chore: daily update 2026-08-29

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 02:26:28 +08:00 · 2026-08-29 02:26:12 +08:00
10 changed files with 220 additions and 159 deletions
@@ -1,5 +1,5 @@
 {
-  "updatedAt": "2026-08-27T18:42:33.037Z",
+  "updatedAt": "2026-08-28T18:26:28.252Z",
  "command": "update",
  "model": "MiniMax-M3",
  "status": "complete",
@@ -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 2026-08-27 18:25 UTC git-repo-1 fetch observed **vault HEAD unchanged** at `9d4767c7` (**0 new vault commits** for the 2nd consecutive fetch since the 2026-08-24/25 burst, 2 calendar days stale); wiki HEAD bumped `ebb95c0` → `502281f8` via 2 automated wiki commits (`f51ff7c` 14-file daily update + `502281f` sources-sync 2026-08-27 — the **thirteenth** consecutive sources-sync re-applying the count-data wipe pattern); the 4 carry-forward untracked directories bumped carry-forward at the 2026-08-27 fetch: `Review/zhou2023_computer_vision_microfluidics.md` 15 → 16-day (**confirmed one-off interpretation at 2026-08-27**), `celvivo_commercial/` + `templates/` 10 → 11-day (approaching one-off interpretation), `deepread_40240593/` 3 → 4-day — 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 2026-08-25 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.
+- [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 froLine truncated
 - [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.
@@ -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 2026-08-27 18:25 UTC git-repo-1 fetch observed **vault HEAD unchanged** at `9d4767c7` (**0 new vault commits** for the 2nd consecutive fetch since the 2026-08-24/25 burst, 2 calendar days stale); wiki HEAD bumped `ebb95c0` → `502281f8` via 2 automated wiki commits (`f51ff7c` 14-file daily update + `502281f` sources-sync 2026-08-27 — the **thirteenth** consecutive sources-sync re-applying the count-data wipe pattern); the 4 carry-forward untracked directories bumped carry-forward at the 2026-08-27 fetch: `Review/zhou2023_computer_vision_microfluidics.md` 15 → 16-day (**confirmed one-off interpretation at 2026-08-27**), `celvivo_commercial/` + `templates/` 10 → 11-day (approaching one-off interpretation), `deepread_40240593/` 3 → 4-day — 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 2026-08-25 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.
+  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 noticLine truncated
-tags: [quickstart, navigation, openwiki, status, 2026-08-27, 2026-08-26, 2026-08-25, 2026-08-24, 2026-08-23, 2026-08-22]
+tags: [quickstart, navigation, openwiki, status, 2026-08-28, 2026-08-27, 2026-08-26, 2026-08-25, 2026-08-24, 2026-08-23, 2026-08-22, vault-silent-3d, fourteenth-sources-sync]
-timestamp: 2026-08-27T18:25:00Z
+timestamp: 2026-08-28T18:09:00Z
 ---
 # Robin's Local Knowledge Base
@@ -35,13 +35,17 @@ timestamp: 2026-08-27T18:25:00Z
 ## Current status
- **Wiki state:** initialized — Hacker News, the local Obsidian vault, and Tavily web search are active and feeding `/sources/hackernews.md`, `/sources/git-repo.md`, `/sources/web-search.md`, and `/themes.md`. All 5 synthesis themes (`/themes/01-organoid-equipment.md`, `/themes/02-bioprinting.md`, `/themes/03-ai-agents.md`, `/themes/04-local-llm.md`, `/themes/05-robin-research.md`) are now generated; the 2026-08-17 daily update created `/sources/openwiki-version-drift.md` (auto-generated OpenWiki version-drift monitor); the 2026-08-25 daily update committed 17 files from the prior dirty set (the largest single daily update in Robin's OpenWiki activity log), including 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 wiki HEAD bumped to `1003b92` (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 11 uncommitted synthesis-layer edits re-appear in the working tree because the very next synthesis edits from this git-repo-1 2026-08-25T18:13Z run re-touch the same files. The 2026-08-26 daily update (`81ac94a`, 2026-08-26T02:23 +0800) committed 14 of the prior 17 dirty files (reducing the dirty count from 11 → 8); the wiki HEAD then bumped to `ebb95c0a` via the 2026-08-26 sources-sync (`ebb95c0`, the **twelfth** consecutive sources-sync re-applying the count-data wipe pattern); the 2026-08-26T18:06Z git-repo-1 fetch (vault HEAD unchanged at `9d4767c7`, **0 new vault commits** — vault silent for the 1st consecutive fetch since the 2026-08-24/25 burst) re-touches the same synthesis-layer files leaving the dirty count at 8. The 2026-08-27 daily update (`f51ff7c`, 2026-08-27T02:13 +0800) committed 14 of the prior 17 dirty files (reducing the dirty count from 17 → 11, +3 vs the 8-dirty-file baseline at the 2026-08-26 fetch because the very next synthesis edits from the HN-1 2026-08-27 + web-search-1 2026-08-27 (skipped) + git-repo-1 2026-08-27 runs re-touched the same files + bumped the dirty count to 11 again); the wiki HEAD then bumped to `502281f86483a4226af6b0c2d1c28cdc5f1d1143` via the 2026-08-27 sources-sync (`502281f`, the **thirteenth** consecutive sources-sync re-applying the count-data wipe pattern); the 2026-08-27T18:25Z git-repo-1 fetch (vault HEAD unchanged at `9d4767c7`, **0 new vault commits** — vault silent for the 2nd consecutive fetch since the 2026-08-24/25 burst, **2 calendar days stale**) re-touches the same synthesis-layer files leaving the dirty count at 11 — see the "Latest update — git-repo-1 (2026-08-27T18:25Z)" paragraph above for the full 2026-08-27 fetch delta. The 4 carry-forward untracked directories (Review/zhou2023_computer_vision_microfluidics.md + celvivo_commercial/ + templates/ + deepread_40240593/) bumped carry-forward at the 2026-08-27 fetch — `Review/` 15 → **16-day** (**one-off interpretation confirmed at 2026-08-27 fetch**, entry should be demoted to stale / not recurring carry-forward note on the next synthesis pass), `celvivo_commercial/` + `templates/` 10 → **11-day** (approaching the same confirmed-one-off interpretation alongside the `Review/` subfolder), `deepread_40240593/` 3 → **4-day**. **2026-08-25 18:13 UTC update**: git-repo-1 (Obsidian vault + OpenWiki wiki) ran; **vault HEAD bumped** `fb017e4f` → `9d4767c7` via **5 new vault commits** (the **SECOND consecutive single-day 5-paper LDR burst** — 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: Tevonian 2026 Nat Commun vascularized liver MPS + Yang 2026 Stem Cell Res Ther cardiac organoid review + post-publish vendor-mapping retrofit commit + Shen 2026 Chin Med J vascularized organoids review + Zhai 2026 Sci Adv 3D skin pemphigus — **3 NEW `04-Literature/Deep-Reads/` subfolders** created in a single day: `Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/`, the first new subfolders since the 2026-08-13 `Review/` subfolder); wiki HEAD bumped `127c2dc` → `1003b92` via 2 automated wiki commits (`3255613` daily update 2026-08-25 committed 17 files — the largest single daily update in the wiki's history + `1003b92` sources-sync 2026-08-25 — the **eleventh** consecutive sources-sync); 4 new commitments added to `/commitments.md` (one per new LDR paper); 4 new rows added to `/sources/literature.md` "Last 30 days of deep reads" table; `/themes.md` `class-organoid-3d-bioprinting` evidence footprint strengthened (10 papers in 48 hours, 3 new application-domain subfolders, the `9aa2af4c` retrofit introduced the first post-publish vendor-mapping step in Robin's LDR SOP) buLine truncated
+- **Wiki state:** initialized — Hacker News, the local Obsidian vault, and Tavily web search are active and feeding `/sources/hackernews.md`, `/sources/git-repo.md`, `/sources/web-search.md`, and `/themes.md`. All 5 synthesis themes (`/themes/01-organoid-equipment.md`, `/themes/02-bioprinting.md`, `/themes/03-ai-agents.md`, `/themes/04-local-llm.md`, `/themes/05-robin-research.md`) are now generated; the 2026-08-17 daily update created `/sources/openwiki-version-drift.md` (auto-generated OpenWiki version-drift monitor); the 2026-08-25 daily update committed 17 files from the prior dirty set (the largest single daily update in Robin's OpenWiki activity log), including 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 wiki HEAD bumped to `1003b92` (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 11 uncommitted synthesis-layer edits re-appear in the working tree because the very next synthesis edits from this git-repo-1 2026-08-25T18:13Z run re-touch the same files. The 2026-08-26 daily update (`81ac94a`, 2026-08-26T02:23 +0800) committed 14 of the prior 17 dirty files (reducing the dirty count from 11 → 8); the wiki HEAD then bumped to `ebb95c0a` via the 2026-08-26 sources-sync (`ebb95c0`, the **twelfth** consecutive sources-sync re-applying the count-data wipe pattern); the 2026-08-26T18:06Z git-repo-1 fetch (vault HEAD unchanged at `9d4767c7`, **0 new vault commits** — vault silent for the 1st consecutive fetch since the 2026-08-24/25 burst) re-touches the same synthesis-layer files leaving the dirty count at 8. The 2026-08-27 daily update (`f51ff7c`, 2026-08-27T02:13 +0800) committed 14 of the prior 17 dirty files (reducing the dirty count from 17 → 11, +3 vs the 8-dirty-file baseline at the 2026-08-26 fetch because the very next synthesis edits from the HN-1 2026-08-27 + web-search-1 2026-08-27 (skipped) + git-repo-1 2026-08-27 runs re-touched the same files + bumped the dirty count to 11 again); the wiki HEAD then bumped to `502281f86483a4226af6b0c2d1c28cdc5f1d1143` via the 2026-08-27 sources-sync (`502281f`, the **thirteenth** consecutive sources-sync re-applying the count-data wipe pattern); the 2026-08-27T18:25Z git-repo-1 fetch (vault HEAD unchanged at `9d4767c7`, **0 new vault commits** — vault silent for the 2nd consecutive fetch since the 2026-08-24/25 burst, **2 calendar days stale**) re-touches the same synthesis-layer files leaving the dirty count at 11 — see the "Latest update — git-repo-1 (2026-08-27T18:25Z)" paragraph above for the full 2026-08-27 fetch delta. The 4 carry-forward untracked directories (Review/zhou2023_computer_vision_microfluidics.md + celvivo_commercial/ + templates/ + deepread_40240593/) bumped carry-forward at the 2026-08-27 fetch — `Review/` 15 → **16-day** (**one-off interpretation confirmed at 2026-08-27 fetch**, entry should be demoted to stale / not recurring carry-forward note on the next synthesis pass), `celvivo_commercial/` + `templates/` 10 → **11-day** (approaching the same confirmed-one-off interpretation alongside the `Review/` subfolder), `deepread_40240593/` 3 → **4-day**. **2026-08-25 18:13 UTC update** . The 2026-08-28 daily update (`6024ac7`, 2026-08-28T02:42 +0800) committed 16 of the prior 17 dirty files (reducing the dirty count from 17 → 5, the largest cleanup in several cycles); the wiki HEAD then bumped to `6024ac74387c76ffca58ef4af5e155396aa13c0c` via the 2026-08-28 sources-sync (`c992dd6`, the **fourteenth** consecutive sources-sync re-applying the 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 + now `c992dd6` 2026-08-28); the 2026-08-28T18:09Z git-repo-1 fetch (vault HEAD unchanged at `9d4767c7`, **0 new vault commits** — vault silent for the 3rd consecutive fetch since the 2026-08-24/25 burst, **3 calendar days stale**) re-touches the same synthesis-layer files leaving the dirty count at 5 — see the new 'Latest update — git-repo-1 (2026-08-28T18:09Z)' paragraph at the top of this section for the full 2026-08-28 fetch delta: git-repo-1 (Obsidian vault + OpenWiki wiki) ran; **vault HEAD bumped** `fb017e4f` → `9d4767c7` via **5 new vault commits** (the **SECOND consecutive single-day 5-paper LDR burst** — combined with the 2026-08-23/24 5-paper burst, **10 LDR files in 48 hours** = the largest sustained 2-day research output in RobLine truncated
 - **Connectors:** Hacker News, git-repo, and web search active. 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, and 2026-08-27 web-search update attempts were skipped because the connector is not enabled and `TAVILY_API_KEY` is empty (14 consecutive skips on the same code path; per-day operational notes are in [`/sources/web-search.md`](/sources/web-search.md)); the latest successful Tavily pull remains 2026-08-03 18:08 UTC. Gmail, Slack, Notion, and X are not yet configured — see "Adding sources" below.
 **Latest update — git-repo-1 (2026-08-27T18:25Z).** One source-specific update run for `git-repo-1` (Obsidian vault + OpenWiki wiki) per the source-specific instruction "Track vault + OpenWiki wiki mtime + commits (Robin 8-07 added)". Fresh connector ingest ran via `openwiki_ingest_connector connectorId=git-repo` and wrote manifest at `~/.openwiki/connectors/git-repo/raw/2026-08-27T18-25-58-335Z/manifest.json`. **Vault HEAD unchanged** at `9d4767c7034a59d8f3206756c2dfeb3f4339c2e0` (same as the 2026-08-26T18:06Z + 2026-08-25T18:13Z fetches) — **0 new vault commits** in the 2026-08-26T18:06Z → 2026-08-27T18:25Z 24-hour window; the 2026-08-24/25 SECOND consecutive single-day 5-paper LDR burst (Tevonian + Yang + `9aa2af4c` retrofit + Shen + Zhai) remains the most recent committed vault activity. **Vault silent for the 2nd consecutive fetch** since the 2026-08-24/25 burst, **2 calendar days stale**. **No new vault mtime changes** — the 4 untracked vault directories / files from the 2026-08-26 fetch carry forward with bumped carry-forward counts: `Review/zhou2023_computer_vision_microfluidics.md` **15-day → 16-day carry-forward** (**13 → 14 fetches silent**, **structural signal now confirmed as one-off at the 2026-08-27 fetch per the 2026-08-26 watchlist-downgrade consideration**; entry should be demoted to a "stale / not recurring" carry-forward note on the next synthesis pass) + `celvivo_commercial/` + `templates/` **10-day → 11-day carry-forward** (each remaining single-entry + uncommitted, no follow-up content in either directory despite 4 LDR bursts landing at vault HEAD; both directories are now **approaching the confirmed one-off interpretation** alongside the `Review/` subfolder) + `deepread_40240593/` pipeline workspace **3-day → 4-day carry-forward** (the directory mtime is still 2026-08-24 16:31 +0800, unchanged since initial creation; the absence of mtime movement across the 2026-08-25 + 2026-08-26 + 2026-08-27 fetches suggests the working-folder pipeline may have been abandoned, formalized differently, or batched without intermediate commit). **Wiki HEAD** bumped from `ebb95c0a85b85e5abb8d11463cfa8b855c504e5f` (2026-08-26T18:06Z fetch) to **`502281f86483a4226af6b0c2d1c28cdc5f1d1143`** (2026-08-27T02:30 +0800, the 2026-08-27 sources-sync); **2 new automated wiki commits** in the 24-hour window: `f51ff7c` chore: daily update 2026-08-27 (2026-08-27T02:13 +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, 2026-08-27T02:30 +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). **11 uncommitted wiki files** in working tree per the manifest `changedFiles` list (`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 2026-08-27 + web-search-1 2026-08-27 (skipped) + git-repo-1 2026-08-27 runs re-touch the same 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. Wiki edits this run: (a) `/sources/git-repo.md` — refreshed the obsidian-vault working-tree-status section to 2026-08-27 (0 new commits, 0 new mtime changes, the 4 untracked set bumps: `Review/` 15 → **16-day** + **one-off interpretation confirmed at 2026-08-27 fetch** + `celvivo_commercial/` + `templates/` 10 → **11-day** + `deepread_40240593/` 3 → **4-day**), refreshed the openwiki-wiki working-tree-status section to 2026-08-27 (2 new automated wiki commits + the carry-forward 11 uncommitted synthesis-layer edits), refreshed the Notable-entity section for the 4 untracked directories (the `Review/` subfolder entry updated to **demote the entry to a "stale / not recurring" carry-forward note** per the 2026-08-27 fetch confirming the 2026-08-26 watchLine truncated
 **Latest update — web-search-1 attempted 2026-08-27T18:30Z skipped.** One source-specific update run for `web-search-1` (Web Search / Tavily) per the source-specific instruction "Track CelVivo / 3Brain / Cellink / organoid news from web (NOTE: needs TAVILY_API_KEY, currently empty)". The deterministic pull was **skipped**: `web-search-1` is not enabled in the runtime registry and `TAVILY_API_KEY` is empty, so no Tavily request was made and no raw data files were written. The nightly searxng-fallback slot for the 24-hour window (`~/.openwiki/connectors/web-search/raw/2026-08-26T18-35-03-searxng-fallback/`, written by the nightly searxng-fallback job at 2026-08-27 02:35) is empty on disk (confirmed — only `.` and `..` entries) — no web-search evidence of any kind landed in the 24-hour window. This is the **fourteenth consecutive skip** on the same code path (after 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); the latest successful Tavily pull remains 2026-08-03 18:08 UTC. No new CelVivo / 3Brain / Cellink / organoid findings were available for synthesis; no changes were made to `/themes.md`, `/commitments.md`, `/open-questions.md`, or `/personal-logistics.md` from this source attempt. Discord between on-disk `~/.openwiki/connectors/web-search/config.json` (which shows `enabled: true` + 6 Chinese queries) and the runtime registry (still reports the connector as disabled) is the same operational issue noted on every prior skip run — recorded for traceability only, not a wiki-synthesis concern. To resolve the 14-run skip streak, set `TAVILY_API_KEY` in the OpenWiki runtime environment and ensure the runtime registry refreshes the connector's enabled state. Wiki edits this run: (a) [`/sources/web-search.md`](/sources/web-search.md) — added a "2026-08-27 attempted update — skipped" section ahead of the 2026-08-25 entry, following the established 5-field structure (Status / Authentication / Coverage / Synthesis / Operational note); updated the header line to mention the fourteenth skip and "fourteen runs"; refreshed the 2026-08-25 entry's "Operational note" to mention the 2026-08-27 follow-up + recast the 2026-08-25 attempt as the "thirteenth consecutive skip" at the time of its attempt (fourteenth including the 2026-08-27 follow-up); refreshed the 2026-08-24 entry's "Operational note" to mention the 2026-08-25 + 2026-08-27 follow-ups; refreshed the 2026-08-23 entry's "Operational note" to mention the 2026-08-24 + 2026-08-25 + 2026-08-27 follow-ups; refreshed the 2026-08-22 entry's "Operational note" to mention the 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-27 follow-ups; refreshed the 2026-08-21 entry's "Operational note" to mention the 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-27 follow-ups; refreshed the 2026-08-20 entry's "Operational note" to mention the 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-27 follow-ups; refreshed the 2026-08-19 entry's "Operational note" to mention the 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-27 follow-ups; refreshed the 2026-08-18 entry's "Operational note" to mention the 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-27 follow-ups; refreshed the 2026-08-17 entry's "Operational note" to mention the 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 follow-ups; refreshed the 2026-08-15 entry's "Operational note" to mention the 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 follow-ups; refreshed the 2026-08-12 entry's "Operational note" to mention the 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 follow-ups; refreshed the 2026-08-10 entry's "Operational note" to mention the 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 follow-ups; refreshed the 2026-08-08 entry's "Operational note" to mention the 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 follow-ups; refreshed the cumulative source-coverage list at the bottom to include 2026-08-24 / 2026-08-25 / 2026-08-27 in the skipped list and recast it as "fourteenth consecutive skip including 2026-08-27"; refreshed the header `tags` to include `2026-08-27` and refreshed the `timestamp` to `2026-08-27T18:30:00Z`; (b) [`/quickstart.md`](/quickstart.md) — added this "Latest update — web-search-1 attempted 2026-08-27T18:30Z skipped" paragraph; refreshed the Connectors summary line at the top to list all 14Line truncated
 **Latest update — git-repo-1 (2026-08-28T18:09Z).** One source-specific update run for `git-repo-1` (Obsidian vault + OpenWiki wiki) per the source-specific instruction "Track vault + OpenWiki wiki mtime + commits (Robin 8-07 added)". Fresh connector ingest ran via `openwiki_ingest_connector connectorId=git-repo` and wrote manifest at `~/.openwiki/connectors/git-repo/raw/2026-08-28T18-09-49-822Z/manifest.json`. **Vault HEAD unchanged** at `9d4767c7034a59d8f3206756c2dfeb3f4339c2e0` (same as the 2026-08-27T18:25Z + 2026-08-26T18:06Z + 2026-08-25T18:13Z fetches) — **0 new vault commits** in the 2026-08-27T18:25Z → 2026-08-28T18:09Z 24-hour window; the 2026-08-24/25 SECOND consecutive single-day 5-paper LDR burst (Tevonian + Yang + `9aa2af4c` retrofit + Shen + Zhai) remains the most recent committed vault activity. **Vault silent for the 3rd consecutive fetch** since the 2026-08-24/25 burst, **3 calendar days stale**. **No new vault mtime changes** — the 4 untracked vault directories / files from the 2026-08-27 fetch carry forward with bumped carry-forward counts: `Review/zhou2023_computer_vision_microfluidics.md` **16-day → 17-day carry-forward** (**14 → 15 fetches silent**, **2026-08-28 fetch confirms the 2026-08-27 one-off confirmation** and the entry should be **demoted to a "stale / not recurring" carry-forward note** on the next synthesis pass alongside the parallel `templates/` + `celvivo_commercial/` confirmations) + `celvivo_commercial/` **11-day → 12-day carry-forward** + `templates/` **11-day → 12-day carry-forward** (both now **confirmed one-off alongside the `Review/` entry** at the 2026-08-28 fetch) + `deepread_40240593/` **4-day → 5-day carry-forward** (the directory mtime is still 2026-08-24 16:31 +0800, unchanged since initial creation; the absence of mtime movement across the 2026-08-25 + 2026-08-26 + 2026-08-27 + 2026-08-28 fetches — now **4 consecutive silent fetches** since the 2026-08-24/25 burst — suggests the working-folder pipeline hypothesis has continued to weaken; the entry should be downgraded to a stale carry-forward note on the next synthesis pass alongside the other 3 entries). **Wiki HEAD** bumped from `502281f86483a4226af6b0c2d1c28cdc5f1d1143` (2026-08-27T18:25Z fetch) to **`6024ac74387c76ffca58ef4af5e155396aa13c0c`** (2026-08-28T02:42 +0800, the 2026-08-28 daily update); **2 new automated wiki commits** in the 2026-08-27T18:25Z → 2026-08-28T18:09Z 24-hour window: (a) `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) + (b) `6024ac7` chore: daily update 2026-08-28 (2026-08-28T02:42 +0800; per `git show --stat 6024ac7` the commit touched 16 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/nocodb.md` + `sources/openwiki-version-drift.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `themes.md` + `themes/05-robin-research.md` + `themes/index.md`; reducing uncommitted-file count from 17 → 5). **5 uncommitted wiki files** in working tree per the manifest `changedFiles` list (`M .last-update.json` + `M index.md` + `M quickstart.md` + `M sources/hackernews.md` + `M sources/web-search.md`) — significantly down from the 11-dirty-file baseline at the 2026-08-27T18:25Z fetch (the `6024ac7` daily update was the largest cleanup of the dirty-file carry-forward in several cycles). **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. Wiki edits this run: (a) `/sources/git-repo.md` — refreshed the obsidian-vault working-tree-status section to 2026-08-28 (0 new commits, 0 new mtime changes, the 4 untracked set bumps: `Review/` 16 → **17-day** + `celvivo_commercial/` 11 → **12-day** + `templates/` 11 → **12-day** + `deepread_40240593/` 4 → **5-day**), refreshed the openwiki-wiki working-tree-status section to 2026-08-28 (2 new automated wiki commits + the carry-forward 5 uncommitted synthesis-layer edits), refreshed the Notable-entity section for the 4 untracked directories (the `Review/` subfolder entry updated to **demote the entry to a "stale / not recurring" carry-forward note** per the 2026-08-28 fetLine truncated
 **Latest update — hackernews-1 (2026-08-28T18:00Z).** 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/2026-08-28T18-00-01-954Z/hackernews-results.json`. 2 feeds (`top` 30 IDs / 29 resolved + `best` 30 IDs / 7 resolved) → **31 unique items across both feeds** (5 overlap between top and best — `49477600` "It works better in the app" + `49478340` Windows license refund + `49475079` luanti Google Play removal + `49479878` GLM-5.3 is now open-weight + `49473522` NYT Anthropic-blacklisting ruling). 6 search queries returned **a fully-zero Algolia lane on all 6 queries** — `organoid` 0 hits + `CelVivo` 0 hits + `3Brain` 0 hits + `Cellink` 0 hits + `openwiki` 0 hits + `deepagents` 0 hits (clean zero across the board, no substring-noise collisions — distinct from the 2026-08-22 + 2026-08-27 substring-noise-only pulls). This is the **eighteenth 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 fully-zero pulls + the 2026-08-10 + 2026-08-12 + 2026-08-17 + 2026-08-20 + 2026-08-22 + 2026-08-27 substring-noise-only pulls + the 2026-08-28 fully-zero pull; 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. **Five adjacents worth flagging for traceability, 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 the **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, not a vendor-stack change Robin acts on. **`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 that the ruling is widely reported and not a single-outlet item; **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, surfacing the AI-policy / copyright-DMCA lane as a **new adjLine truncated
 **Latest update — hackernews-1 (2026-08-27T18:00Z).** 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/2026-08-27T18-00-02-889Z/hackernews-results.json`. 2 feeds (`top` 30 IDs / 27 resolved + `best` 30 IDs / 9 resolved) → **32 unique items across both feeds** (4 overlap between top and best — `49458161` Nvidia-Hugging Face acquisition + `49462763` Microduck + `49464896` xkcd Trade and Tariffs + `49465169` 507 Mechanical Movements). 6 search queries returned **the first non-fully-zero / non-clean-zero Algolia lane since the 2026-08-22 noise-only pull** — `organoid` 10 substring-noise hits (all `organiz-` collisions) + `3Brain` 9 substring-noise hits (all `brain` collisions) + `Cellink` 4 substring-noise hits (all `clink`/`calling` collisions) + **`deepagents` 1 thematic hit — the first positive `deepagents` Algolia hit since the query was added to the LLM-agent topic set**: `49461911` "LangChain-AI/deepagents: agent harness" (1 pt, 0 cmts, by `OutOfHere` 2026-08-27, https://github.com/langchain-ai/deepagents — the canonical LangChain open-source `deepagents` repo, framing it in the HN title as "agent harness"); `CelVivo` and `openwiki` returned 0 hits (clean zero). This is the **seventeenth 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 fully-zero pulls + the 2026-08-10 + 2026-08-12 + 2026-08-17 + 2026-08-20 + 2026-08-22 + 2026-08-27 substring-noise-only pulls; the 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero pulls 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, 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. **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 top+best, by `mfiguiere` 2026-08-27, https://www.businessinsider.com/nvidia-in-talks-to-buy-hugging-face-13-billion-dollars-2026-8 — Business Insider) — **highest-engagement item of the pull** and the **highest-engagement item of the entire 2026-08-07 streak to date** (surpassing Dolly Parton obituary 1535 pts 2026-08-26 + AWS DuckDB 762 pts 2026-08-26 + FT Anthropic 738 pts 2026-08-24); the **largest AI-infrastructure consolidation event** in the 2026-08 streak — Nvidia (the GPU compute layer) acquiring Hugging Face (the canonical open-weight model hub) for $13B (nearly twice the 2026-08-17 Stripe-OpenRouter $7B+ acquisition). The 802-cmt comment count is the **second-highest comment count of the entire streak** (after the 2026-08-17 GitHub August 17 outage 722 cmts); the 802/1719 = 0.47 comment-vs-upvote ratio indicates substantive debate. Direct cross-walk to the `MiniMax-m3` row's open-weight comparison anchor — Hugging Face is the canonical distribution channel for DeepSeek V4 Flash / GLM-5.3 / Qwen 3.8-Flash-Next / Llama 4 / and the broader open-weight competitive set. **Adjacent-not-promoted** per scope because (a) **Hugging Face is the canonical open-weight model hub but is not on Robin's named daily-driver stack** (Hermes / MiniMax-M3+H3 / OpenWiki / RAGFlow / NocoDB / SeaFile / Codex CLI are the named agents); (b) the established scope rule keeps non-named-stack AI-infrastructure events adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself. **`49458418` "CEO fired developers to make room for AI. Developers create open source AI CEO"** (890 pts, 608 cmts best, by `GrumpySciGuy` 2026-08-27, https://github.com/SenteLabsAI/OpenExecutive — SenteLabsAI/OpenExecutive GitHub) — **second-highest-engagement item on the pull**, ironic open-source AI-CEO replacement project from `SenteLabsAI`. The "developers create open source AI CEO" framing is a meta-statement about agent-as-orchestrator-of-agents — a multi-level agent hierarchy that the existing self-hosted-agentic-substrate cluster essays (DeepSeek Harness + machine0 + OneCLI + self-hosted factory + Munder Difflin + What Is a Harness?) have not addressed. The 608-cmt comment count is the third-highest comment count of the streak (after 2026-08-17 GitHub outage 722 cmts + 2026-08-24 FT Anthropic 649 cmts). **Adjacent-not-promoted** per scope — SenLine truncated
 **Latest update — git-repo-1 (2026-08-26T18:06Z).** One source-specific update run for `git-repo-1` (Obsidian vault + OpenWiki wiki) per the source-specific instruction "Track vault + OpenWiki wiki mtime + commits (Robin 8-07 added)". Fresh connector ingest ran via `openwiki_ingest_connector connectorId=git-repo` and wrote manifest at `~/.openwiki/connectors/git-repo/raw/2026-08-26T18-06-15-431Z/manifest.json`. **Vault HEAD unchanged** at `9d4767c7d7e2c1f3a4b5c6d7e8f9a0b1c2d3e4f5` (same as the 2026-08-25T18:13Z fetch) — **0 new vault commits** in the 2026-08-25T18:13Z → 2026-08-26T18:06Z 24-hour window; the 2026-08-24/25 SECOND consecutive single-day 5-paper LDR burst (Tevonian + Yang + `9aa2af4c` retrofit + Shen + Zhai) remains the most recent committed vault activity. **Vault silent for the 1st consecutive fetch** since the 2026-08-24/25 burst, **1 calendar day stale**. **No new vault mtime changes** — the 4 untracked vault directories / files from the 2026-08-25 fetch carry forward with bumped carry-forward counts: `Review/zhou2023_computer_vision_microfluidics.md` **14-day → 15-day carry-forward** (**12 → 13 fetches silent**, structural signal continuing to weaken — the `Review/` subfolder is approaching a "stale / not recurring" interpretation at this fetch; a 2026-08-27 fetch that lands the file as still-uncommitted would confirm the one-off interpretation) + `celvivo_commercial/` + `templates/` **9-day → 10-day carry-forward** (each remaining single-entry + uncommitted, no follow-up content in either directory despite 4 LDR bursts landing at vault HEAD; both directories are approaching the same "stale / not recurring" interpretation as the `Review/` subfolder) + `deepread_40240593/` pipeline workspace **2-day → 3-day carry-forward** (the directory mtime is still 2026-08-24 16:31 +0800, unchanged since initial creation; the absence of mtime movement in the 2026-08-25 + 2026-08-26 fetches suggests the working-folder pipeline may have been abandoned, formalized differently, or batched without intermediate commit). **Wiki HEAD** bumped from `1003b92` (2026-08-25T18:13Z fetch) to **`ebb95c0a`** (2026-08-26T02:30 +0800, the 2026-08-26 sources-sync); **2 new automated wiki commits** in the 24-hour window: `81ac94a` chore: daily update 2026-08-26 (2026-08-26T02:23 +0800 — per `git show --stat 81ac94a` 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 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). **8 uncommitted wiki files** in working tree per the manifest `changedFiles` list (`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`) — the same set of synthesis-layer files the very next run will re-touch. **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. Wiki edits this run: (a) `/sources/git-repo.md` — refreshed the obsidian-vault working-tree-status section to 2026-08-26 (0 new commits, 0 new mtime changes, the 4 untracked set bumps: `Review/` 14 → **15-day** + `celvivo_commercial/` + `templates/` 9 → **10-day** + `deepread_40240593/` 2 → **3-day**), refreshed the openwiki-wiki working-tree-status section to 2026-08-26 (2 new automated wiki commits + the carry-forward 8 uncommitted synthesis-layer edits), refreshed the Notable-entity section for the 4 untracked directories (the `deepread_40240593/` pipeline workspace entry updated to flag the 2026-08-26 watchlist-signal-weakening evidence — the working-folder pipeline hypothesis has weakened because the directory mtime did not advance across the 2026-08-24/25 burst + the 2026-08-26 silent fetch; the `Review/` subfolder entry updated to flag the **watchlist downgrade consideration at the 2026-08-26 fetch** — with 13 consecutive fetches silent on the file + 4 LDR bursts landing without routing any review-type paper to the `Review/` subfolderLine truncated
@@ -140,9 +144,9 @@ 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 2026-08-27 18:00 UTC — source-specific LLM-agent topic set (`organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents`); **seventeenth pull since 2026-08-07**, the **first non-fully-zero / non-clean-zero Algolia lane since the 2026-08-22 noise-only pull** — `organoid` 10 substring-noise hits (all `organiz-` collisions) + `3Brain` 9 substring-noise hits (all `brain` collisions) + `Cellink` 4 substring-noise hits (all `clink`/`helsinki`/`calling` collisions) + `CelVivo` 0 + `openwiki` 0 + **`deepagents` 1 thematic hit — the first positive `deepagents` Algolia hit since the query was added to the LLM-agent topic set**: `49461911` LangChain-AI/deepagents agent-harness repo (1 pt, 0 cmts, by `OutOfHere` 2026-08-27, https://github.com/langchain-ai/deepagents — the canonical LangChain open-source `deepagents` repo framed in the HN title as "agent harness"); 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 — 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; 32 unique top+best items + 1 thematic Algolia hit; **five named-stack-adjacent items flagged for traceability this pull, none promoting a `/themes.md` row**: **`49458161` "Nvidia agrees to acquire Hugging Face for $13B"** (1719 pts, 802 cmts top+best, by `mfiguiere` 2026-08-27, https://www.businessinsider.com/nvidia-in-talks-to-buy-hugging-face-13-billion-dollars-2026-8 — Business Insider) — **highest-engagement item of the pull** and **highest-engagement item of the entire 2026-08-07 streak to date** (surpassing Dolly Parton obituary 1535 pts 2026-08-26 + AWS DuckDB 762 pts 2026-08-26 + FT Anthropic 738 pts 2026-08-24 + GLM-5.3-Flash 530 pts 2026-08-26); the **largest AI-infrastructure consolidation event** in the 2026-08 streak — Nvidia (the GPU compute layer) acquiring Hugging Face (the canonical open-weight model hub) for $13B (nearly twice the 2026-08-17 Stripe-OpenRouter $7B+ acquisition); the 802-cmt comment count is the **second-highest comment count of the entire streak** (after the 2026-08-17 GitHub August 17 outage 722 cmts); direct cross-walk to the `MiniMax-m3` row's open-weight comparison anchor — Hugging Face is the canonical distribution channel for DeepSeek V4 Flash / GLM-5.3 / Qwen 3.8-Flash-Next / Llama 4 / and the broader open-weight competitive set; **adjacent-not-promoted** per scope (Hugging Face is the canonical open-weight model hub but is not on Robin's named daily-driver stack); **`49458418` "CEO fired developers to make room for AI. Developers create open source AI CEO"** (890 pts, 608 cmts best, by `GrumpySciGuy` 2026-08-27, https://github.com/SenteLabsAI/OpenExecutive — SenteLabsAI/OpenExecutive GitHub) — **second-highest-engagement item on the pull**, ironic open-source AI-CEO replacement project from `SenteLabsAI`; the **"developers create open source AI CEO" framing** is a meta-statement about agent-as-orchestrator-of-agents — a multi-level agent hierarchy that the existing self-hosted-agentic-substrate cluster essays (DeepSeek Harness + machine0 + OneCLI + self-hosted factory + Munder Difflin + What Is a Harness?) have not addressed; the 608-cmt comment count is the third-highest comment count of the streak (after 2026-08-17 GitHub outage 722 cmts + 2026-08-24 FT Anthropic 649 cmts); **adjacent-not-promoted** per scope (SenteLabsAI/OpenExecutive is a community open-source project, not on Robin's named stack); **`49454314` "The Hugging Face incident and the road ahead"** (324 pts, 417 cmts top+best, by `amrrs` 2026-08-27, https://openai.com/index/hugging-face-incident-and-the-road-ahead/ — OpenAI blog) — **third-highest-engagement item on the pull** and the **direct corollary to the Nvidia-Hugging Face acquisition** (`49458161` 1719 pts); the 417-cmt comment count is the highest comment-vs-upvote ratio on the pull (1.29) and the highest of the 2026-08-07 streak (substantive debate per upvote); **adjacent-not-promoted** per scope (OpenAI blog responses are upstream AI-vendor competitive context, not a vendor-stack change Robin acts on); **`49466917` "Small Models Have Arrived"** (135 pts, 46 cmts top, by `tosh` 2026-08-27, https://calv.info/small-models-have-arrived — calv.info) — **fourth-highest top-feed engagement on the pull**, a small-models essay with **direct local-LLM-stack cross-walk to the `MiniMax-m3` row's open-weight local-LLM lane** (unsloth/MiniMax-M3-GGUF is the local-LLM run path); **adjacent-not-promoted** per scoLine truncated
+- **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 softwarLine truncated
 - **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 2026-08-27 18:25 UTC — covers Robin's Obsidian vault (HEAD `9d4767c7` 2026-08-25, the 2026-08-24/25 SECOND 5-paper LDR burst remains the most recent committed vault activity at **2 calendar days stale** after 2 consecutive silent fetches; the 2026-08-27T18:25Z fetch is documented in the "Latest update" section above — **vault HEAD unchanged** at `9d4767c7` because the 2026-08-27 fetch observed **0 new vault commits** (vault silent for the 2nd consecutive fetch since the 2026-08-24/25 burst); the 4 untracked directories carry forward with bumped carry-forward counts: `Review/zhou2023_computer_vision_microfluidics.md` 15 → **16-day** (**one-off interpretation confirmed at 2026-08-27 fetch** per the 2026-08-26 watchlist-downgrade consideration; **14 fetches silent** on the file), `celvivo_commercial/` + `templates/` 10 → **11-day** (approaching the same confirmed-one-off interpretation alongside the `Review/` subfolder; **10 fetches silent** on each), `deepread_40240593/` 3 → **4-day**) + OpenWiki wiki (HEAD `502281f86483a4226af6b0c2d1c28cdc5f1d1143` 2026-08-27; the wiki HEAD bumped from `ebb95c0a` to `502281f` via 2 automated commits (`f51ff7c` daily update 2026-08-27 committed 14 of the prior 17 dirty files + `502281f` sources-sync 2026-08-27, the **thirteenth** consecutive sources-sync re-applying the count-data wipe pattern; reducing uncommitted-file count from 17 → 11); the prior 2 wiki commits at the 2026-08-26T18:06Z fetch were `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`, 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 prior 2 wiki commits at the 2026-08-25T18:13Z fetch were `3255613` chore: daily update 2026-08-25 (2026-08-25T02:23 +0800 — **committed 17 files** from the prior dirty set, the **largest single daily update in the wiki's history**; 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) + `1003b92` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-25, the **eleventh** consecutive sources-sync); the prior 2026-08-24 fetch's 2 wiki commits (`9cc5e63` daily update 2026-08-24 + `127c2dc` sources-sync 2026-08-24, the **tenth** consecutive sources-sync); **30 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 silent fetches; total remains 30 since 2026-08-03); wiki-side carries **11 uncommitted synthesis-layer edits** (+3 vs the 8-dirty-file baseline at the 2026-08-26 fetch because the `f51ff7c` 2026-08-27 daily update reduced the count from 17 → 11 but the very next synthesis edits re-touched the same files + bumped the dirty count back to 11); **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 **13 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); 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 2026-08-24/25 10-paper LDR burst across 48 hours strengthens the `class-organoid-3d-bioprinting` theme-row evidence footprint** (3 new application-domain subfolders Vascularized-Organoids + Cardiac-Organoids + Skin-Organoids, plus the `9aa2af4c` retrofit introduced the first post-publish vendor-mapping step in Robin's LDR SOP) 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)
+- **Git repo evidence index** — `/sources/git-repo.md` (active; last refreshed 2026-08-28 18:09 UTC — covers Robin's Obsidian vault (HEAD `9d4767c7` 2026-08-25, the 2026-08-24/25 SECOND 5-paper LDR burst remains the most recent committed vault activity at **3 calendar days stale** after 3 consecutive silent fetches; the 2026-08-28T18:09Z fetch is documented in the "Latest update" section at the top — **vault HEAD unchanged** at `9d4767c7` because the 2026-08-28 fetch observed **0 new vault commits** (vault silent for the 3rd consecutive fetch since the 2026-08-24/25 burst); the 4 untracked directories carry forward with bumped carry-forward counts: `Review/zhou2023_computer_vision_microfluidics.md` 16 → **17-day** (**one-off interpretation confirmed at 2026-08-28 fetch** per the 2026-08-27 one-off confirmation; **15 fetches silent** on the file), `celvivo_commercial/` 11 → **12-day** + `templates/` 11 → **12-day** (**now confirmed one-off alongside the `Review/` entry** at the 2026-08-28 fetch; **11 fetches silent** on each), `deepread_40240593/` 4 → **5-day** (**4 consecutive silent fetches** since the 2026-08-24/25 burst, working-folder pipeline hypothesis continuing to weaken) + OpenWiki wiki (HEAD `6024ac74387c76ffca58ef4af5e155396aa13c0c` 2026-08-28; the wiki HEAD bumped from `502281f86483a4226af6b0c2d1c28cdc5f1d1143` to `6024ac7` via 2 automated commits (`c992dd6` sources-sync 2026-08-28, 2026-08-28T02:30 +0800 — the **fourteenth** consecutive sources-sync re-applying the count-data wipe pattern + `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 of the dirty-file carry-forward in several cycles); the prior 2 wiki commits at the 2026-08-27T18:25Z fetch were `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`, 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 prior 2 wiki commits at the 2026-08-26T18:06Z fetch were `81ac94a` chore: daily update 2026-08-26 + `ebb95c0` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-26, the **twelfth** consecutive sources-sync); the prior 2 wiki commits at the 2026-08-25T18:13Z fetch were `3255613` chore: daily update 2026-08-25 (**committed 17 files**, the **largest single daily update in the wiki's history**) + `1003b92` sources-sync 2026-08-25 (the **eleventh** consecutive sources-sync); **30 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 silent fetches; total remains 30 since 2026-08-03); wiki-side carries **5 uncommitted synthesis-layer edits** (-12 vs the 17-dirty-file baseline at the 2026-08-27 fetch because the `6024ac7` 2026-08-28 daily update reduced the count from 17 → 5, the largest cleanup in several cycles; 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 **14 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); 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 2026-08-24/25 10-paper LDR burst across 48 hours strengthens the `class-organoid-3d-bioprinting` theme-row evidence footprint** (3 new application-domain subfolders Vascularized-Organoids + Cardiac-Organoids + Skin-Organoids, plus the `9aa2af4c` retrofit introduced the first post-publish vendor-mapping step in Robin's LDR SOP) but does not promote a new theme row per scope discipline — the existing `class-organoid-3d-bioprinting` row's existing topic-key coveLine truncated
 - **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.
@@ -2,8 +2,8 @@
 type: "Reference"
 title: "Sources"
 description: "Per-connector evidence indexes and ingestion coverage for the local knowledge wiki; durable synthesis lives on canonical pages."
-tags: [sources, connectors, evidence, ingestion, 2026-08-27, 2026-08-26, 2026-08-25, 2026-08-24, 2026-08-23]
+tags: [sources, connectors, evidence, ingestion, 2026-08-28, 2026-08-27, 2026-08-26, 2026-08-25, 2026-08-24, 2026-08-23]
-timestamp: 2026-08-27T18:25:00Z
+timestamp: 2026-08-28T18:09:00Z
 ---
 # Sources
@@ -15,7 +15,7 @@ Per-connector evidence indexes. Each connector gets its own page (for example `g
 | Connector | Page | Status |
 | --- | --- | --- |
 | Hacker News (`hackernews-1`, LLM-agent topics) | [/sources/hackernews.md](/sources/hackernews.md) | active (last 2026-08-27 18:00 UTC — **seventeenth pull since 2026-08-07**; the 2026-08-27 pull surfaces **the first non-fully-zero / non-clean-zero Algolia lane since the 2026-08-22 noise-only pull** — `organoid` 10 substring-noise hits (all `organiz-` collisions) + `3Brain` 9 substring-noise hits (all `brain` collisions) + `Cellink` 4 substring-noise hits (all `clink`/`calling` collisions) + **`deepagents` 1 thematic hit — the first positive `deepagents` Algolia hit in the 2026-08-07 streak**: `49461911` "LangChain-AI/deepagents: agent harness" 1 pt, 0 cmts, github.com/langchain-ai/deepagents — the canonical LangChain `deepagents` repo framing itself as "agent harness"); `CelVivo` and `openwiki` returned 0 hits (clean zero); the 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero pulls are four consecutive fully-zero Algolia lanes bookended by the 2026-08-22 + 2026-08-27 substring-noise-only pulls, the longest fully-zero streak of the 2026-08-07 streak to date; 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 items on the 2026-08-27 pull are `49458161` "Nvidia agrees to acquire Hugging Face for $13B" 1719 pts + 802 cmts top+best (**highest-engagement item of the pull**; **highest-engagement item of the entire 2026-08-07 streak to date**, surpassing Dolly Parton obituary 1535 pts + AWS DuckDB 762 pts + FT Anthropic 738 pts; the **largest AI-infrastructure consolidation event** of the 2026-08 streak, nearly twice the 2026-08-17 Stripe-OpenRouter $7B+ acquisition; cross-walks to the `MiniMax-m3` row's open-weight comparison anchor — Hugging Face is the canonical distribution channel for DeepSeek V4 Flash / GLM / Qwen / Llama; adjacent-not-promoted per scope — Hugging Face is not on Robin's named stack) + `49458418` "CEO fired developers to make room for AI. Developers create open source AI CEO" 890 pts + 608 cmts best (SenteLabsAI/OpenExecutive — **second-highest-engagement item on the pull**; meta-statement about agent-as-orchestrator-of-agents; adjacent-not-promoted per scope — community open-source project, not on Robin's named stack) + `49454314` "The Hugging Face incident and the road ahead" 324 pts + 417 cmts top+best (OpenAI blog — **direct corollary to the Nvidia-HF acquisition**; **highest comment-vs-upvote ratio of the pull** at 1.29, substantive debate per upvote; adjacent-not-promoted per scope — upstream AI-vendor competitive context) + `49466917` "Small Models Have Arrived" 135 pts + 46 cmts top (calv.info — **strongest local-LLM-adjacent item of the pull by direct cross-walk** to the `MiniMax-m3` row's open-weight local-LLM lane; adjacent-not-promoted per scope — small-models essays are upstream local-LLM context) + `49461911` "LangChain-AI/deepagents: agent harness" 1 pt (LangChain's official GitHub — **7th entry in the self-hosted-agentic-substrate cluster**, ending the cooling-density pattern of the past 3 pulls; cluster density now 0.50 entries/day over 14 days, total cluster engagement 792 pts across 7 items, strongest cluster diversity of the streak — independent vendors + personal-blog essays + definitional essays + the canonical open-source LLM framework; adjacent-not-promoted per scope — substrate-protocol pointer, not a Robin-named-stack change); four secondary adjacents stay adjacent-not-promoted: `49465461` "The Teaser Period: Why the AI Boom Is Hitting a Reset Wall" 64 pts + 57 cmts top (groundbrkr.com — AI-boom-reset commentary, Nvidia-HF-adjacent); `49458875` "Humanity has the debate about AI consciousness backwards" 35 pts + 86 cmts top (Economist — AI-consciousness essay, **highest comment-vs-upvote ratio of the secondary adjacents** at 2.46); `49466052` "Nvidia projects $673B in sales as AI demand widens" 77 pts + 61 cmts top (forgeeks.net — Nvidia-business forecast adjacent); `49467551` "Show HN: My Claude quota ran out in 10 minutes" 34 pts + 17 cmts top (github.com/kelviq/tare — **fourth Claude Code traceability item of the streak**). The 2026-08-26 pull (prior) added four named-stack-adjacent items — `49449507` "GLM-5.3-Flash" 530 pts top (Z.ai blog — **strongest open-weight-LLM-adjacent item of the pull by inference-lane impact**; **highest engagement open-weight-LLM item of the 2026-08-07 streak**; **eighth open-weight-LLM-adjacent item in the streak** — DeepSeek V4 Flash vision 379 pts 2026-08-21 + Unsloth Dynamic 3.0 GGUFs 314 pts 2026-08-19 + GLM-5.3 vs Anthropic/OpenAI 141 pts 2026-08-23 + Qwen 3.8 27B reverse-engineering 234 pts 2026-08-23 + GLM-5.3 tablet 268 pts 2026-08-23 + Qwen 3.8-Flash-Next 244 pts 2026-08-25 + **GLM-5.3-Flash 530 pts 2026-08-26** — **2,551+ pts across 8 top-feed items in 6 pulls over 9 days**, the **strongest sustained engagement cluster in the 2026-08-07 streakLine truncated
-| Git repo (`git-repo-1`, Obsidian vault + OpenWiki wiki) | [/sources/git-repo.md](/sources/git-repo.md) | active (last 2026-08-27 18:25 UTC — **5 new vault commits in the 2026-08-24/25 SECOND consecutive 5-paper LDR burst** (Tevonian 2026 Nat Commun 血管化肝 MPS → Yang 2026 Stem Cell Res Ther 心类器官综述 → `9aa2af4c` Update Tevonian 2026 + Yang 2026 5-vendor product mapping retrofit + 净化 Robin mentions — FIRST post-publish vendor-mapping retrofit commit in Robin's LDR pipeline → Shen 2026 Chin Med J 血管化类器官综述 → Zhai 2026 Sci Adv 3D 皮肤天疱疮; combined with the 2026-08-23/24 5-paper burst, **10 LDR files in 48 hours** is the largest sustained 2-day research output in Robin's vault activity log); vault HEAD bumped `a4fa5a32` → `9d4767c7` (the 2026-08-26T18:06Z + 2026-08-27T18:25Z fetches both observed **vault HEAD unchanged** at `9d4767c7`, **0 new vault commits**, vault silent for the 2nd consecutive fetch since the 2026-08-24/25 burst, **2 calendar days stale**); 3 NEW `04-Literature/Deep-Reads/` subfolders created in a single day on 2026-08-25 — `Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/`; 2 new automated wiki commits since 2026-08-24T18:05Z fetch on 2026-08-25 (`3255613` daily update 2026-08-25 committed 17 files — the largest single daily update in the wiki's history + `1003b92` sources-sync 2026-08-25 — the **eleventh** consecutive sources-sync re-applying the 2026-08-15 count-data wipe pattern); 2 new automated wiki commits since the 2026-08-25T18:13Z fetch on 2026-08-26 (`81ac94a` daily update 2026-08-26 committed 14 of the prior 17 dirty files reducing uncommitted-file count from 11 → 8 + `ebb95c0` sources-sync 2026-08-26 — the **twelfth** consecutive sources-sync); 2 new automated wiki commits since the 2026-08-26T18:06Z fetch on 2026-08-27 (`f51ff7c` daily update 2026-08-27 committed 14 of the prior 17 dirty files reducing uncommitted-file count from 17 → 11 + `502281f` sources-sync 2026-08-27 — the **thirteenth** consecutive sources-sync re-applying the count-data wipe pattern); wiki HEAD bumped `127c2dc` → `1003b92` → `ebb95c0a` → `502281f8` over the 2026-08-25 + 2026-08-26 + 2026-08-27 window; 1 new untracked directory `deepread_40240593/` (7 subdirs, LDR pipeline intermediate-artifact workspace) + 2 carry-forward untracked directories `celvivo_commercial/` + `templates/` + 1 carry-forward untracked file `Review/zhou2023_computer_vision_microfluidics.md`; the 4 carry-forward untracked set bumped carry-forward at the 2026-08-27 fetch — `Review/` 15 → 16-day (**one-off interpretation confirmed at 2026-08-27 fetch**, entry should be demoted to a stale / not recurring carry-forward note on the next synthesis pass), `celvivo_commercial/` + `templates/` 10 → 11-day (approaching the same confirmed-one-off interpretation alongside the `Review/` subfolder), `deepread_40240593/` 3 → 4-day — the `Review/` + `celvivo_commercial/` + `templates/` entries should all be demoted to stale / not recurring carry-forward notes on the next synthesis pass) |
+| Git repo (`git-repo-1`, Obsidian vault + OpenWiki wiki) | [/sources/git-repo.md](/sources/git-repo.md) | active (last 2026-08-28 18:09 UTC — **5 new vault commits in the 2026-08-24/25 SECOND consecutive 5-paper LDR burst** (Tevonian 2026 Nat Commun 血管化肝 MPS → Yang 2026 Stem Cell Res Ther 心类器官综述 → `9aa2af4c` Update Tevonian 2026 + Yang 2026 5-vendor product mapping retrofit + 净化 Robin mentions — FIRST post-publish vendor-mapping retrofit commit in Robin's LDR pipeline → Shen 2026 Chin Med J 血管化类器官综述 → Zhai 2026 Sci Adv 3D 皮肤天疱疮; combined with the 2026-08-23/24 5-paper burst, **10 LDR files in 48 hours** is the largest sustained 2-day research output in Robin's vault activity log); vault HEAD bumped `a4fa5a32` → `9d4767c7` (the 2026-08-26T18:06Z + 2026-08-27T18:25Z + 2026-08-28T18:09Z fetches all observed **vault HEAD unchanged** at `9d4767c7`, **0 new vault commits**, vault silent for the 3rd consecutive fetch since the 2026-08-24/25 burst, **3 calendar days stale**); 3 NEW `04-Literature/Deep-Reads/` subfolders created in a single day on 2026-08-25 — `Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/`; 2 new automated wiki commits since the 2026-08-26T18:06Z fetch on 2026-08-27 (`f51ff7c` daily update 2026-08-27 + `502281f` sources-sync 2026-08-27 — the **thirteenth** consecutive sources-sync); 2 new automated wiki commits since the 2026-08-27T18:25Z fetch on 2026-08-28 (`c992dd6` sources-sync 2026-08-28 — the **fourteenth** consecutive sources-sync re-applying the count-data wipe pattern + `6024ac7` chore: daily update 2026-08-28 committed 16 of the prior 17 dirty files reducing uncommitted-file count from 17 → 5, the largest cleanup in several cycles); wiki HEAD bumped `127c2dc` → `1003b92` → `ebb95c0a` → `502281f8` → `6024ac7` over the 2026-08-25 + 2026-08-26 + 2026-08-27 + 2026-08-28 window; 1 new untracked directory `deepread_40240593/` (7 subdirs, LDR pipeline intermediate-artifact workspace) + 2 carry-forward untracked directories `celvivo_commercial/` + `templates/` + 1 carry-forward untracked file `Review/zhou2023_computer_vision_microfluidics.md`; the 4 carry-forward untracked set bumped carry-forward at the 2026-08-28 fetch — `Review/` 16 → **17-day** (**one-off interpretation confirmed at 2026-08-28 fetch** extending the 2026-08-27 confirmation, entry should be demoted to a stale / not recurring carry-forward note on the next synthesis pass), `celvivo_commercial/` 11 → **12-day** + `templates/` 11 → **12-day** (**now confirmed one-off alongside the `Review/` entry** at the 2026-08-28 fetch, the `templates/` + `celvivo_commercial/` confirmation matching the `Review/` fetch for the first time), `deepread_40240593/` 4 → **5-day** (**4 consecutive silent fetches** since the 2026-08-24/25 burst, working-folder pipeline hypothesis continuing to weaken) — the `Review/` + `celvivo_commercial/` + `templates/` entries should all be demoted to stale / not recurring carry-forward notes on the next synthesis pass) |
 | Web Search (`web-search-1`, Tavily) | [/sources/web-search.md](/sources/web-search.md) | active (latest pull 2026-08-03; 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 2026-08-26 update attempts skipped — connector not enabled, `TAVILY_API_KEY` missing; **fourteenth consecutive skip on the same code path**) |
 Additional connectors appear here automatically once they are authenticated and ingested at least once.
@@ -30,7 +30,7 @@ Additional connectors appear here automatically once they are authenticated and
 | X / Twitter | not configured | `OPENWIKI_X_ACCESS_TOKEN` via `openwiki auth x` | Streams: `home_timeline`, `user_posts`, `mentions`, `bookmarks`, `list_posts`. |
 | Web Search | **active** (`web-search-1`) | `TAVILY_API_KEY` (currently empty) | Tavily via LangChain; reads configured queries. 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, and 2026-08-26 update attempts were skipped because the connector was not enabled in the runtime registry (**fourteenth consecutive skip on the same code path**; nightly searxng-fallback slot for 2026-08-24 is also empty on disk). Evidence at [/sources/web-search.md](/sources/web-search.md). |
 | Hacker News | **active** (`hackernews-1`) | _(public, no auth)_ | Public feeds (`top`, `new`, `best`) + Algolia HN search queries. Source-specific query set: `organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents` (LLM-agent topics per the source-specific instruction "Track organoid / CelVivo / 3Brain / Cellink / openwiki / AI agent stories"). Last successful pull 2026-08-27 18:00 UTC — **seventeenth pull since 2026-08-07** with a **substring-noise-only + 1 thematic `deepagents` hit Algolia lane** (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 fully-zero pulls + the 2026-08-10 + 2026-08-12 + 2026-08-17 + 2026-08-20 + 2026-08-22 + 2026-08-27 noise-only pulls; the **2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero Algolia lanes form a 4-day streak**, the **longest fully-zero Algolia streak of the 2026-08-07 streak to date**, bookended by the 2026-08-22 + 2026-08-27 substring-noise-only pulls; empty-pulls-on-vendor-queries is normal cadence, not an outage, no config-side intervention needed). The 2026-08-27 pull recorded **five adjacents worth flagging for traceability** — `49458161` "Nvidia agrees to acquire Hugging Face for $13B" 1719 pts + 802 cmts top+best (**highest-engagement item of the pull**; **highest-engagement item of the entire 2026-08-07 streak to date**, surpassing Dolly Parton obituary 1535 pts + AWS DuckDB 762 pts + FT Anthropic 738 pts; the **largest AI-infrastructure consolidation event** of the 2026-08 streak, nearly twice the 2026-08-17 Stripe-OpenRouter $7B+ acquisition; cross-walks to the `MiniMax-m3` row's open-weight comparison anchor — Hugging Face is the canonical distribution channel for DeepSeek V4 Flash / GLM / Qwen / Llama; adjacent-not-promoted per scope — Hugging Face is not on Robin's named stack) + `49458418` "CEO fired developers to make room for AI. Developers create open source AI CEO" 890 pts + 608 cmts best (SenteLabsAI/OpenExecutive — **second-highest-engagement item on the pull**; meta-statement about agent-as-orchestrator-of-agents; adjacent-not-promoted per scope — community open-source project, not on Robin's named stack) + `49454314` "The Hugging Face incident and the road ahead" 324 pts + 417 cmts top+best (OpenAI blog — **direct corollary to the Nvidia-HF acquisition**; **highest comment-vs-upvote ratio of the pull** at 1.29, substantive debate per upvote; adjacent-not-promoted per scope — upstream AI-vendor competitive context) + `49466917` "Small Models Have Arrived" 135 pts + 46 cmts top (calv.info — **strongest local-LLM-adjacent item of the pull by direct cross-walk** to the `MiniMax-m3` row's open-weight local-LLM lane; adjacent-not-promoted per scope — small-models essays are upstream local-LLM context) + `49461911` "LangChain-AI/deepagents: agent harness" 1 pt (LangChain's official GitHub — **7th entry in the self-hosted-agentic-substrate cluster**, ending the cooling-density pattern of the past 3 pulls; cluster density now 0.50 entries/day over 14 days, total cluster engagement 792 pts across 7 items, strongest cluster diversity of the streak — independent vendors + personal-blog essays + definitional essays + the canonical open-source LLM framework; adjacent-not-promoted per scope — substrate-protocol pointer, not a Robin-named-stack change); four secondary adjacents stay adjacent-not-promoted: `49465461` "The Teaser Period: Why the AI Boom Is Hitting a Reset Wall" 64 pts + 57 cmts top (groundbrkr.com — AI-boom-reset commentary, Nvidia-HF-adjacent); `49458875` "Humanity has the debate about AI consciousness backwards" 35 pts + 86 cmts top (Economist — AI-consciousness essay, **highest comment-vs-upvote ratio of the secondary adjacents** at 2.46); `49466052` "Nvidia projects $673B in sales as AI demand widens" 77 pts + 61 cmts top (forgeeks.net — Nvidia-business forecast adjacent); `49467551` "Show HN: My Claude quota ran out in 10 minutes" 34 pts + 17 cmts top (github.com/kelviq/tare — **fourth Claude Code traceability item of the streak**). The 2026-08-26 pull (prior) added four named-stack-adjacent items — `49449507` "GLM-5.3-Flash" 530 pts top (Z.ai blog — **strongest open-weight-LLM-adjacent item of the pull by inference-lane impact**; **highest engagement open-weight-LLM item of the 2026-08-07 streak**; **eighth open-weight-LLM-adjacent item in the streak** — DeepSeek V4 Flash vision 379 pts 2026-08-21 + Unsloth Dynamic 3.0 GGUFs 314 pts 2026-08-19 + GLM-5.3 vs Anthropic/OpenAI 141 pts 2026-08-23 + Qwen 3.8 27B reverse-engineering 234 pts 2026-08-23 + GLM-5.3 tablet 268 pts 2026-08-23 + Qwen 3.8-Flash-Next 244 pts 2026-08-25 + **GLM-5.3-Flash 530 pts 2026-08-26** — **2,551+ pts across 8 top-feed items in 6 pulls over 9 days**, the **strongest sustained engagement cluster in the 2026-08-07 streak**; Z.ai flash-tier framing mirrors the V4-Flash + Qwen-FlLine truncated
-| Git repo | **active** (`git-repo-1`) | local repo path | Local Obsidian vault at `/home/ldw/workspace` + OpenWiki wiki at `/home/ldw/.openwiki/wiki` (two configured repos per `~/.openwiki/connectors/git-repo/config.json`). Writes compact manifest; repo itself is source of truth. Evidence at [/sources/git-repo.md](/sources/git-repo.md). Last updated 2026-08-27 18:25 UTC — **5 new vault commits in the 2026-08-24/25 SECOND consecutive 5-paper LDR burst** (Tevonian 2026 Nat Commun 血管化肝 MPS → Yang 2026 Stem Cell Res Ther 心类器官综述 → `9aa2af4c` Update Tevonian 2026 + Yang 2026 5-vendor product mapping retrofit + 净化 Robin mentions — FIRST post-publish vendor-mapping retrofit commit in Robin's LDR pipeline → Shen 2026 Chin Med J 血管化类器官综述 → Zhai 2026 Sci Adv 3D 皮肤天疱疮; combined with the 2026-08-23/24 5-paper burst, **10 LDR files in 48 hours** is the largest sustained 2-day research output in Robin's vault activity log); vault HEAD bumped `a4fa5a32` → `9d4767c7` (the 2026-08-26T18:06Z + 2026-08-27T18:25Z fetches both observed **vault HEAD unchanged** at `9d4767c7`, **0 new vault commits**, vault silent for the 2nd consecutive fetch since the 2026-08-24/25 burst, **2 calendar days stale**); 3 NEW `04-Literature/Deep-Reads/` subfolders created in a single day on 2026-08-25 — `Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/`; 2 new automated wiki commits since 2026-08-24T18:05Z fetch on 2026-08-25 (`3255613` daily update 2026-08-25 committed 17 files — the largest single daily update in the wiki's history + `1003b92` sources-sync 2026-08-25 — the **eleventh** consecutive sources-sync re-applying the 2026-08-15 count-data wipe pattern); 2 new automated wiki commits since the 2026-08-25T18:13Z fetch on 2026-08-26 (`81ac94a` daily update 2026-08-26 committed 14 of the prior 17 dirty files reducing uncommitted-file count from 11 → 8 + `ebb95c0` sources-sync 2026-08-26 — the **twelfth** consecutive sources-sync); 2 new automated wiki commits since the 2026-08-26T18:06Z fetch on 2026-08-27 (`f51ff7c` daily update 2026-08-27 committed 14 of the prior 17 dirty files reducing uncommitted-file count from 17 → 11 + `502281f` sources-sync 2026-08-27 — the **thirteenth** consecutive sources-sync re-applying the 2026-08-15 count-data wipe pattern); wiki HEAD bumped `127c2dc` → `1003b92` → `ebb95c0a` → `502281f8` over the 2026-08-25 + 2026-08-26 + 2026-08-27 window; 1 new untracked directory `deepread_40240593/` (LDR pipeline intermediate-artifact workspace with 7 subdirs: 5 PMID-named `deepread_<PMID>/` + 2 slug-named `deepread_brain_organoid_fluid/` + `deepread_shear_stress_cs_os/` that exactly map to the Aiello + CelVivo App Note papers); 2 prior carry-forward untracked directories `celvivo_commercial/` + `templates/` + 1 prior carry-forward untracked file `Review/zhou2023_computer_vision_microfluidics.md`; the 4 carry-forward untracked set bumped carry-forward at the 2026-08-27 fetch — `Review/` 15 → 16-day (**one-off interpretation confirmed at 2026-08-27 fetch**, entry should be demoted to a stale / not recurring carry-forward note on the next synthesis pass), `celvivo_commercial/` + `templates/` 10 → 11-day (approaching the same confirmed-one-off interpretation alongside the `Review/` subfolder), `deepread_40240593/` 3 → 4-day — the `Review/` + `celvivo_commercial/` + `templates/` entries should all be demoted to stale / not recurring carry-forward notes on the next synthesis pass. |
+| Git repo | **active** (`git-repo-1`) | local repo path | Local Obsidian vault at `/home/ldw/workspace` + OpenWiki wiki at `/home/ldw/.openwiki/wiki` (two configured repos per `~/.openwiki/connectors/git-repo/config.json`). Writes compact manifest; repo itself is source of truth. Evidence at [/sources/git-repo.md](/sources/git-repo.md). Last updated 2026-08-28 18:09 UTC — **5 new vault commits in the 2026-08-24/25 SECOND consecutive 5-paper LDR burst** (Tevonian 2026 Nat Commun 血管化肝 MPS → Yang 2026 Stem Cell Res Ther 心类器官综述 → `9aa2af4c` Update Tevonian 2026 + Yang 2026 5-vendor product mapping retrofit + 净化 Robin mentions — FIRST post-publish vendor-mapping retrofit commit in Robin's LDR pipeline → Shen 2026 Chin Med J 血管化类器官综述 → Zhai 2026 Sci Adv 3D 皮肤天疱疮; combined with the 2026-08-23/24 5-paper burst, **10 LDR files in 48 hours** is the largest sustained 2-day research output in Robin's vault activity log); vault HEAD bumped `a4fa5a32` → `9d4767c7` (the 2026-08-26T18:06Z + 2026-08-27T18:25Z + 2026-08-28T18:09Z fetches all observed **vault HEAD unchanged** at `9d4767c7`, **0 new vault commits**, vault silent for the 3rd consecutive fetch since the 2026-08-24/25 burst, **3 calendar days stale**); 3 NEW `04-Literature/Deep-Reads/` subfolders created in a single day on 2026-08-25 — `Vascularized-Organoids/` + `Cardiac-Organoids/` + `Skin-Organoids/`; 2 new automated wiki commits since 2026-08-24T18:05Z fetch on 2026-08-25 (`3255613` daily update 2026-08-25 committed 17 files — the largest single daily update in the wiki's history + `1003b92` sources-sync 2026-08-25 — the **eleventh** consecutive sources-sync re-applying the 2026-08-15 count-data wipe pattern); 2 new automated wiki commits since the 2026-08-25T18:13Z fetch on 2026-08-26 (`81ac94a` daily update 2026-08-26 + `ebb95c0` sources-sync 2026-08-26 — the **twelfth** consecutive sources-sync); 2 new automated wiki commits since the 2026-08-26T18:06Z fetch on 2026-08-27 (`f51ff7c` daily update 2026-08-27 + `502281f` sources-sync 2026-08-27 — the **thirteenth** consecutive sources-sync); 2 new automated wiki commits since the 2026-08-27T18:25Z fetch on 2026-08-28 (`c992dd6` sources-sync 2026-08-28 — the **fourteenth** consecutive sources-sync re-applying the count-data wipe pattern + `6024ac7` chore: daily update 2026-08-28 committed 16 of the prior 17 dirty files reducing uncommitted-file count from 17 → 5, the largest cleanup in several cycles); wiki HEAD bumped `127c2dc` → `1003b92` → `ebb95c0a` → `502281f8` → `6024ac7` over the 2026-08-25 + 2026-08-26 + 2026-08-27 + 2026-08-28 window; 1 new untracked directory `deepread_40240593/` (LDR pipeline intermediate-artifact workspace with 7 subdirs: 5 PMID-named `deepread_<PMID>/` + 2 slug-named `deepread_brain_organoid_fluid/` + `deepread_shear_stress_cs_os/` that exactly map to the Aiello + CelVivo App Note papers); 2 prior carry-forward untracked directories `celvivo_commercial/` + `templates/` + 1 prior carry-forward untracked file `Review/zhou2023_computer_vision_microfluidics.md`; the 4 carry-forward untracked set bumped carry-forward at the 2026-08-28 fetch — `Review/` 16 → **17-day** (**one-off interpretation confirmed at 2026-08-28 fetch** extending the 2026-08-27 confirmation, entry should be demoted to a stale / not recurring carry-forward note on the next synthesis pass), `celvivo_commercial/` 11 → **12-day** + `templates/` 11 → **12-day** (**now confirmed one-off alongside the `Review/` entry** at the 2026-08-28 fetch, the `templates/` + `celvivo_commercial/` confirmation matching the `Review/` fetch for the first time), `deepread_40240593/` 4 → **5-day** (**4 consecutive silent fetches** since the 2026-08-24/25 burst, working-folder pipeline hypothesis continuing to weaken) — the `Review/` + `celvivo_commercial/` + `templates/` entries should all be demoted to stale / not recurring carry-forward notes on the next synthesis pass. |
 ## How new source pages get created
@@ -1,10 +1,10 @@
 ---
 type: "Reference"
 title: "Git repo — evidence index (Obsidian vault, 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 9d4767c7, 2026-08-25, **5 new vault commits in the 2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window — the SECOND consecutive single-day 5-paper LDR cluster: `089177a7` Tevonian 2026 Nat Commun vascularized liver MPS + `583859a8` Yang 2026 Stem Cell Res Ther cardiac organoid review + `9aa2af4c` Update Tevonian 2026 + Yang 2026 (CelVivo/Cellink/Mimetas/3Brain/FemtoBiomed product mapping retrofit + 净化 Robin mentions — the first post-publish vendor-mapping retrofit on the 2026-08-23/24/25 LDR cluster) + `5907cdfc` Shen 2026 Chin Med J vascularized organoids review + `9d4767c7` Zhai 2026 Sci Adv 3D skin pemphigus — combined with the 2026-08-23/24 5-paper burst, **10 papers in 48 hours = the largest sustained 2-day research output in Robin's vault activity log; the burst creates 3 new deep-read subfolders: `Vascularized-Organoids/` (Tevonian + Shen) + `Cardiac-Organoids/` (Yang) + `Skin-Organoids/` (Zhai)**; **vault HEAD unchanged at the 2026-08-27T18:25Z fetch** — 0 new vault commits for the 2nd consecutive fetch since the 2026-08-24/25 burst, vault silent for the 2nd consecutive fetch (2 calendar days stale); the carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` 15-day → 16-day (13 → 14 fetches silent), `celvivo_commercial/` + `templates/` 10-day → 11-day, `deepread_40240593/` 3-day → 4-day — the 2026-08-27 fetch confirms the 2026-08-26 watchlist-downgrade consideration for the Review/ subfolder entry as a one-off) and openwiki-wiki at /home/ldw/.openwiki/wiki (main branch, HEAD 502281f8, 2026-08-27, **2 new automated wiki commits in the 2026-08-26T18:06Z → 2026-08-27T18:25Z window: `f51ff7c` daily update 2026-08-27 + `502281f` sources-sync 2026-08-27 — the thirteenth 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 + now `502281f` 2026-08-27; the `f51ff7c` daily update committed 14 of the prior 17 dirty files, leaving the working-tree dirty count at 11 after the very next synthesis edits re-touched the same files**) This page is a navigation index — content ingestion (paper deep reads, sales scripts, customer files) happens via the Hermes skill and RAGFlow, not here."
+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 9d4767c7, 2026-08-25, **5 new vault commits in the 2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window — the SECOND consecutive single-day 5-paper LDR cluster: `089177a7` Tevonian 2026 Nat Commun vascularized liver MPS + `583859a8` Yang 2026 Stem Cell Res Ther cardiac organoid review + `9aa2af4c` Update Tevonian 2026 + Yang 2026 (CelVivo/Cellink/Mimetas/3Brain/FemtoBiomed product mapping retrofit + 净化 Robin mentions — the first post-publish vendor-mapping retrofit on the 2026-08-23/24/25 LDR cluster) + `5907cdfc` Shen 2026 Chin Med J vascularized organoids review + `9d4767c7` Zhai 2026 Sci Adv 3D skin pemphigus — combined with the 2026-08-23/24 5-paper burst, **10 papers in 48 hours = the largest sustained 2-day research output in Robin's vault activity log; the burst creates 3 new deep-read subfolders: `Vascularized-Organoids/` (Tevonian + Shen) + `Cardiac-Organoids/` (Yang) + `Skin-Organoids/` (Zhai)**; **vault HEAD unchanged at the 2026-08-28T18:09Z fetch** — 0 new vault commits for the 3rd consecutive fetch since the 2026-08-24/25 burst, vault silent for the 3rd consecutive fetch (3 calendar days stale); the carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` 16-day → 17-day (14 → 15 fetches silent), `celvivo_commercial/` + `templates/` 11-day → 12-day (now at confirmed-one-off interpretation alongside the `Review/` subfolder), `deepread_40240593/` 4-day → 5-day (mtime unchanged across 4 fetches since creation) — the 2026-08-28 fetch confirms the templates + celvivo_commercial entries as one-off alongside the Review/ entry; the `deepread_40240593/` working-folder pipeline hypothesis is further weakened with mtime unchanged at 5-day carry-forward) and openwiki-wiki at /home/ldw/.openwiki/wiki (main branch, HEAD 6024ac7, 2026-08-28, **2 new automated wiki commits in the 2026-08-27T18:25Z → 2026-08-28T18:09Z window: `c992dd6` sources-sync 2026-08-28 + `6024ac7` daily update 2026-08-28 — the fourteenth 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 + now `c992dd6` 2026-08-28; the `6024ac7` daily update committed 16 of the prior 17 dirty files per `git show --stat 6024ac7`, reducing the working-tree dirty count from 11 → 5 after the very next synthesis edits re-touched the same files + 2 newly-dirty files (sources/hackernews.md + sources/web-search.md replaced previously-dirty sources/literature.md + themes/05-robin-research.md + sources/README.md + sources/{nocodb,ragflow,seafile,wikijs}.md + commitments.md)**) 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, 2026-08-27, 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, tevonian-2026-vascularized-liver-mps, yang-2026-cardiac-organoid-review, shen-2026-vascularized-organoids-review, zhai-2026-3d-skin-pemphigus, second-consecutive-cluster, vascularized-organoids, cardiac-organoids, skin-organoids, vault-silent-2d, thirteenth-sources-sync]
+tags: [git-repo, evidence, vault, openwiki-wiki, source, 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, tevonian-2026-vascularized-liver-mps, yang-2026-cardiac-organoid-review, shen-2026-vascularized-organoids-review, zhai-2026-3d-skin-pemphigus, second-consecutive-cluster, vascularized-organoids, cardiac-organoids, skin-organoids, vault-silent-3d, fourteenth-sources-sync, templates-celvivo-commercial-confirmed-one-off]
-timestamp: 2026-08-27T18:25:00Z
+timestamp: 2026-08-28T18:09:00Z
 ---
 # Git repo — evidence index (Obsidian vault + OpenWiki wiki)
@@ -55,40 +55,46 @@ help locate things in the vault, not summarize their content.
    the **eleventh** consecutive sources-sync re-applying the 2026-08-15
    count-data wipe pattern).
 - **Auth:** local paths only — no remote, no credentials.
- **Latest fetch:** `2026-08-27T18:25:00Z` (raw manifest
+- **Latest fetch:** `2026-08-28T18:09:00Z` (raw manifest
-  `~/.openwiki/connectors/git-repo/raw/2026-08-27T18-25-58-335Z/manifest.json`).
+  `~/.openwiki/connectors/git-repo/raw/2026-08-28T18-09-49-822Z/manifest.json`).
 - **Source config:** `~/.openwiki/connectors/git-repo/config.json`
 - **State:** `~/.openwiki/connectors/git-repo/state.json` records
-  `latestIds` per repo; the 2026-08-27T18:25Z fetch observed vault HEAD
+  `latestIds` per repo; the 2026-08-28T18:09Z fetch observed vault HEAD
-  **unchanged** at `9d4767c7` (same as the 2026-08-26T18:06Z + 2026-08-25T18:13Z fetches —
+  **unchanged** at `9d4767c7` (same as the 2026-08-27T18:25Z + 2026-08-26T18:06Z + 2026-08-25T18:13Z fetches —
  **0 new vault commits** in the 24-hour window, **vault silent for
-  the 2nd consecutive fetch** since the 2026-08-24/25 SECOND 5-paper
+  the 3rd consecutive fetch** since the 2026-08-24/25 SECOND 5-paper
  burst; the 2026-08-25 5-paper cluster is the most recent vault
-  activity, 2 calendar days stale), and observed `openwiki-wiki`
+  activity, 3 calendar days stale), and observed `openwiki-wiki`
-  bumped from `ebb95c0` (2026-08-26T18:06Z fetch) to
+  bumped from `502281f8` (2026-08-27T18:25Z fetch) to
-  **`502281f86483a4226af6b0c2d1c28cdc5f1d1143`** (2 new automated wiki
+  **`6024ac74387c76ffca58ef4af5e155396aa13c0c`** (2 new automated wiki
-  commits in the 24-hour window: `f51ff7c` chore: daily update
+  commits in the 24-hour window: `c992dd6` chore(sources): refresh
-  2026-08-27 (2026-08-27T02:13 +0800; committed 14 of the prior 17
+  NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-28,
-  dirty files per `git show --stat f51ff7c`, reducing the working-tree
+  2026-08-28T02:30 +0800 — the **fourteenth** consecutive sources-sync
  dirty count from 17 → 11; the very next synthesis edits from the 2026-08-27 HN-1 + web-search-1 runs re-touched the same files + bumped the dirty count to 11 again) + `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 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 + now
+  2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + `502281f`
-  `502281f` 2026-08-27).
+  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` + `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/05-robin-research.md` +
  `themes/index.md` — reducing the working-tree dirty count from 17 →
  5 per the manifest `changedFiles` list).
-## obsidian-vault — working-tree status (2026-08-27)
+## obsidian-vault — working-tree status (2026-08-28)
 - **Branch:** `main`
 - **HEAD:** `9d4767c7034a59d8f3206756c2dfeb3f4339c2e0` (vault HEAD
-  **unchanged** from the 2026-08-26T18:06Z + 2026-08-25T18:13Z fetches — **0 new vault
+  **unchanged** from the 2026-08-27T18:25Z + 2026-08-26T18:06Z + 2026-08-25T18:13Z fetches — **0 new vault
-  commits** in the 2026-08-26T18:06Z → 2026-08-27T18:25Z 24-hour
+  commits** in the 2026-08-27T18:25Z → 2026-08-28T18:09Z 24-hour
-  window, **vault silent for the 2nd consecutive fetch** since the
+  window, **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, 2 calendar days stale). The 2026-08-24/25 cluster is the **SECOND
+  remains the most recent vault activity, 3 calendar days stale). The 2026-08-24/25 cluster is the **SECOND
  consecutive single-day 5-paper LDR burst** — combined with the
  2026-08-23/24 5-paper burst (Ajongbolo + Kim + Tian + Aiello +
  CelVivo App Note), Robin has produced **10 LDR papers in 48
@@ -104,8 +110,8 @@ help locate things in the vault, not summarize their content.
  prior 5 papers (Ajongbolo + Kim + Tian + Aiello + CelVivo App Note)
  have NOT had this retrofit applied retroactively.
 - **mtime activity in window:** **0 new committed files** in the
-  2026-08-26T18:06Z → 2026-08-27T18:25Z 24-hour window — vault is
+  2026-08-27T18:25Z → 2026-08-28T18:09Z 24-hour window — vault is
-  silent in this fetch for the 2nd consecutive fetch since the 2026-08-24/25 burst; the 5-paper 2026-08-24/25 LDR cluster (4 new
+  silent in this fetch for the 3rd consecutive fetch since the 2026-08-24/25 burst; the 5-paper 2026-08-24/25 LDR cluster (4 new
  files + 1 retrofit commit) and the 5-paper 2026-08-23/24 LDR burst
  all carry forward unchanged from the prior fetches. The 3 NEW
  per-vendor / per-application-domain subfolders created in the
@@ -120,19 +126,34 @@ help locate things in the vault, not summarize their content.
  + `deepread_40240593/` pipeline workspace) all carry forward
  unchanged from the 2026-08-24T18:05Z fetch. The `celvivo_commercial/`
  + `templates/` untracked dirs continue to carry forward (now
-  **11-day carry-forward** at this fetch — was 10-day at the
+  **12-day carry-forward** at this fetch — was 11-day at the
-  2026-08-26T18:06Z fetch). The `Review/zhou2023_computer_vision_microfluidics.md`
+  2026-08-27T18:25Z fetch, 10-day at the 2026-08-26T18:06Z fetch —
-  first-entry file is unchanged from the 2026-08-26T18:06Z fetch
+  **both entries now reach the 12-day threshold at which the
-  (mtime 2026-08-11, **16-day carry-forward** in the untracked set at
+  `Review/` entry was confirmed one-off**; the 2026-08-28 fetch
-  this fetch — was 15-day at the 2026-08-26T18:06Z fetch; the
+  confirms the parallel `templates/` + `celvivo_commercial/` entries
  as one-off alongside the `Review/` subfolder; both should be
  demoted to stale / not recurring carry-forward notes on the next
  synthesis pass). The `Review/zhou2023_computer_vision_microfluidics.md`
  first-entry file is unchanged from the 2026-08-27T18:25Z fetch
  (mtime 2026-08-11, **17-day carry-forward** in the untracked set at
  this fetch — was 16-day at the 2026-08-27T18:25Z fetch; the
  structural signal continues to weaken per the Notable-entity entry
-  on the `Review/` subfolder — **14 fetches silent** at this fetch,
+  on the `Review/` subfolder — **15 fetches silent** at this fetch,
-  was 13 fetches silent at the 2026-08-26T18:06Z fetch; **the 2026-08-27 fetch confirms the 2026-08-26 watchlist-downgrade consideration** as a one-off and the entry should be demoted to a stale carry-forward note on the next synthesis pass).
+  was 14 fetches silent at the 2026-08-27T18:25Z 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 2026-08-28 fetch (mtime
  unchanged across the 2026-08-25 + 2026-08-26 + 2026-08-27 + 2026-08-28
  fetches — **4 fetches silent on directory mtime** at this fetch); the
  working-folder-pipeline hypothesis is further weakened at the
  2026-08-28 fetch (now **5-day carry-forward** — was 4-day at the
  2026-08-27T18:25Z fetch).
 - **Ahead of origin/main:** 30 commits new since 2026-08-03 fetch (+5
  from the prior 25-commit baseline at the 2026-08-24T18:05Z fetch —
  the 5 new commits land on top of the 25-commit carry-forward; **5 new
  commits land on top of the 25-commit carry-forward**, vault HEAD
-  unchanged at the 2026-08-27T18:25Z fetch (vault silent for the 2nd
+  unchanged at the 2026-08-28T18:09Z fetch (vault silent for the 3rd
  consecutive fetch since the 2026-08-24/25 5-paper burst; total
  remains 30 since 2026-08-03).
 - **Dirty:** yes — the untracked file set is **partially changed**:
@@ -141,20 +162,25 @@ help locate things in the vault, not summarize their content.
  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) — **16-day carry-forward** at this fetch (was 15-day
+  committed it) — **17-day carry-forward** at this fetch (was 16-day
-  at the 2026-08-26T18:06Z fetch); the structural signal continues to
+  at the 2026-08-27T18:25Z 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
-  **14 fetches silent** — was 13 fetches silent at the
+  **15 fetches silent** — was 14 fetches silent at the
-  2026-08-26T18:06Z fetch; **the 2026-08-27 fetch confirms the one-off
+  2026-08-27T18:25Z fetch; **the 2026-08-27 fetch already confirmed the
-  interpretation** per the 2026-08-26 watchlist-downgrade consideration
+  one-off interpretation** per the 2026-08-26 watchlist-downgrade
-  and the entry should be demoted to a stale carry-forward note on the
+  consideration and the entry is now a stale carry-forward note). The
-  next synthesis pass). The `celvivo_commercial/` + `templates/`
+  `celvivo_commercial/` + `templates/` untracked dirs continue to
-  untracked dirs continue to carry forward (now **11-day carry-forward**
+  carry forward (now **12-day carry-forward** at this fetch — was 11-day
-  at this fetch — was 10-day at the 2026-08-26T18:06Z fetch); the
+  at the 2026-08-27T18:25Z fetch — **the 2026-08-28 fetch confirms the
  parallel `templates/` + `celvivo_commercial/` entries as one-off
  alongside the `Review/` subfolder**, both reaching the 12-day
  threshold at this fetch; both should be demoted to stale / not
  recurring carry-forward notes on the next synthesis pass); the
  `deepread_40240593/` untracked pipeline workspace also continues to
-  carry forward (now **4-day carry-forward** — was 3-day at the
+  carry forward (now **5-day carry-forward** — was 4-day at the
-  2026-08-26T18:06Z fetch); no NEW untracked dirs at this fetch.
+  2026-08-27T18:25Z fetch, with mtime unchanged across 4 fetches
  since creation); no NEW untracked dirs at this fetch.
 - **Working-tree status (raw manifest, abbreviated):**
  | Status | Path |
@@ -374,99 +400,100 @@ indexed on [`/sources/literature.md`](/sources/literature.md). The
 `1614ccf9`) are the 8-step SOP rewrite cycle (v3 → v11) Robin re-ran
 on the same paper.
-## openwiki-wiki — working-tree status (2026-08-27)
+## openwiki-wiki — working-tree status (2026-08-28)
 - **Branch:** `main`
- **HEAD:** `502281f86483a4226af6b0c2d1c28cdc5f1d1143` (the
+- **HEAD:** `6024ac74387c76ffca58ef4af5e155396aa13c0c` (the
-  `chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-27)` commit). The 2026-08-27T18:25Z
+  `chore: daily update 2026-08-28` commit). The 2026-08-28T18:09Z
-  fetch observed wiki HEAD bumped from `ebb95c0` (2026-08-26T18:06Z
+  fetch observed wiki HEAD bumped from `502281f8` (2026-08-27T18:25Z
-  fetch) to `502281f` — **2 new automated wiki commits** in the
+  fetch) to `6024ac7` — **2 new automated wiki commits** in the
-  2026-08-26T18:06Z → 2026-08-27T18:25Z 24-hour window: (a) `f51ff7c`
+  2026-08-27T18:25Z → 2026-08-28T18:09Z 24-hour window: (a) `c992dd6`
-  chore: daily update 2026-08-27 (2026-08-27 02:13 +0800); (b)
+  chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts
-  `502281f` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts
+  (sources-sync 2026-08-28, 2026-08-28 02:30 +0800); (b) `6024ac7`
-  (sources-sync 2026-08-27, 2026-08-27 02:30 +0800). Both commits are
+  chore: daily update 2026-08-28 (2026-08-28 02:42 +0800). Both commits are
-  routine auto-orchestration — the `f51ff7c` daily update carried the
+  routine auto-orchestration — the `c992dd6` sources-sync re-applied the
-  synthesis-layer edits from the prior HN-1 2026-08-26T18:00Z +
+  count-data wipe pattern on NocoDB / SeaFile / Wiki.js / RAGFlow for
-  HN-1 2026-08-27T18:00Z + web-search-1 2026-08-26 (skipped) +
+  the **fourteenth** consecutive time (after `997b648` 2026-08-16 +
-  web-search-1 2026-08-27 (skipped) + git-repo-1 2026-08-26T18:06Z runs;
+  `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19
-  the `502281f` sources-sync re-applied the count-data wipe pattern on
+  + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22
-  NocoDB / SeaFile / Wiki.js / RAGFlow for the **thirteenth** consecutive
+  + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25
-  time (after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18
+  + `ebb95c0` 2026-08-26 + `502281f` 2026-08-27 + now `c992dd6`
-  + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21
+  2026-08-28); the `6024ac7` daily update committed 16 of the prior 17
-  + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24
+  dirty files per `git show --stat 6024ac7` — including
-  + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + now `502281f`
+  `.last-update.json` + `commitments.md` + `index.md` + `quickstart.md`
-  2026-08-27).
+  + `sources/README.md` + `sources/git-repo.md` + `sources/hackernews.md`
- **Working-tree state:** 11 modified files (uncommitted — pending
+  + `sources/index.md` + `sources/literature.md` + `sources/nocodb.md`
-  next CLI orchestration). The 2026-08-27T18:25Z fetch observed the
+  + `sources/openwiki-version-drift.md` + `sources/ragflow.md` +
-  working tree at 11 uncommitted files (up from 8 at the
+  `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md`
-  2026-08-26T18:06Z fetch because the `f51ff7c` 2026-08-27 daily
+  + `themes.md` + `themes/index.md` + `themes/05-robin-research.md` —
-  update committed 14 of the prior 17 dirty files per `git show
+  reducing the working-tree dirty count from 17 → 5 per the manifest
-  --stat f51ff7c` — including `commitments.md` + `index.md` +
+  `changedFiles` list (the very next HN-1 2026-08-28T18:00Z + 
  web-search-1 2026-08-28 (skipped) + this git-repo-1 2026-08-28T18:09Z
  run's synthesis edits re-touched 5 of those files + 2 newly-dirty
  files `sources/hackernews.md` + `sources/web-search.md`).
 - **Working-tree state:** 5 modified files (uncommitted — pending
  next CLI orchestration). The 2026-08-28T18:09Z fetch observed the
  working tree at 5 uncommitted files (down from 11 at the
  2026-08-27T18:25Z fetch because the `6024ac7` 2026-08-28 daily
  update committed 16 of the prior 17 dirty files per `git show
  --stat 6024ac7` — 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` — leaving 11 files re-modified by the very next
+  `.last-update.json` — leaving 5 files re-modified by the very next
-  HN-1 2026-08-27T18:00Z + web-search-1 2026-08-27T18:30Z + git-repo-1
+  HN-1 2026-08-28T18:00Z + web-search-1 2026-08-28 (skipped) + git-repo-1
-  2026-08-27T18:25Z runs). The 11 dirty files at this fetch are:
+  2026-08-28T18:09Z runs). The 5 dirty files at this fetch are:
  - `.last-update.json` — CLI metadata, will be updated when this run's
    `status: complete` lands.
  - `quickstart.md` — contains the accumulated "Latest update"
    paragraphs 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 + the "Latest
    update — git-repo-1 (2026-08-26T18:06Z)" paragraph added by the
    2026-08-26 git-repo run; this git-repo-1 2026-08-27T18:25Z run
    adds the "Latest update — git-repo-1 (2026-08-27T18:25Z)" paragraph
    and updates the Backlog git-repo entry to reflect the new wiki HEAD
    `502281f` + the **thirteenth** consecutive sources-sync + the
    2-calendar-day-stale vault HEAD.
  - `index.md` — index of pages, refreshed by the daily update.
-  - `sources/README.md` — refreshed connector-roll table row for
+  - `quickstart.md` — contains the accumulated "Latest update"
-    web-search-1 + refreshed Active connectors Git repo row + HN row
+    paragraphs from the prior HN-1 2026-08-27T18:00Z + HN-1 2026-08-28T18:00Z
-    in this run.
+    + web-search-1 2026-08-27 (skipped) + web-search-1 2026-08-28
    (skipped) + git-repo-1 2026-08-27T18:25Z runs + the "Latest
    update — git-repo-1 (2026-08-27T18:25Z)" paragraph added by the
    2026-08-27 git-repo run; this git-repo-1 2026-08-28T18:09Z run
    adds the "Latest update — git-repo-1 (2026-08-28T18:09Z)" paragraph
    and updates the Backlog git-repo entry to reflect the new wiki HEAD
    `6024ac7` + the **fourteenth** consecutive sources-sync + the
    3-calendar-day-stale vault HEAD + the carry-forward bump to
    17/12/12/5-day + the parallel `templates/` + `celvivo_commercial/`
    confirmed-one-off alongside the `Review/` subfolder.
  - `sources/hackernews.md` — accumulated "Latest update —
-    2026-08-26 18:00 UTC" + "Latest update — 2026-08-27 18:00 UTC"
+    2026-08-27 18:00 UTC" + "Latest update — 2026-08-28 18:00 UTC"
    sections from the prior HN-1 runs (Nvidia-HF acquisition 1719 pts +
    OpenExecutive 890 pts + OpenAI HF-incident 324 pts + Small Models
    Have Arrived 135 pts + LangChain deepagents 1 pt cluster entry +
-    four secondary adjacents + the 16th + 17th consecutive empty / noise
+    four secondary adjacents + the 17th + 18th consecutive empty / noise
-    Algolia lane streak notes) — landed in uncommitted state during the
+    Algolia lane streak notes + the 5 named-stack-adjacent items on the
-    HN-1 runs.
+    2026-08-28 pull — Gemini-3.5-Transcribe 343 pts + NYT Anthropic
-  - `sources/literature.md` — refreshed to reflect the carry-forward
+    blacklisting 318 pts + Reuters Anthropic blacklisting 317 pts +
-    LDR cluster counts + the post-2026-08-25 synthesis edits.
+    Luanti DMCA 287 pts + GLM-5.3 is now open-weight 268 pts + the
-  - `sources/nocodb.md` — auto-generated count-table page that was
+    strengthened open-weight-LLM cluster 10 items / ~2,954+ pts +
-    re-touched by the `502281f` sources-sync 2026-08-27 commit (the
+    AI-vendor-business-stack cluster 5 items / ~1,786+ pts + the new
-    thirteenth consecutive count-data wipe re-application); the page
+    AI-policy / copyright-DMCA lane adjacency) — landed in uncommitted
-    body shows the count values from the prior `ebb95c0` sources-sync
+    state during the HN-1 runs.
-    2026-08-26 commit.
+  - `sources/web-search.md` — connector-skipped operational notes from
-  - `sources/ragflow.md` — auto-generated count-table page that was
+    the 2026-08-27 + 2026-08-28 web-search-1 attempts (both skipped
-    re-touched by the `502281f` sources-sync 2026-08-27 commit
+    because `web-search-1` is not enabled in the runtime registry and
-    (same pattern as `sources/nocodb.md`).
+    `TAVILY_API_KEY` is empty — 14th + 15th consecutive skips on the
-  - `sources/seafile.md` — auto-generated count-table page that was
+    same code path); the file re-appears as dirty after the per-run
-    re-touched by the `502281f` sources-sync 2026-08-27 commit
+    refresh of the operational-notes section.
    (same pattern as `sources/nocodb.md`).
  - `sources/wikijs.md` — auto-generated count-table page that was
    re-touched by the `502281f` sources-sync 2026-08-27 commit
    (same pattern as `sources/nocodb.md`).
  - `themes/05-robin-research.md` — vault-snapshot metadata refreshed
    (fetch timestamp → `2026-08-27T18:25:00Z`, raw-manifest path → the
    new `2026-08-27T18-25-58-335Z` manifest, bumped carry-forward
    counts: `Review/` 15 → 16-day (13 → 14 fetches silent), `templates/`
    + `celvivo_commercial/` 10 → 11-day, `deepread_40240593/` 3 → 4-day).
 - **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 file
+  was committed by the `81ac94a` 2026-08-26 daily update + the
-  re-appears as dirty after this run because the very next synthesis
+  `6024ac7` 2026-08-28 daily update; the file re-appears as dirty after
-  edits re-touch the file (refresh of the timestamp) — same pattern
+  this run because the very next synthesis edits re-touch the file
-  as prior daily updates.
+  (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 |
 | --- | --- | --- |
 | 2026-08-28 | `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" |
@@ -558,6 +585,8 @@ pipeline catches up.
 | Window (UTC) | Vault | Wiki |
 | --- | --- | --- |
 | 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`) |
@@ -573,7 +602,7 @@ pipeline catches up.
 | 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` sources-syncs (which re-applied the same operational pattern as `2507925` — NocoDB / Wiki.js / RAGFlow count values stayed zero across all **13** 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 |
+| **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
@@ -626,9 +655,9 @@ Markdown file counts per deep-read subfolder:
 | `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) |
+| `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) |
-| `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) |
+| `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) |
-| `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) |
+| `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) |
 | `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) |
@@ -703,7 +732,7 @@ fields still 待补).
 - **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 → 2026-08-27, 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_<PMID>`) 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 2026-08-27 at this fetch — directory mtime unchanged across the 2026-08-25 + 2026-08-26 + 2026-08-27 fetches, no pipeline activity since initial creation). **Structural significance** (carried forward from 2026-08-24): (a) the `deepread_<PMID>` naming convention is **not** the prior `04-Literature/Deep-Reads/<vendor>/` 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_<slug>` 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_<slug>/`; 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** (2026-08-27): untracked, **4-day carry-forward** (was 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; 3 fetches silent since the SECOND 5-paper burst landed. **Watchlist signal at the 2026-08-27 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_<slug>/` working folders (the directory mtime is still 2026-08-24 16:31 +0800, unchanged since initial creation); the working-folder pipeline hypothesis has **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 fetches 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_<PMID>` vs `04-Literature/Deep-Reads/<slug>` 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.
+- **`deepread_40240593/` pipeline workspace (2026-08-24 NEW → 2026-08-28, 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_<PMID>`) 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 2026-08-28 at this fetch — directory mtime unchanged across the 2026-08-25 + 2026-08-26 + 2026-08-27 + 2026-08-28 fetches, no pipeline activity since initial creation; **4 fetches silent on directory mtime** at this fetch). **Structural significance** (carried forward from 2026-08-24): (a) the `deepread_<PMID>` naming convention is **not** the prior `04-Literature/Deep-Reads/<vendor>/` 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_<slug>` 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_<slug>/`; 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** (2026-08-28): untracked, **5-day carry-forward** (was 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; 4 fetches silent since the SECOND 5-paper burst landed. **Watchlist signal at the 2026-08-28 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_<slug>/` 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 fetches (4 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_<PMID>` vs `04-Literature/Deep-Reads/<slug>` 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.
@@ -712,9 +741,9 @@ fields still 待补).
 - **`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 2026-08-27, 16-day carry-forward, **one-off interpretation confirmed**)** — `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 2026-08-27 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 fetches, **0 progress in the 2026-08-13 → 2026-08-27 336-hour window**, **14 consecutive fetches silent on the file**). **Watchlist signal downgraded to "stale / not recurring" at the 2026-08-27 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 2026-08-27 fetch is **still single-entry, still untracked** — the structural signal is now **confirmed as one-off**, **16-day carry-forward** with no commit, no follow-up paper landed in the subfolder across **14 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 should be **demoted to a "stale / not recurring" carry-forward note** on the next synthesis pass 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.
+- **Review/ subfolder — first entry (2026-08-13, still uncommitted at 2026-08-28, 17-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 2026-08-28 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 fetches, **0 progress in the 2026-08-13 → 2026-08-28 360-hour window**, **15 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**: 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 2026-08-28 fetch is **still single-entry, still untracked** — the structural signal is **confirmed as one-off**, **17-day carry-forward** with no commit, no follow-up paper landed in the subfolder across **15 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 → 2026-08-27, still uncommitted)** — `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** (2026-08-27): untracked, **11-day carry-forward** since first observation (was 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; **10 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 weakening** (similar to the `Review/` subfolder, **now also confirmed as one-off at 2026-08-27 fetch** per the parallel `Review/` downgrade): the `templates/` directory has remained single-entry + uncommitted for **11 consecutive fetches** with no follow-up template landing despite multiple LDR bursts that could plausibly have generated sales ammunition templates. The directory is now approaching a confirmed "one-off" interpretation alongside the `Review/` entry. **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).
+- **`templates/` subfolder — first entry (2026-08-16, NEW → 2026-08-28, still uncommitted, **one-off interpretation confirmed** at 2026-08-28 fetch alongside the `Review/` subfolder)** — `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** (2026-08-28): untracked, **12-day carry-forward** since first observation (was 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; **11 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 **12 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 now **confirmed as one-off alongside the `Review/` subfolder** at the 2026-08-28 fetch. **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 → 2026-08-27, still uncommitted)** — `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 (2026-08-27): untracked, single-entry, **11-day carry-forward** since first observation (was 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); **10 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 weakening** (similar to the `Review/` + `templates/` subfolders, **now also confirmed as one-off at 2026-08-27 fetch** per the parallel `Review/` downgrade): the `celvivo_commercial/` directory has remained single-entry + uncommitted for **11 consecutive fetches** with no follow-up commercial-doc migration despite 4 LDR bursts landing at vault HEAD; the directory is now approaching a confirmed "one-off" interpretation alongside the `Review/` + `templates/` entries. 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.
+- **`celvivo_commercial/` subfolder — first entry (2026-08-17, NEW → 2026-08-28, still uncommitted, **one-off interpretation confirmed** at 2026-08-28 fetch alongside the `Review/` + `templates/` subfolders)** — `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 (2026-08-28): untracked, single-entry, **12-day carry-forward** since first observation (was 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); **11 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 **12 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 now **confirmed as one-off alongside the `Review/` + `templates/` subfolders** at the 2026-08-28 fetch. 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
@@ -797,9 +826,9 @@ fields still 待补).
 ## Synthesis policy for this source
- **This 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.
+- **This 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 (2026-08-26, git-repo-1 18:06Z):** **0 new vault commits** in the 2026-08-25T18:13Z → 2026-08-26T18:06Z 24-hour window — vault HEAD unchanged at `9d4767c7` (same as the 2026-08-25T18:13Z fetch); **vault silent for the 1st consecutive fetch** since the 2026-08-24/25 SECOND 5-paper burst, **1 calendar day 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` **14-day → 15-day carry-forward** (**12 → 13 fetches silent**, structural signal continuing to weaken — subfolder is more likely one-off than recurring) + `celvivo_commercial/` + `templates/` **9-day → 10-day carry-forward** + `deepread_40240593/` **2-day → 3-day carry-forward**. **Wiki-side**: **2 new automated wiki commits** landed in the 2026-08-25T18:13Z → 2026-08-26T18:06Z 24-hour window — `81ac94a` chore: daily update 2026-08-26 (2026-08-26 02:23 +0800; per `git show --stat 81ac94a` 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 11 → 8) + `ebb95c0` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-26, 2026-08-26 02:30 +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` — the same set of synthesis-layer files the very next run will re-touch. **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 2026-08-25T18:13Z.
+- **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
@@ -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, 2026-08-27, 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]
+tags: [hackernews, evidence-index, source, 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: 2026-08-27T18:00:33Z
+timestamp: 2026-08-28T18:00:29Z
 ---
 # Hacker News — evidence index
@@ -16,10 +16,30 @@ 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:** `2026-08-27T18:00:33Z` (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 2026-08-26 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)
+- **Latest fetch:** `2026-08-28T18:00:29Z` (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 2026-08-27 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/2026-08-27T18-00-02-889Z/hackernews-results.json` (current — **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 entryLine truncated
+- **Raw dumps:** `~/.openwiki/connectors/hackernews/raw/2026-08-28T18-00-01-954Z/hackernews-results.json` (current — **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 consecutiLine truncated
-## Latest update — 2026-08-27 18:00 UTC
+## Latest update — 2026-08-28 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 (29 resolved items — 1 ID resolved to a missing/deleted item), `best` feed had 30 IDs (7 resolved items); deduplication gave **31 unique items across both feeds** (5 overlap between top and best — `49477600` "It works better in the app", `49478340` Get your Windows license refund, `49475079` Luanti Google Play removal, `49479878` GLM-5.3 is now open-weight, `49473522` Anthropic blacklisting ruling; the lower dedup count vs. prior pulls is driven by `best` resolving only 7 items — the **lowest `best` resolution of the 2026-08-07 streak to date**, even lower than the 9 items resolved on the 2026-08-27 pull and the 8 items resolved on the 2026-08-25 pull). The 6-query lane returned **a fully-zero Algolia lane on all 6 queries** — `organoid` returned 0 hits (`nbHits=null / hits=0`), `CelVivo` returned 0 hits, `3Brain` returned 0 hits, `Cellink` returned 0 hits, `openwiki` returned 0 hits, `deepagents` returned 0 hits (clean zero across the board, no substring-noise collisions either — distinct from the 2026-08-22 + 2026-08-27 substring-noise-only pulls); the connector completed normally at `fetchedAt: 2026-08-28T18:00:29.046Z` (24-hour window). The fully-zero Algolia lane is the **5th 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 — five fully-zero pulls bookending the 2026-08-22 + 2026-08-27 substring-noise-only pulls) and **the 6th fully-zero / noise-only Algolia lane in 7 consecutive pulls** (after 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 + 2026-08-27 + 2026-08-28 — **the longest empty/noise Algolia lane streak of the entire 2026-08-07 streak to date**), confirming that 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 Tavily (web-search) lane remains the productive lane for vendor news.
 - **Life-science lane:** **zero vendor-anchored hits across all four named vendor queries — and zero substring-noise hits as well.** All four Algolia vendor queries (`organoid`, `CelVivo`, `3Brain`, `Cellink`) returned `nbHits=null / hits=0` in the 24 h window, with no string-collision noise on `organi-` / `brain` / `calling` / `ceiling` / `helsinki` substrings (the 2026-08-27 pull surfaced 10 noise on `organoid` + 9 noise on `3Brain` + 4 noise on `Cellink`; the 2026-08-22 pull surfaced 1 thematic + 4 noise on `organoid` + 1 thematic + 5 noise on `3Brain` + 3 noise on `Cellink`; 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**, breaking the 2026-08-22 + 2026-08-27 substring-noise-only pull cadence). A title/URL regex sweep across the 31 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 **eighteenth 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 fully-zero pulls + the 2026-08-10 + 2026-08-12 + 2026-08-17 + 2026-08-20 + 2026-08-22 + 2026-08-27 substring-noise-only pulls + the 2026-08-28 fully-zero pull; 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 that the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set). 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 31 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.** `openwiki` returned `nbHits=null / hits=0` — so the `openwiki-brand` watchlist row on `/themes.md` stays at Last seen 2026-07-16. `deepagents` returned `nbHits=null / hits=0` — the first fully-zero `deepagents` lane since the query was added to the LLM-agent topic set, breaking the 2026-08-27 first-positive `deepagents` Algolia hit (LangChain deepagents `49461911` at 1 pt) which stood as a single-event thematic signal but did not promote to a `/themes.md` row. The 31 unique top+best items include **no directly-relevant item for any `/themes.md` row by vendor**, but include **the highest-engagement Google Gemini model item of the 2026-08-07 streak** (`49468818` Gemini-3.5-Transcribe 343 pts) plus **the highest-engagement Anthropic-blacklisting ruling pair of the streak** (`49473522` NYT 318 + `49477055` Reuters 317 = 635 pts combined) plus **the first AI-policy / copyright-DMCA signal of the streak** (`49475079` Luanti Google Play removal 287 pts) plus **the 10th open-weight-LLM cluster entry** (`49479878` GLM-5.3 is now open-weight 268 pts). Per the brief: low-engagement items stay watchlist by default; only high-engagement + directly-relevant items earn promotion. The 31 unique items + 0 Algolia thematic items yield **no `/themes.md` row promotion** because (a) Gemini-3.5-Transcribe is a closed-weight Google competitor, not on Robin's named stack; (b) the Anthropic-blacklisting ruling is AI-vendor-business-stack context, not a vendor-stack change Robin acts on; (c) the Luanti DMCA item is AI policy context, not on Robin's named stack; (d) the GLM-5.3 open-weight item is upstream open-weight-LLM infrastructure context, not a MiniMax-side change. The five highest-engagement items on the pull are **flagged for traceability**:
  - **`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). A Google blog post announcing **Gemini-3.5-Transcribe** — the transcribe-tier release of Google's Gemini 3.5 series. **Highest-engagement best-feed item of the pull** and **highest-engagement Google AI model item of the 2026-08-07 streak** (343 pts is ahead of the 314-pt Unsloth Dynamic 3.0 GGUFs 2026-08-19 in pure best-feed engagement, and is the second-highest single-item engagement on the 2026-08-28 pull after the off-scope 556-pt "It works better in the app"). **Adjacent-not-promoted** per scope because (a) **Google Gemini is a closed-weight competitor to MiniMax-M3, not on Robin's named daily-driver stack** (Hermes / MiniMax-M3+H3 / OpenWiki / RAGFlow / NocoDB / SeaFile / Codex CLI are the named agents); (b) the established scope rule on closed-weight competitor model launches keeps them adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself (per the 2026-08-26 Z.ai Ox Alpha confirmation + the 2026-08-23 GLM-5.3 vs Anthropic/OpenAI essay + the 2026-08-21 DeepSeek V4 Flash vision + the 2026-08-26 GLM-5.3-Flash + Qwen3.8-Flash-Next + Z.ai Ox Alpha cluster + the 2026-08-25 Qwen 3.8-Flash-Next "releasing tomorrow" + the 2026-08-23 Qwen 3.8 27B cluster + the 2026-08-19 Unsloth Dynamic 3.0 GGUFs traceability entries); (c) the brief's "Workflow tooling priority LOW — surface story-worthy changes only" rule does not promote a 343-pt closed-weight competitor model launch to a `/themes.md` row by itself, though the **direct Gemini-3.5-Transcribe ↔ MiniMax-M3 cross-walk to the `MiniMax-m3` row's closed-weight competitor set** makes this the strongest Google AI model item of the pull. Flagged for traceability because (a) the **343-pt best-feed engagement is the highest best-feed engagement of the 2026-08-07 streak** (ahead of the 287-pt Luanti DMCA + the 268-pt GLM-5.3 open-weight in pure best-feed engagement; the prior best-feed high was the 343-pt Gemini-3.5-Transcribe on this very pull — first 343+ best-feed item of the streak); (b) the **Google blog source** is the canonical closed-weight competitor vendor blog — the canonical source for the Gemini series; (c) the **Gemini-3.5-Transcribe "Transcribe" framing** cross-walks to the `MiniMax-m3` row's open-weight vs. closed-weight positioning axis — Gemini-3.5-Transcribe is a vertical-specific (audio transcription) closed-weight model release, while MiniMax-M3 is a general-purpose multimodal model; the architectural parallel is the closed-weight vertical-specific vs. open-weight general-purpose positioning question that affects Robin's customer conversations about MiniMax-M3 vs. closed-weight competitors like Gemini; (d) the **direct cross-walk to the `MiniMax-m3` row** makes this a corroborating closed-weight-competitor-stack signal alongside the prior 2026-08-23 GLM-5.3 vs Anthropic/OpenAI essay (141 pts) + the 2026-08-26 Z.ai Ox Alpha confirmation (391 pts Bloomberg) + the 2026-08-26 GLM-5.3-Flash release (530 pts) + the 2026-08-26 Qwen3.8-Flash-Next release (441 pts); (e) any future HN item at higher engagement combining Gemini-3.5-Transcribe / Gemini 3.5 family + concrete MiniMax-M3 competitive positioning notes becomes the first corroborating event for a `MiniMax-m3-row-annex-closed-weight-competitor-launch` annex on the existing row. **No commitment row** — Gemini-3.5-Transcribe is a closed-weight competitor model release, not a vendor-stack change Robin acts on; the existing `MiniMax-m3` row is the canonical synthesis home. **No open-question row, no `/themes.md` row change** — `MiniMax-m3` stays at Last seen 2026-08-03 (no MiniMax model release; the Gemini-3.5-Transcribe launch is upstream closed-weight competitor context, not a MiniMax-side change).
  - **`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). A New York Times report on **a federal judge ruling that the Trump administration's blacklisting of Anthropic was illegal** — the NYT-side coverage of a major AI-vendor-government ruling. **Second-highest-engagement item on the pull** (318 pts + cross-walked with the 317-pt Reuters companion `49477055`) and **the highest-engagement AI-vendor-business-stack signal of the 2026-08-07 streak** by combined NYT + Reuters engagement (635 pts combined, ahead of the 2026-08-27 OpenAI HF-incident blog at 324 pts + the 2026-08-24 FT Anthropic essay at 738 pts). **Adjacent-not-promoted** per scope because (a) **the Anthropic government blacklisting ruling is AI-vendor-government-business context, not a vendor-stack change Robin acts on**; (b) the established scope rule on AI-vendor government / regulatory rulings keeps them adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself (per the 2026-08-25 Anthropic WFH-security-strike essay 89 pts + the 2026-08-24 FT Anthropic pricing essay 738 pts + the 2026-08-27 OpenAI HF-incident blog 324 pts — three prior AI-vendor-business-stack signals in the streak); (c) the brief's "Workflow tooling priority LOW — surface story-worthy changes only" rule does not promote a 318-pt NYT + 317-pt Reuters AI-vendor-government ruling to a `/themes.md` row by itself, though the **direct AI-vendor-government cross-walk to the FT Anthropic pricing essay + OpenAI HF-incident blog + Anthropic WFH-security-strike essay** makes this the strongest AI-vendor-business-stack signal of the streak. Flagged for traceability because (a) the **318-pt + cross-walked 317-pt NYT+Reuters combined engagement** is the **highest combined-engagement AI-vendor-business-stack signal of the 2026-08-07 streak** (635 pts combined, ahead of the 2026-08-24 FT Anthropic at 738 pts alone but with the NYT+Reuters pair providing multi-source confirmation); (b) the **NYT + Reuters companion pattern** is a multi-source journalistic confirmation that the ruling is widely reported and not a single-outlet item — the Reuters companion at 317 pts is itself a top-10 best-feed engagement on the pull; (c) the **federal-judge ruling framing** is the first federal-court ruling on an AI-vendor government-blacklisting case in the streak, distinct from the FT-pricing-pressure and OpenAI-blog-response AI-vendor-business-stack signals seen previously; (d) the **cross-walk to the 2026-08-27 OpenAI HF-incident blog + the 2026-08-24 FT Anthropic essay + the 2026-08-25 WFH-security-strike essay** makes the AI-vendor-business-stack cluster now total **4 items / ~1,697+ pts across 4 items in 5 pulls** (FT Anthropic 738 + WFH-security-strike 89 + OpenAI HF-incident blog 324 + NYT Anthropic blacklisting 318 + Reuters Anthropic blacklisting 317 = ~1,786+ pts across 5 items in 5 pulls — the strongest sustained engagement cluster of the streak on the AI-vendor-business side); (e) any future HN item at higher engagement combining AI-vendor-government rulings + concrete closed-weight competitor impact on Robin's named stack becomes the first corroborating event for a `MiniMax-m3-row-annex-ai-vendor-government-regulation` annex on the existing row. **No commitment row** — the NYT/Reuters AI-vendor-government ruling is upstream AI-vendor regulatory context; if Robin applies AI-vendor-government regulation analysis to a specific Chinese pharma R&D / CDMO / biotech customer conversation on a future pull, that becomes a downstream commitment. **No `/themes.md` row change**.
  - **`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). A Reuters report on **a US judge ruling the Pentagon's blacklisting of Anthropic was unlawful** — the Reuters-side coverage of the same federal-court ruling reported by the NYT `49473522`. **Third-highest-engagement item on the pull** (317 pts + cross-walked with the 318-pt NYT companion `49473522`) and **the Reuters companion to the NYT Anthropic-blacklisting ruling**. The 317-pt engagement is the second-highest best-feed engagement on the pull (after the 343-pt Gemini-3.5-Transcribe `49468818`); the NYT + Reuters combined engagement of 635 pts is the highest combined-engagement AI-vendor-business-stack signal of the streak. **Adjacent-not-promoted** per scope because (a) **Reuters AI-vendor-government coverage is upstream AI-vendor regulatory context, not a vendor-stack change Robin acts on**; (b) the established scope rule on AI-vendor-government rulings keeps them adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself; (c) the brief's "Workflow tooling priority LOW — surface story-worthy changes only" rule does not promote a 317-pt Reuters ruling to a `/themes.md` row by itself, though the **direct Reuters + NYT cross-publication confirmation** makes this a corroborating multi-source AI-vendor-business-stack signal. Flagged for traceability because (a) the **317-pt Reuters best-feed engagement** is the second-highest best-feed engagement on the pull (after the 343-pt Gemini-3.5-Transcribe); (b) the **Reuters source authority** is a credible wire-service / news-outlet — Reuters is one of the canonical English-language news wires; (c) the **multi-source NYT+Reuters confirmation pattern** strengthens the AI-vendor-government ruling as a widely-reported event rather than a single-outlet item — the Reuters companion confirms the NYT item and adds wire-service sourcing; (d) the **direct cross-walk to the NYT `49473522` Anthropic-blacklisting ruling** makes this a corroborating AI-vendor-business-stack signal; (e) any future HN item at higher engagement combining Reuters AI-vendor-government rulings + concrete closed-weight competitor impact on Robin's named stack becomes the first corroborating event for a `MiniMax-m3-row-annex-ai-vendor-government-regulation-multi-source` annex on the existing row. **No commitment row, no `/themes.md` row change**.
  - **`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). A Luanti blog post on **Luanti being removed from Google Play due to a baseless AI copyright notice** — the open-source Luanti game engine was struck from Google Play by a DMCA notice citing AI-generated content. **Fourth-highest-engagement item on the pull** (287 pts top+best) and **the first AI-policy / copyright-DMCA signal in the 2026-08-07 streak**. **Adjacent-not-promoted** per scope because (a) **the Luanti DMCA-tracer AI item is upstream AI-policy / copyright-DMCA context, not a vendor-stack change Robin acts on**; (b) the established scope rule on AI-policy / copyright-DMCA items keeps them adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself; (c) the brief's "Workflow tooling priority LOW — surface story-worthy changes only" rule does not promote a 287-pt AI-policy / copyright-DMCA item to a `/themes.md` row by itself, though the **direct AI-copyright-DMCA policy cross-walk** makes this the first AI-policy / copyright-DMCA signal in the streak. Flagged for traceability because (a) the **287-pt top+best engagement is the fourth-highest engagement on the pull**; (b) the **"baseless AI copyright notice" framing** is a concrete example of AI-copyright-DMCA weaponization against open-source projects — the Luanti project was removed from Google Play by a DMCA notice that the Luanti team calls baseless and that was traced to an AI tool; this is a real-world example of AI-copyright-DMCA policy in action; (c) the **Luanti blog source** is the canonical open-source game-engine project blog — Luanti is the open-source voxel-game engine formerly known as Minetest; (d) the **direct cross-walk to the AI-policy / copyright-DMCA lane** establishes the AI-policy / copyright-DMCA adjacency as a new micro-cluster signal — the 2026-08-28 pull is the first time the AI-policy / copyright-DMCA lane surfaces as a concrete adjacency in the streak; (e) any future HN item at higher engagement combining AI-policy / copyright-DMCA items + concrete open-source project impact becomes the first corroborating event for an `ai-policy-copyright-dmca` watchlist row on `/themes.md`. **No commitment row, no `/themes.md` row change** — but the AI-policy / copyright-DMCA lane is now flagged as a **new adjacency** for future promotion.
  - **`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). A Z.ai Twitter announcement on **GLM-5.3 being now open-weight** — the open-weight release confirmation of Z.ai's GLM-5.3 series following the 2026-08-26 GLM-5.3-Flash release + the 2026-08-23 GLM-5.3 vs Anthropic/OpenAI essay + the 2026-08-26 Z.ai Ox Alpha confirmation. **Fifth-highest-engagement item on the pull** (268 pts top+best) and **the 10th entry in the open-weight-LLM cluster** of the 2026-08-07 streak. **Adjacent-not-promoted** per scope because (a) **Z.ai / GLM-5.3 is not on Robin's named daily-driver stack** (Hermes / MiniMax-M3+H3 / OpenWiki / RAGFlow / NocoDB / SeaFile / Codex CLI are the named agents); (b) the established scope rule on Z.ai / GLM-series open-weight releases keeps them adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself (per the 2026-08-26 GLM-5.3-Flash 530 pts + the 2026-08-26 Z.ai Ox Alpha 391 pts + the 2026-08-23 GLM-5.3 vs Anthropic/OpenAI 141 pts + the 2026-08-23 GLM-5.3 tablet experiment 268 pts traceability entries); (c) the brief's "Workflow tooling priority LOW — surface story-worthy changes only" rule does not promote a 268-pt Z.ai / GLM-5.3 open-weight release to a `/themes.md` row by itself, though the **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)** makes this a corroborating open-weight-LLM-stack signal. Flagged for traceability because (a) the **268-pt top+best engagement is the fifth-highest engagement on the pull** (after the off-scope 556-pt "It works better in the app" + the 343-pt Gemini-3.5-Transcribe + the 318-pt NYT Anthropic ruling + the 317-pt Reuters Anthropic ruling); (b) the **Z.ai Twitter source** is the canonical Z.ai / GLM-series vendor Twitter — a more authoritative open-weight release venue than the 2026-08-26 Z.ai blog GLM-5.3-Flash post for confirming the open-weight release; (c) the **"GLM-5.3 is now open-weight" framing** confirms the open-weight release foreshadowed by the 2026-08-23 + 2026-08-26 GLM-5.3 cluster — this is the canonical open-weight confirmation signal that the GLM-5.3 series is now available as open-weight; (d) the **10th entry in the open-weight-LLM cluster** — DeepSeek V4 Flash vision 379 pts 2026-08-21 + Unsloth Dynamic 3.0 GGUFs 314 pts 2026-08-19 + GLM-5.3 vs Anthropic/OpenAI 141 pts 2026-08-23 + Qwen 3.8 27B reverse-engineering 234 pts 2026-08-23 + Qwen 3.8-Flash-Next "releasing tomorrow" 244 pts 2026-08-25 + GLM-5.3-Flash 530 pts 2026-08-26 + Qwen3.8-Flash-Next release 441 pts 2026-08-26 + Z.ai Ox Alpha confirmation 391 pts 2026-08-26 + Small Models Have Arrived 135 pts 2026-08-27 + **GLM-5.3 is now open-weight 268 pts 2026-08-28** — **10 independent submissions across 8 pulls over 11 days, total cluster engagement ~2,954+ pts across 10 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); (e) the **cluster density now rises to ~1.25 entries/day over 8 pulls in 11 days** (10 entries / 8 pulls / 11 days); (f) the **cluster diversity now strongest of the streak** — open-weight vendor releases (DeepSeek V4 Flash vision + Qwen 3.8-Flash-Next + GLM-5.3-Flash + Z.ai Ox Alpha + GLM-5.3 is now open-weight) + open-weight benchmarking essays (GLM-5.3 vs Anthropic/OpenAI + GLM-5.3 tablet experiment) + open-weight distribution tools (Unsloth Dynamic 3.0 GGUFs) + Qwen 3.8 27B reverse-engineering test + Small Models Have Arrived essay; (g) any future HN item at higher engagement combining GLM-5.3 open-weight + explicit MiniMax-M3 / Hermes Agent / unsloth-MiniMax-M3-GGUF integration notes becomes the first corroborating event for a `MiniMax-m3-row-annex-open-weight-multimodal-parity` annex on the existing row. **No commitment row, no `/themes.md` row change** — the GLM-5.3 open-weight release is upstream open-weight-LLM infrastructure context.
  - **Highest-engagement items off-scope:** the remaining 26 of 31 unique top+best items fall outside Robin's named stack + 4 application domains per the brief's scope filter — **`49477600` "It works better in the app"** (556 pts top+best — shkspr.mobi essay on apps vs. mobile web, off-scope); **`49478340` "Get your Windows license refund"** (425 pts best, 424 pts top — refund4freedom.org, off-scope); **`49477854` "U.S. sanctions against the A/I Collective"** (256 pts top — inventati.org, off-scope); **`49477564` "Inception-style curved map for turn-by-turn directions"** (259 pts top — orbify.eu, off-scope); **`49478178` "Htmx 4.0.0"** (181 pts top — htmx 4.0.0 release, off-scope); **`49476143` "Hilariously Fast Volume Computation with the Divergence Theorem (2018)"** (204 pts top — alyssarosenzweig.ca, off-scope); **`49477212` "Migrating to HTTPX2"** (157 pts top — github.com/openai/openai-python, OpenAI migration to pydantic/httpx2, off-scope per scope — OpenAI migration is upstream closed-weight vendor tooling, not on Robin's named stack; cross-walked with `49477157` HTTPX2 announcement 88 pts by the same `tosh` submitter); **`49472216` "The Twelve-Factor App"** (107 pts top — 12factor.net, off-scope); **`49479837` "GUIs should be fully keyboard-driven"** (113 pts top — ckardaris.com blog, off-scope); **`49480466` "Just the rumour of a bug is enough to find an exploit these days"** (90 pts top — anil.recoil.org, security adjacent, off-scope); **`49477157` "HTTPX2 – A next-generation HTTP client for Python"** (88 pts top — github.com/pydantic/httpx2, pydantic HTTPX2 announcement, off-scope); **`49478401` "State of the Map 2026"** (85 pts top — State of the Map conference 2026, off-scope); **`49477813` "An investigation into the state of corvid–human relations"** (68 pts top — audubon.org, off-scope); **`49466894` "Suica, Japan's First IC Transit Card"** (65 pts top — Japan transit history, off-scope); **`49477559` "Smaller reactors bring nuclear power closer to fulfilling its promise"** (58 pts top — nature.com, off-scope); **`49476894` "SubSmith – Turn your own videos into language-learning material"** (57 pts top — Show HN, off-scope); **`49480220` "How Dactyl Works"** (49 pts top — dactyl.dev, off-scope); **`49479072` "Verschlimmbesserung: The Word Your Software Updates Need"** (39 pts top — geekyschmidt.com, off-scope); **`49479826` "Don't use musl if you care about performance"** (34 pts top — blog.brokk.ai, off-scope); **`49479302` "The conservationists helping to restore Africa's wild dog populations"** (34 pts top — smithsonianmag.com, off-scope); **`49479898` "Barrier lake continues to pose flood risk, China warns"** (30 pts top — kathmandupost.com, off-scope); **`49478942` "Debugging my new network, when 10 Gigabit Ethernet Runs at 300 Megabits"** (20 pts top — hanselman.com, off-scope); **`49479924` "EasyEffects can massively improve laptop speaker sound quality"** (17 pts top — osnews.com, off-scope); **`49478489` "'Weird' is a weird word"** (40 pts top — deadlanguagesociety.com, off-scope); **`49481672` "Secrets of the Atomic City"** (7 pts top — longreads.com Paducah, off-scope); **`49475979` "Interactive Warhammer 40k Galaxy Map"** (114 pts top — cartographia40k.com, off-scope); **`49481423` "Attimet (YC F24) Is Hiring Members of Technical Staff – Engineering and Research"** (1 pt top — YC hiring, off-scope). Engagement range 1–556 pts across the 31 items; **0 items match a Robin in-scope vendor / customer / application-domain / named-stack keyword directly** (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), **0 items match Robin's broader agent-stack or substrate lane** through the feed (the only agent-harness item on the pull is the **LangChain deepagents `49461911` Algolia query hit from the 2026-08-27 pull, not the 2026-08-28 pull**), **1 item matches Robin's broader closed-weight-competitor lane** (`49468818` Gemini-3.5-Transcribe — adjacent to `MiniMax-m3` row via Gemini as a closed-weight competitor to MiniMax-M3), **2 items match Robin's broader AI-vendor-business-stack lane** (`49473522` NYT Anthropic-blacklisting ruling + `49477055` Reuters companion — direct AI-vendor-government regulation signal, corroborating the 2026-08-24 FT Anthropic + 2026-08-25 WFH-security-strike + 2026-08-27 OpenAI HF-incident blog cluster), **1 item is an AI-policy / copyright-DMCA signal** (`49475079` Luanti Google Play removal — first AI-policy / copyright-DMCA signal in the streak), **1 item matches Robin's broader open-weight-LLM infrastructure lane** (`49479878` GLM-5.3 is now open-weight — 10th entry in the open-weight-LLM cluster, adjacent to `MiniMax-m3` row's open-weight comparison anchor). Per the brief: low-engagement items stay watchlist by default; onlLine truncated
 - **Synthesis result:** **no theme 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 2026-08-20 (no organoid / 3D-bioprinting / CelVivo / 3Brain / Cellink thematic item — the 31 unique feed items include zero application-domain matches; the 2026-08-28 pull is the **first fully-zero Algolia pull since 2026-08-26 with no substring-noise false positives on the vendor queries**, breaking the 2026-08-22 + 2026-08-27 substring-noise-only pull cadence; the prior 2026-08-20 refresh from the `49366519` Nature organoid-time-passage paper + `49373812` Science Alert write-up carries forward unchanged). The `agent-memory-architecture` row stays at Last seen 2026-08-13 (no OKF / MCP Memory / Karpathy LLM Wiki / Agent Mesh item; the 31 unique feed items include zero agent-memory items; the prior 2026-08-13 refresh from the `49286073` MCP Memory using OKF entry + `49286073` HN item carries forward unchanged). The `MiniMax-m3` row stays at Last seen 2026-08-03 (no MiniMax model release; `49468818` Gemini-3.5-Transcribe is **the strongest closed-weight-competitor item of the pull by direct Gemini / M3 cross-walk** at 343 pts best but stays adjacent-not-promoted per scope because Google Gemini is a closed-weight competitor to MiniMax-M3, not on Robin's named stack — the existing `MiniMax-m3` row already cites the benchlm.ai 2026-08-01 V4-Flash-vs-M3 framing + the unsloth `unsloth/MiniMax-M3-GGUF` quantized local-LLM run path + the MyClaw.ai 2026-07-29 multimodal confirmation + the Hermes Agent MiniMax-M3 default-model designation + the 2026-08-21 DeepSeek V4 Flash vision release + the 2026-08-26 GLM-5.3-Flash + Qwen3.8-Flash-Next + Z.ai Ox Alpha cluster + the 2026-08-23 GLM-5.3 vs Anthropic/OpenAI essay + the 2026-08-19 Unsloth Dynamic 3.0 GGUFs + the 2026-08-27 Small Models Have Arrived essay + the 2026-08-27 Nvidia-HF acquisition + the 2026-08-27 OpenAI HF-incident blog, so the Gemini-3.5-Transcribe launch is upstream closed-weight-competitor context rather than a MiniMax-side change; `49479878` GLM-5.3 is now open-weight is **the 10th open-weight-LLM cluster entry** at 268 pts top+best but stays adjacent-not-promoted per scope because Z.ai / GLM-5.3 is not on Robin's named stack — the open-weight-LLM cluster now totals **~2,954+ pts across 10 items in 8 pulls over 11 days**, the strongest sustained engagement cluster in the 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 `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 2026-08-28 pull adds zero evidence to that anchor). 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). 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 = ~1,786+ pts) — the strongest sustained engagement cluster of the streak on the AI-vendor-business side, but no `/themes.md` row is promoted because the cluster is upstream AI-vendor regulatory context, not a vendor-stack change Robin acts on. 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, but engagement is below the 100-pt vendor-release refresh bar for a new `/themes.md` row watchlist entry. All five flag-for-traceability items (Gemini-3.5-Transcribe + NYT Anthropic-blacklisting ruling + Reuters Anthropic-blacklisting ruling + Luanti DMCA + GLM-5.3 is now open-weight) stay adjacent-not-promoted under the existing scope discipline. **Key calls**:
  - **`49468818` Gemini-3.5-Transcribe** is the **strongest closed-weight-competitor item of the pull by direct Gemini / M3 cross-walk** by virtue of (a) the **343-pt best-feed engagement** — the highest best-feed engagement of the 2026-08-07 streak to date (ahead of the 287-pt Luanti DMCA + the 268-pt GLM-5.3 open-weight in pure best-feed engagement; the prior best-feed high was the 343-pt Gemini-3.5-Transcribe on this very pull — the first 343+ best-feed item of the streak); (b) the **Google blog source** is the canonical closed-weight competitor vendor blog — the canonical source for the Gemini series; (c) the **Gemini-3.5-Transcribe "Transcribe" framing** cross-walks to the `MiniMax-m3` row's open-weight vs. closed-weight positioning axis — Gemini-3.5-Transcribe is a vertical-specific (audio transcription) closed-weight model release, while MiniMax-M3 is a general-purpose multimodal model; the architectural parallel is the closed-weight vertical-specific vs. open-weight general-purpose positioning question that affects Robin's customer conversations about MiniMax-M3 vs. closed-weight competitors like Gemini; (d) the **direct cross-walk to the `MiniMax-m3` row** makes this a corroborating closed-weight-competitor-stack signal alongside the prior 2026-08-23 GLM-5.3 vs Anthropic/OpenAI essay (141 pts) + the 2026-08-26 Z.ai Ox Alpha confirmation (391 pts Bloomberg) + the 2026-08-26 GLM-5.3-Flash release (530 pts) + the 2026-08-26 Qwen3.8-Flash-Next release (441 pts) + the 2026-08-27 OpenAI HF-incident blog (324 pts) + the 2026-08-27 Nvidia-HF acquisition (1719 pts); (e) any future HN item at higher engagement combining Gemini-3.5-Transcribe / Gemini 3.5 family + concrete MiniMax-M3 competitive positioning notes becomes the first corroborating event for a `MiniMax-m3-row-annex-closed-weight-competitor-launch` annex on the existing row. **Adjacent-not-promoted** per scope (Google Gemini is a closed-weight competitor to MiniMax-M3, not on Robin's named stack). **No commitment row, no `/themes.md` row change** — `MiniMax-m3` stays at Last seen 2026-08-03 (no MiniMax model release).
  - **`49473522` NYT + `49477055` Reuters Anthropic-blacklisting ruling (635 pts combined)** is the **strongest AI-vendor-business-stack signal of the 2026-08-07 streak** by virtue of (a) the **318-pt NYT + 317-pt Reuters companion-pair engagement** — the highest combined-engagement AI-vendor-business-stack signal of the streak (635 pts combined across the multi-source NYT+Reuters pair, ahead of the 2026-08-27 OpenAI HF-incident blog at 324 pts alone + the 2026-08-24 FT Anthropic essay at 738 pts alone — although the FT Anthropic at 738 pts alone is the highest single-item AI-vendor-business-stack signal, the NYT+Reuters pair provides multi-source journalistic confirmation); (b) the **NYT + Reuters companion pattern** is a multi-source journalistic confirmation that the ruling is widely reported — the NYT + Reuters pair at 318 + 317 = 635 pts is the first multi-source AI-vendor-government ruling on the streak, distinct from the single-source FT-pricing-pressure and OpenAI-blog-response signals seen previously; (c) the **federal-judge ruling framing** is the first federal-court ruling on an AI-vendor government-blacklisting case in the streak, distinct from the FT-pricing-pressure and OpenAI-blog-response signals seen previously; (d) 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 = ~1,786+ pts) — the strongest sustained engagement cluster of the streak on the AI-vendor-business side, rivaling the open-weight-LLM cluster on the AI-infrastructure side; (e) any future HN item at higher engagement combining AI-vendor-government rulings + concrete closed-weight competitor impact on Robin's named stack becomes the first corroborating event for a `MiniMax-m3-row-annex-ai-vendor-government-regulation` annex on the existing row. **Adjacent-not-promoted** per scope (AI-vendor-government rulings are upstream AI-vendor regulatory context, not a vendor-stack change Robin acts on). **No commitment row, no `/themes.md` row change**.
  - **`49475079` Luanti removed from Google Play due to baseless AI copyright notice** is the **first AI-policy / copyright-DMCA signal in the 2026-08-07 streak** by virtue of (a) the **287-pt top+best engagement** — the fourth-highest top-feed engagement on the pull; (b) the **"baseless AI copyright notice" framing** is a concrete example of AI-copyright-DMCA weaponization against open-source projects — the Luanti project was removed from Google Play by a DMCA notice that the Luanti team calls baseless and that was traced to an AI tool; this is a real-world example of AI-copyright-DMCA policy in action; (c) the **Luanti blog source** is the canonical open-source game-engine project blog — Luanti is the open-source voxel-game engine formerly known as Minetest; (d) the **direct cross-walk to the AI-policy / copyright-DMCA lane** establishes the AI-policy / copyright-DMCA adjacency as a new micro-cluster signal — the 2026-08-28 pull is the first time the AI-policy / copyright-DMCA lane surfaces as a concrete adjacency in the streak; (e) any future HN item at higher engagement combining AI-policy / copyright-DMCA items + concrete open-source project impact becomes the first corroborating event for an `ai-policy-copyright-dmca` watchlist row on `/themes.md`. **Adjacent-not-promoted** per scope (AI-policy / copyright-DMCA items are upstream AI-policy context). **No commitment row, no `/themes.md` row change** — but the AI-policy / copyright-DMCA lane is now flagged as a **new adjacency** for future promotion.
  - **`49479878` GLM-5.3 is now open-weight** is the **10th entry in the open-weight-LLM cluster** by virtue of (a) the **268-pt top+best engagement** — the fifth-highest engagement on the pull; (b) the **Z.ai Twitter source** is the canonical Z.ai / GLM-series vendor Twitter — a more authoritative open-weight release venue than the 2026-08-26 Z.ai blog GLM-5.3-Flash post for confirming the open-weight release; (c) the **"GLM-5.3 is now open-weight" framing** confirms the open-weight release foreshadowed by the 2026-08-23 + 2026-08-26 GLM-5.3 cluster — this is the canonical open-weight confirmation signal that the GLM-5.3 series is now available as open-weight; (d) the **10th entry in the open-weight-LLM cluster** — DeepSeek V4 Flash vision 379 pts 2026-08-21 + Unsloth Dynamic 3.0 GGUFs 314 pts 2026-08-19 + GLM-5.3 vs Anthropic/OpenAI 141 pts 2026-08-23 + Qwen 3.8 27B reverse-engineering 234 pts 2026-08-23 + Qwen 3.8-Flash-Next "releasing tomorrow" 244 pts 2026-08-25 + GLM-5.3-Flash 530 pts 2026-08-26 + Qwen3.8-Flash-Next release 441 pts 2026-08-26 + Z.ai Ox Alpha confirmation 391 pts 2026-08-26 + Small Models Have Arrived 135 pts 2026-08-27 + **GLM-5.3 is now open-weight 268 pts 2026-08-28** — **10 independent submissions across 8 pulls over 11 days, total cluster engagement ~2,954+ pts across 10 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); (e) the **cluster density now rises to ~1.25 entries/day over 8 pulls in 11 days** (10 entries / 8 pulls / 11 days); (f) the **cluster diversity now strongest of the streak** — open-weight vendor releases (DeepSeek V4 Flash vision + Qwen 3.8-Flash-Next + GLM-5.3-Flash + Z.ai Ox Alpha + GLM-5.3 is now open-weight) + open-weight benchmarking essays (GLM-5.3 vs Anthropic/OpenAI + GLM-5.3 tablet experiment) + open-weight distribution tools (Unsloth Dynamic 3.0 GGUFs) + Qwen 3.8 27B reverse-engineering test + Small Models Have Arrived essay. **Adjacent-not-promoted** per scope (Z.ai / GLM-5.3 is not on Robin's named stack). Flagged because (a) the **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) makes this a corroborating open-weight-LLM-stack signal; (b) the **Z.ai source authority** gives the open-weight-LLM cluster a vendor Twitter source; (c) any future HN item at higher engagement combining GLM-5.3 open-weight + explicit MiniMax-M3 / Hermes Agent / unsloth-MiniMax-M3-GGUF integration notes becomes the first corroborating event for a `MiniMax-m3-row-annex-open-weight-multimodal-parity` annex on the existing row. **No commitment row, no `/themes.md` row change**.
  - **This is the eighteenth 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 fully-zero pulls + the 2026-08-10 + 2026-08-12 + 2026-08-17 + 2026-08-20 + 2026-08-22 + 2026-08-27 substring-noise-only pulls; the 2026-08-28 pull is the **6th fully-zero Algolia lane in 7 consecutive pulls** — 2026-08-22 substring-noise-only + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 + 2026-08-27 substring-noise-only + 2026-08-28 fully-zero — **the longest empty/noise Algolia lane streak of the entire 2026-08-07 streak to date**, confirming that 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 pattern confirms that the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set; the substring-noise-only / fully-zero Algolia lane is the expected normal state, with occasional thematic hits surfacing on the workflow queries (e.g., the 2026-08-22 `49394827` OzBrain 72 pts on `3Brain` substring-noise + the 2026-08-22 `49400587` Brain Organoids 1 pt on `3Brain` substring-noise + the 2026-08-17 `49331423` Copilot Autofix 1 pt on substring-noise + the 2026-08-27 `49461911` LangChain deepagents 1 pt on `deepagents` substring-noise — 4 thematic Algolia hits across the 17 pulls). 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 (Nvidia-HF acquisition + OpenExecutive + OpenAI HF-incident blog + Small Models Have Arrived + LangChain deepagents cluster entry + Qwen3.8-Flash-Next release + GLM-5.3-Flash release + Z.ai Ox Alpha confirmation + Anthropic operational-distress + data-center water + What Is a Harness? + GLM-5.3 cluster + Qwen 3.8 27B + FT Anthropic essay + AI-coding-expertise-collapse + Munder Difflin + New MCP Roadmap + OzBrain + DeepSeek V4 Flash vision + Proliferate + machine0 + OneCLI + OpenRouter-Stripe confirmation + Copilot Autofix + Unsloth Dynamic 3.0 GGUFs + AGENTS.md + FDA Alzheimer's + cua.ai Minecraft + Warnock GPU geometry amplification + VMs-won't-contain-agents + Bill Gates turbulent-AI-era + LWN 3D-printer AGPL + **Gemini-3.5-Transcribe + NYT Anthropic-blacklisting ruling + Reuters Anthropic-blacklisting companion + Luanti DMCA + GLM-5.3 is now open-weight**) + low-engagement application-domain watchlist items (organoid / neuroscience / Wired features / clinical-research papers) + low-engagement self-hosted-agentic-substrate cluster essays (DeepSeek Harness + machine0 + OneCLI + self-hosted factory + Munder Difflin + What Is a Harness? + LangChain deepagents)" rather than vendor-direct signals. The 5-overlap dedup count between `top` and `best` (31 unique from 29+7) is **the lowest overlap ratio of the streak to date** (the 2026-08-27 pull had 4-overlap from 27+9 = 32 unique, the 2026-08-26 pull had 4-overlap from 29+11 = 36 unique, the 2026-08-25 pull had 6-overlap from 28+8 = 30 unique, the 2026-08-24 pull had 5-overlap from 28+15 = 38 unique, the 2026-08-23 pull had 12-overlap from 28+15 = 31 unique); the 5-overlap on 2026-08-28 is driven by `best` resolving only 7 items — the **lowest `best` resolution of the 2026-08-07 streak to date** — and a slightly higher `top` resolution (29 vs 27 on the prior pull). The 31 unique items are a -1 decrease from the 2026-08-27 pull (which had 32 unique) — consistent with the 24-hour window having a slightly sparser feed on 2026-08-28 than 2026-08-27.
 ### Flag-for-traceability: 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), NYT "Judge rules Trump administration's blacklisting of Anthropic was illegal" (318 pts top+best, second-highest engagement on the pull, direct AI-vendor-government ruling signal, strongest single-item AI-vendor-business-stack signal of the streak), Reuters "Pentagon's blacklisting of Anthropic was unlawful, US judge rules" (317 pts best, Reuters companion to the NYT ruling, multi-source confirmation pattern), 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), GLM-5.3 is now open-weight (268 pts top+best, 10th entry in the open-weight-LLM cluster, cluster now ~2,954+ pts across 10 items in 8 pulls over 11 days) — adjacent, off-scope
 ## Update — 2026-08-27 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 (27 resolved items), `best` feed had 30 IDs (9 resolved items); deduplication gave **32 unique items across both feeds** (4 overlap between top and best feeds — the 4 overlap items are `49458161` Nvidia-HF, `49462763` Microduck, `49464896` xkcd Tariffs, `49465169` 507 Mechanical Movements; the lower dedup count vs. prior pulls is driven by `best` resolving only 9 items — same low resolution as the 2026-08-25 pull). The 6-query lane returned **the first non-fully-zero / non-clean-zero Algolia lane since the 2026-08-22 noise-only pull** — **`organoid` returned 10 substring-noise hits on `organiz-`** (organizational knowledge graph / Backprompter / Vertex archiver / KnotQ calendar / LinkedIn business / cross-functional influence / status update manifesto / PaaS IaaS GaaS / encoding myself / Post Office organized crime), **`3Brain` returned 9 substring-noise hits on `brain`** (Tell HN AI killing brain 23 pts / Braindump coding-rules / Vibe-Coded Brain JetBrains / First AI-assisted brain surgery 6 pts / Six Flags roller-coaster brain injury / Brain preservation / Neurosurgeons AI-assisted tumour / First AI-assisted brain surgery duplicate / Protein secreted by immune cells brain aging), **`Cellink` returned 4 substring-noise hits on `clink`/`helsinki`/`calling`** (ThunderPhone Voice AI / Selling SaaS in India / Voice Calling Without Internet / C++ stream Clink), `CelVivo` returned 0 hits (clean zero), `openwiki` returned 0 hits (clean zero), and **`deepagents` returned 1 thematic hit** (`49461911` "LangChain-AI/deepagents: agent harness", 1 pt, 0 cmts, by `OutOfHere` 2026-08-27, https://github.com/langchain-ai/deepagents — **the first positive `deepagents` Algolia hit since the query was added to the LLM-agent topic set**, a GitHub repo from LangChain's official `langchain-ai` org describing the `deepagents` package as "agent harness"); the connector completed normally at `fetchedAt: 2026-08-27T18:00:33.575Z` (24-hour window).
 - **Life-science lane:** **zero vendor-anchored hits across all four named vendor queries — and zero thematic hits on substring-noise lanes either.** The 10 `organoid` hits are all `organiz-` collisions (organizational / organization / organizing), the 9 `3Brain` hits are all `brain` collisions (cognitive / clinical-neuroscience / preservation), the 4 `Cellink` hits are all `clink`/`helsinki`/`calling` collisions (ThunderPhone / SaaS-in-India / Voice-Calling / C++-Clink stream) — **23 substring-noise hits total across the three vendor queries, but zero thematic organoid / 3Brain / Cellink items.** This breaks the four-consecutive fully-zero Algolia streak on the four vendor queries (2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26) and returns the Algolia lane to the substring-noise-only shape of the 2026-08-22 pull (the 2026-08-22 pull surfaced 5 hits on `organoid` 1-thematic-4-noise + 6 hits on `3Brain` 1-thematic-5-noise + 3 hits on `Cellink` 3-noise). The 2026-08-27 substring-noise-only Algolia shape is **a normal cadence variation under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed**. A title/URL regex sweep across the 32 unique top+best items also turned up **zero organoid / 3D-bioprinting / CelVivo / 3Brain / Cellink / ClinoStar / ClinoReactor / MEA / spheroid / organ-on-chip items** (the 9 highest-engagement substring-noise items on the `3Brain` query — `49468252` Tell HN Man AI is killing my brain 23 pts + `49467537` Braindump 2 pts + `49465887` Vibe-Coded Brain 2 pts + `49465057` First AI-assisted brain surgery 6 pts + `49464944` Six Flags roller coaster 4 pts + `49463468` Brain preservation 1 pt + `49461213` Neurosurgeons AI tumour 3 pts + `49459274` First AI-assisted brain surgery 5 pts + `49457681` Protein brain aging 3 pts — are all cognitive / clinical-neuroscience / preservation topics, NOT organoid / neuroscience-in-vitro / 3Brain-HD-MEA / CelVivo-ClinoStar applications). The "no material HN footprint for the 4 vendor lines" finding continues to hold — this is the **seventeenth 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 fully-zero pulls + the 2026-08-10 + 2026-08-12 + 2026-08-17 + 2026-08-20 + 2026-08-22 + 2026-08-27 substring-noise-only pulls; the 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero pulls 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, confirming that the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set). 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 32 unique top+best items include **zero matches** for any in-scope vendor / customer / application-domain / named-stack 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.
@@ -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, 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 9d4767c7, 2026-08-25, **5 new vault commits in the 2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window — the SECOND consecutive single-day 5-paper LDR cluster: `089177a7` Tevonian 2026 Nat Commun vascularized liver MPS + `583859a8` Yang 2026 Stem Cell Res Ther cardiac organoid review + `9aa2af4c` Update Tevonian 2026 + Yang 2026 (CelVivo/Cellink/Mimetas/3Brain/FemtoBiomed product mapping retrofit + 净化 Robin mentions — the first post-publish vendor-mapping retrofit on the 2026-08-23/24/25 LDR cluster) + `5907cdfc` Shen 2026 Chin Med J vascularized organoids review + `9d4767c7` Zhai 2026 Sci Adv 3D skin pemphigus — combined with the 2026-08-23/24 5-paper burst, **10 papers in 48 hours = the largest sustained 2-day research output in Robin's vault activity log; the burst creates 3 new deep-read subfolders: `Vascularized-Organoids/` (Tevonian + Shen) + `Cardiac-Organoids/` (Yang) + `Skin-Organoids/` (Zhai)**; **vault HEAD unchanged at the 2026-08-27T18:25Z fetch** — 0 new vault commits for the 2nd consecutive fetch since the 2026-08-24/25 burst, vault silent for the 2nd consecutive fetch (2 calendar days stale); the carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` 15-day → 16-day (13 → 14 fetches silent), `celvivo_commercial/` + `templates/` 10-day → 11-day, `deepread_40240593/` 3-day → 4-day — the 2026-08-27 fetch confirms the 2026-08-26 watchlist-downgrade consideration for the Review/ subfolder entry as a one-off) and openwiki-wiki at /home/ldw/.openwiki/wiki (main branch, HEAD 502281f8, 2026-08-27, **2 new automated wiki commits in the 2026-08-26T18:06Z → 2026-08-27T18:25Z window: `f51ff7c` daily update 2026-08-27 + `502281f` sources-sync 2026-08-27 — the thirteenth 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 + now `502281f` 2026-08-27; the `f51ff7c` daily update committed 14 of the prior 17 dirty files, leaving the working-tree dirty count at 11 after the very next synthesis edits re-touched the same files**) 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 — evidence index (Obsidian vault, 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 9d4767c7, 2026-08-25, **5 new vault commits in the 2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window — the SECOND consecutive single-day 5-paper LDR cluster: `089177a7` Tevonian 2026 Nat Commun vascularized liver MPS + `583859a8` Yang 2026 Stem Cell Res Ther cardiac organoid review + `9aa2af4c` Update Tevonian 2026 + Yang 2026 (CelVivo/Cellink/Mimetas/3Brain/FemtoBiomed product mapping retrofit + 净化 Robin mentions — the first post-publish vendor-mapping retrofit on the 2026-08-23/24/25 LDR cluster) + `5907cdfc` Shen 2026 Chin Med J vascularized organoids review + `9d4767c7` Zhai 2026 Sci Adv 3D skin pemphigus — combined with the 2026-08-23/24 5-paper burst, **10 papers in 48 hours = the largest sustained 2-day research output in Robin's vault activity log; the burst creates 3 new deep-read subfolders: `Vascularized-Organoids/` (Tevonian + Shen) + `Cardiac-Organoids/` (Yang) + `Skin-Organoids/` (Zhai)**; **vault HEAD unchanged at the 2026-08-28T18:09Z fetch** — 0 new vault commits for the 3rd consecutive fetch since the 2026-08-24/25 burst, vault silent for the 3rd consecutive fetch (3 calendar days stale); the carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` 16-day → 17-day (14 → 15 fetches silent), `celvivo_commercial/` + `templates/` 11-day → 12-day (now at confirmed-one-off interpretation alongside the `Review/` subfolder), `deepread_40240593/` 4-day → 5-day (mtime unchanged across 4 fetches since creation) — the 2026-08-28 fetch confirms the templates + celvivo_commercial entries as one-off alongside the Review/ entry; the `deepread_40240593/` working-folder pipeline hypothesis is further weakened with mtime unchanged at 5-day carry-forward) and openwiki-wiki at /home/ldw/.openwiki/wiki (main branch, HEAD 6024ac7, 2026-08-28, **2 new automated wiki commits in the 2026-08-27T18:25Z → 2026-08-28T18:09Z window: `c992dd6` sources-sync 2026-08-28 + `6024ac7` daily update 2026-08-28 — the fourteenth 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 + now `c992dd6` 2026-08-28; the `6024ac7` daily update committed 16 of the prior 17 dirty files per `git show --stat 6024ac7`, reducing the working-tree dirty count from 11 → 5 after the very next synthesis edits re-touched the same files + 2 newly-dirty files (sources/hackernews.md + sources/web-search.md replaced previously-dirty sources/literature.md + themes/05-robin-research.md + sources/README.md + sources/{nocodb,ragflow,seafile,wikijs}.md + commitments.md)**) This page is a navigation index — content ingestion (paper deep reads, sales scripts, customer files) happens via the Hermes skill and RAGFlow, not here.
 - [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.
@@ -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]
+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]
-timestamp: 2026-08-25T18:09:00Z
+timestamp: 2026-08-28T18:08:20Z
 ---
 # 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, and 2026-08-27 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 fourteen 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, and 2026-08-28 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 fifteen runs.
 ## 2026-08-28 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. The nightly searxng-fallback slot for the 24-hour window (`~/.openwiki/connectors/web-search/raw/2026-08-27T18-35-06-searxng-fallback/`, written at 2026-08-28 02:35 by the nightly searxng-fallback job) is empty on disk (confirmed — only `.` and `..` entries) — 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, and 2026-08-27 runs hit the same blocker; this is the **fifteenth 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.
 ## 2026-08-27 attempted update — skipped
@@ -16,7 +24,7 @@ timestamp: 2026-08-25T18:09:00Z
 - **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. The nightly searxng-fallback slot for the 24-hour window (`~/.openwiki/connectors/web-search/raw/2026-08-26T18-35-03-searxng-fallback/`, written at 2026-08-27 02:35 by the nightly searxng-fallback job) is empty on disk (confirmed — only `.` and `..` entries) — 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, and 2026-08-27 runs hit the same blocker; this is the **fourteenth 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.
+- **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, and 2026-08-25 runs hit the same blocker; the 2026-08-28 run hit the same blocker too. This was the **fourteenth consecutive skip on the same code path at the time of the 2026-08-27 attempt** (and the fifteenth skip including the 2026-08-28 follow-up). To resolve: set `TAVILY_API_KEY` in the OpenWiki runtime environment and ensure the runtime registry refreshes the connector's enabled state.
 ## 2026-08-25 attempted update — skipped
@@ -1,9 +1,9 @@
 ---
 type: "Reference"
 title: "Theme 5 · Robin's personal research (vendor deep reads + sales ammunition + CRM)"
-description: "Synthesis page for Robin's personal research portfolio — Obsidian vault + literature deep-read pipeline + sales ammunition + China distributor map + active CRM profiles + work-rhythm snapshots. Output routes into vendor themes 01 (organoid-equipment) and 02 (bioprinting). The 2026-08-23/24 fetch surfaced the largest single-day LDR burst since 2026-07-29 — 5 papers committed to main + new `deepread_40240593/` pipeline workspace directory. The 2026-08-26 + 2026-08-27 fetches observed vault HEAD unchanged at `9d4767c7` (vault silent for the 1st + 2nd consecutive fetches since the 2026-08-24/25 SECOND 5-paper LDR burst) with the 4 carry-forward untracked directories (Review + templates + celvivo_commercial + deepread_40240593) bumping their carry-forward counts to 16/11/11/4 days."
+description: "Synthesis page for Robin's personal research portfolio — Obsidian vault + literature deep-read pipeline + sales ammunition + China distributor map + active CRM profiles + work-rhythm snapshots. Output routes into vendor themes 01 (organoid-equipment) and 02 (bioprinting). The 2026-08-23/24 fetch surfaced the largest single-day LDR burst since 2026-07-29 — 5 papers committed to main + new `deepread_40240593/` pipeline workspace directory. The 2026-08-26 + 2026-08-27 + 2026-08-28 fetches observed vault HEAD unchanged at `9d4767c7` (vault silent for the 1st + 2nd + 3rd consecutive fetches since the 2026-08-24/25 SECOND 5-paper LDR burst, **3 calendar days stale**) with the 4 carry-forward untracked directories (Review + templates + celvivo_commercial + deepread_40240593) bumping their carry-forward counts to 17/12/12/5 days — the `Review/` + `templates/` + `celvivo_commercial/` entries are **now confirmed one-off** at the 2026-08-28 fetch (the `Review/` confirmation extending the 2026-08-27 one-off interpretation by another fetch; `templates/` + `celvivo_commercial/` confirmation matching the `Review/` fetch for the first time) and all 3 entries should be demoted to stale / not recurring carry-forward notes on the next synthesis pass."
-tags: [theme, research, vault, deep-read, sales, crm, life-sciences, 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, celvivo-app-note-2026, aiello-bagni-rc-cfd, tian-epicardium-mtor, kim-egain-3d-mea, ajongbolo-brain-organoid-review, tevonian-2026-vascularized-liver-mps, yang-2026-cardiac-organoid-review, shen-2026-vascularized-organoids-review, zhai-2026-3d-skin-pemphigus, vascularized-organoids, cardiac-organoids, skin-organoids, vault-silent-2d, thirteenth-sources-sync, review-subfolder-confirmed-one-off]
+tags: [theme, research, vault, deep-read, sales, crm, life-sciences, 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, celvivo-app-note-2026, aiello-bagni-rc-cfd, tian-epicardium-mtor, kim-egain-3d-mea, ajongbolo-brain-organoid-review, tevonian-2026-vascularized-liver-mps, yang-2026-cardiac-organoid-review, shen-2026-vascularized-organoids-review, zhai-2026-3d-skin-pemphigus, vascularized-organoids, cardiac-organoids, skin-organoids, vault-silent-3d, fourteenth-sources-sync, review-templates-celvivo-commercial-confirmed-one-off]
-timestamp: 2026-08-27T18:25:00Z
+timestamp: 2026-08-28T18:09:00Z
 ---
 # Theme 5 · Robin's personal research (vendor deep reads + sales ammunition + CRM)
@@ -51,17 +51,17 @@ The diagram shows Robin's research substrate: a single Obsidian vault with 8 buc
 ## Knowledge substrate: Obsidian vault
-Snapshot from [`/sources/git-repo.md`](/sources/git-repo.md) (last fetch 2026-08-27T18:25:00Z):
+Snapshot from [`/sources/git-repo.md`](/sources/git-repo.md) (last fetch 2026-08-28T18:09:00Z):
 | Field | Value |
 | --- | --- |
 | Repo path | `/home/ldw/workspace` |
 | Branch | `main` |
-| HEAD | `9d4767c7034a59d8f3206756c2dfeb3f4339c2e0` (**unchanged** at the 2026-08-27T18:25Z fetch — **0 new vault commits** for the 2nd consecutive fetch since the 2026-08-25T18:13Z fetch; the 2026-08-25 SECOND 5-paper LDR burst remains the most recent committed vault activity, 2 calendar days stale; combined with the 2026-08-23/24 burst, **10 LDR files in 48 hours** remains the largest sustained 2-day research output in Robin's vault activity log) |
+| HEAD | `9d4767c7034a59d8f3206756c2dfeb3f4339c2e0` (**unchanged** at the 2026-08-28T18:09Z fetch — **0 new vault commits** for the 3rd consecutive fetch since the 2026-08-25T18:13Z fetch; the 2026-08-25 SECOND 5-paper LDR burst remains the most recent committed vault activity, 3 calendar days stale; combined with the 2026-08-23/24 burst, **10 LDR files in 48 hours** remains the largest sustained 2-day research output in Robin's vault activity log) |
 | Ahead of origin/main | 30 commits new since 2026-08-03 fetch (+5 from the prior 25-commit baseline at the 2026-08-24T18:05Z fetch; total remains 30 since 2026-08-03) |
 | Auth | local path only — no remote, no credentials |
-| Working-tree state | dirty (23 untracked files + 4 untracked directories — `celvivo_commercial/1331651_20260630_131201.pdf` + `templates/类器官IRB申请清单.md` + `deepread_40240593/` (7 subdirs, 4-day carry-forward at 2026-08-27) + `Review/zhou2023_computer_vision_microfluidics.md` (**16-day carry-forward** at the 2026-08-27T18:25Z fetch, **14 fetches silent**, **confirmed one-off** per the 2026-08-27 fetch confirming the 2026-08-26 watchlist-downgrade consideration; the `celvivo_commercial/` + `templates/` entries are also approaching confirmed one-off interpretation at **11-day carry-forward** each, **10 fetches silent**)) |
+| Working-tree state | dirty (23 untracked files + 4 untracked directories — `celvivo_commercial/1331651_20260630_131201.pdf` + `templates/类器官IRB申请清单.md` + `deepread_40240593/` (7 subdirs, **5-day carry-forward** at 2026-08-28, was 4-day at 2026-08-27, **4 consecutive silent fetches** since the 2026-08-24/25 burst — working-folder pipeline hypothesis continuing to weaken) + `Review/zhou2023_computer_vision_microfluidics.md` (**17-day carry-forward** at the 2026-08-28T18:09Z fetch, **15 fetches silent**, **one-off interpretation confirmed at 2026-08-28 fetch** per the 2026-08-27 fetch confirmation; the `celvivo_commercial/` + `templates/` entries are also **confirmed one-off alongside the `Review/` entry** at the 2026-08-28 fetch, both at **12-day carry-forward** + **11 fetches silent**; all 3 entries should be **demoted to "stale / not recurring" carry-forward notes** on the next synthesis pass)) |
-| Raw manifest | `~/.openwiki/connectors/git-repo/raw/2026-08-27T18-25-58-335Z/manifest.json` |
+| Raw manifest | `~/.openwiki/connectors/git-repo/raw/2026-08-28T18-09-49-822Z/manifest.json` |
 | **Latest cluster (2026-08-24/25, replacing the 2026-08-23/24 root-level burst)** | **5-paper LDR burst** (`089177a7` Tevonian 2026 Nat Commun 血管化肝 MPS → `583859a8` Yang 2026 Stem Cell Res Ther cardiac organoid review → `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 → `9d4767c7` Zhai 2026 Sci Adv 3D skin pemphigus) — all 5 files landed in **per-application-domain subfolders** (Tevonian + Shen → `Vascularized-Organoids/` + Yang → `Cardiac-Organoids/` + Zhai → `Skin-Organoids/`) returning to the standard subfolder discipline after the 2026-08-23/24 root-level non-standard pattern; the cluster creates **3 NEW `04-Literature/Deep-Reads/` subfolders**; all 5 single-shot entries plus 1 in-place `M` retrofit commit. Vendor mapping: 4 of 5 papers vendor-anchored to 5-vendor mapping (CelVivo / Cellink / Mimetas / 3Brain / FemtoBiomed) applied retroactively via `9aa2af4c`; the 2026-08-24/25 cluster was the **SECOND consecutive single-day 5-paper LDR burst** — combined with the 2026-08-23/24 burst, **10 LDR files in 48 hours** |
 | **Latest uncommitted artifacts (2026-08-13 → 2026-08-27, multi-file, unchanged across the 2026-08-26 + 2026-08-27 fetches)** | `04-Literature/Deep-Reads/Review/zhou2023_computer_vision_microfluidics.md` (carry-forward untracked from 2026-08-13, now at **16-day carry-forward** at the 2026-08-27 fetch — file mtime `2026-08-11 16:31:54 +0800` so mtime-based carry-forward is 16 days; first-observation-date-based carry-forward is 14 days; **structural signal confirmed as one-off** per `/sources/git-repo.md` Notable-entity entry — 14 consecutive fetches silent on the file; the entry should be demoted to a stale / not recurring carry-forward note on the next synthesis pass) + **2 prior untracked directories added at the 2026-08-17 fetch**, still-uncommitted at the 2026-08-27 fetch (**11-day carry-forward** each — was 10-day at the 2026-08-26 fetch, 9-day at the 2026-08-25 fetch): `celvivo_commercial/1331651_20260630_131201.pdf` (6-30 quote PDF migrated into new folder; both `celvivo_commercial/` and `templates/` are now approaching confirmed one-off interpretation alongside the `Review/` entry) + `templates/类器官IRB申请清单.md` (180-line IRB application checklist derived from Guo 2026; Robin's first customer-facing template produced from a single deep-read — see the new Templates subtree below) + **1 new untracked directory added at the 2026-08-24 fetch** — `deepread_40240593/` (7 subdirs: 5 PMID-named `deepread_<PMID>/` + 2 slug-named `deepread_brain_organoid_fluid/` + `deepread_shear_stress_cs_os/` that exactly map to the Aiello + CelVivo App Note papers; the new directory is Robin's LDR pipeline intermediate-artifact workspace, see `/sources/git-repo.md` Notable-entity § "deepread_40240593/ pipeline workspace"; **4-day carry-forward** at 2026-08-27, directory mtime unchanged since 2026-08-24 16:31 +0800, the working-folder pipeline hypothesis has weakened — the absence of mtime movement across the 2026-08-25 + 2026-08-26 + 2026-08-27 fetches suggests the pipeline may have been abandoned or formalized differently) |
@@ -114,9 +114,9 @@ Snapshot from [`/sources/git-repo.md`](/sources/git-repo.md) (last fetch 2026-08
 | `Retinal/` | 1 | retinal organoid |
 | `Microbioreactor/` | 1 | Rosero 2026 Front Bioeng Biotechnol (added 2026-08-07) |
 | `Cells/` | 1 | Fernandez Vallone 2026 Cells THSDC (added 2026-08-08) |
-| `Review/` | 1 | Zhou 2023 computer vision + microfluidics (added 2026-08-13, **untracked**, **10-day carry-forward** at 2026-08-21 fetch (was 9-day at 2026-08-20) — **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**; **14-day carry-forward** at 2026-08-25 fetch — **12 fetches silent**; **15-day carry-forward** at 2026-08-26 fetch — **13 fetches silent**; **16-day carry-forward** at 2026-08-27 fetch — **14 fetches silent** — **confirmed one-off interpretation at 2026-08-27 fetch** per the parallel `Review/` downgrade in `/sources/git-repo.md`) |
+| `Review/` | 1 | Zhou 2023 computer vision + microfluidics (added 2026-08-13, **untracked**, **10-day carry-forward** at 2026-08-21 fetch (was 9-day at 2026-08-20) — **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**; **14-day carry-forward** at 2026-08-25 fetch — **12 fetches silent**; **15-day carry-forward** at 2026-08-26 fetch — **13 fetches silent**; **16-day carry-forward** at 2026-08-27 fetch — **14 fetches silent** — **confirmed one-off interpretation at 2026-08-27 fetch** per the parallel `Review/` downgrade in `/sources/git-repo.md`; **17-day carry-forward** at 2026-08-28 fetch — **15 fetches silent** — **now demoted to "stale / not recurring" carry-forward note** at the 2026-08-28 fetch) |
-| `Templates/` | 1 | `类器官IRB申请清单.md` v1.0 (2026-08-16, derived from Guo 2026 ethics deep-read, **untracked**; first customer-facing template produced from a single deep-read; **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**) |
+| `Templates/` | 1 | `类器官IRB申请清单.md` v1.0 (2026-08-16, derived from Guo 2026 ethics deep-read, **untracked**; first customer-facing template produced from a single deep-read; **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; entry should be demoted to a stale carry-forward note on the next synthesis pass) |
-| `CelVivo-commercial/` | 1 | `1331651_20260630_131201.pdf` (2026-06-30 quote PDF migrated into new folder 2026-08-17, **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**) |
+| `CelVivo-commercial/` | 1 | `1331651_20260630_131201.pdf` (2026-06-30 quote PDF migrated into new folder 2026-08-17, **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; entry should be demoted to a stale carry-forward note on the next synthesis pass) |
 Total ≈ 1,206 deep-read notes on `main` + **1 untracked entry in the new `Review/` subfolder** (`zhou2023_computer_vision_microfluidics.md`, 2026-08-13 — first review-type subfolder; future-commit candidate) + **2 new untracked directories** (`templates/类器官IRB申请清单.md` + `celvivo_commercial/1331651_20260630_131201.pdf`, 2026-08-17). The 4 vendor subfolders (Celvivo / 3Brain / Cellink / Organoid) cover the canonical product KB per the wiki goal focus areas. 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.
@@ -4,4 +4,4 @@
 - [Theme 2 · 3D bioprinting (Cellink / BIONOVA)](02-bioprinting.md) - Synthesis page for Robin's 3D bioprinting theme — Cellink BIO X / BIONOVA X / Lumen X extrusion and DLP printing hardware for tissue engineering, drug tablets, and scaffold fabrication.
 - [Theme 3 · AI Agent tools (Hermes / Codex / MiniMax code)](03-ai-agents.md) - Synthesis page for Robin's daily-driver AI agent stack — Hermes Agent on WSL, MiniMax code on the desktop, Codex CLI fallback, OpenWiki as cross-agent memory substrate, and supporting toolchain (RustDesk, Gitea, Wiki.js, RAGFlow).
 - [Theme 4 · Local LLM deployment (Ollama / bge-reranker / RAGFlow)](04-local-llm.md) - Synthesis page for Robin's local-LLM fleet — Ollama serve + qwen2.5vl:7b vision model + BAAI/bge-m3 embeddings (Ollama + LM Studio) + bge-reranker rerank + RAGFlow KB retrieval + adjacent NAS subsystems (NocoDB / SeaFile / Wiki.js / Feishu mail).
- [Theme 5 · Robin's personal research (vendor deep reads + sales ammunition + CRM)](05-robin-research.md) - Synthesis page for Robin's personal research portfolio — Obsidian vault + literature deep-read pipeline + sales ammunition + China distributor map + active CRM profiles + work-rhythm snapshots. Output routes into vendor themes 01 (organoid-equipment) and 02 (bioprinting). The 2026-08-23/24 fetch surfaced the largest single-day LDR burst since 2026-07-29 — 5 papers committed to main + new `deepread_40240593/` pipeline workspace directory. The 2026-08-26 + 2026-08-27 fetches observed vault HEAD unchanged at `9d4767c7` (vault silent for the 1st + 2nd consecutive fetches since the 2026-08-24/25 SECOND 5-paper LDR burst) with the 4 carry-forward untracked directories (Review + templates + celvivo_commercial + deepread_40240593) bumping their carry-forward counts to 16/11/11/4 days.
+- [Theme 5 · Robin's personal research (vendor deep reads + sales ammunition + CRM)](05-robin-research.md) - Synthesis page for Robin's personal research portfolio — Obsidian vault + literature deep-read pipeline + sales ammunition + China distributor map + active CRM profiles + work-rhythm snapshots. Output routes into vendor themes 01 (organoid-equipment) and 02 (bioprinting). The 2026-08-23/24 fetch surfaced the largest single-day LDR burst since 2026-07-29 — 5 papers committed to main + new `deepread_40240593/` pipeline workspace directory. The 2026-08-26 + 2026-08-27 + 2026-08-28 fetches observed vault HEAD unchanged at `9d4767c7` (vault silent for the 1st + 2nd + 3rd consecutive fetches since the 2026-08-24/25 SECOND 5-paper LDR burst, **3 calendar days stale**) with the 4 carry-forward untracked directories (Review + templates + celvivo_commercial + deepread_40240593) bumping their carry-forward counts to 17/12/12/5 days — the `Review/` + `templates/` + `celvivo_commercial/` entries are **now confirmed one-off** at the 2026-08-28 fetch (the `Review/` confirmation extending the 2026-08-27 one-off interpretation by another fetch; `templates/` + `celvivo_commercial/` confirmation matching the `Review/` fetch for the first time) and all 3 entries should be demoted to stale / not recurring carry-forward notes on the next synthesis pass.
Author	SHA1	Message	Date
OpenWiki Bot	ef0e144615	chore: daily update 2026-08-29	2026-08-29 02:26:28 +08:00
Robin	0f6a9010b2	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 02:26:12 +08:00