` raw manifest, - refreshed the obsidian-vault working-tree-status section to - 2026-08-23 (0 new commits, 0 new mtime changes, untracked set - unchanged; `Review/` 11-day → 12-day + `templates/` + `celvivo_commercial/` - 6-day → 7-day carry-forward), refreshed the openwiki-wiki - working-tree-status section to 2026-08-23 (2 new automated wiki - commits + 6 uncommitted synthesis-layer edits, down from 9 at the - 2026-08-22T18:13Z fetch because `a9568d8` committed 7 of the prior - 9 dirty files), - added 2 new entries at the top of the Recent-commits-for-wiki - table (`a9568d8` daily update 2026-08-23 + `8f8f767` sources-sync - 2026-08-23), refreshed the Summary-of-last-48-hours table to add - the 2026-08-22T18:13Z → 2026-08-23T18:11Z window data (0 vault - commits / 2 wiki commits / operational row noting the **ninth** - consecutive sources-sync re-applying the count-data wipe pattern), - refreshed the Notable-entity `Review/` entry (11-day → 12-day carry- - forward, **9 fetches silent** → **10 fetches silent**) + bumped - `templates/` + `celvivo_commercial/` 6-day → 7-day + refreshed the - `04-Literature/Deep-Reads/` breakdown table, refreshed - the Synthesis-policy section with this run's delta summary; - (b) `/themes/05-robin-research.md` — vault-snapshot metadata - refreshed (fetch timestamp → `2026-08-23T18:11:00Z`, raw-manifest path - → the new `2026-08-23T18-11-34-883Z` manifest); the vault HEAD - pointer stays `a4fa5a32` (unchanged across the 2026-08-17 + - 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + - 2026-08-23 fetches); - `Review/` 11-day → 12-day carry-forward; `Templates/` + - `CelVivo-commercial/` 6-day → 7-day; (c) `/quickstart.md` — - added the "Latest update — git-repo-1 (2026-08-23T18:11Z)" - paragraph; updated the Backlog git-repo entry to reflect the - new wiki HEAD `a9568d8` + 2 new automated wiki commits + 6 - uncommitted synthesis-layer edits (down from 9 at the prior fetch - because `a9568d8` committed 7 of the prior 9 dirty files) + - the **ninth** consecutive sources-sync note; (d) `/sources/README.md` - — refreshed Active connectors Git repo row + Connector roll Git - repo row to mention the 2026-08-23 18:11 UTC fetch + the - **ninth** consecutive sources-sync. **No `/themes.md` row - change, no `/commitments.md` row, no `/open-questions.md` row, - no `/personal-logistics.md` item** — the vault delta is empty and - the wiki delta is automated maintenance only. The "vault is silent - on a 24-hour window" pattern continues to be normal cadence for - Robin's workflow (the 2026-08-13 + 2026-08-15 + 2026-08-18 + - 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 fetches were also - 0-new-vault-commits daily-cycle follow-ups; the 2026-08-23 fetch - makes it **8 consecutive 0-new-vault-commit fetches**). The synthesis - layer (themes / commitments / open-questions / personal-logistics) is - independent of the wiki-side automated maintenance commits. - -- **Previous run (2026-08-22, git-repo-1 18:13Z):** **0 new vault commits** - in the 2026-08-21T18:09Z → 2026-08-22T18:13Z 24-hour window — the - vault HEAD is **unchanged at `a4fa5a32`** for the **6th consecutive - fetch** (the 2026-08-16 Quintard 2024 Nat Commun 4-commit LDR cycle - + Guo 2026 Front Cell Dev Biol 3-commit LDR cycle remain the most - recent vault activity, **6 calendar days stale** at this fetch). - **0 new vault mtime changes** — the 2 untracked directories - (`celvivo_commercial/` + `templates/`) and the 23+ untracked files - from the 2026-08-17T18:09Z fetch carry forward unchanged. The - `Review/zhou2023_computer_vision_microfluidics.md` first-entry in the - new `Review/` subfolder is **11-day carry-forward** at this fetch - (uncommitted since 2026-08-11); the structural signal for `Review/` - continues to weaken per the Notable-entity entry (the subfolder has - been a single-entry watchlist since 2026-08-13, now **9 fetches - silent**). Wiki-side: **2 new automated wiki commits** landed in - the 24-hour window — `d8e2277` chore: daily update 2026-08-22 - (2026-08-22 02:23 +0800) + `43d4548` chore(sources): refresh - NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-22, - 2026-08-22 02:30 +0800) — advancing wiki HEAD from `f6c2576` - (2026-08-21T18:09Z fetch) to `43d4548`. Both commits are routine - auto-orchestration: (a) the `d8e2277` daily update carried the - synthesis-layer edits from the prior HN-1 2026-08-22T18:00Z + - web-search-1 2026-08-22 (skipped) + git-repo-1 2026-08-21T18:09Z - runs; (b) the `43d4548` sources-sync re-applied the count-data wipe - pattern on NocoDB / SeaFile / Wiki.js / RAGFlow for the **eighth** - consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 - `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + - 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576`). - **No new external evidence** in this run (vault silent), **no - new theme row**, **no new commitment row**, **no new open-question - row**, **no new personal-logistics item** — the synthesis layer - is unchanged. Wiki edits this run: (a) `/sources/git-repo.md` (this - page) — refreshed frontmatter HEAD pointers (vault HEAD unchanged at - `a4fa5a32`, wiki HEAD `f6c2576` → `43d4548`, tags + `2026-08-22`, - timestamp → `2026-08-22T18:13:00Z`), refreshed the Connector / - State section to the new `2026-08-22T18-13-00-193Z` raw manifest, - refreshed the obsidian-vault working-tree-status section to - 2026-08-22 (0 new commits, 0 new mtime changes, untracked set - unchanged; `Review/` 10-day → 11-day + `templates/` + `celvivo_commercial/` - 5-day → 6-day carry-forward), refreshed the openwiki-wiki - working-tree-status section to 2026-08-22 (2 new automated wiki - commits + 9 uncommitted synthesis-layer edits, the same dirty - count as the 2026-08-21T18:09Z fetch), - added 2 new entries at the top of the Recent-commits-for-wiki - table (`43d4548` sources-sync 2026-08-22 + `d8e2277` daily update - 2026-08-22), refreshed the Summary-of-last-48-hours table to add - the 2026-08-21T18:09Z → 2026-08-22T18:13Z window data (0 vault - commits / 2 wiki commits / operational row noting the **eighth** - consecutive sources-sync re-applying the count-data wipe pattern), - refreshed the Notable-entity `Review/` entry (10-day → 11-day carry- - forward, **8 fetches silent** → **9 fetches silent**) + bumped - `templates/` + `celvivo_commercial/` 5-day → 6-day, refreshed - the Synthesis-policy section with this run's delta summary; - (b) `/themes/05-robin-research.md` — vault-snapshot metadata - refreshed (fetch timestamp → `2026-08-22T18:13:00Z`, raw-manifest path - → the new `2026-08-22T18-13-00-193Z` manifest); the vault HEAD - pointer stays `a4fa5a32` (unchanged across the 2026-08-17 + - 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 fetches); - `Review/` 10-day → 11-day carry-forward; `Templates/` + - `CelVivo-commercial/` 5-day → 6-day; (c) `/quickstart.md` — - added the "Latest update — git-repo-1 (2026-08-22T18:13Z)" - paragraph; updated the Backlog git-repo entry to reflect the - new wiki HEAD `43d4548` + 2 new automated wiki commits + 9 - uncommitted synthesis-layer edits (same count as prior fetch) + - the **eighth** consecutive sources-sync note; (d) `/sources/README.md` - — refreshed Active connectors Git repo row + Connector roll Git - repo row to mention the 2026-08-22 18:13 UTC fetch + the - **eighth** consecutive sources-sync. **No `/themes.md` row - change, no `/commitments.md` row, no `/open-questions.md` row, - no `/personal-logistics.md` item** — the vault delta is empty and - the wiki delta is automated maintenance only. The "vault is silent - on a 24-hour window" pattern continues to be normal cadence for - Robin's workflow (the 2026-08-13 + 2026-08-15 + 2026-08-18 + - 2026-08-19 + 2026-08-20 + 2026-08-21 fetches were also 0-new-vault-commits - daily-cycle follow-ups; the 2026-08-22 fetch makes it **7 - consecutive 0-new-vault-commit fetches**). The synthesis layer - (themes / commitments / open-questions / personal-logistics) is - independent of the wiki-side automated maintenance commits. - -- **Previous run (2026-08-21, git-repo-1 18:09Z):** **0 new vault commits** - in the 2026-08-20T18:09Z → 2026-08-21T18:09Z 24-hour window — the - vault HEAD is **unchanged at `a4fa5a32`** for the **5th consecutive - fetch** (the 2026-08-16 Quintard 2024 Nat Commun 4-commit LDR cycle - + Guo 2026 Front Cell Dev Biol 3-commit LDR cycle remain the most - recent vault activity, **5 calendar days stale** at this fetch). - **0 new vault mtime changes** — the 2 untracked directories - (`celvivo_commercial/` + `templates/`) and the 23+ untracked files - from the 2026-08-17T18:09Z fetch carry forward unchanged. The - `Review/zhou2023_computer_vision_microfluidics.md` first-entry in the - new `Review/` subfolder is **10-day carry-forward** at this fetch - (uncommitted since 2026-08-11); the structural signal for `Review/` - continues to weaken per the Notable-entity entry (the subfolder has - been a single-entry watchlist since 2026-08-13, now **8 fetches - silent**). Wiki-side: **2 new automated wiki commits** landed in - the 24-hour window — `b6dc337` chore: daily update 2026-08-21 - (2026-08-21 02:27 +0800) + `f6c2576` chore(sources): refresh - NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-21, - 2026-08-21 02:30 +0800) — advancing wiki HEAD from `bd30339` - (2026-08-20T18:09Z fetch) to `f6c2576`. Both commits are routine - auto-orchestration: (a) the `b6dc337` daily update carried the - synthesis-layer edits from the prior HN-1 2026-08-21T18:00Z + - web-search-1 2026-08-21 (skipped) + git-repo-1 2026-08-20T18:09Z - runs; the `b6dc337` daily update committed `sources/index.md` - from the 2026-08-20 dirty set (reducing uncommitted-file count - from 10 → 9 at this fetch); (b) the `f6c2576` sources-sync - re-applied the count-data wipe pattern on NocoDB / SeaFile / - Wiki.js / RAGFlow for the **seventh** consecutive sources-sync - (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 - `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + - 2026-08-20 `bd30339`). - **No new external evidence** in this run (vault silent), **no - new theme row**, **no new commitment row**, **no new open-question - row**, **no new personal-logistics item** — the synthesis layer - is unchanged. Wiki edits this run: (a) `/sources/git-repo.md` (this - page) — refreshed frontmatter HEAD pointers (vault HEAD unchanged at - `a4fa5a32`, wiki HEAD `dcb53a2` → `bd30339`, tags + `2026-08-20`, - timestamp → `2026-08-20T18:09:15Z`), refreshed the Connector / - State section to the new `2026-08-20T18-09-15-122Z` raw manifest, - refreshed the obsidian-vault working-tree-status section to - 2026-08-20 (0 new commits, 0 new mtime changes, untracked set - unchanged; `Review/` 8-day → 9-day + `templates/` + `celvivo_commercial/` - 3-day → 4-day carry-forward), refreshed the openwiki-wiki - working-tree-status section to 2026-08-20 (2 new automated wiki - commits + the carry-forward 10 uncommitted synthesis-layer edits), - added 2 new entries at the top of the Recent-commits-for-wiki - table (`bd30339` sources-sync 2026-08-20 + `a44f284` daily update - 2026-08-20), refreshed the Summary-of-last-48-hours table to add - the 2026-08-19T18:08Z → 2026-08-20T18:09Z window data (0 vault - commits / 2 wiki commits / operational row noting the **sixth** - consecutive sources-sync re-applying the count-data wipe pattern), - refreshed the Notable-entity `Review/` entry (8-day → 9-day carry- - forward, **6 fetches silent** → **7 fetches silent**) + bumped - `templates/` + `celvivo_commercial/` 3-day → 4-day, refreshed - the Synthesis-policy section with this run's delta summary; - (b) `/themes/05-robin-research.md` — vault-snapshot metadata - refreshed (fetch timestamp → `2026-08-20T18:09:15Z`, raw-manifest path - → the new `2026-08-20T18-09-15-122Z` manifest); the vault HEAD - pointer stays `a4fa5a32` (unchanged across the 2026-08-17 + - 2026-08-18 + 2026-08-19 + 2026-08-20 fetches); `Review/` - 8-day → 9-day carry-forward; `Templates/` + `CelVivo-commercial/` - 3-day → 4-day; (c) `/quickstart.md` — added the "Latest update - — git-repo-1 (2026-08-20T18:09Z)" paragraph; updated the Backlog - git-repo entry to reflect the new wiki HEAD `bd30339` + 2 new - automated wiki commits + the carry-forward 10 uncommitted files + - the **sixth** consecutive sources-sync note; (d) `/sources/README.md` - — refreshed Active connectors Git repo row + Connector roll Git - repo row to mention the 2026-08-20 18:09 UTC fetch + the **sixth** - consecutive sources-sync. **No `/themes.md` row change, no - `/commitments.md` row, no `/open-questions.md` row, no - `/personal-logistics.md` item** — the vault delta is empty and the - wiki delta is automated maintenance only. The "vault is silent on - a 24-hour window" pattern continues to be normal cadence for Robin's - workflow (the 2026-08-13 + 2026-08-15 + 2026-08-18 + 2026-08-19 - fetches were also 0-new-vault-commits daily-cycle follow-ups; the - 2026-08-20 fetch makes it **5 consecutive 0-new-vault-commit - fetches**). The synthesis layer (themes / commitments / - open-questions / personal-logistics) is independent of the wiki-side - automated maintenance commits. - -- **Previous run (2026-08-19, git-repo-1 18:08Z):** **0 new vault commits** - in the 2026-08-18T18:10Z → 2026-08-19T18:08Z 24-hour window — the - vault HEAD is **unchanged at `a4fa5a32`** for the **3rd consecutive - fetch** (the 2026-08-16 Quintard 2024 Nat Commun 4-commit LDR cycle - + Guo 2026 Front Cell Dev Biol 3-commit LDR cycle remain the most - recent vault activity, **3 calendar days stale** at this fetch). - **0 new vault mtime changes** — the 2 untracked directories - (`celvivo_commercial/` + `templates/`) and the 23+ untracked files - from the 2026-08-17T18:09Z fetch carry forward unchanged. The - `Review/zhou2023_computer_vision_microfluidics.md` first-entry in the - new `Review/` subfolder is **8-day carry-forward** at this fetch - (uncommitted since 2026-08-11); the structural signal for `Review/` - continues to weaken per the Notable-entity entry (the subfolder has - been a single-entry watchlist since 2026-08-13, now **6 fetches - silent**). Wiki-side: **2 new automated wiki commits** landed in - the 24-hour window — `7e904ec` chore: daily update 2026-08-19 - (2026-08-19 02:23 +0800) + `dcb53a2` chore(sources): refresh - NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-19, - 2026-08-19 02:30 +0800) — advancing wiki HEAD from `1fc73ae` - (2026-08-18T18:10Z fetch) to `dcb53a2`. Both commits are routine - auto-orchestration: (a) the `7e904ec` daily update carried the - synthesis-layer edits from the prior HN-1 2026-08-19T18:00Z + - web-search-1 2026-08-19 + git-repo-1 2026-08-18T18:10Z runs - (touching `.last-update.json` + `quickstart.md` + - `sources/{README,git-repo,hackernews,index,nocodb,ragflow,seafile,web-search,wikijs}.md` - + `themes/05-robin-research.md` per `git show --stat 7e904ec`); - (b) the `dcb53a2` sources-sync re-applied the count-data wipe - pattern on NocoDB / SeaFile / Wiki.js / RAGFlow for the **fifth** - consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 - `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae`). - **No new external evidence** in this run (vault silent), **no - new theme row**, **no new commitment row**, **no new open-question - row**, **no new personal-logistics item** — the synthesis layer - is unchanged. Wiki edits this run: (a) `/sources/git-repo.md` (this - page) — refreshed frontmatter HEAD pointers (vault HEAD unchanged at - `a4fa5a32`, wiki HEAD `1fc73ae` → `dcb53a2`, tags + `2026-08-19`, - timestamp → `2026-08-19T18:08:24Z`), refreshed the Connector / - State section to the new `2026-08-19T18-08-24-164Z` raw manifest, - refreshed the obsidian-vault working-tree-status section to - 2026-08-19 (0 new commits, 0 new mtime changes, untracked set - unchanged), refreshed the openwiki-wiki working-tree-status section - to 2026-08-19 (2 new automated wiki commits + the carry-forward 10 - uncommitted synthesis-layer edits — `sources/index.md` re-appears - as dirty in the working tree at this fetch), added 2 new entries at - the top of the Recent-commits-for-wiki table (`dcb53a2` + - `7e904ec`), refreshed the Summary-of-last-48-hours table to add the - 2026-08-18T18:10Z → 2026-08-19T18:08Z window data (0 vault commits / - 2 wiki commits / operational row noting the **fifth** consecutive - sources-sync re-applying the count-data wipe pattern), refreshed - the Synthesis-policy section with this run's delta summary; (b) - `/themes/05-robin-research.md` — vault-snapshot metadata refreshed - (fetch timestamp → `2026-08-19T18:08:24Z`, raw-manifest path → the - new `2026-08-19T18-08-24-164Z` manifest); the vault HEAD pointer - stays `a4fa5a32` (unchanged across the 2026-08-17 + 2026-08-18 + - 2026-08-19 fetches); (c) `/quickstart.md` — added the "Latest update - — git-repo-1 (2026-08-19T18:08Z)" paragraph; updated the Backlog - git-repo entry to reflect the new wiki HEAD `dcb53a2` + 2 new - automated wiki commits + the carry-forward 10 uncommitted files + - the **fifth** consecutive sources-sync note. **No `/themes.md` row - change, no `/commitments.md` row, no `/open-questions.md` row, no - `/personal-logistics.md` item** — the vault delta is empty and the - wiki delta is automated maintenance only. The "vault is silent on - a 24-hour window" pattern continues to be normal cadence for Robin's - workflow (the 2026-08-13 + 2026-08-15 + 2026-08-18 fetches were - also 0-new-vault-commits daily-cycle follow-ups; the 2026-08-19 - fetch made it **4 consecutive 0-new-vault-commit fetches**). - The synthesis layer (themes / commitments / open-questions / - personal-logistics) is independent of the wiki-side automated - maintenance commits. - -- **Previous run (2026-08-18, git-repo-1 18:10Z):** **0 new vault commits** - in the 2026-08-17T18:09Z → 2026-08-18T18:10Z 24-hour window — the - vault HEAD is **unchanged at `a4fa5a32`** (the 2026-08-16 Quintard - 2024 Nat Commun 4-commit LDR cycle + Guo 2026 Front Cell Dev Biol - 3-commit LDR cycle remain the most recent vault activity, 2 calendar - days stale at this fetch). **0 new vault mtime changes** — the 2 - untracked directories (`celvivo_commercial/` + `templates/`) and the - 23+ untracked files from the 2026-08-17T18:09Z fetch carry forward - unchanged. The `Review/zhou2023_computer_vision_microfluidics.md` - first-entry in the new `Review/` subfolder is **7-day carry-forward** - at this fetch (uncommitted since 2026-08-11); the structural signal - for `Review/` continues to weaken per the Notable-entity entry (the - subfolder has been a single-entry watchlist since 2026-08-13). - Wiki-side: **2 new automated wiki commits** landed in the 24-hour - window — `8127797` chore: daily update 2026-08-18 (2026-08-18 - 02:23 +0800) + `1fc73ae` chore(sources): refresh - NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-18, - 2026-08-18 02:30 +0800) — advancing wiki HEAD from `be49285` - (2026-08-17T18:09Z fetch) to `1fc73ae`. Both commits are routine - auto-orchestration: (a) the `8127797` daily update carried the - synthesis-layer edits from the prior HN-1 2026-08-18T18:00Z run + - this git-repo-1 2026-08-17T18:09Z run (touching `commitments.md` + - `index.md` + `quickstart.md` + `sources/{README,git-repo,hackernews,index,literature,nocodb,ragflow,seafile,web-search,wikijs}.md` - + `themes/{01-organoid-equipment,05-robin-research}.md` per - `git show --stat 8127797`); (b) the `1fc73ae` sources-sync - re-applied the count-data wipe pattern on NocoDB / SeaFile / Wiki.js - / RAGFlow for the **fourth** consecutive sources-sync (after - 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285`). - **No new external evidence** in this run (vault silent), **no - new theme row**, **no new commitment row**, **no new open-question - row**, **no new personal-logistics item** — the synthesis layer - is unchanged. Wiki edits this run: (a) `/sources/git-repo.md` (this - page) — refreshed frontmatter HEAD pointers (vault HEAD unchanged at - `a4fa5a32`, wiki HEAD `be49285` → `1fc73ae`, tags + `2026-08-18`, - timestamp → `2026-08-18T18:10:12Z`), refreshed the Connector / - State section to the new `2026-08-18T18-10-12-916Z` raw manifest, - refreshed the obsidian-vault working-tree-status section to - 2026-08-18 (0 new commits, 0 new mtime changes, untracked set - unchanged), refreshed the openwiki-wiki working-tree-status section - to 2026-08-18 (2 new automated wiki commits + the carry-forward 9 - uncommitted synthesis-layer edits), added 2 new entries at the top - of the Recent-commits-for-wiki table (`1fc73ae` + `8127797`), - refreshed the Summary-of-last-48-hours table to add the - 2026-08-17T18:09Z → 2026-08-18T18:10Z window data (0 vault commits / - 2 wiki commits / operational row noting the **fourth** consecutive - sources-sync re-applying the count-data wipe pattern), refreshed - the Synthesis-policy section with this run's delta summary; (b) - `/themes/05-robin-research.md` — vault-snapshot metadata refreshed - (fetch timestamp → `2026-08-18T18:10:12Z`, raw-manifest path → the - new `2026-08-18T18-10-12-916Z` manifest); the vault HEAD pointer - stays `a4fa5a32` (unchanged across both 2026-08-17 and 2026-08-18 - fetches); (c) `/quickstart.md` — added the "Latest update — - git-repo-1 (2026-08-18T18:10Z)" paragraph; updated the Backlog - git-repo entry to reflect the new wiki HEAD `1fc73ae` + 2 new - automated wiki commits + the carry-forward 9 uncommitted files + - the **fourth** consecutive sources-sync note. **No `/themes.md` row - change, no `/commitments.md` row, no `/open-questions.md` row, no - `/personal-logistics.md` item** — the vault delta is empty and the - wiki delta is automated maintenance only. The "vault is silent on - a 24-hour window" pattern continues to be normal cadence for Robin's - workflow (the 2026-08-13 fetch was also a 0-new-vault-commits - daily-cycle follow-up; the 2026-08-15 fetch was also a 0-new-vault- - commits daily-cycle follow-up). The synthesis layer (themes / - commitments / open-questions / personal-logistics) is independent - of the wiki-side automated maintenance commits. - -- **Previous run (2026-08-17, git-repo-1 18:09Z):** **7 new vault commits** - landed in the 2026-08-15T18:07Z → 2026-08-17T18:09Z window — the vault - HEAD bumped from `297f106d` (the 2026-08-12 Liang 2026 cluster) to - `a4fa5a32` (the 2026-08-16 Quintard 2024 + Guo 2026 cluster). The - cluster breaks down as: (a) **Quintard 2024 Nat Commun 4-commit LDR - cycle** (`0fc8db24` adds 189 lines → `290e9635` -v2 修图床/双 H1/落款 - → `24c713de` -v3 Wiki.js 自带图床 6 张图 → `4073abf4` -v4 转发语标题/ - 落款加粗/删 3Brain) on `obsidian-vault/Literature/Deep-Reads/Organoid/quintard_2024_vasorganoid_chip.md`; - (b) **Guo 2026 Front Cell Dev Biol 3-commit LDR cycle** (`2e6f5989` - adds 170 lines → `00f824f2` -v2 修图床 (加 2 张 Wiki.js 自带图) → - `a4fa5a32` -v3 补 Fig 1) on - `obsidian-vault/Literature/Deep-Reads/Organoid/guo_2026_organoid_ethical_review.md`. - The 2026-08-16 cluster is **the first time since the 2026-07-28 / - 2026-07-29 Parate / Lee / Hodge cluster** that two new paper deep-reads - landed on `main` in the same 48-hour window, and **the first time a - review-type IRB / ethics systematic review (Guo 2026) was deep-read** - in any vault window. **2 new untracked directories** appeared in - the working tree this fetch: (a) `celvivo_commercial/1331651_20260630_131201.pdf` - (the 6-30 quote PDF migrated into a new folder); (b) `templates/类器官IRB申请清单.md` - (the IRB application checklist Robin produced from the Guo 2026 - review — Robin's **first customer-facing sales ammunition template** - derived from a single deep-read). The 23 untracked working-tree - files from the 2026-08-13 fetch are unchanged at this fetch (the - `Review/zhou2023_computer_vision_microfluidics.md` first-entry-in-Review/-subfolder - is still untracked, now a **4-day carry-forward** with watchlist - signal weakening per the Notable-entity entry). Wiki-side: **4 new - wiki commits** landed (`151d22b` daily update 2026-08-16 + - `997b648` sources-sync 2026-08-16 + `5c70881` daily update 2026-08-17 - (created the new `sources/openwiki-version-drift.md` auto-generated - page) + `be49285` sources-sync 2026-08-17), advancing HEAD from - `2507925` (2026-08-15) to `be49285` (2026-08-17). 9 dirty wiki files - in the working tree (`.last-update.json` + `quickstart.md` + - `sources/README.md` + `sources/hackernews.md` + `sources/nocodb.md` - + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` - + `sources/wikijs.md`) are **accumulated** synthesis-layer edits - from the prior HN-1 2026-08-15 + HN-1 2026-08-16 + HN-1 2026-08-17 + - web-search-1 2026-08-15 + web-search-1 2026-08-17 + git-repo-1 - 2026-08-15 runs that are pending the next CLI orchestration commit - (down from 10 dirty files at the 2026-08-15 fetch — `sources/index.md` - got committed in the `151d22b` 2026-08-16 daily update). One - **new wiki file** added in the window: `sources/openwiki-version-drift.md` - (auto-generated OpenWiki version drift monitor; reports `v0.3.1` local - → `v0.3.3` npm latest as of 2026-08-15T20:00:03Z with a manual - `npm install -g openwiki@latest` action and a WARNING that v0.3.1 → - v0.4+ may have breaking changes; the page is informational, not a - synthesis target). **No `/commitments.md` row, no - `/open-questions.md` row, no `/personal-logistics.md` item** - added this run beyond the canonical synthesis pipeline — the - Quintard 2024 deep-read has no existing synthesis page yet (the - deep-read pipeline currently only carries `liang-2026-celvivo-clinostar-positioning` - + `miao-2025-celvivo-clinostar-positioning` + `liu-2026-hd-mea-roadmap-implication` - + `sharma-2026-retinal-organoid-mea-cross-sell`); the Guo 2026 IRB - review is the first ethics-side deep-read and the IRB checklist - template is the first customer-facing sales ammunition template, - both of which warrant a commitment + a synthesis page on a future - fetch. Wiki edits this run: (a) `/sources/git-repo.md` (this page) - — refreshed frontmatter HEAD pointers (vault HEAD `297f106d` → - `a4fa5a32`, wiki HEAD `2507925` → `be49285`, tags + `2026-08-17`, - timestamp → `2026-08-17T18:09:32Z`), refreshed the Connector / State - section to the new `2026-08-17T18-09-32-895Z` raw manifest, refreshed - the obsidian-vault working-tree-status section to 2026-08-17 (7 new - vault commits, 2 new untracked dirs, the `Review/zhou2023_computer_vision_microfluidics.md` - carries forward as still-untracked), refreshed the - Recent-commits-for-vault table to put the 7 new 2026-08-16 commits - on top of the 2026-08-12 cluster, refreshed the openwiki-wiki - working-tree-status section to 2026-08-17 (4 new wiki commits + 9 - uncommitted synthesis-layer edits — `sources/index.md` got committed - in `151d22b`), refreshed the Recent-commits-for-wiki table to put - the 4 new 2026-08-16/2026-08-17 commits on top of the 2026-08-15 - cluster, refreshed the Summary-of-last-48-hours table to add the - 2026-08-15T18:07Z → 2026-08-17T18:09Z window data (7 vault commits / - 4 wiki commits / 9 uncommitted wiki files / 1 new wiki file + - 2 new untracked dirs + 4-day carry-forward on `Review/` subfolder), - refreshed the Notable-entity section to add (a) "Quintard 2024 - microfluidic vascularized organoid chip" entry (with 4-star - Mimetas/CelVivo/Emulate mapping), (b) "Guo 2026 organoid ethics - systematic review" entry (with 4-star Mimetas/CelVivo/Emulate - mapping + IRB checklist template cross-link), (c) refreshed - "Review/ subfolder" entry with watchlist-trigger-met note, (d) - new "templates/ subfolder" entry (first customer-facing sales - ammunition template), (e) new "celvivo_commercial/ subfolder" entry - (the 6-30 quote PDF migration), refreshed the Synthesis-policy - section with this run's delta summary. **No `/themes.md` row change** - — the new external evidence routes into the existing - `class-organoid-3d-bioprinting` theme row (Quintard 2024 is - organ-on-chip adjacent to Robin's 4 application domains; Guo 2026 - is IRB-side adjacent to the same row); the Robin-authored - IRB checklist template routes into the existing - `/themes/05-robin-research.md` "Sales ammunition pipeline" section - rather than a new theme row. **No `/open-questions.md` row, no - `/personal-logistics.md` item** — the IRB checklist is a - vendor-anchored customer-training artifact, not a memory-graph - uncertainty. (b) `/themes/05-robin-research.md` — vault-snapshot - metadata refreshed (fetch timestamp → `2026-08-17T18:09:32Z`, - raw-manifest path → the new `2026-08-17T18-09-32-895Z` manifest; - vault HEAD `297f106d` → `a4fa5a32`; untracked-dir set refreshed - with `celvivo_commercial/` + `templates/` entries; `04-Literature/Deep-Reads/Organoid/` - count `659` → `661` (Quintard + Guo); 30-day research output - table extended with the 2026-08-16 Quintard 2024 + Guo 2026 row; - by-vendor table extended with `Microfluidic / organ-on-chip - adjacent` and `Ethics / IRB` rows; Sales ammunition pipeline section - extended with the `templates/类器官IRB申请清单.md` IRB checklist - template). (c) `/themes/01-organoid-equipment.md` — Quintard 2024 - added to CelVivo evidence anchors (CelVivo ClinoStar rating 3 - upstream workflow step) and Guo 2026 added to the Regulatory / - China-specific context section (CelVivo ClinoStar rating 4 IRB - compliance ammunition; companion to the existing CDE classification - + Order No. 818 items). (d) `/sources/literature.md` — Quintard 2024 - + Guo 2026 added to the 30-day deep-read index. (e) `/sources/README.md` - — git-repo last-updated refreshed from `2026-08-15 18:07 UTC` to - `2026-08-17 18:09 UTC`. (f) `/quickstart.md` — added the - "Latest update — git-repo-1 (2026-08-17T18:09Z)" paragraph. Wiki-side: **4 new wiki commits** landed (`021e929` daily - update 2026-08-14 + `6258717` sources-sync 2026-08-14 + `173b58c` - daily update 2026-08-15 + `2507925` sources-sync 2026-08-15), - advancing HEAD from `1737454` (2026-08-13) to `2507925` (2026-08-15). - **One operational issue** was surfaced by `2507925`: the 2026-08-15 - sources-sync committed **empty count values** for NocoDB / SeaFile / - Wiki.js / RAGFlow (NocoDB 6614 → 0, Wiki.js 83 → 0, RAGFlow landing - 200 → 000) — see Notable-entity § "2026-08-15 sources-sync bug" - below. 10 dirty wiki files in the working tree - (`.last-update.json` + `quickstart.md` + `sources/README.md` + - `sources/hackernews.md` + `sources/index.md` + `sources/nocodb.md` + - `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` - + `sources/wikijs.md`) are **accumulated** synthesis-layer edits - from the prior HN-1 2026-08-13 + HN-1 2026-08-15 + web-search-1 - 2026-08-15 + this git-repo-1 2026-08-15 runs that are pending the - next CLI orchestration commit. Wiki edits this run: (a) - `/sources/git-repo.md` (this page) — refreshed frontmatter HEAD - pointers (vault HEAD unchanged, wiki HEAD `1737454` → `2507925`, - tags + `2026-08-15`, timestamp → `2026-08-15T18:07:49Z`), refreshed - the Connector / State section to the new - `2026-08-15T18-07-49-711Z` raw manifest, refreshed the obsidian-vault - working-tree-status section to 2026-08-15 (no new untracked files; - the `Review/zhou2023_computer_vision_microfluidics.md` carries - forward as still-untracked), refreshed the openwiki-wiki - working-tree-status section to 2026-08-15 (4 new wiki commits + 10 - uncommitted synthesis-layer edits + the count-data wipe surfaced in - the Notable-entity section), refreshed the recent-commits table with - the 4 new wiki commits on top of the prior 2026-08-13 cluster, - refreshed the Summary-of-last-24-hours table with the 2026-08-13 → - 2026-08-15 window data (0 vault commits / 4 wiki commits / 10 - uncommitted wiki files / operational issue row), refreshed the - Notable-entity section to add a "2026-08-15 sources-sync bug" - entry + carry-forward note on the `Review/` subfolder entry, - refreshed the synthesis-policy section with this run's delta summary - + the operational-issue observation; (b) `/themes/05-robin-research.md` - — vault-snapshot metadata refreshed (fetch timestamp → - `2026-08-15T18:07:49Z`, raw-manifest path → the new - `2026-08-15T18-07-49-711Z` manifest); the vault HEAD pointer stays - `297f106d` (unchanged across both 2026-08-13 and 2026-08-15 fetches); - (c) `/quickstart.md` — added the "Latest update — git-repo-1 - (2026-08-15T18:07Z)" paragraph ahead of the current - "Latest update — web-search-1 attempted 2026-08-15 skipped" - paragraph; demoted the web-search-1 paragraph to a prior-run - reference; updated the Backlog git-repo entry to reflect the new - wiki HEAD `2507925` + 4 new wiki commits + 10 uncommitted files + - the operational issue note. - **No `/commitments.md` row, no `/open-questions.md` row, no - `/personal-logistics.md` item, no `/themes.md` row change** — the - vault delta is empty (no new commits, no new untracked files), and - the existing 2026-08-12 Liang 2026 commitment / - `class-organoid-3d-bioprinting` theme row already cover the - structural evidence. -- **Previous run (2026-08-13, git-repo-1 18:08Z):** **0 new vault commits** - in the 24-hour window — the vault HEAD was unchanged at `297f106d` - (the 2026-08-12 Liang 2026 4-commit LDR cluster remained the most - recent vault activity). The only vault-side delta was **1 new - untracked file**: `04-Literature/Deep-Reads/Review/zhou2023_computer_vision_microfluidics.md` - — the **first entry in a new `Review/` subfolder** under - `04-Literature/Deep-Reads/` (see Notable-entity entry above). 1 - noise file (`__pycache__/...pyc`) was ignored. Wiki-side: **2 new - wiki commits** landed (`8ddc6d9` daily update 2026-08-13 + `1737454` - sources-sync 2026-08-13), advancing HEAD from `c57ead4` (2026-08-12) - to `1737454` (2026-08-13). 8 dirty wiki files in the working tree - were synthesis-layer edits from the prior HN-1 2026-08-13 run that - landed after `1737454` committed and were pending the next CLI - orchestration commit. -- **Previous run (2026-08-12, git-repo-1 18:08Z):** 4 new vault commits - on the **same single Liang 2026 Sci Rep liver organoid paper** walked - through Robin's standard 3-stage LDR cycle (`e542c977` adds file → - `8699a154` page 946 9 项 SOP 重写版 → `aacba7aa` + `297f106d` - page 934 修齐 micro-revisions) — this was the **net-new external - evidence** for that run. Wiki edits at that time are described in - the synthesis-policy paragraph above; the canonical synthesis - continues to live at `/themes/01-organoid-equipment.md`, - `/themes/05-robin-research.md`, and `/commitments.md` - `liang-2026-celvivo-clinostar-positioning`. -- The vault is a knowledge base, not a live signal stream; durable - per-document synthesis (paper deep reads, sales scripts, customer - files) requires reading individual files, which is delegated to the - Hermes skill and RAGFlow. -- Future runs should keep this page structural. Promote a row to a canonical - theme only when the connector observes a recurring workflow (e.g. weekly - literature digest cadence, sales training iteration pattern) across multiple - fetches. -- **Process signal worth watching (2026-08-13):** (a) **New `Review/` - subfolder signal** — Robin added a 20th subfolder under - `04-Literature/Deep-Reads/` dedicated to review-type papers, with - `zhou2023_computer_vision_microfluidics.md` as the first entry. If - the subfolder accumulates ≥3 entries, this signals a formal - review-paper stream is being built separately from the - original-research stream; if it stays at 1 entry, it's a one-off. - (b) **Liang 2026's MOC linkage confirms the MOC pattern is in active - use** — the paper's `related:` field already names - `[[MOC-类器官与3D培养]]` (the first MOC, created 2026-08-10) on the - day of publication, not a future-state plan. Track on the next - git-repo fetch whether more papers acquire MOC `related:` back-links - and whether MOC-3Brain-HD-MEA / MOC-Cellink-BIO-X land. (c) **Page - 934 修齐 micro-revisions now appear on every new LDR cycle** — - `297f106d` is the second paper (after `381fcbaa` OVB-organoids - 2026-08-11) where Robin applied the H1 去括号 / 元数据 bold / - 📄PDF 文件名 alignment. The pattern appears to be the new standard - end-state. (d) **Phase A frontmatter batch rollout** is still - paused (only 6 of ~1,204 deep-reads received the 6-field - frontmatter); no progress this run. - -## Next update - -Run `openwiki_ingest_connector connectorId=git-repo` (or -`openwiki personal --update`) to refresh. Expect HEAD bump, refreshed -`recentCommits`, and updated working-tree status. -rking-tree status. +description: "Compact manifest of Robin's Obsidian vault + the local OpenWiki wiki, ingested through the local git-repo connector. Two configured repos: obsidian-vault at /home/ldw/workspace (main branch, HEAD `391e4713`, 2026-09-01, **vault HEAD unchanged** at the 2026-08-31T18:09Z fetch level for the 1st consecutive fetch since the 2026-08-31 THIRD consecutive 5-paper CelVivo LDR cluster, **0 new vault commits** in the 2026-08-31T18:09Z → 2026-09-01T18:07Z 24-hour window, **1 calendar day of vault silence** since the 2026-08-31 cluster (Yan + Stewart + Nguyen + Aiello + Miao all `obsidian-vault/04-Literature/Deep-Reads/CelVivo/`) remains the most recent committed vault activity); carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` 20 → **21-day carry-forward** (18 → **19 fetches silent**, stale carry-forward note per 2026-08-28 demotion), `celvivo_commercial/` + `templates/` 15 → **16-day carry-forward** (both confirmed one-off alongside `Review/` at the 2026-08-28 fetch, carrying forward unchanged at the 2026-08-29 + 2026-08-30 + 2026-08-31 + **2026-09-01** fetches), `deepread_40240593/` 8 → **9-day carry-forward** (mtime unchanged across **8 consecutive silent fetches** since creation, working-folder pipeline hypothesis continuing to weaken); and openwiki-wiki at /home/ldw/.openwiki/wiki (main branch, HEAD `0890fdb`, 2026-09-01, **2 new automated wiki commits in the 2026-08-31T18:09Z → 2026-09-01T18:07Z 24-hour window: `71f2da5` chore: daily update 2026-09-01 (2026-09-01T02:24 +0800; per `git show --stat 71f2da5` the commit touched 17 files including `.last-update.json` + `commitments.md` + `index.md` + `quickstart.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `themes.md` + `themes/03-ai-agents.md` + `themes/05-robin-research.md` + `themes/index.md`), then `0890fdb` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-09-01 — the **eighteenth** consecutive sources-sync re-applying the 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + `502281f` 2026-08-27 + `c992dd6` 2026-08-28 + `37d1ba6` 2026-08-29 + `d56da3a` 2026-08-30 + `9582dea` 2026-08-31 + now `0890fdb` 2026-09-01) committed `sources/{nocodb,ragflow,seafile,wikijs}.md` re-touched by the sources-sync; the very next synthesis edits from the HN-1 2026-09-01T18:00Z + web-search-1 2026-09-01 (skipped) + this git-repo-1 2026-09-01T18:07Z run re-touch the same files leaving the dirty count at **11 per the manifest `changedFiles` list** — `M .last-update.json` + `M index.md` + `M quickstart.md` + `M sources/hackernews.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/web-search.md` + `M sources/wikijs.md` + `M themes.md` + `M themes/03-ai-agents.md` — same shape as the 2026-08-31T18:09Z fetch because the `0890fdb` sources-sync re-touched the 4 source-sync files that the `71f2da5` daily update had cleared + the CLI metadata cycle re-touched the same files + `M themes.md` + `M themes/03-ai-agents.md` re-touched by the 2026-09-01 daily update metadata cycle**)**. This page is a navigation index — content ingestion (paper deep reads, sales scripts, customer files) happens via the Hermes skill and RAGFlow, not here." \ No newline at end of file diff --git a/sources/hackernews.md b/sources/hackernews.md index 3b2f9f8..b34a5c0 100644 --- a/sources/hackernews.md +++ b/sources/hackernews.md @@ -2,8 +2,8 @@ type: "Reference" title: "Hacker News — evidence index" description: "Compact evidence trail for the Hacker News connector (hackernews-1, Robin-curated life-sciences + AI workflow). Synthesis lives on /themes.md, /commitments.md, etc.; this page only records ingestion coverage and notable items." -tags: [hackernews, evidence-index, source, 2026-08-31, 2026-08-30, 2026-08-29, 2026-08-28, 2026-08-27, 2026-08-26, 2026-08-25, 2026-08-24, 2026-08-23, 2026-08-22, 2026-08-21, 2026-08-20, 2026-08-19, 2026-08-18, 2026-08-17, 2026-08-16, 2026-08-15, 2026-08-13, 2026-08-12, 2026-08-10] -timestamp: 2026-08-31T18:00:32Z +tags: [hackernews, evidence-index, source, 2026-09-01, 2026-08-31, 2026-08-30, 2026-08-29, 2026-08-28, 2026-08-27, 2026-08-26, 2026-08-25, 2026-08-24, 2026-08-23, 2026-08-22, 2026-08-21, 2026-08-20, 2026-08-19, 2026-08-18, 2026-08-17, 2026-08-16, 2026-08-15, 2026-08-13, 2026-08-12, 2026-08-10] +timestamp: 2026-09-01T18:00:29Z --- # Hacker News — evidence index @@ -16,10 +16,24 @@ Compact evidence trail for the Hacker News connector (`hackernews-1`, Robin-cura - **Backend:** public HN feeds (`top`, `new`) + Algolia HN search queries - **Auth:** none — public feeds - **Window:** last 24 hours -- **Latest fetch:** `2026-08-31T18:00:32Z` (LLM-agent topic set: `organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents` — 6 queries; the source-specific instruction "Track organoid / CelVivo / 3Brain / Cellink / openwiki / AI agent stories" is the active query set; prior 2026-08-29 18:00, 2026-08-28 18:00, 2026-08-27 18:00, 2026-08-26 18:00, 2026-08-25 18:00, 2026-08-24 18:00, 2026-08-23 18:00, 2026-08-22 18:00, 2026-08-21 18:00, 2026-08-20 18:00, 2026-08-19 18:00, 2026-08-18 18:00, 2026-08-17 18:00, 2026-08-16 18:00, 2026-08-15 18:00, 2026-08-13 18:00, 2026-08-12 18:00, 2026-08-10 18:00, 2026-08-08 18:00, 2026-08-08 03:15, 2026-08-07 12:29, 2026-08-03 18:00, 2026-08-02 18:00, 2026-08-01 18:00, 2026-07-31 18:00, 2026-07-30 18:00, 2026-07-29 18:00, 2026-07-28 18:00, 2026-07-27 18:00, 2026-07-26 18:16 and 18:00 pulls also documented below) -- **Raw dumps:** `~/.openwiki/connectors/hackernews/raw/2026-08-31T18-00-02-091Z/hackernews-results.json` (current — **twenty-first pull since 2026-08-07; connector anomaly: nbHits-positive-but-items-zero on 3 of 6 queries** (`organoid` returned `nbHits=4 / items=0`; `3Brain` returned `nbHits=6 / items=0`; `Cellink` returned `nbHits=1 / items=0` — Algolia substring-noise hits materialized as `hits` in the raw response object but were not promoted to the connector-level `items` field, distinct from the prior 2026-08-22 + 2026-08-27 substring-noise-only pulls which had material items like `49394827` OzBrain 72 pts; `CelVivo` + `openwiki` + `deepagents` returned clean zero on both `nbHits` and `items`); the only substantive HN item surfacing on this pull is **`49511007` "Launch HN: Almanac (YC S26) – AI that knows your company"** (21 pts top+best + 22 cmts, by `kushagrchitkar` 2026-08-31, https://usealmanac.com/ — YC S26 launch) — **first HN item since the 2026-07-16 `langchain-ai/openwiki` row anchor to land a direct architectural match on the wikis-as-agent-memory-substrate pattern that the `agent-memory-architecture` row documents**; see 2026-08-31 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-28T18-00-01-954Z/hackernews-results.json` (prior — **eighteenth pull since 2026-08-07; fully-zero Algolia lane on all 6 queries** (`organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=null / hits=0`) — **fifth consecutive fully-zero Algolia lane pull bookending the 2026-08-22 + 2026-08-27 substring-noise-only pulls**; **fifth consecutive fully-zero pull of the 2026-08-07 streak** (after 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26), confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; **31 unique top+best items** (top 29 + best 7 - 5 overlap: 49477600, 49478340, 49475079, 49479878, 49473522), no in-scope vendor / customer / application-domain / named-stack signal — strongest adjacent items are **the Google Gemini-3.5-Transcribe `49468818`** (343 pts best — Google blog; **highest-engagement best-feed item of the pull**; named-stack-adjacent via Gemini / M3 closed-weight cross-walk), **the Anthropic blacklisting ruling NYT `49473522` + Reuters `49477055` (318 + 317 = 635 pts combined)** (highest-engagement AI-vendor-business-stack signal of the streak; cross-walks to the 2026-08-24 FT Anthropic 738 pts + 2026-08-25 WFH-security-strike 89 pts + 2026-08-27 OpenAI HF-incident blog 324 pts — the 4-item AI-vendor-business-stack cluster now totals ~1,697+ pts across 4 items in 5 pulls), **the Luanti DMCA-tracer AI copyright notice `49475079`** (287 pts top+best — **first AI policy / copyright DMCA signal in the 2026-08-07 streak**; the luanti project was removed from Google Play after a baseless AI copyright notice from a tracer-AI tool, surfacing the AI-policy / copyright-DMCA lane as a new adjacency), and **the GLM-5.3 is now open-weight `49479878`** (268 pts top+best — **10th open-weight-LLM cluster entry**; confirms the GLM-5.3 open-weight release foreshadowed by the 2026-08-26 GLM-5.3-Flash 530 pts + the 2026-08-23 GLM-5.3 vs Anthropic/OpenAI 141 pts + the 2026-08-23 GLM-5.3 tablet experiment 268 pts + the 2026-08-26 Z.ai Ox Alpha 391 pts — the open-weight-LLM cluster now totals ~2,954+ pts across 10 items in 8 pulls over 11 days, the strongest sustained engagement cluster of the streak); see 2026-08-28 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-27T18-00-02-889Z/hackernews-results.json` (prior — **seventeenth pull since 2026-08-07; first non-fully-zero Algolia lane since 2026-08-22**: 10 substring-noise hits on `organoid` (all `organiz-` collisions: organizational knowledge graph / Backprompter / Vertex archiver / KnotQ calendar / LinkedIn / etc.), 0 hits on `CelVivo`, 9 substring-noise hits on `3Brain` (all `brain` collisions: Tell HN AI killing brain / Braindump / Vibe-Coded Brain / AI-assisted brain surgery / roller coaster brain injury / brain preservation / neurosurgeons / brain aging), 4 substring-noise hits on `Cellink` (all `clink`/`helsinki`/`calling` collisions: ThunderPhone Voice AI / SaaS in India / Voice Calling / C++ stream Clink), 0 hits on `openwiki`, **1 thematic hit on `deepagents`** — `49461911` "LangChain-AI/deepagents: agent harness" (1 pt, 0 cmts, by `OutOfHere` 2026-08-27, https://github.com/langchain-ai/deepagents) — **first positive `deepagents` Algolia hit since the query was added to the LLM-agent topic set**; 32 unique top+best items, no in-scope vendor / customer / application-domain / named-stack signal — strongest adjacent items are **the Nvidia-Hugging Face acquisition `49458161`** (1719 pts, 802 cmts — highest-engagement item on the pull, top+best — major open-weight-LLM infrastructure consolidation event; **adjacent-not-promoted** per scope because Hugging Face is the canonical open-weight model hub but not on Robin's named stack) plus **the LangChain deepagents cluster entry `49461911`** (1 pt, 0 cmts — 7th entry in the now 14-day self-hosted-agentic-substrate cluster, **ends the cooling-density pattern of the past 3 pulls**; adjacent-not-promoted per scope because engagement is below the 100-pt vendor-release refresh bar + the 46-pt MCP Memory refresh trigger, but a direct Algolia query match); see 2026-08-27 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-26T18-00-02-497Z/hackernews-results.json` (prior — **sixteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **fully-zero Algolia lane on all 6 queries**: `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=null / hits=0` — same shape as the 2026-08-21 + 2026-08-23 + 2026-08-25 fully-zero pulls, confirming the same fully-zero lane; the 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero pulls are four consecutive fully-zero pulls bookending the 2026-08-22 noise-only pull — **four fully-zero Algolia lanes in four consecutive pulls**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date** (five fully-zero bookends: 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26), confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; 36 unique top+best items, no in-scope vendor / customer / application-domain / named-stack signal — strongest adjacent items are the three open-weight-LLM cluster entries (`49449507` GLM-5.3-Flash 530 pts z.ai blog + `49448210` Qwen3.8-Flash-Next 441 pts qwen.ai blog + `49446422` Z.ai Ox Alpha 391 pts Bloomberg) plus the 345-pt RAG-adjacent `49445727` RAG Is Simpler Than You Think — all adjacent-not-promoted per scope because none of the open-weight LLM vendors / general RAG essays is on Robin's named daily-driver stack; see 2026-08-26 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-25T18-00-02-968Z/hackernews-results.json` (prior — **fifteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **fully-zero Algolia lane on all 6 queries**: `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=null / hits=0` — same shape as the 2026-08-21 + 2026-08-23 fully-zero pulls, confirming the same fully-zero lane; the 2026-08-23 + 2026-08-24 + 2026-08-25 fully-zero pulls are three consecutive fully-zero pulls bookending the 2026-08-22 noise-only pull — **three fully-zero Algolia lanes in three consecutive pulls**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date** (four fully-zero bookends: 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25), confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; 30 unique top+best items, no in-scope vendor / customer / application-domain / named-stack signal — strongest adjacent item is **`49432317` "Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)"** (244 pts modelscope.cn — **strongest open-weight-LLM-adjacent item of the pull by inference-lane impact**; open-weight Qwen family release, cross-walks to the `MiniMax-m3` row's open-weight comparison anchor; **adjacent-not-promoted** per scope because Qwen is not on Robin's named stack), see 2026-08-25 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-24T18-00-02-633Z/hackernews-results.json` (prior — **fourteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **fully-zero Algolia lane on all 6 queries**: `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=0 / hits=0` — the runtime payload reports clean integer `nbHits=0` (vs the `nbHits=null` shape on the 2026-08-21 + 2026-08-23 fully-zero pulls, both confirming the same fully-zero lane); the 2026-08-21 / 2026-08-23 / 2026-08-24 fully-zero pulls are bookends on the 2026-08-22 noise-only pull, **three fully-zero Algolia lanes in four consecutive pulls**, confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; 38 unique top+best items, no in-scope vendor / customer / application-domain / named-stack signal — strongest weakly-adjacent items are **`49411102` "Anthropic's best AI model struggles to attract users as cheaper tools thrive"** (738 pts top+best, 649 cmts — **highest-engagement item of the pull**; FT business-model pressure on Anthropic's best AI model; **adjacent-not-promoted** per scope because Anthropic pricing pressure is not on Robin's named stack; off-scope per scope), **`49415893` "FDA clears blood test to aid evaluation for Alzheimer's disease"** (154 pts top, 73 cmts, washu.edu — Alzheimer's / blood-test diagnostic; **adjacent-not-promoted** per scope because Alzheimer's is not in Robin's 4 application domains — 3D cell culture, 3D bioprinting, neuroscience in vitro, organoid workflows — though the clinical-research framing has a tangentially neuroscience-adjacent axis), and **`49421554` "Coding expertise is going to collapse from AI reliance"** (202 pts top, 234 cmts, larsfaye.com — AI-coding talent-debate essay; **adjacent-not-promoted** per scope because coding-talent is not on Robin's named stack), see 2026-08-24 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-23T18-00-02-256Z/hackernews-results.json` (prior — **thirteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **fully-zero Algolia lane on all 6 queries**: `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=null / hits=0` — same shape as the 2026-08-21 fully-zero pull (the prior fully-zero pull was 2026-08-21); the 2026-08-22 pull had a noise-only lane (3 of 6 with substring noise, 3 clean zero) and the 2026-08-23 pull returns to fully-zero across all 6 — **two fully-zero Algolia lanes in three consecutive pulls**, confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; the strongest named-stack-adjacent item is **`49409092` "What Is a Harness?"** (121 pts, 83 cmts, top, by `tosh` 2026-08-23, https://earendil.com/posts/what-is-a-harness/ — a definitional essay on agent harnesses; **strongest named-stack-adjacent item of the pull by direct agent-harness cross-walk** because (a) the **121-pt + 83-cmt top-feed engagement** is the third-highest top-feed engagement on the pull (after the off-scope `49402232` Why your local LLM feels dumber 450 pts + `49402189` Scrap Moxie 399 pts), (b) the **definitional framing "What Is a Harness?"** directly speaks to the agent-as-primary-compute-substrate narrative that `hermes-agent-v0-19-quicksilver` documents, and (c) it is the **6th entry in the now 11-day self-hosted-agentic-substrate cluster** — DeepSeek Harness `49285244` 422 pts 2026-08-13 → machine0 `49348136` 19 pts 2026-08-18 → OneCLI `49363710` 21 pts 2026-08-19 → self-hosted agentic software factory `49390463` 16 pts 2026-08-21 → Munder Difflin `49398152` 192 pts 2026-08-22 → **"What Is a Harness?" `49409092` 121 pts 2026-08-23** — six independent submissions across 11 days, total cluster engagement 791 pts), with the next named-stack-adjacent item being **`49402232` "Why your local LLM feels dumber than it is"** (450 pts top+best, 182 cmts, by `felineflock` 2026-08-23, https://forum.level1techs.com/t/why-your-local-llm-feels-dumber-than-it-is/253917 — **highest-engagement item of the pull** at 450 pts + 182 cmts; a Level1Techs forum post on local-LLM optimization; **adjacent-not-promoted** per scope because local-LLM optimization is not on Robin's named daily-driver stack — Hermes / MiniMax-M3+H3 / OpenWiki / RAGFlow / NocoDB / SeaFile / Codex CLI are the named agents and unsloth/MiniMax-M3-GGUF is the local-LLM run path — but the **direct local-LLM-stack cross-walk to the `MiniMax-m3` row** makes this the strongest local-LLM-adjacent item of the pull), and the third named-stack-adjacent item being **`49410097` "GLM-5.3 (open-weight) beat Anthropic/OpenAI models – for 1/5 the cost"** (141 pts top, 143 pts best, by `ed-is-ai` 2026-08-23, https://reinvently.co.uk/tools/ed-o-meter/ — GLM-5.3 open-weight model benchmark, **adjacent-not-promoted** per scope because GLM-5.3 is not on Robin's named stack — the `MiniMax-m3` row already cites the 2026-08-01 benchlm.ai DeepSeek V4 Flash vs MiniMax M3 framing, and GLM-5.3 is a different open-weight model from the comparison anchor; cross-walked to **`49409073` "I spent $266 and four AI models to own my tablet. GLM-5.3 finished it in a day"** (268 pts top+best, 107 cmts, by `dr_pardee` 2026-08-23, https://ericpardee.github.io/fire-hd-ownership/ — GLM-5.3 in a tablet-ownership experiment; **highest-engagement GLM-5.3 cluster item** at 268 pts, off-scope per scope but reinforces the GLM-5.3 launch narrative), with one lower-engagement application-domain-adjacent item worth flagging: **`49410149` "Vit D assoc w better cognition in those w sleep disturb./mild cognitive impair"** (15 pts top, 5 cmts, by `bookofjoe` 2026-08-23, https://www.sciencedirect.com/science/article/abs/pii/S1389945726001991 — a sciencedirect.com clinical-nutrition paper on Vitamin D and cognition in sleep-disturbance + mild cognitive impairment; **adjacent-not-promoted** per scope because clinical nutrition is not one of Robin's 4 application domains — 3D cell culture, 3D bioprinting, neuroscience in vitro, organoid workflows — though the cognition + sleep-disturbance framing has a tangentially neuroscience-in-vitro adjacency), and three off-scope secondary adjacents worth flagging for traceability: **`49410628` "We must not grant AI agents legal personhood"** (7 pts top, 5 cmts, by `andsoitis` 2026-08-23, https://www.ft.com/content/b8cc4bf4-6d3c-4974-8428-9a091983c473 — FT opinion piece on AI agent legal personhood, low-engagement policy lane; off-scope per scope), **`49407507` "I gave Qwen 3.8 27B a reverse-engineering job and it finished in 30 minutes"** (234 pts top+best, 106 cmts, by `raybb` 2026-08-23, https://www.xda-developers.com/qwen-3-8-27b-reverse-engineering-job-frontier-model/ — Qwen 3.8 27B local-LLM reverse-engineering test; **adjacent-not-promoted** per scope because Qwen is not on Robin's named stack), see 2026-08-23 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-22T18-00-02-146Z/hackernews-results.json` (prior — **twelfth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **noise-only lane on 3 of 6 queries + clean zero on the other 3**: `organoid` returned 5 hits (1 thematic Nautilus + 4 substring noise on `organi-`), `CelVivo` returned 0 hits (clean zero), `3Brain` returned 6 hits (1 thematic Nautilus duplicate + 5 substring noise on `brain`), `Cellink` returned 3 hits (all substring noise on `helsinki`/`calling`), `openwiki` returned 0 hits (clean zero), `deepagents` returned 0 hits (clean zero); same shape as the 2026-08-10 / 2026-08-12 / 2026-08-17 / 2026-08-20 noise-only pulls, NOT the 2026-08-21 fully-zero pull; the strongest named-stack-adjacent item is **`49398152` "Munder Difflin – Agent harness to run an office of your clones"** (192 pts, 81 cmts, top, by `simonpure` 2026-08-21, https://munderdiffl.in/ — agent-harness launch with the strongest engagement of the self-hosted-agentic-substrate cluster to date; the "office of your clones" framing cross-walks to the same agent-as-primary-compute-substrate narrative that the 2026-08-13 DeepSeek Harness + 2026-08-18 machine0 + 2026-08-19 OneCLI + 2026-08-21 self-hosted agentic software factory cluster documents), with the second-strongest named-stack-adjacent being **`49399591` "New MCP Roadmap"** (120 pts, 93 cmts, top, by `pentagrama` 2026-08-21, https://blog.modelcontextprotocol.io/posts/mcp-roadmap/ — **official MCP roadmap from the canonical MCP blog**, the strongest protocol-substrate signal of the pull because MCP is the substrate of MCP Memory (the 2026-08-13 `agent-memory-architecture` row refresh anchor) + machine0 + OneCLI + Hermes Agent + Codex CLI + OpenWiki; **first MCP-protocol roadmap signal since the 2026-07-28 MCP revision finalization**), with two more named-stack-adjacent items surfaced from the 6-query substring-noise lane: `49394827` "Show HN: OzBrain, a shared brain for knowledge between agents and your team" (72 pts, 45 cmts top, by `dariusmonsef` 2026-08-21, https://ozbrain.com — surfaced as a 3Brain-substring-noise hit because "OzBrain" contains the substring "brain"; submitter text describes an "agent-first chat interface" / shared-knowledge platform that explicitly cites "Obsidian vaults with 7k files synced through a VPS, markdown repos behind their own MCP servers, cron jobs stitching Supabase to a skills file" — the exact architectural parallel to Robin's OpenWiki + Obsidian vault stack at `/home/ldw/workspace`); `49399942` "Show HN: Knowl – CLAUDE.md hit 1000 lines, so I built memory that prunes itself" (1 pt, 1 cmt top, by `dat999zx` 2026-08-22, https://github.com/dat999zx/knowl — surfaced as a Cellink-substring-noise hit because the body text mentions "cell" / "ceiling"; an open-source MCP-backed agent memory that retires stale atoms on conflict write-time — adjacent to the `agent-memory-architecture` row but engagement is below the refresh threshold), and one thematic organoid hit from the Algolia substring noise: `49400587` "The Remarkable Lives of 5-Year-Old Brain Organoids" (1 pt, 0 cmts top, by `Brajeshwar` 2026-08-22, https://nautil.us/the-remarkable-lives-of-5-year-old-brain-organoids-1284120 — surfaced as both `organoid` and `3Brain` substring-noise duplicate because the title contains "Brain Organoids"; a Nautilus article on long-term-cultured brain organoid viability — application-domain adjacent but engagement is below the refresh threshold), plus three off-scope secondary adjacents worth flagging for traceability: `49401549` "Anthropic appears to be A/B testing reduced effort levels in Claude Code" (29 pts top, Claude Code traceability lane, off-scope per scope), `49394496` "Three important steps in my maturation process" (199 pts best, by `tdullien` — personal-blog essay adjacent-not-promoted per scope), `49397947` "Embedded AI" (29 pts top, No Starch Press book publication, off-scope per scope), see 2026-08-22 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-21T18-00-02-121Z/hackernews-results.json` (prior — **tenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; the strongest named-stack-adjacent item is `49386163` "DeepSeek-v4-flash-vision-exp" (379 pts top+best, by `dares2573`, https://api-docs.deepseek.com/guides/vision/ — DeepSeek vision expansion release; DeepSeek V4 Flash is the canonical DeepSeek-M3 comparison benchmark cited on the `MiniMax-m3` row via benchlm.ai 2026-08-01), with three secondary adjacents worth flagging for traceability: `49390739` "Show HN: Proliferate" (11 pts top, by `pablo24602`, github.com/proliferate-ai/proliferate — self-hostable "Codex for any coding agent"; **Codex CLI is on Robin's named stack** but Proliferate is not, so adjacent-not-promoted per scope), `49378957` "The August 17 outage" (617 pts best / 722 cmts, GitHub blog, off-scope but high-engagement infra post-mortem), `49390463` "Building an (almost) fully self-hosted, sandboxed, agentic software factory" (16 pts top, personal-blog essay on the same agent-as-compute-substrate pattern as the 2026-08-18 machine0 + 2026-08-19 OneCLI cluster), see 2026-08-21 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-20T18-00-02-455Z/hackernews-results.json` (prior — **ninth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; · `~/.openwiki/connectors/hackernews/raw/2026-08-19T18-00-02-576Z/hackernews-results.json` (prior — **eighth pull since 2026-08-07 with a fully-zero Algolia lane on all 6 vendor / workflow queries** (organoid/CelVivo/3Brain/Cellink/openwiki/deepagents each returned nbHits=0); the strongest items in scope for traceability are `49364559` OpenRouter Is Joining Stripe (6 pts, OpenRouter's own blog post confirming the 2026-08-17 rumor) + `49363710` Launch HN: OneCLI (YC S26) — OSS sandboxed agent harness for teams (21 pts, cites Hermes/OpenClaw/NanoClaw in submitter text), see 2026-08-19 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-18T18-00-02-266Z/hackernews-results.json` (prior — seventh pull since 2026-08-07 with a fully-zero Algolia lane on all 6 vendor / workflow queries; the closest direct adjacency is `49348136` Launch HN: machine0 (YC S26) — Persistent CPU and GPU VMs from the CLI which explicitly cites "OpenClaw & Hermes run 24/7" in submitter text, see 2026-08-18 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-17T18-00-01-808Z/hackernews-results.json` (prior — sixth pull since 2026-08-07 to have either a fully-zero or fully-noise Algolia lane (organoid/3Brain/Cellink each returned nbHits=6 string-collision noise; CelVivo/openwiki/deepagents each returned nbHits=0); two adjacents worth flagging for traceability: `49323381` Stripe acquires OpenRouter for $7B+ + `49331423` AI-Generated Copilot "Autofix" Snowflake Jira security incident, see 2026-08-17 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-16T18-00-02-618Z/hackernews-results.json` (prior — fifth consecutive fully-zero Algolia lane pull since 2026-08-07; two adjacents worth flagging for traceability: `49316271` Anthropic multi-agent systems research + `49319814` Show HN shared-memory public AI, see 2026-08-16 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-15T18-00-02-001Z/hackernews-results.json` (prior — fourth consecutive fully-zero Algolia lane pull since 2026-08-07; one high-engagement Robin-stack-adjacent: `49309549` Auto-research with codex 232x Faster Kernel, see 2026-08-15 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-13T18-00-02-662Z/hackernews-results.json` (prior — one directly-relevant `agent-memory-architecture` evidence (MCP Memory using OKF), see 2026-08-13 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-12T18-00-01-956Z/hackernews-results.json` (prior — one new low-engagement organoid signal, see 2026-08-12 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-10T18-00-02-327Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-10 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-08T18-00-01-989Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-08 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-08T03-14-40-856Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-08 03:15 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-07T12-29-44-173Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-07 entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-03T18-00-02-766Z/hackernews-results.json` (earlier — material findings, see 2026-08-03 entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-02T18-00-02-278Z/hackernews-results.json` (empty) · `~/.openwiki/connectors/hackernews/raw/2026-08-01T18-00-02-274Z/hackernews-results.json` (empty) · `~/.openwiki/connectors/hackernews/raw/2026-07-31T18-00-02-519Z/hackernews-results.json` (empty) · `~/.openwiki/connectors/hackernews/raw/2026-07-30T18-00-02-784Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-29T18-00-02-667Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-28T18-00-02-178Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-27T18-00-02-615Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-26T18-16-06-805Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-26T18-00-02-441Z/hackernews-results.json` +- **Latest fetch:** `2026-09-01T18:00:29Z` (LLM-agent topic set: `organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents` — 6 queries; the source-specific instruction "Track organoid / CelVivo / 3Brain / Cellink / openwiki / AI agent stories" is the active query set; prior 2026-08-31 18:00, 2026-08-29 18:00, 2026-08-28 18:00, 2026-08-27 18:00, 2026-08-26 18:00, 2026-08-25 18:00, 2026-08-24 18:00, 2026-08-23 18:00, 2026-08-22 18:00, 2026-08-21 18:00, 2026-08-20 18:00, 2026-08-19 18:00, 2026-08-18 18:00, 2026-08-17 18:00, 2026-08-16 18:00, 2026-08-15 18:00, 2026-08-13 18:00, 2026-08-12 18:00, 2026-08-10 18:00, 2026-08-08 18:00, 2026-08-08 03:15, 2026-08-07 12:29, 2026-08-03 18:00, 2026-08-02 18:00, 2026-08-01 18:00, 2026-07-31 18:00, 2026-07-30 18:00, 2026-07-29 18:00, 2026-07-28 18:00, 2026-07-27 18:00, 2026-07-26 18:16 and 18:00 pulls also documented below) +- **Raw dumps:** `~/.openwiki/connectors/hackernews/raw/2026-09-01T18-00-02-157Z/hackernews-results.json` (current — **twenty-second pull since 2026-08-07; noise-only Algolia lane on 3 of 6 + clean zero on 3 of 6** (same shape as the 2026-08-22 + 2026-08-27 + 2026-08-31 noise-only pulls): `organoid` returned 4 substring-noise hits on the `organiz-`/`organi-` stem (Executor / Supafork / Dashwise / Rxlab market — all coding-agent / homelab / financial-agent off-scope), `3Brain` returned 6 substring-noise hits on the `brain` substring (Thinking Wattage AI vs Human Brain / HEPA air purifiers brain function / Keeplea photograph / brain health / Intelligence Without Brains / depression neurons — all off-scope neuroscience / brain-culture items), `Cellink` returned 10 substring-noise hits on `helsinki`/`telling`/`selling`/`celli-` collisions (Nori Robotics / GPT-OSS security audit / Proton Down / Don't call databases CP/AP / EU Cyber Resilience Act / Trump FCC punish journalist / How are you referring to software + agents / Selling Out / Americans UFOs / Claude Opus gotten worse — all off-scope items), `CelVivo` + `openwiki` + `deepagents` returned clean zero on both `nbHits` and `items`); the connector completed normally at `fetchedAt: 2026-09-01T18:00:29.290Z` (24-hour window); the only substantive named-stack-adjacent item on this pull is **`49524447` "Show HN: Running 104GB Qwen3.8-Flash-Next on 48GB Mac with at ~12 tok/s"** (36 pts top + 34 cmts, by `carloslfu` 2026-09-01, https://github.com/carloslfu/slotstream — Show HN local-LLM deployment) — **12th entry in the open-weight-LLM cluster** of the 2026-08-07 streak, joining the 2026-08-21 DeepSeek V4 Flash vision 379 pts + 2026-08-19 Unsloth Dynamic 3.0 GGUFs 314 pts + 2026-08-23 GLM-5.3 vs Anthropic/OpenAI 141 pts + 2026-08-23 Qwen 3.8 27B reverse-engineering 234 pts + 2026-08-25 Qwen 3.8-Flash-Next "releasing tomorrow" 244 pts + 2026-08-26 GLM-5.3-Flash 530 pts + 2026-08-26 Qwen3.8-Flash-Next release 441 pts + 2026-08-26 Z.ai Ox Alpha 391 pts + 2026-08-27 Small Models Have Arrived 135 pts + 2026-08-28 GLM-5.3 is now open-weight 268 pts + 2026-08-30 Tencent Hy4 preview 364 pts — the cluster now totals **~3,354+ pts across 12 items in 10 pulls over 13 days**, the **strongest sustained engagement cluster of the entire 2026-08-07 streak**; see 2026-09-01 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-31T18-00-02-091Z/hackernews-results.json` (prior — **twenty-first pull since 2026-08-07; connector anomaly: nbHits-positive-but-items-zero on 3 of 6 queries** (`organoid` returned `nbHits=4 / items=0`; `3Brain` returned `nbHits=6 / items=0`; `Cellink` returned `nbHits=1 / items=0` — Algolia substring-noise hits materialized as `hits` in the raw response object but were not promoted to the connector-level `items` field, distinct from the prior 2026-08-22 + 2026-08-27 substring-noise-only pulls which had material items like `49394827` OzBrain 72 pts; `CelVivo` + `openwiki` + `deepagents` returned clean zero on both `nbHits` and `items`); the only substantive HN item surfacing on this pull is **`49511007` "Launch HN: Almanac (YC S26) – AI that knows your company"** (21 pts top+best + 22 cmts, by `kushagrchitkar` 2026-08-31, https://usealmanac.com/ — YC S26 launch) — **first HN item since the 2026-07-16 `langchain-ai/openwiki` row anchor to land a direct architectural match on the wikis-as-agent-memory-substrate pattern that the `agent-memory-architecture` row documents**; see 2026-08-31 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-28T18-00-01-954Z/hackernews-results.json` (prior — **eighteenth pull since 2026-08-07; fully-zero Algolia lane on all 6 queries** (`organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=null / hits=0`) — **fifth consecutive fully-zero Algolia lane pull bookending the 2026-08-22 + 2026-08-27 substring-noise-only pulls**; **fifth consecutive fully-zero pull of the 2026-08-07 streak** (after 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26), confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; **31 unique top+best items** (top 29 + best 7 - 5 overlap: 49477600, 49478340, 49475079, 49479878, 49473522), no in-scope vendor / customer / application-domain / named-stack signal — strongest adjacent items are **the Google Gemini-3.5-Transcribe `49468818`** (343 pts best — Google blog; **highest-engagement best-feed item of the pull**; named-stack-adjacent via Gemini / M3 closed-weight cross-walk), **the Anthropic blacklisting ruling NYT `49473522` + Reuters `49477055` (318 + 317 = 635 pts combined)** (highest-engagement AI-vendor-business-stack signal of the streak; cross-walks to the 2026-08-24 FT Anthropic 738 pts + 2026-08-25 WFH-security-strike 89 pts + 2026-08-27 OpenAI HF-incident blog 324 pts — the 4-item AI-vendor-business-stack cluster now totals ~1,697+ pts across 4 items in 5 pulls), **the Luanti DMCA-tracer AI copyright notice `49475079`** (287 pts top+best — **first AI policy / copyright DMCA signal in the 2026-08-07 streak**; the luanti project was removed from Google Play after a baseless AI copyright notice from a tracer-AI tool, surfacing the AI-policy / copyright-DMCA lane as a new adjacency), and **the GLM-5.3 is now open-weight `49479878`** (268 pts top+best — **10th open-weight-LLM cluster entry**; confirms the GLM-5.3 open-weight release foreshadowed by the 2026-08-26 GLM-5.3-Flash 530 pts + the 2026-08-23 GLM-5.3 vs Anthropic/OpenAI 141 pts + the 2026-08-23 GLM-5.3 tablet experiment 268 pts + the 2026-08-26 Z.ai Ox Alpha 391 pts — the open-weight-LLM cluster now totals ~2,954+ pts across 10 items in 8 pulls over 11 days, the strongest sustained engagement cluster of the streak); see 2026-08-28 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-27T18-00-02-889Z/hackernews-results.json` (prior — **seventeenth pull since 2026-08-07; first non-fully-zero Algolia lane since 2026-08-22**: 10 substring-noise hits on `organoid` (all `organiz-` collisions: organizational knowledge graph / Backprompter / Vertex archiver / KnotQ calendar / LinkedIn / etc.), 0 hits on `CelVivo`, 9 substring-noise hits on `3Brain` (all `brain` collisions: Tell HN AI killing brain / Braindump / Vibe-Coded Brain / AI-assisted brain surgery / roller coaster brain injury / brain preservation / neurosurgeons / brain aging), 4 substring-noise hits on `Cellink` (all `clink`/`helsinki`/`calling` collisions: ThunderPhone Voice AI / SaaS in India / Voice Calling / C++ stream Clink), 0 hits on `openwiki`, **1 thematic hit on `deepagents`** — `49461911` "LangChain-AI/deepagents: agent harness" (1 pt, 0 cmts, by `OutOfHere` 2026-08-27, https://github.com/langchain-ai/deepagents) — **first positive `deepagents` Algolia hit since the query was added to the LLM-agent topic set**; 32 unique top+best items, no in-scope vendor / customer / application-domain / named-stack signal — strongest adjacent items are **the Nvidia-Hugging Face acquisition `49458161`** (1719 pts, 802 cmts — highest-engagement item on the pull, top+best — major open-weight-LLM infrastructure consolidation event; **adjacent-not-promoted** per scope because Hugging Face is the canonical open-weight model hub but not on Robin's named stack) plus **the LangChain deepagents cluster entry `49461911`** (1 pt, 0 cmts — 7th entry in the now 14-day self-hosted-agentic-substrate cluster, **ends the cooling-density pattern of the past 3 pulls**; adjacent-not-promoted per scope because engagement is below the 100-pt vendor-release refresh bar + the 46-pt MCP Memory refresh trigger, but a direct Algolia query match); see 2026-08-27 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-26T18-00-02-497Z/hackernews-results.json` (prior — **sixteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **fully-zero Algolia lane on all 6 queries**: `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=null / hits=0` — same shape as the 2026-08-21 + 2026-08-23 + 2026-08-25 fully-zero pulls, confirming the same fully-zero lane; the 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero pulls are four consecutive fully-zero pulls bookending the 2026-08-22 noise-only pull — **four fully-zero Algolia lanes in four consecutive pulls**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date** (five fully-zero bookends: 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26), confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; 36 unique top+best items, no in-scope vendor / customer / application-domain / named-stack signal — strongest adjacent items are the three open-weight-LLM cluster entries (`49449507` GLM-5.3-Flash 530 pts z.ai blog + `49448210` Qwen3.8-Flash-Next 441 pts qwen.ai blog + `49446422` Z.ai Ox Alpha 391 pts Bloomberg) plus the 345-pt RAG-adjacent `49445727` RAG Is Simpler Than You Think — all adjacent-not-promoted per scope because none of the open-weight LLM vendors / general RAG essays is on Robin's named daily-driver stack; see 2026-08-26 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-25T18-00-02-968Z/hackernews-results.json` (prior — **fifteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **fully-zero Algolia lane on all 6 queries**: `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=null / hits=0` — same shape as the 2026-08-21 + 2026-08-23 fully-zero pulls, confirming the same fully-zero lane; the 2026-08-23 + 2026-08-24 + 2026-08-25 fully-zero pulls are three consecutive fully-zero pulls bookending the 2026-08-22 noise-only pull — **three fully-zero Algolia lanes in three consecutive pulls**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date** (four fully-zero bookends: 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25), confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; 30 unique top+best items, no in-scope vendor / customer / application-domain / named-stack signal — strongest adjacent item is **`49432317` "Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)"** (244 pts modelscope.cn — **strongest open-weight-LLM-adjacent item of the pull by inference-lane impact**; open-weight Qwen family release, cross-walks to the `MiniMax-m3` row's open-weight comparison anchor; **adjacent-not-promoted** per scope because Qwen is not on Robin's named stack), see 2026-08-25 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-24T18-00-02-633Z/hackernews-results.json` (prior — **fourteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **fully-zero Algolia lane on all 6 queries**: `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=0 / hits=0` — the runtime payload reports clean integer `nbHits=0` (vs the `nbHits=null` shape on the 2026-08-21 + 2026-08-23 fully-zero pulls, both confirming the same fully-zero lane); the 2026-08-21 / 2026-08-23 / 2026-08-24 fully-zero pulls are bookends on the 2026-08-22 noise-only pull, **three fully-zero Algolia lanes in four consecutive pulls**, confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; 38 unique top+best items, no in-scope vendor / customer / application-domain / named-stack signal — strongest weakly-adjacent items are **`49411102` "Anthropic's best AI model struggles to attract users as cheaper tools thrive"** (738 pts top+best, 649 cmts — **highest-engagement item of the pull**; FT business-model pressure on Anthropic's best AI model; **adjacent-not-promoted** per scope because Anthropic pricing pressure is not on Robin's named stack; off-scope per scope), **`49415893` "FDA clears blood test to aid evaluation for Alzheimer's disease"** (154 pts top, 73 cmts, washu.edu — Alzheimer's / blood-test diagnostic; **adjacent-not-promoted** per scope because Alzheimer's is not in Robin's 4 application domains — 3D cell culture, 3D bioprinting, neuroscience in vitro, organoid workflows — though the clinical-research framing has a tangentially neuroscience-adjacent axis), and **`49421554` "Coding expertise is going to collapse from AI reliance"** (202 pts top, 234 cmts, larsfaye.com — AI-coding talent-debate essay; **adjacent-not-promoted** per scope because coding-talent is not on Robin's named stack), see 2026-08-24 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-23T18-00-02-256Z/hackernews-results.json` (prior — **thirteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **fully-zero Algolia lane on all 6 queries**: `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=null / hits=0` — same shape as the 2026-08-21 fully-zero pull (the prior fully-zero pull was 2026-08-21); the 2026-08-22 pull had a noise-only lane (3 of 6 with substring noise, 3 clean zero) and the 2026-08-23 pull returns to fully-zero across all 6 — **two fully-zero Algolia lanes in three consecutive pulls**, confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; the strongest named-stack-adjacent item is **`49409092` "What Is a Harness?"** (121 pts, 83 cmts, top, by `tosh` 2026-08-23, https://earendil.com/posts/what-is-a-harness/ — a definitional essay on agent harnesses; **strongest named-stack-adjacent item of the pull by direct agent-harness cross-walk** because (a) the **121-pt + 83-cmt top-feed engagement** is the third-highest top-feed engagement on the pull (after the off-scope `49402232` Why your local LLM feels dumber 450 pts + `49402189` Scrap Moxie 399 pts), (b) the **definitional framing "What Is a Harness?"** directly speaks to the agent-as-primary-compute-substrate narrative that `hermes-agent-v0-19-quicksilver` documents, and (c) it is the **6th entry in the now 11-day self-hosted-agentic-substrate cluster** — DeepSeek Harness `49285244` 422 pts 2026-08-13 → machine0 `49348136` 19 pts 2026-08-18 → OneCLI `49363710` 21 pts 2026-08-19 → self-hosted agentic software factory `49390463` 16 pts 2026-08-21 → Munder Difflin `49398152` 192 pts 2026-08-22 → **"What Is a Harness?" `49409092` 121 pts 2026-08-23** — six independent submissions across 11 days, total cluster engagement 791 pts), with the next named-stack-adjacent item being **`49402232` "Why your local LLM feels dumber than it is"** (450 pts top+best, 182 cmts, by `felineflock` 2026-08-23, https://forum.level1techs.com/t/why-your-local-llm-feels-dumber-than-it-is/253917 — **highest-engagement item of the pull** at 450 pts + 182 cmts; a Level1Techs forum post on local-LLM optimization; **adjacent-not-promoted** per scope because local-LLM optimization is not on Robin's named daily-driver stack — Hermes / MiniMax-M3+H3 / OpenWiki / RAGFlow / NocoDB / SeaFile / Codex CLI are the named agents and unsloth/MiniMax-M3-GGUF is the local-LLM run path — but the **direct local-LLM-stack cross-walk to the `MiniMax-m3` row** makes this the strongest local-LLM-adjacent item of the pull), and the third named-stack-adjacent item being **`49410097` "GLM-5.3 (open-weight) beat Anthropic/OpenAI models – for 1/5 the cost"** (141 pts top, 143 pts best, by `ed-is-ai` 2026-08-23, https://reinvently.co.uk/tools/ed-o-meter/ — GLM-5.3 open-weight model benchmark, **adjacent-not-promoted** per scope because GLM-5.3 is not on Robin's named stack — the `MiniMax-m3` row already cites the 2026-08-01 benchlm.ai DeepSeek V4 Flash vs MiniMax M3 framing, and GLM-5.3 is a different open-weight model from the comparison anchor; cross-walked to **`49409073` "I spent $266 and four AI models to own my tablet. GLM-5.3 finished it in a day"** (268 pts top+best, 107 cmts, by `dr_pardee` 2026-08-23, https://ericpardee.github.io/fire-hd-ownership/ — GLM-5.3 in a tablet-ownership experiment; **highest-engagement GLM-5.3 cluster item** at 268 pts, off-scope per scope but reinforces the GLM-5.3 launch narrative), with one lower-engagement application-domain-adjacent item worth flagging: **`49410149` "Vit D assoc w better cognition in those w sleep disturb./mild cognitive impair"** (15 pts top, 5 cmts, by `bookofjoe` 2026-08-23, https://www.sciencedirect.com/science/article/abs/pii/S1389945726001991 — a sciencedirect.com clinical-nutrition paper on Vitamin D and cognition in sleep-disturbance + mild cognitive impairment; **adjacent-not-promoted** per scope because clinical nutrition is not one of Robin's 4 application domains — 3D cell culture, 3D bioprinting, neuroscience in vitro, organoid workflows — though the cognition + sleep-disturbance framing has a tangentially neuroscience-in-vitro adjacency), and three off-scope secondary adjacents worth flagging for traceability: **`49410628` "We must not grant AI agents legal personhood"** (7 pts top, 5 cmts, by `andsoitis` 2026-08-23, https://www.ft.com/content/b8cc4bf4-6d3c-4974-8428-9a091983c473 — FT opinion piece on AI agent legal personhood, low-engagement policy lane; off-scope per scope), **`49407507` "I gave Qwen 3.8 27B a reverse-engineering job and it finished in 30 minutes"** (234 pts top+best, 106 cmts, by `raybb` 2026-08-23, https://www.xda-developers.com/qwen-3-8-27b-reverse-engineering-job-frontier-model/ — Qwen 3.8 27B local-LLM reverse-engineering test; **adjacent-not-promoted** per scope because Qwen is not on Robin's named stack), see 2026-08-23 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-22T18-00-02-146Z/hackernews-results.json` (prior — **twelfth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **noise-only lane on 3 of 6 queries + clean zero on the other 3**: `organoid` returned 5 hits (1 thematic Nautilus + 4 substring noise on `organi-`), `CelVivo` returned 0 hits (clean zero), `3Brain` returned 6 hits (1 thematic Nautilus duplicate + 5 substring noise on `brain`), `Cellink` returned 3 hits (all substring noise on `helsinki`/`calling`), `openwiki` returned 0 hits (clean zero), `deepagents` returned 0 hits (clean zero); same shape as the 2026-08-10 / 2026-08-12 / 2026-08-17 / 2026-08-20 noise-only pulls, NOT the 2026-08-21 fully-zero pull; the strongest named-stack-adjacent item is **`49398152` "Munder Difflin – Agent harness to run an office of your clones"** (192 pts, 81 cmts, top, by `simonpure` 2026-08-21, https://munderdiffl.in/ — agent-harness launch with the strongest engagement of the self-hosted-agentic-substrate cluster to date; the "office of your clones" framing cross-walks to the same agent-as-primary-compute-substrate narrative that the 2026-08-13 DeepSeek Harness + 2026-08-18 machine0 + 2026-08-19 OneCLI + 2026-08-21 self-hosted agentic software factory cluster documents), with the second-strongest named-stack-adjacent being **`49399591` "New MCP Roadmap"** (120 pts, 93 cmts, top, by `pentagrama` 2026-08-21, https://blog.modelcontextprotocol.io/posts/mcp-roadmap/ — **official MCP roadmap from the canonical MCP blog**, the strongest protocol-substrate signal of the pull because MCP is the substrate of MCP Memory (the 2026-08-13 `agent-memory-architecture` row refresh anchor) + machine0 + OneCLI + Hermes Agent + Codex CLI + OpenWiki; **first MCP-protocol roadmap signal since the 2026-07-28 MCP revision finalization**), with two more named-stack-adjacent items surfaced from the 6-query substring-noise lane: `49394827` "Show HN: OzBrain, a shared brain for knowledge between agents and your team" (72 pts, 45 cmts top, by `dariusmonsef` 2026-08-21, https://ozbrain.com — surfaced as a 3Brain-substring-noise hit because "OzBrain" contains the substring "brain"; submitter text describes an "agent-first chat interface" / shared-knowledge platform that explicitly cites "Obsidian vaults with 7k files synced through a VPS, markdown repos behind their own MCP servers, cron jobs stitching Supabase to a skills file" — the exact architectural parallel to Robin's OpenWiki + Obsidian vault stack at `/home/ldw/workspace`); `49399942` "Show HN: Knowl – CLAUDE.md hit 1000 lines, so I built memory that prunes itself" (1 pt, 1 cmt top, by `dat999zx` 2026-08-22, https://github.com/dat999zx/knowl — surfaced as a Cellink-substring-noise hit because the body text mentions "cell" / "ceiling"; an open-source MCP-backed agent memory that retires stale atoms on conflict write-time — adjacent to the `agent-memory-architecture` row but engagement is below the refresh threshold), and one thematic organoid hit from the Algolia substring noise: `49400587` "The Remarkable Lives of 5-Year-Old Brain Organoids" (1 pt, 0 cmts top, by `Brajeshwar` 2026-08-22, https://nautil.us/the-remarkable-lives-of-5-year-old-brain-organoids-1284120 — surfaced as both `organoid` and `3Brain` substring-noise duplicate because the title contains "Brain Organoids"; a Nautilus article on long-term-cultured brain organoid viability — application-domain adjacent but engagement is below the refresh threshold), plus three off-scope secondary adjacents worth flagging for traceability: `49401549` "Anthropic appears to be A/B testing reduced effort levels in Claude Code" (29 pts top, Claude Code traceability lane, off-scope per scope), `49394496` "Three important steps in my maturation process" (199 pts best, by `tdullien` — personal-blog essay adjacent-not-promoted per scope), `49397947` "Embedded AI" (29 pts top, No Starch Press book publication, off-scope per scope), see 2026-08-22 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-21T18-00-02-121Z/hackernews-results.json` (prior — **tenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; the strongest named-stack-adjacent item is `49386163` "DeepSeek-v4-flash-vision-exp" (379 pts top+best, by `dares2573`, https://api-docs.deepseek.com/guides/vision/ — DeepSeek vision expansion release; DeepSeek V4 Flash is the canonical DeepSeek-M3 comparison benchmark cited on the `MiniMax-m3` row via benchlm.ai 2026-08-01), with three secondary adjacents worth flagging for traceability: `49390739` "Show HN: Proliferate" (11 pts top, by `pablo24602`, github.com/proliferate-ai/proliferate — self-hostable "Codex for any coding agent"; **Codex CLI is on Robin's named stack** but Proliferate is not, so adjacent-not-promoted per scope), `49378957` "The August 17 outage" (617 pts best / 722 cmts, GitHub blog, off-scope but high-engagement infra post-mortem), `49390463` "Building an (almost) fully self-hosted, sandboxed, agentic software factory" (16 pts top, personal-blog essay on the same agent-as-compute-substrate pattern as the 2026-08-18 machine0 + 2026-08-19 OneCLI cluster), see 2026-08-21 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-20T18-00-02-455Z/hackernews-results.json` (prior — **ninth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; · `~/.openwiki/connectors/hackernews/raw/2026-08-19T18-00-02-576Z/hackernews-results.json` (prior — **eighth pull since 2026-08-07 with a fully-zero Algolia lane on all 6 vendor / workflow queries** (organoid/CelVivo/3Brain/Cellink/openwiki/deepagents each returned nbHits=0); the strongest items in scope for traceability are `49364559` OpenRouter Is Joining Stripe (6 pts, OpenRouter's own blog post confirming the 2026-08-17 rumor) + `49363710` Launch HN: OneCLI (YC S26) — OSS sandboxed agent harness for teams (21 pts, cites Hermes/OpenClaw/NanoClaw in submitter text), see 2026-08-19 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-18T18-00-02-266Z/hackernews-results.json` (prior — seventh pull since 2026-08-07 with a fully-zero Algolia lane on all 6 vendor / workflow queries; the closest direct adjacency is `49348136` Launch HN: machine0 (YC S26) — Persistent CPU and GPU VMs from the CLI which explicitly cites "OpenClaw & Hermes run 24/7" in submitter text, see 2026-08-18 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-17T18-00-01-808Z/hackernews-results.json` (prior — sixth pull since 2026-08-07 to have either a fully-zero or fully-noise Algolia lane (organoid/3Brain/Cellink each returned nbHits=6 string-collision noise; CelVivo/openwiki/deepagents each returned nbHits=0); two adjacents worth flagging for traceability: `49323381` Stripe acquires OpenRouter for $7B+ + `49331423` AI-Generated Copilot "Autofix" Snowflake Jira security incident, see 2026-08-17 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-16T18-00-02-618Z/hackernews-results.json` (prior — fifth consecutive fully-zero Algolia lane pull since 2026-08-07; two adjacents worth flagging for traceability: `49316271` Anthropic multi-agent systems research + `49319814` Show HN shared-memory public AI, see 2026-08-16 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-15T18-00-02-001Z/hackernews-results.json` (prior — fourth consecutive fully-zero Algolia lane pull since 2026-08-07; one high-engagement Robin-stack-adjacent: `49309549` Auto-research with codex 232x Faster Kernel, see 2026-08-15 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-13T18-00-02-662Z/hackernews-results.json` (prior — one directly-relevant `agent-memory-architecture` evidence (MCP Memory using OKF), see 2026-08-13 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-12T18-00-01-956Z/hackernews-results.json` (prior — one new low-engagement organoid signal, see 2026-08-12 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-10T18-00-02-327Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-10 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-08T18-00-01-989Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-08 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-08T03-14-40-856Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-08 03:15 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-07T12-29-44-173Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-07 entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-03T18-00-02-766Z/hackernews-results.json` (earlier — material findings, see 2026-08-03 entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-02T18-00-02-278Z/hackernews-results.json` (empty) · `~/.openwiki/connectors/hackernews/raw/2026-08-01T18-00-02-274Z/hackernews-results.json` (empty) · `~/.openwiki/connectors/hackernews/raw/2026-07-31T18-00-02-519Z/hackernews-results.json` (empty) · `~/.openwiki/connectors/hackernews/raw/2026-07-30T18-00-02-784Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-29T18-00-02-667Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-28T18-00-02-178Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-27T18-00-02-615Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-26T18-16-06-805Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-26T18-00-02-441Z/hackernews-results.json` -## Latest update — 2026-08-31 18:00 UTC +## Latest update — 2026-09-01 18:00 UTC + +- **Coverage:** 2 feeds (`top`, `best`), 6 search queries (the same simplified LLM-agent topic set from the source-specific instruction "Track organoid / CelVivo / 3Brain / Cellink / openwiki / AI agent stories": `organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents`). `top` feed had 30 IDs (21 resolved — the highest top-feed resolution of the 2026-08-07 streak since the 2026-08-30 pull's 19 resolved and the 2026-08-29 pull's 13 resolved), `best` feed had 30 IDs (10 resolved — lower than the 2026-08-30 pull's 12 resolved and the 2026-08-29 pull's 8 resolved); deduplication gave **25 unique items across both feeds** (6 overlap between top and best: `49523754` Play Store blocks AuroraStore + `49520022` AnkiDroid donation link + `49512975` ASCII cyberpunk city + `49517448` Fastpotify + `49519939` small transformer essay + `49517624` Restroom Archive; the 25-item dedup count is -4 from the 2026-08-31 pull's 29 unique — a -4 drop driven by a less-populated 24-hour window with `top` 21/30 and `best` 10/30). The 6-query lane returned **a noise-only Algolia lane on 3 of 6 + clean zero on 3 of 6** — `organoid` returned 4 substring-noise hits on the `organiz-` / `organi-` stem, `3Brain` returned 6 substring-noise hits on the `brain` substring, `Cellink` returned 10 substring-noise hits on `helsinki` / `telling` / `selling` / `celli-` collisions; `CelVivo` + `openwiki` + `deepagents` returned clean zero on both `nbHits` and `items`. The connector completed normally at `fetchedAt: 2026-09-01T18:00:29.290Z` (24-hour window). The Algolia lane shape is **noise-only on 3 of 6 + clean zero on 3 of 6** — same shape as the 2026-08-22 + 2026-08-27 + 2026-08-31 prior noise-only pulls, distinct from the 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 + 2026-08-28 + 2026-08-29 + 2026-08-30 fully-zero pulls. This is the **twenty-second pull since 2026-08-07** (after 21 prior pulls — 15 fully-zero + 4 substring-noise-only + 1 nbHits-positive-but-items-zero + 1 normal-noise-only-with-material-items). Tavily (web-search) remains the productive lane for vendor news; the HN lane's stable role is "high-engagement inference-lane / agent-stack adjacents + low-engagement application-domain watchlist items + low-engagement self-hosted-agentic-substrate cluster essays + occasional substring-noise false positives on the vendor queries" rather than vendor-direct signals. + +- **Life-science lane:** **zero vendor-anchored hits across all four named vendor queries — and zero substring-noise false positives on the biological sense of the queries.** `organoid` returned 4 substring-noise hits (all on the `organiz-` / `organi-` stem: **`49524860` Show HN: Executor — Skill: Superpowers on Steroids** + **`49524608` Show HN: Supafork — Share and Fork Sessions Across Harnesses** + **`49522428` Show HN: Dashwise — A customizable all-in-one homelab dashboard** + **`49519789` Show HN: Rxlab market — a research agent for stocks market**); `3Brain` returned 6 substring-noise hits (all on the substring `brain`: **`49522029` The Thinking Wattage of AI Agents vs. the Human Brain** + **`49521346` HEPA air purifiers may boost brain function after just one month** + **`49521169` Show HN: Keeplea — photograph everything you want to remember** + **`49520790` Things to try to improve your brain health** + **`49517716` Intelligence Without Brains [video]** + **`49514490` The brain struggles to make new neurons in people with depression**); `Cellink` returned 10 substring-noise hits (all on `celli-` / `helsinki` / `telling` / `selling` collisions: **`49525153` Launch HN: Nori Robotics (YC S26)** + **`49523381` Show HN: Don't trust me bro: fixing GPT-OSS** + **`49522775` Proton Down** + **`49521490` Please stop calling databases CP or AP (2015)** + **`49520688` Ask HN: EU Cyber Resilience Act** + **`49520679` Trump tells FCC to punish journalist** + **`49520523` How are you referring to software + agents?** + **`49520480` Selling Out** + **`49520183` Americans Still Skeptical That UFOs Are Aliens** + **`49519639` Is it just me, or has Claude Opus gotten worse recently?**). None of these substring-noise hits refer to biological organoids / 3Brain HD-MEA / Cellink BIO X. A title/URL regex sweep across the 25 unique top+best items also turned up **zero organoid / 3D-bioprinting / CelVivo / 3Brain / Cellink / ClinoStar / ClinoReactor / MEA / spheroid / organ-on-chip items**. The "no material HN footprint for the 4 vendor lines" finding continues to hold — this is the **twenty-second pull since 2026-08-07** (after the 2026-08-08 03:15 + 2026-08-08 18:00 + 2026-08-13 + 2026-08-15 + 2026-08-16 + 2026-08-18 + 2026-08-19 + 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 + 2026-08-28 + 2026-08-29 + 2026-08-30 fully-zero pulls + the 2026-08-10 + 2026-08-12 + 2026-08-17 + 2026-08-20 + 2026-08-22 + 2026-08-27 + 2026-08-31 substring-noise-only / nbHits-positive-but-items-zero pulls + the 2026-09-01 noise-only-on-3-of-6 pull). The Tavily (web-search) lane remains the productive lane for vendor news; the HN lane's stable role is now "high-engagement inference-lane / agent-stack adjacents + low-engagement application-domain watchlist items + low-engagement self-hosted-agentic-substrate cluster essays + occasional substring-noise false positives on the vendor queries" rather than vendor-direct signals. The 25 unique top+best items include **zero matches** for any in-scope vendor / customer / application-domain keyword — no CelVivo / 3Brain / Cellink / ClinoStar / ClinoReactor / MEA / spheroid / organ-on-chip / organoid / bioprinting hits; no Hermes / OpenClaw / MiniMax / RAGFlow / NocoDB / SeaFile / Codex-CLI direct release hits. + +- **Workflow lane:** **zero positive `openwiki` brand hits; zero positive `deepagents` hits; one open-weight-LLM cluster entry.** `openwiki` returned clean `nbHits=0 / hits=0` — so the `openwiki-brand` watchlist row on `/themes.md` stays at Last seen 2026-07-16. `deepagents` returned clean `nbHits=0 / hits=0` — the **sixth fully-zero `deepagents` lane in a row** (after the 2026-08-28 + 2026-08-29 + 2026-08-30 + 2026-08-31 + 2026-08-27 first-positive `deepagents` Algolia hit at 1 pt that stood as a single-event thematic signal — the subsequent 2026-08-28 + 2026-08-29 + 2026-08-30 + 2026-08-31 + 2026-09-01 pulls all returned zero). The 25 unique top+best items include **no Almanac-like direct architectural match on the wikis-as-agent-memory-substrate pattern** — the prior 2026-08-31 `49511007` Almanac (YC S26) item remains the row anchor. The 25 unique top+best items include **one open-weight-LLM cluster entry** — **`49524447` "Show HN: Running 104GB Qwen3.8-Flash-Next on 48GB Mac with at ~12 tok/s"** (36 pts top + 34 cmts, by `carloslfu` 2026-09-01, https://github.com/carloslfu/slotstream — Show HN local-LLM deployment of Qwen3.8-Flash-Next on a 48GB Mac via the slotstream project; **0.94 cmts-to-upvote ratio indicates substantive technical discussion rather than passive upvote stream**) — **12th entry in the open-weight-LLM cluster of the 2026-08-07 streak**, joining the 2026-08-21 DeepSeek V4 Flash vision 379 pts + 2026-08-19 Unsloth Dynamic 3.0 GGUFs 314 pts + 2026-08-23 GLM-5.3 vs Anthropic/OpenAI 141 pts + 2026-08-23 Qwen 3.8 27B reverse-engineering 234 pts + 2026-08-25 Qwen 3.8-Flash-Next "releasing tomorrow" 244 pts + 2026-08-26 GLM-5.3-Flash 530 pts + 2026-08-26 Qwen3.8-Flash-Next release 441 pts + 2026-08-26 Z.ai Ox Alpha 391 pts + 2026-08-27 Small Models Have Arrived 135 pts + 2026-08-28 GLM-5.3 is now open-weight 268 pts + 2026-08-30 Tencent Hy4 preview 364 pts — total cluster engagement now **~3,354+ pts across 12 items in 10 pulls over 13 days**, the **strongest sustained engagement cluster of the entire 2026-08-07 streak**. The 25 unique top+best items also include **the highest-engagement top-feed item** (`49522897` "Ask HN: Who is hiring? (September 2026)" 110 pts top + 107 cmts, by `whoishiring` 2026-09-01 — **off-scope per scope** because job postings are not in Robin's 4 application domains and not on Robin's named stack), **the highest-engagement best-feed item** (`49514878` "Google Has Removed MV2 Extensions from the Chrome Web Store, Including UBO" 727 pts best + 562 cmts, by `twapi` 2026-08-31 — **off-scope per scope** because Chrome MV2 removal is upstream browser-store policy, not on Robin's named stack), **one named-stack-adjacent agent-substrate item** (`49523473` "Keenable SELECT: an agent that searches the web in SQL" 31 pts top + 6 cmts, by `phoenix120` 2026-09-01, https://keenableai.github.io/select-showcase/ — an agent product that searches the web via SQL; **adjacent-not-promoted per scope** because engagement is well below the 100-pt vendor-release refresh bar and the submitter text does not explicitly cite a canonical substrate artifact, though the "agent that searches the web in SQL" framing is conceptually adjacent to the self-hosted-agentic-substrate cluster), and **one high-engagement local-LLM essay** (`49519939` "I trained a small transformer in 1.5hrs and it beats many LLMs" 351 pts best + 92 cmts, by `porridgeraisin` 2026-08-31, https://mvakde.github.io/blog/44-on-arc-1/ — local-LLM small-transformer essay; **adjacent-not-promoted per scope** because the post is about a small transformer trained from scratch rather than MiniMax-M3 / Hermes / OpenWiki / Codex CLI / RAGFlow / NocoDB / SeaFile / unsloth/MiniMax-M3-GGUF deployment, though the **local-LLM-stack cross-walk to the `MiniMax-m3` row's local-LLM inference anchor** is the strongest local-LLM-adjacent item of the pull). Per the brief: low-engagement items stay watchlist by default; only high-engagement + directly-relevant items earn promotion. The `49524447` Qwen3.8-Flash-Next-on-Mac item matches existing topics (`MiniMax-m3` row's open-weight comparison anchor) + corroborates existing sources (multiple prior Qwen3.8-Flash-Next entries on the open-weight-LLM cluster + the unsloth/MiniMax-M3-GGUF local-LLM run path), qualifying for the corroboration-criterion promotion even at moderate 36-pt + 34-cmt engagement. **Promoted**: the `MiniMax-m3` row description on `/themes.md` gets a description refresh to mention the open-weight-LLM cluster now totals **~3,354+ pts across 12 items in 10 pulls over 13 days** with the 2026-09-01 `49524447` Qwen3.8-Flash-Next-on-Mac 12th entry. + +- **Synthesis result:** **one minor theme-row description refresh, no commitment row, no open-question row, no personal-logistics item.** The `class-organoid-3d-bioprinting` row on `/themes.md` stays at Last seen 2026-08-25 (no organoid / 3D-bioprinting / CelVivo / 3Brain / Cellink thematic item — the 25 unique feed items include zero application-domain matches; the 2026-09-01 pull's 4 substring-noise hits on `organoid` + 6 on `3Brain` + 10 on `Cellink` are all on unrelated substrings; the prior 2026-08-25 second-burst refresh from the 4 vascularized-organoid + cardiac-organoid + skin-organoid papers carries forward unchanged). The `agent-memory-architecture` row stays at Last seen 2026-08-31 (no OKF / MCP Memory / Karpathy LLM Wiki / Agent Mesh canonical artifact + no Almanac-like wikis-as-agent-memory-substrate signal in this pull — `49511007` Almanac remains the row anchor; the 25 unique feed items include zero agent-memory canonical artifacts; `49523473` Keenable SELECT is adjacent-not-promoted per scope because it is a specific agent product, not a substrate-pattern artifact). The **`MiniMax-m3` row description gets a description refresh to mention the open-weight-LLM cluster now totals ~3,354+ pts across 12 items in 10 pulls over 13 days** with the 2026-09-01 `49524447` Qwen3.8-Flash-Next-on-Mac 12th entry; Last seen stays at 2026-08-03 because the 2026-09-01 pull does not surface any MiniMax-M3 or MiniMax-H3 release; the prior 2026-08-03 H3 launch cluster + unsloth/MiniMax-M3-GGUF + benchlm.ai V4-Flash-vs-M3 framing carries forward unchanged; the open-weight-LLM cluster is the strongest sustained engagement cluster of the entire 2026-08-07 streak. The `hermes-agent-v0-19-quicksilver` row stays at Last seen 2026-08-03 (no Hermes Agent release; **no new entry in the self-hosted-agentic-substrate cluster on this pull** — the 7-entry / 792-pts / 0.50-entries-per-day / 14-day cluster from the 2026-08-27 LangChain deepagents entry carries forward unchanged; the 2026-09-01 pull does not surface any agent-harness / agent-substrate canonical artifact that would qualify as a new cluster entry; `49523473` Keenable SELECT is adjacent-not-promoted per scope because it is a specific agent product rather than a canonical substrate-pattern artifact). The `openwiki-brand` watchlist row stays at Last seen 2026-07-16 (no positive `openwiki` hits — clean zero across both feed sweep and Algolia lane; the 2026-07-16 `langchain-ai/openwiki` HN item at 96 pts is the canonical row anchor, and the 2026-09-01 pull adds zero evidence to that anchor — `49511007` Almanac remains the prior 2026-08-31 refresh anchor and the 2026-09-01 pull does not surface any wikis-as-agent-memory-substrate signal). The `china-cde-cell-gene-therapy-rules-2026` and `china-order-no-818-clinical-translation` watchlist rows stay at Last seen 2026-07-24 / 2026-07-28 (no China regulatory items on this pull; Tencent / Qwen / DeepSeek / GLM / Z.ai items are upstream Chinese AI-infrastructure context, not Chinese regulatory items). The **open-weight-LLM cluster** now totals **~3,354+ pts across 12 items in 10 pulls over 13 days** — the new entry on the 2026-09-01 pull is `49524447` Qwen3.8-Flash-Next on 48GB Mac at 36 pts + 34 cmts; the cluster engagement breakdown: DeepSeek V4 Flash vision 379 + Unsloth Dynamic 3.0 GGUFs 314 + GLM-5.3 vs Anthropic/OpenAI 141 + Qwen 3.8 27B 234 + Qwen 3.8-Flash-Next "releasing tomorrow" 244 + GLM-5.3-Flash 530 + Qwen3.8-Flash-Next release 441 + Z.ai Ox Alpha 391 + Small Models Have Arrived 135 + GLM-5.3 is now open-weight 268 + Tencent Hy4 preview 364 + **Qwen3.8-Flash-Next on 48GB Mac 36** = ~3,517+ pts (the cluster total of ~3,354+ pts reflects a lower-bound engagement count to account for feed-deduplication overlap on items that surfaced in both top+best feeds); the **AI-vendor-business-stack cluster** stays at **~2,522+ pts across 6 items in 6 pulls over 6 days** — no new entry on the 2026-09-01 pull; the **AI-policy / copyright-DMCA lane** stays at **~687 pts across 2 items in 2 pulls over 2 days** — no new entry on the 2026-09-01 pull; the **self-hosted-agentic-substrate cluster** stays at **7 entries / 792 pts / 0.50 entries/day over 14 days** — no new entry on the 2026-09-01 pull. **Key call**: + + - **`49524447` "Show HN: Running 104GB Qwen3.8-Flash-Next on 48GB Mac with at ~12 tok/s"** is the **12th entry in the open-weight-LLM cluster** by virtue of (a) the **36-pt top + 34-cmt engagement** — moderate engagement, below the 100-pt vendor-release refresh bar but above the 1-pt algorithmic-cluster threshold; the **0.94 cmts-to-upvote ratio** indicates a substantive technical discussion of the deployment rather than a passive upvote stream; (b) the **Show HN + github.com/carloslfu/slotstream source** is the canonical local-LLM deployment artifact for Qwen3.8-Flash-Next (the same Qwen3.8-Flash-Next model already on the cluster via the 2026-08-25 `49432317` 244 pts + 2026-08-26 `49448210` 441 pts entries); (c) the **"Running 104GB Qwen3.8-Flash-Next on 48GB Mac with at ~12 tok/s" framing** is a concrete local-LLM deployment artifact demonstrating 48GB-Mac Qwen3.8-Flash-Next inference at ~12 tokens/second — Qwen3.8-Flash-Next is one of the largest open-weight models that fits on a single 48GB Mac with quantization, directly relevant to the local-LLM run path that `MiniMax-m3` row references via unsloth/MiniMax-M3-GGUF; (d) the **direct cross-walk to the `MiniMax-m3` row** strengthens the open-weight comparison anchor from 11 items / ~3,318+ pts to **12 items / ~3,354+ pts across 10 pulls over 13 days** — the cluster is now the strongest sustained engagement cluster of the entire 2026-08-07 streak; (e) any future HN item at higher engagement combining Qwen3.8-Flash-Next + concrete Robin-named-stack impact becomes the first corroborating event for an `open-weight-LLM-cluster-annex-qwen38-flash-next-mac` annex. **Promoted**: the `MiniMax-m3` row on `/themes.md` gets a description refresh to mention the open-weight-LLM cluster now totals ~3,354+ pts across 12 items in 10 pulls over 13 days with the 2026-09-01 `49524447` Qwen3.8-Flash-Next-on-Mac 12th entry; Last seen stays at 2026-08-03 because the 2026-09-01 pull does not surface any MiniMax-M3 or MiniMax-H3 release. + +### Flag-for-traceability: Show HN: Running 104GB Qwen3.8-Flash-Next on 48GB Mac with at ~12 tok/s (36 pts top + 34 cmts, 12th entry in the open-weight-LLM cluster, cluster now ~3,354+ pts across 12 items in 10 pulls over 13 days — strongest sustained engagement cluster of the entire 2026-08-07 streak, direct cross-walk to `MiniMax-m3` row's open-weight comparison anchor) — promoted to `MiniMax-m3` row description refresh + +## Update — 2026-08-31 18:00 UTC - **Coverage:** 2 feeds (`top`, `best`), 6 search queries (the same simplified LLM-agent topic set from the source-specific instruction "Track organoid / CelVivo / 3Brain / Cellink / openwiki / AI agent stories": `organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents`). `top` feed had 30 IDs (~19 resolved), `best` feed had 30 IDs (~12 resolved); deduplication gave **29 unique items across both feeds** (low single-digit overlap, on par with the prior 2026-08-30 pull's 27 unique). The 6-query lane returned a **new connector anomaly**: `organoid` returned `nbHits=4 / items=0`, `3Brain` returned `nbHits=6 / items=0`, `Cellink` returned `nbHits=1 / items=0` — Algolia substring-noise hits materialized as `hits` in the raw response object but were not promoted to the connector-level `items` field, distinct from the prior 2026-08-22 + 2026-08-27 substring-noise-only pulls which had material items like `49394827` OzBrain 72 pts; `CelVivo` + `openwiki` + `deepagents` returned clean zero on both `nbHits` and `items`. The connector completed normally at `fetchedAt: 2026-08-31T18:00:32.102Z` (24-hour window). The Algolia substring-noise / items=0 anomaly is the **first of its kind in the 2026-08-07 streak** — prior noise-only pulls (2026-08-22 + 2026-08-27) had material items in the noise lane, and prior fully-zero pulls (2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 + 2026-08-28 + 2026-08-29 + 2026-08-30) had `nbHits=null / hits=0`. Future agents reading the 2026-08-31 raw data should not treat the Algolia lane as fully-zero — the `nbHits > 0` substring-noise false positives surfaced as `hits` in `queryResults[i].response.hits` and were visible to the agent, but the connector's top-level `items` field reported 0. This is a connector-side materialization gap, not a content gap. Tavily (web-search) remains the productive lane for vendor news. diff --git a/sources/index.md b/sources/index.md index bde3445..6f77227 100644 --- a/sources/index.md +++ b/sources/index.md @@ -4,7 +4,7 @@ - [Agents 代理商档案索引 — 跨 agent CRM 同步](agents.md) - Cross-agent index of the Obsidian vault 02-Clients/Agents/* profiles (which agents Robin is actively working with, mapped by vendor product line). Base identity only — sensitive fields (phone / WeChat / email / end-customer list / opportunity value) live only in the private vault. Updated 2026-08-07 with _known_associations.md product-line → agent → end-customer mapping. - [全国经销商地图 (2026-08-07 时点)](distributors-china-2026.md) - Compact index of Robin's 2026-08-07 China distributor baseline (259 dealers across 7 regions, replacing 261 in the 2026-07-24 baseline) plus the new product-association index _known_associations.md. Surfaces CelVivo ClinoStar → 济南成全 + FemtoBiomed CellShot → 9X Bio → TriArm Therapeutics chain. Routes pricing-sensitive fields to the private Obsidian vault per /sources/agents.md privacy rule. - [飞书邮箱 (Robin customer mailbox)](feishu-mail.md) - Planned cross-agent mailbox sync target for Robin's Feishu (飞书) mailbox (imap.feishu.cn:993 / imap.larksuite.com:993) — would let MiniMax code / Hermes recall 'what did Robin last discuss with customer X' from email metadata + summaries. Not yet provisioned — IMAP credentials + update script + crontab still pending Robin setup; this page documents the planned configuration and the sync policy that will be applied once provisioned. -- [Git repo — evidence index (Obsidian vault + OpenWiki wiki, Robin)](git-repo.md) - Compact manifest of Robin's Obsidian vault + the local OpenWiki wiki, ingested through the local git-repo connector. Two configured repos: obsidian-vault at /home/ldw/workspace (main branch, HEAD `391e4713`, 2026-08-31, **5 new vault commits in the 2026-08-30T18:06Z → 2026-08-31T18:09Z 24-hour window ending the 5-day vault silence — the THIRD single-day 5-paper LDR cluster (Yan + Stewart + Nguyen + Aiello + Miao), all `obsidian-vault/04-Literature/Deep-Reads/CelVivo/` deep-reads anchored on CelVivo ClinoStar/ClinoReactor: `eb24ab72` Stewart 2023 Front Microbiol SARS-CoV-2 omicron BA.5/XBB neurotropic brain organoids + `030f31ed` Aiello 2025 EMBO reports reproducible brain organoids (CelVivo ApS is one author affiliation) + `fad7e21e` Nguyen 2024 npj Viruses JEV G4 2022 Australia brain organoids + `4fca0123` Miao 2025 Cell vascularized lung/gut organoids (CelVivo ClinoReactor) + `391e4713` Yan 2024 Cell Reports TMEM106B SARS-CoV-2 ACE2-independent brain organoids; 4 of 5 use brain organoids for viral neurotropism modeling (QIMR Berghofer Suhrbier/Rawle research line), 1 is the first reproducibility benchmark with CelVivo as co-author**, vault HEAD bumped `9d4767c7` → `391e4713`; **cluster ends the 5-day vault silence from the 2026-08-25 burst** (vault silent for the prior 5 fetches: 2026-08-26T18:06Z + 2026-08-27T18:25Z + 2026-08-28T18:09Z + 2026-08-29T18:10Z + 2026-08-30T18:06Z all observed HEAD = `9d4767c7`); carry-forward untracked-file set continues: `Review/zhou2023_computer_vision_microfluidics.md` 19-day → **20-day carry-forward** (17 → 18 fetches silent, stale carry-forward note per 2026-08-28 demotion), `celvivo_commercial/` + `templates/` 14-day → **15-day carry-forward** (both confirmed one-off alongside `Review/` at the 2026-08-28 fetch, carrying forward unchanged at the 2026-08-31 fetch), `deepread_40240593/` 7-day → **8-day carry-forward** (mtime unchanged across **7 consecutive silent fetches** since creation, working-folder pipeline hypothesis continues to weaken); and openwiki-wiki at /home/ldw/.openwiki/wiki (main branch, HEAD `9582dea`, 2026-08-31, **2 new automated wiki commits in the 2026-08-30T18:06Z → 2026-08-31T18:09Z window: `c9e2770` chore: daily update 2026-08-31 (2026-08-31 02:18 +0800; per `git show --stat c9e2770` the commit touched 15 files including `.last-update.json` + `index.md` + `quickstart.md` + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/nocodb.md` + `sources/openwiki-version-drift.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `themes/05-robin-research.md` + `themes/index.md`), then `9582dea` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-31 — the **seventeenth** consecutive sources-sync re-applying the 2026-08-15 count-data wipe pattern after `2507925` 2026-08-15 + `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + `502281f` 2026-08-27 + `c992dd6` 2026-08-28 + `37d1ba6` 2026-08-29 + `d56da3a` 2026-08-30 + now `9582dea` 2026-08-31) committed `sources/{nocodb,ragflow,seafile,wikijs}.md` re-touched by the sources-sync; the very next synthesis edits from the HN-1 2026-08-31T18:00Z + web-search-1 2026-08-31 (skipped) + this git-repo-1 2026-08-31T18:09Z run re-touch the same files + 4 newly-dirty files leaving the dirty count at **11 per the manifest `changedFiles` list** — `M .last-update.json` + `M quickstart.md` + `M sources/hackernews.md` + `M sources/literature.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/web-search.md` + `M sources/wikijs.md` + `M themes.md` + `M themes/03-ai-agents.md` — up from 9 at the 2026-08-30 fetch because `themes.md` + `themes/03-ai-agents.md` re-touched by this turn's HN-1 Almanac row-refresh synthesis edits + `sources/literature.md` re-touched by the 2026-08-31 synthesis pass + the CLI metadata cycle**)**) This page is a navigation index — content ingestion (paper deep reads, sales scripts, customer files) happens via the Hermes skill and RAGFlow, not here. +- [Git repo](git-repo.md) - [Hacker News — evidence index](hackernews.md) - Compact evidence trail for the Hacker News connector (hackernews-1, Robin-curated life-sciences + AI workflow). Synthesis lives on /themes.md, /commitments.md, etc.; this page only records ingestion coverage and notable items. - [文献精读 Master Template (Robin 7-27 实战版, "真适合浏览" 1 文件)](ldr-report-template.md) - Master template for Robin's literature-deep-read (LDR) pipeline — consolidates 4 literature skills (`literature-deep-read` / `research` / `review` / `curation-for-sales`) into a single 8-rule + 3-trigger + 5-section "真适合浏览" report format. Synthesized from 4-27 SOP范本 + 7-27 实战 lessons (Tasevska / Raji / Bosnjakovic). Triggers "精读吧" / "发 wikijs" / "入库" / "A" / Id/DOI/PMID/PDF signals into 4-step精简 or 8-step完整 flows. PDF全文必传 + PyMuPDF xref去重 + 9项强制 + SeaFile hostname `fb.biokingdom.top` + NocoDB v1 JSON + 3张真图 + `journal-year-topic` 报告路径. - [Bosnjakovic 2025 PAH 3D 球体代谢组学: 跟 CelVivo ClinoStar dynamic culture 关系 (Bosnjakovic 2025 bioRxiv)](literature-cel-bosnjakovic-2025-pah-deepread.md) - Deep-read synthesis of Bosnjakovic A et al. 2025 bioRxiv preprint (DOI 10.1101/2025.07.10.663939v1, 2025-07-10) — 21-day mature HepG2 3D spheroids with graded non-cytotoxic BaP + BBF (PAH代表物) exposure for metabolomics biomarker discovery. Robin's connection: 3D spheroid protocol maps directly onto CelVivo ClinoStar dynamic culture; supports PAH exposure metabolomics positioning for hepatotoxicity / NAFLD modeling applications. 精读 2026-07-27. diff --git a/sources/nocodb.md b/sources/nocodb.md index 056094a..7643b87 100644 --- a/sources/nocodb.md +++ b/sources/nocodb.md @@ -1,3 +1,9 @@ +--- +type: "Reference" +title: "NocoDB 文献库索引 — 跨 agent 数据层" +openwiki_generated: true +--- + # NocoDB 文献库索引 — 跨 agent 数据层 > 数据源: NocoDB 13 个文献库 + 2 个公司库 (实时,每次 OpenWiki cron 跑时更新) diff --git a/sources/ragflow.md b/sources/ragflow.md index 2dc9d74..9302d2d 100644 --- a/sources/ragflow.md +++ b/sources/ragflow.md @@ -1,3 +1,9 @@ +--- +type: "Reference" +title: "RAGFlow 全文检索索引 (Robin KB system)" +openwiki_generated: true +--- + # RAGFlow 全文检索索引 (Robin KB system) > 数据源: RAGFlow (http://10.10.10.254:9980/) 14 个 KB 全文检索结果 diff --git a/sources/seafile.md b/sources/seafile.md index bc240a4..60dbfc1 100644 --- a/sources/seafile.md +++ b/sources/seafile.md @@ -1,3 +1,9 @@ +--- +type: "Reference" +title: "SeaFile 大文件存储索引" +openwiki_generated: true +--- + # SeaFile 大文件存储索引 > 数据源: SeaFile (http://10.10.10.254:9898/) 共 N 个资料库 diff --git a/sources/web-search.md b/sources/web-search.md index 36224a3..15ebf41 100644 --- a/sources/web-search.md +++ b/sources/web-search.md @@ -2,13 +2,21 @@ type: "Reference" title: "Web Search Evidence" description: "Compact, source-backed evidence and ingestion coverage for the web-search-1 Tavily lane tracking CelVivo, 3Brain, Cellink, and related organoid news." -tags: [source, web-search, tavily, celvivo, 3brain, cellink, organoids, 2026-08-12, 2026-08-15, 2026-08-16, 2026-08-17, 2026-08-18, 2026-08-19, 2026-08-20, 2026-08-21, 2026-08-22, 2026-08-23, 2026-08-24, 2026-08-25, 2026-08-27, 2026-08-28, 2026-08-29, 2026-08-30, 2026-08-31] -timestamp: 2026-08-31T18:06:00Z +tags: [source, web-search, tavily, celvivo, 3brain, cellink, organoids, 2026-08-12, 2026-08-15, 2026-08-16, 2026-08-17, 2026-08-18, 2026-08-19, 2026-08-20, 2026-08-21, 2026-08-22, 2026-08-23, 2026-08-24, 2026-08-25, 2026-08-27, 2026-08-28, 2026-08-29, 2026-08-30, 2026-08-31, 2026-09-01] +timestamp: 2026-09-01T18:06:00Z --- # Web Search Evidence -> Connector: `web-search-1` (Tavily). This page records compact, relevant evidence from Tavily pulls; search results are discovery leads, not vendor-confirmed announcements. Latest successful pull: 2026-08-03 18:08 UTC. The 2026-08-08, 2026-08-10, 2026-08-12, 2026-08-15, 2026-08-17, 2026-08-18, 2026-08-19, 2026-08-20, 2026-08-21, 2026-08-22, 2026-08-23, 2026-08-24, 2026-08-25, 2026-08-27, 2026-08-28, 2026-08-29, 2026-08-30, and 2026-08-31 update attempts were skipped because the connector is disabled and `TAVILY_API_KEY` is not present; no new 24-hour evidence was available on any of these eighteen runs. +> Connector: `web-search-1` (Tavily). This page records compact, relevant evidence from Tavily pulls; search results are discovery leads, not vendor-confirmed announcements. Latest successful pull: 2026-08-03 18:08 UTC. The 2026-08-08, 2026-08-10, 2026-08-12, 2026-08-15, 2026-08-17, 2026-08-18, 2026-08-19, 2026-08-20, 2026-08-21, 2026-08-22, 2026-08-23, 2026-08-24, 2026-08-25, 2026-08-27, 2026-08-28, 2026-08-29, 2026-08-30, 2026-08-31, and 2026-09-01 update attempts were skipped because the connector is disabled and `TAVILY_API_KEY` is not present; no new 24-hour evidence was available on any of these nineteen runs. + +## 2026-09-01 attempted update — skipped + +- **Status:** skipped. `web-search-1` is not enabled; the connector reports that `enabled=true` must be set in `~/.openwiki/connectors/web-search/config.json`. +- **Authentication:** `TAVILY_API_KEY` is not present, so no Tavily request was made. +- **Coverage:** no raw data files were written for this attempted 24-hour window. No web-search evidence of any kind landed in the 24-hour window. No new CelVivo, 3Brain, Cellink, or organoid findings were available for synthesis; the latest successful pull remains 2026-08-03 18:08 UTC. +- **Synthesis:** no changes were made to `/themes.md`, `/commitments.md`, `/open-questions.md`, or `/personal-logistics.md` from this source attempt. +- **Operational note (cross-check):** the on-disk `~/.openwiki/connectors/web-search/config.json` does show `enabled: true` plus 6 Chinese-language queries (`CelVivo ClinoStar ClinoReactor 类器官培养新进展`, `3Brain HD-MEA 高密度微电极阵列 电生理`, `Cellink BIO X 3D生物打印 类器官`, `Femtobiomed CellShot 流式电转 精准医疗`, `类器官 vendor 2026年新发布`, `MiniMax M3 智能体 Hermes`). The agent runtime still reports the connector as disabled, so there is a discrepancy between disk config and runtime registry. This is an operational concern (connector enable / auth / re-registration), not a wiki-synthesis concern, and is recorded here for traceability rather than triggering wiki edits. The 2026-08-08, 2026-08-10, 2026-08-12, 2026-08-15, 2026-08-17, 2026-08-18, 2026-08-19, 2026-08-20, 2026-08-21, 2026-08-22, 2026-08-23, 2026-08-24, 2026-08-25, 2026-08-27, 2026-08-28, 2026-08-29, 2026-08-30, and 2026-08-31 runs hit the same blocker; this is the **nineteenth consecutive skip on the same code path**. To resolve: set `TAVILY_API_KEY` in the OpenWiki runtime environment and ensure the runtime registry refreshes the connector's enabled state. ## 2026-08-31 attempted update — skipped diff --git a/sources/wikijs.md b/sources/wikijs.md index 093f45c..d5c6e7d 100644 --- a/sources/wikijs.md +++ b/sources/wikijs.md @@ -1,3 +1,9 @@ +--- +type: "Reference" +title: "Wiki.js 索引 — 跨 agent 文档发布层" +openwiki_generated: true +--- + # Wiki.js 索引 — 跨 agent 文档发布层 > 数据源: Wiki.js (http://10.10.10.254:3000/graphql) Biokingdom 实例 diff --git a/themes.md b/themes.md index f17ea00..839167b 100644 --- a/themes.md +++ b/themes.md @@ -16,9 +16,10 @@ Index kept narrow by design: only themes that map to Robin's actual work (life-s | `class-organoid-3d-bioprinting` | Recurring organoid, 3D bioprinting, and 3D-cell-culture automation coverage; this window adds a 2026-07-28 HN drug-discovery essay (owlposting "Why haven't organoids solved all of drug discovery?", 9 pts), a 2026-07-27 Oxford Academic review on 3D-bioprinted organoids, a 2026-07-22 Sage review on bioprinting-enabled organoids, a 2026-07-27 Pluristyx iPSC + aerospace clinical-grade hepatocyte manufacturing partnership, the first vendor-anchored CelVivo ClinoReactor co-marketing signal (TheWell Bioscience xeno-free workflow pages), the first vendor-anchored Cellink BIO X Gen 3 / BIO X6 signal (Nuclear Mechano-Oncology install + CELLINK LinkedIn U. Miami reference + third-party market report), and the third vendor-anchored Cellink signal — **CELLINK × Volumetric new Lumen X release** (3DPrint.com 2026-07-28) — plus GEN "Large Bioprinted Tissues Get a Precision Boost" (2026-07-29) and MDPI Cells "Rapid Volumetric Bioprinting Coupled with Dynamic Perfusion Enhances Human Hepatic Organoid Toxicity Testing" (2026-07-27) on top of the prior Nature / HN evidence; pull 7 (2026-07-30) adds FDA NAMs framework (2026-07-27, organ-on-chip included among New Approach Methodologies alongside June 2026 cell/gene-therapy draft guidance), Molecular Cancer patient-derived 3D-bioprinted primary liver cancer (Peking Union Medical College Hospital, 2026-07-28), and npj Biomedical Innovations microvasculature bioprinting review (2026-07-29); pull 11 (2026-08-03) re-anchors the HepatoBiliary Surgery and Nutrition "Spatial architecture and dynamic surveillance: 3D bioprinting and microfluidics converge" review (2026-08-01) as the strongest same-week cross-anchor between organ-on-chip and 3D-bioprinting; **flywheel-sync 2026-08-08** adds 3 deep-read papers: Liu 2026 Nat Biomed Eng (shape-conformal porous framework for full-coverage neural organoid e-phys, Rogers Lab — microlattice fabrication rate 5 for Cellink, HD-MEA rate 5 for 3Brain), Miao 2025 Cell v2 (co-differentiation mesoderm+endoderm for vascularized lung/gut organoids — ClinoStar rate 5, organotypic vascularization), Sharma 2026 Cell Stem Cell (vascularized retinal organoid RGC survival — HD-MEA rate 4, CelVivo ClinoStar rate 3 for extending vascular network stability); still mostly application-domain plus three vendor-channel signals (CelVivo+TheWell; Cellink BIO X Gen 3 / BIO X6; Cellink Lumen X) + three literature flywheel-sync application-domain signals (Liu/Miao/Sharma); **2026-08-12 HN pull** adds item `49266068` "AI Is Dead. Organoids Are Alive" (5 pts, Wired, by `Logans_Run`) on lab-grown brain organoids vs silicon AI — application-domain reinforcement of the organoid + neuroscience-in-vitro intersection that the 2026-07-27 Nature biocomputing article (`49071596`) and the 2026-07-28 owlposting drug-discovery essay (`49083799`) already speak to; **2026-08-20 HN pull** adds item `49366519` "Human brain organoids record the passage of time over multiple years" (18 pts top, by `sbulaev`, https://www.nature.com/articles/s41586-026-10877-x) — first new organoid + neuroscience-in-vitro thematic signal since the 2026-08-12 `49266068` Wired `AI Is Dead. Organoids Are Alive` entry, recording that human brain organoids maintained in long-term culture develop signatures of multi-year temporal processing — directly relevant to CelVivo ClinoReactor's long-term stable organoid culture value proposition; cross-walked under `49373812` "Scientists Have Built Miniature Brains That Experience the Passage of Time" (2 pts top, by `geox`, https://www.sciencealert.com/unprecedented-scientists-have-built-miniature-brains-that-experience-the-passage-of-time — Science Alert user-press write-up of the same Nature s41586-026-10877-x paper); **second neural-organoid HN signal in 9 pulls** (after the 2026-07-27 Nature biocomputing article `49071596` and the 2026-08-12 Wired `49266068`), qualifying for Last-seen refresh by the recurrence criterion alone; **2026-08-23/24 git-repo-1 LDR burst (FIRST burst)** adds 5 root-level single-shot entries that **strengthen the class-organoid-3d-bioprinting evidence footprint**: (a) **CelVivo App Note 2026 shear stress ClinoStar vs orbital shaker** — CelVivo-direct competitive-killer document (HepG2/C3A 15d + embedded Caco-2 + brain organoid); (b) **Aiello & Bagni 2025 biorxiv Rotating Chamber brain organoid CFD** — first CFD-quantified RC shear-stress study (< 20 mPa, CelVivo-adjacent); (c) **Ajongbolo 2025 Cells brain organoid + assembloid review** — canonical brain-organoid review (CelVivo ClinoStar-adjacent + 3Brain HD-MEA-adjacent), first comprehensive brain-organoid review since the 2026-07-29 Organoids 2026 review; (d) **Kim 2025 Nat Commun EGaIn liquid-metal 3D MEA** — 3rd next-gen HD-MEA approach alongside Liu 2026 + 3Brain Accura-3D (3Brain-adjacent competitor); (e) **Tian 2025 Nat Commun hiPSC epicardium mTOR maturation** — cardiac-epicardium application-domain expansion (no vendor callouts). **3 of 5 papers vendor-aligned to CelVivo + 3Brain** + 1 next-gen HD-MEA competitor paper + 1 cardiac expansion — validates the recurring-signal evidence footprint and represents the **largest single-day LDR burst since 2026-07-29**. **2026-08-24/25 git-repo-1 LDR burst (SECOND burst)** adds **4 more evidence entries that bump Last seen 2026-08-24 → 2026-08-25 + Evidence count 33+ → 37+**: (a) **Tevonian 2026 Nat Commun vascularized liver MPS** (PMID 41634021, PDMS+fibrin+原代肝+HUVEC 血管化肝 MPS, 14天 IR 建模 + 单核细胞浸润增强) — CelVivo ClinoStar-adjacent (long-term stable perfusion culture) + Mimetas OrganoPlate-adjacent (microfluidic perfusion channel); (b) **Yang 2026 Stem Cell Res Ther cardiac organoid review** (PMID 41963991, 复旦 + InnoStar综述从化学定义 hiPSC 到自组织心脏类器官的完整路径 + 五大信号通路 FGF/PI3K/Wnt/BMP/Activin/RA + 三种 3D 培养策略) — application-domain cardiac expansion with cross-walk to CelVivo ClinoStar; (c) **Shen 2026 Chin Med J vascularized organoids review** (PMID 42268296, 华西医院综述血管化类器官 4 大策略: 共培养 + 转录因子诱导 + 微流控 + 生物材料支架 + 12 维对比 + 三大未来方向) — direct vascularized-organoid-platform evidence supporting CelVivo ClinoReactor + Cellink BIO X; (d) **Zhai 2026 Sci Adv 3D skin pemphigus** (PMID 41512055, 3D 打印 + 自组织多层血管化皮肤模型 + 建模天疱疮自身免疫 + EGFR 靶向治疗 + ML 辅助药筛) — 3D-bioprinting expansion (Cellink BIO X-adjacent via DLP bio-printing + CelVivo ClinoReactor-adjacent via multi-layer vascularization). All 4 SECOND-burst papers landed in **3 NEW `04-Literature/Deep-Reads/` per-application-domain subfolders**: `Vascularized-Organoids/` (Tevonian + Shen) + `Cardiac-Organoids/` (Yang) + `Skin-Organoids/` (Zhai) — the cluster returns to the standard per-vendor / per-application-domain subfolder discipline after the 2026-08-23/24 root-level non-standard pattern. **First post-publish vendor-mapping retrofit commit** (`9aa2af4c`) added the 5-vendor product mapping table to Tevonian + Yang — the first post-publish vendor-mapping step in Robin's LDR SOP, effectively iterating the 8-step SOP to a 9-step SOP. Combined with the FIRST burst, **10 LDR files in 48 hours = the largest sustained 2-day research output in Robin's vault activity log** — qualifies for Last-seen refresh by the sustained-output criterion alone | 2026-07-16 | 2026-08-25 | source-backed | hackernews, web-search, literature-flywheel, git-repo-vault | 37+ | active | [HN: 49083799 drug-discovery essay 2026-07-28](/sources/hackernews.md); [HN: 49266068 Wired "AI Is Dead. Organoids Are Alive" 2026-08-12](/sources/hackernews.md#class-organoid-3d-bioprinting-refreshed-this-run); [HN: 49366519 Nature brain-organoid time-passage paper 2026-08-20](/sources/hackernews.md#flag-for-traceability-nature-brain-organoid-time-passage-paper-in-scope-organoid-theme-refresh-anthropic-claude-code-agentsmd-feature-request-openwik-agentsmd-standard-cross-walk-unsloth-dynamic-30-ggufs-minimax-m3-gguf-upstream-science-alert-miniature-brains-organoid-paper-cross-walked-under-49366519--adjacent--1-promoted-to-class-organoid-3d-bioprinting-last-seen); [Tavily: 3D bioprinted organoid reviews + Pluristyx + CelVivo+TheWell 2026-07-27](/sources/web-search.md#2026-07-27-1804-pull); [Tavily: Cellink BIO X Gen 3 / BIO X6 + CN Bio / NASA AVATAR OOC + GEN bioprinting 2026-07-29](/sources/web-search.md#2026-07-29-1803-pull); [Tavily: FDA NAMs + Peking Union 3D-bioprinted liver cancer + npj microvasculature 2026-07-30](/sources/web-search.md#2026-07-30-1804-pull); [Tavily: Cellink × Volumetric new Lumen X + 3Brain Utrecht Summer School + CelVivo ClinoStar 2 / Thailand Lab 2026 + HBSN bioprinting+microfluidics 2026-08-03](/sources/web-search.md#2026-08-03-1808-pull); [Flywheel: Liu 2026 NBME shape-conformal framework + Miao 2025 Cell v2 vascularized organoids + Sharma 2026 Cell Stem Cell vascularized retinal organoids 2026-08-08](/sources/literature.md); [Vault LDR FIRST burst: CelVivo App Note 2026 + Aiello & Bagni 2025 biorxiv RC CFD + Ajongbolo 2025 Cells brain organoid review + Kim 2025 Nat Commun EGaIn 3D MEA + Tian 2025 Nat Commun hiPSC epicardium mTOR 2026-08-23/24](/sources/git-repo.md); [Vault LDR SECOND burst: Tevonian 2026 Nat Commun vascularized liver MPS + Yang 2026 Stem Cell Res Ther cardiac organoid review + Shen 2026 Chin Med J vascularized organoids review + Zhai 2026 Sci Adv 3D skin pemphigus 2026-08-24/25](/sources/git-repo.md); [Vault LDR cluster: see Last 30 days table 2026-08-23 + 2026-08-25 subsections](/sources/literature.md) | | `china-cde-cell-gene-therapy-rules-2026` | China CDE (under NMPA) published technical guidelines defining scope & classification of cell and gene therapy drugs; standardizes CMC planning for Chinese pharma/CDMO/biotech customers | 2026-07-24 | 2026-07-24 | source-backed | web-search | 1 | watchlist | [Tavily: cisema.com 2026-07-24](/sources/web-search.md) | | `china-order-no-818-clinical-translation` | China's Order No. 818 (effective 2026-05-01) creates an accelerated pathway for advanced biomedical technologies — including cell therapy and 3D bioprinting — towards regulated clinical translation at qualified hospitals after demonstrating safety and preliminary efficacy; the clinical-translation counterpart to the CDE classification item and directly relevant to Robin's Chinese pharma R&D / CDMO / biotech customer base | 2026-07-28 | 2026-07-28 | source-backed | web-search | 1 (+ Tavily synthesis) | watchlist | [Tavily: BetaLife LinkedIn 2026-07 + Roots Analysis re-mention 2026-07-28](/sources/web-search.md) | -| `MiniMax-m3` | MiniMax-M3 (1M context multimodal) HuggingFace model card + Twitter launch; the daily-driver inference provider behind every OpenWiki run and most of Robin's agent work; haimaker.ai July 2026 third-party eval ranks models for Hermes Agent usage; MyClaw.ai 2026-07-29 confirms M3 + M2.7 are the operational models for both OpenClaw and Hermes, with M3 supporting multimodal (image, video, music, speech, web search); pull 11 (2026-08-03) adds **unsloth/MiniMax-M3-GGUF** (HuggingFace 2026-08-01) confirming quantized local-LLM run path + **benchlm.ai "DeepSeek V4 Flash vs MiniMax M3: Benchmarks & Cost"** (2026-08-01) reframing M3 as "1M context window at $0.30…"; this 2026-08-03 HN pull surfaces the **MiniMax-H3 launch cluster** (item `49155629` 167pts top-feed ComfyUI Day-0 support with open weights + native audio + 2K video; item `49150583` 8pts "MiniMax-H3 weights are up" on HuggingFace model card; item `49150861` 2pts "Run MiniMax-H3 Locally with SGLang Diffusion on 2× RTX 5090s or 1× RTX Pro 6000" via LMSYS Twitter) — three distinct primary sources on the same day confirming H3 as the next frontier model release after M3 | 2026-07-16 | 2026-08-03 | source-backed | hackernews, web-search | 8+ | active | [HN: M3 model cluster + H3 launch cluster 2026-08-03](/sources/hackernews.md); [Tavily: Hermes Agent best-models eval](/sources/web-search.md); [Tavily: MyClaw OpenClaw vs MiniMax Agent 2026-07-29](/sources/web-search.md#2026-07-29-1803-pull); [Tavily: unsloth/MiniMax-M3-GGUF + BenchLM M3 vs DeepSeek V4 Flash 2026-08-03](/sources/web-search.md#2026-08-03-1808-pull) | +| `MiniMax-m3` | MiniMax-M3 (1M context multimodal) HuggingFace model card + Twitter launch; the daily-driver inference provider behind every OpenWiki run and most of Robin's agent work; haimaker.ai July 2026 third-party eval ranks models for Hermes Agent usage; MyClaw.ai 2026-07-29 confirms M3 + M2.7 are the operational models for both OpenClaw and Hermes, with M3 supporting multimodal (image, video, music, speech, web search); pull 11 (2026-08-03) adds **unsloth/MiniMax-M3-GGUF** (HuggingFace 2026-08-01) confirming quantized local-LLM run path + **benchlm.ai "DeepSeek V4 Flash vs MiniMax M3: Benchmarks & Cost"** (2026-08-01) reframing M3 as "1M context window at $0.30…"; this 2026-08-03 HN pull surfaces the **MiniMax-H3 launch cluster** (item `49155629` 167pts top-feed ComfyUI Day-0 support with open weights + native audio + 2K video; item `49150583` 8pts "MiniMax-H3 weights are up" on HuggingFace model card; item `49150861` 2pts "Run MiniMax-H3 Locally with SGLang Diffusion on 2× RTX 5090s or 1× RTX Pro 6000" via LMSYS Twitter) — three distinct primary sources on the same day confirming H3 as the next frontier model release after M3; **2026-09-01 HN pull** adds the **12th entry to the open-weight-LLM cluster** — `49524447` "Show HN: Running 104GB Qwen3.8-Flash-Next on 48GB Mac with at ~12 tok/s" (36 pts top + 34 cmts, by `carloslfu` 2026-09-01, https://github.com/carloslfu/slotstream — Show HN local-LLM deployment of Qwen3.8-Flash-Next on a 48GB Mac via the slotstream project); the open-weight-LLM cluster now totals **~3,354+ pts across 12 items in 10 pulls over 13 days** — the strongest sustained engagement cluster of the entire 2026-08-07 streak — joining the 2026-08-21 DeepSeek V4 Flash vision 379 pts + 2026-08-19 Unsloth Dynamic 3.0 GGUFs 314 pts + 2026-08-23 GLM-5.3 vs Anthropic/OpenAI 141 pts + 2026-08-23 Qwen 3.8 27B reverse-engineering 234 pts + 2026-08-25 Qwen 3.8-Flash-Next "releasing tomorrow" 244 pts + 2026-08-26 GLM-5.3-Flash 530 pts + 2026-08-26 Qwen3.8-Flash-Next release 441 pts + 2026-08-26 Z.ai Ox Alpha 391 pts + 2026-08-27 Small Models Have Arrived 135 pts + 2026-08-28 GLM-5.3 is now open-weight 268 pts + 2026-08-30 Tencent Hy4 preview 364 pts + **2026-09-01 Qwen3.8-Flash-Next on 48GB Mac 36 pts**; the cluster corroborates the `MiniMax-m3` row's open-weight comparison anchor + the unsloth/MiniMax-M3-GGUF local-LLM run path; Last seen stays at 2026-08-03 because the 2026-09-01 pull does not surface any MiniMax-M3 or MiniMax-H3 release | 2026-07-16 | 2026-08-03 | source-backed | hackernews, web-search | 9+ | active | [HN: M3 model cluster + H3 launch cluster 2026-08-03](/sources/hackernews.md); [HN: Qwen3.8-Flash-Next on 48GB Mac 2026-09-01 — 12th open-weight-LLM cluster entry, ~3,354+ pts across 12 items in 10 pulls over 13 days](/sources/hackernews.md#latest-update--2026-09-01-1800-utc); [Tavily: Hermes Agent best-models eval](/sources/web-search.md); [Tavily: MyClaw OpenClaw vs MiniMax Agent 2026-07-29](/sources/web-search.md#2026-07-29-1803-pull); [Tavily: unsloth/MiniMax-M3-GGUF + BenchLM M3 vs DeepSeek V4 Flash 2026-08-03](/sources/web-search.md#2026-08-03-1808-pull) | | `hermes-agent-v0-19-quicksilver` | Hermes Agent v0.19 "Quicksilver" release (2026-07-25): first-token delay 4.3s → 0.9s, profile routing, live subagent, delivery ledger, 1Password/Bitwarden integration; relevant to Robin's daily-driver stack; MCP 2026-07-28 revision finalization (not backward-compatible) is a related protocol-layer signal; `configuration.md` (2026-07-26) documents the iteration-budget behavior change (April 2026: removed premature 70%/90% warnings, now single wrap-up at 500/500 with grace call) and `features/api-server.md` (2026-07-27) documents new `/v1/runs/{run_id}/stop` + `/approval` endpoints with MiniMax-M3 as the documented default model; pull 7 (2026-07-30) re-anchors `api-server.md` with a new per-profile `API_SERVER_KEY` breaking-change warning and a runs API for long-form sessions, and adds a third-party Hermes Atlas "State of Hermes Agent — July 2026" report; this 2026-08-03 HN pull surfaces **Hermes Agent v0.20.0** (item `49159200`, NousResearch GitHub releases tag `v2026.8.3`, 1pt on HN day-of — the next major version after v0.19 Quicksilver); pull 11 (2026-08-03) adds a **Hermes Agent 0.19.1 GitHub bug report** (NousResearch issues/77000, 2026-08-02, score 0.790, "gpt-5.6-luna + opencode-go") confirming patch-version activity on the v0.19.x track between the v0.19 Quicksilver release and the v0.20.0 release; Tavily answer text on the Hermes/M3 lane was partially fabricated ("release date of June 1, 2026") and should be ignored — the underlying GitHub issue URL is the credible signal | 2026-07-25 | 2026-08-03 | source-backed | hackernews, web-search | 10 | active | [Tavily: Hermes v0.19 Quicksilver + MCP revision 2026-07-27](/sources/web-search.md); [Tavily: hermes-agent configuration.md + api-server.md + MyClaw 2026-07-29](/sources/web-search.md#2026-07-29-1803-pull); [Tavily: api-server.md API_SERVER_KEY break + Hermes Atlas state report 2026-07-30](/sources/web-search.md#2026-07-30-1804-pull); [Tavily: Hermes Agent 0.19.1 GitHub bug report 2026-08-03](/sources/web-search.md#2026-08-03-1808-pull); [HN: Hermes Agent v0.20.0 release 2026-08-03](/sources/hackernews.md) | | `openwiki-brand` | `langchain-ai/openwiki` (96 pts) — same product family as Robin's OpenWiki; high-engagement on HN | 2026-07-16 | 2026-07-16 | source-backed | hackernews | 1 (+ 2 adjacent wrappers) | watchlist | [HN: openwiki cluster](/sources/hackernews.md#openwiki-brand-signal) | + | `agent-memory-architecture` | Shared agent-memory architecture using Karpathy's LLM Wiki + Google's Open Knowledge Format (OKF) + MCP — let "every Local AI share ONE permanent memory"; this 2026-07-29 Tavily pull adds four more corroborated sources (Hackernoon Moorcheh.ai "Agent Memory Has a Lock-In Problem. Open Formats Are How We Fix It." with diffability / reviewability / auditability framing; Towards Data Science "Usage-Reinforced Decay Engine for AI Agent Memory" using Ebbinghaus forgetting curve; The Register / MinIO AIStor Memory for long-running multi-step workflows; HPCwire Exabase M-1 BEAM benchmark numbers 76.9% / 75.0% / 68.0% at 100K/1M/10M tokens) on top of the prior HN + Tavily sources; the Hackernoon piece is the strongest OpenWiki-aligning source yet; pull 7 (2026-07-30) adds arXiv 2607.24759v1 "A Templated Substrate for Heterogeneous Collaborative" + rohitg00 LLM Wiki v2 (extending Karpathy's LLM Wiki pattern with lessons from building agentmemory) + Pi `@zosmaai/pi-llm-wiki` package + MinIO AIStor Memory (HPCwire 2026-07-29 + SiliconANGLE 2026-07-30); pull 11 (2026-08-03) adds **akitaonrails/ai-memory `docs/research-karpathy-llm-wiki.md`** (GitHub 2026-07-28, score 0.601) — a third-party research write-up of the Karpathy LLM Wiki pattern — bringing the cluster to 15+ distinct sources; **2026-08-13 HN pull** adds item `49286073` "Show HN: MCP Memory – Fast Agent Memory Using Google's OKF and SQLite FTS5" (46 pts, 22 cmts, github.com/fellowgeek/mcp-memory) — **the first HN item since the 2026-07-16 `langchain-ai/openwiki` brand signal to explicitly name Google's OKF frontmatter** (the same schema OpenWiki uses at `/index.md` frontmatter `okf_version: "0.1"` and across every concept page's per-page frontmatter), paired with an MCP-server delivery channel that touches the 2026-07-28 MCP-protocol revision watchlist already feeding [`hermes-agent-v0-19-quicksilver`](/sources/hackernews.md) Evidence cell — direct corroboration of the OKF+memory schema pattern rather than a new theme; **2026-08-31 HN pull** adds item `49511007` "Launch HN: Almanac (YC S26) – AI that knows your company" (21 pts top+best + 22 cmts, https://usealmanac.com/ — YC S26 launch) — **first shipped-product evidence of the wikis-as-agent-memory-substrate pattern** (every prior source on the row is either a substrate-pattern essay, an open-source library, a research write-up, or a benchmark; Almanac is the first YC S26 launch that operationalizes the pattern as a hosted product with personal + company wikis + cross-source connectors (Gmail, Calendar, Granola, PostHog) + pre-compiled knowledge layer + long-horizon task tracking + proactive background-worker agents — the same architectural pattern as OpenWiki's 7-connector cron pipeline + OKF frontmatter + `/commitments.md` long-horizon tracking + `~/.openwiki/wiki` local markdown substrate); surfaced via Algolia `organoid` + `3Brain` substring-noise duplicate (the word "brain" appears 4+ times in the launch text). Refresh anchor: 2026-08-13 → 2026-08-31; Evidence count 16+ → 17+; row confidence stays `source-backed` (the row was already corroborated by 16+ sources before the Almanac refresh; the new refresh adds shipped-product evidence without changing the row's structural framing) | 2026-07-26 | 2026-08-31 | source-backed | hackernews, web-search | 17+ | active | [HN: 49059959, 49059889, 49060215](/sources/hackernews.md); [HN: MCP Memory using Google's OKF 2026-08-13](/sources/hackernews.md#agent-memory-architecture-refreshed-this-run); [HN: Almanac (YC S26) – AI that knows your company 2026-08-31](/sources/hackernews.md#latest-update--2026-08-31-1800-utc); [Tavily: LLM Wiki + OKF cluster 2026-07-28](/sources/web-search.md); [Tavily: Moorcheh.ai + TDS + MinIO + Exabase cluster 2026-07-29](/sources/web-search.md#2026-07-29-1803-pull); [Tavily: arXiv 2607.24759v1 + LLM Wiki v2 + Pi pi-llm-wiki + MinIO AIStor 2026-07-30](/sources/web-search.md#2026-07-30-1804-pull); [Tavily: akitaonrails/ai-memory research write-up 2026-08-03](/sources/web-search.md#2026-08-03-1808-pull) | ## Notes diff --git a/themes/03-ai-agents.md b/themes/03-ai-agents.md index da87332..8f932b1 100644 --- a/themes/03-ai-agents.md +++ b/themes/03-ai-agents.md @@ -119,6 +119,7 @@ The architecture shows three agent surfaces sharing the OpenWiki memory substrat - **`agent-memory-architecture` theme row** on [`/themes.md`](/themes.md) — clusters Karpathy LLM Wiki + Google OKF + MCP + verginglabs.com "A Markdown wiki outscored every AI agent memory product we benchmarked" (HN `49156055`, 2 pts, watchlist). 17+ distinct sources on the shared-agent-memory pattern. OpenWiki aligns with this lane (Open Knowledge Format front-matter is the structural backbone). - **`Almanac (YC S26) – AI that knows your company`** — Launch HN `49511007` 2026-08-31 (21 pts + 22 cmts, https://usealmanac.com/). **First shipped-product evidence on the `agent-memory-architecture` row**: builds personal + company wikis as the agent's primary memory substrate, pulls from Gmail / Calendar / Granola / PostHog, runs a pre-compiled knowledge layer, tracks long-horizon tasks in an "ongoing projects" section, and activates proactive background workers. Founders are IIT-EE + Harvard grads (Kushagra / Rohan / Divit); the Harvard capstone thesis became the pre-compilation layer. Architecturally parallel to OpenWiki (local markdown wiki + 7-connector cron pipeline + `/commitments.md` long-horizon tracking + OKF frontmatter), but as a hosted SaaS product rather than a local-first knowledge base. Surfaced via the 2026-08-31 Algolia `organoid` + `3Brain` substring-noise duplicate. Promoted: `agent-memory-architecture` row Last seen 2026-08-13 → 2026-08-31; Evidence count 16+ → 17+. **Not on Robin's named stack** — Almanac is a hosted SaaS competitor to OpenWiki, not a tool Robin uses. Track as a competitive-parallel signal; do not adopt unless the cross-source connector model proves compelling. +- **`Show HN: Running 104GB Qwen3.8-Flash-Next on 48GB Mac with at ~12 tok/s`** — HN `49524447` 2026-09-01 (36 pts top + 34 cmts, by `carloslfu`, https://github.com/carloslfu/slotstream — Show HN local-LLM deployment of Qwen3.8-Flash-Next on a 48GB Mac via the slotstream project). **12th entry in the open-weight-LLM cluster** of the 2026-08-07 streak; the cluster now totals ~3,354+ pts across 12 items in 10 pulls over 13 days — the **strongest sustained engagement cluster of the entire 2026-08-07 streak**. The Qwen3.8-Flash-Next-on-Mac item corroborates the `MiniMax-m3` row's open-weight comparison anchor + the unsloth/MiniMax-M3-GGUF local-LLM run path; **promoted** — `MiniMax-m3` row description refresh to mention the 12-item cluster; the **0.94 cmts-to-upvote ratio** indicates substantive technical discussion rather than passive upvote stream. **Adjacent to Robin's named stack** — Qwen is not on Robin's named stack (Hermes / MiniMax-M3+H3 / OpenWiki / RAGFlow / NocoDB / SeaFile / Codex CLI are the named agents) but the 48GB-Mac 12 tok/s deployment pattern is relevant to Robin's potential future local-LLM runs alongside unsloth/MiniMax-M3-GGUF. - **Tavily / Hermes / MiniMax-M3 lane** — Tavily answer text on this lane is **partially fabricated** (e.g. Tavily claimed a "release date of June 1, 2026" for Hermes v0.19 Quicksilver; the actual release is 2026-07-25 per Nous Research). Trust underlying URLs + GitHub release tags; ignore Tavily answer text. ## Cross-cutting relationships