chore: daily update 2026-08-28

sources/README.md

@@ -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, 2026-08-26, 2026-08-25, 2026-08-24, 2026-08-23]
-timestamp: 2026-08-26T18:06:15Z
+tags: [sources, connectors, evidence, ingestion, 2026-08-27, 2026-08-26, 2026-08-25, 2026-08-24, 2026-08-23]
+timestamp: 2026-08-27T18:25:00Z
 ---
 
 # Sources
@@ -14,9 +14,9 @@ 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 2026-08-26 18:00 UTC — sixteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries; the 2026-08-26 pull is a fully-zero pull (organoid 0 + CelVivo 0 + 3Brain 0 + Cellink 0 + openwiki 0 + deepagents 0, `nbHits=null` in the runtime payload) — **2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 are four consecutive fully-zero Algolia lanes**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date**, bookending the 2026-08-22 noise-only pull; 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 noise-only Algolia substring hits include **1 thematic organoid duplicate** (`49400587` Nautilus "The Remarkable Lives of 5-Year-Old Brain Organoids" 1 pt top, the 3rd neural-organoid HN signal in 11 pulls after the 2026-07-27 Nature biocomputing `49071596` + 2026-08-12 Wired `49266068` + 2026-08-20 Nature `49366519` + Science Alert `49373812`) + **2 agent-memory-architecture adjacents** (`49394827` OzBrain 72 pts top, submitter text explicitly cites "Obsidian vaults with 7k files synced through a VPS, markdown repos behind their own MCP servers" — exact architectural parallel to Robin's OpenWiki + Obsidian vault stack; `49399942` Knowl 1 pt top, open-source MCP-backed agent memory with memory-pruning pattern — same pattern the `agent-memory-architecture` row anchors on); the strongest named-stack-adjacent items on the 2026-08-26 pull are `49449507` "GLM-5.3-Flash" 530 pts top (**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-Flash architecture pattern that the `MiniMax-m3` row's V4-Flash-comparison framework references; adjacent-not-promoted per scope — Z.ai / GLM is not on Robin's named stack) + `49448210` "Qwen3.8-Flash-Next" 441 pts top (qwen.ai blog — Alibaba's official Qwen blog; **canonical "releasing tomorrow → released" follow-up pattern** confirming the 2026-08-25 "releasing tomorrow" announcement `49432317` 244 pts; **strongest Qwen-flash-family item of the streak**; adjacent-not-promoted per scope — Qwen is not on Robin's named stack) + `49446422` "Z.ai confirms Ox Alpha is a new GLM-series model and will release its weights" 391 pts top (Bloomberg; **strongest Bloomberg-sourced Z.ai item of the streak**; "will release its weights" framing confirms Z.ai's open-weight release commitment; stealth-model-rivals-deepseek framing cross-walks to the 2026-08-21 DeepSeek V4 Flash vision item; adjacent-not-promoted per scope — Z.ai is not on Robin's named stack) + `49445727` "RAG Is Simpler Than You Think" 345 pts top (lighthousenewsletter.com; **closest-to-Robin's-stack item of the pull** because **RAGFlow IS on Robin's named daily-driver stack**; the essay is a general RAG-architecture discussion rather than a RAGFlow-specific release or technical change, so adjacent-not-promoted per scope); three additional adjacents flagged for traceability: `49450188` "VMs won't contain cyber-capable agents" 69 pts top (Trail of Bits blog — agent-substrate essay, first agent-substrate essay since the 2026-08-23 "What Is a Harness?" entry in the cluster; adjacent-not-promoted per scope), `49451313` "The turbulent AI era is here" 52 pts top (Bill Gates Notes — first Bill Gates Notes AI-essay on the 2026-08-07 streak; adjacent-not-promoted per scope), `49452980` "An ongoing 3D-printer AGPL violation" 10 pts top (LWN.net — open-source licensing news with "3D" word-collision only; off-scope per scope)) |
-| Git repo (`git-repo-1`, Obsidian vault + OpenWiki wiki) | [/sources/git-repo.md](/sources/git-repo.md) | active (last 2026-08-26 18:06 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 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); 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); wiki HEAD bumped `127c2dc` → `1003b92` → `ebb95c0a` over the 2026-08-25 + 2026-08-26 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 2026-08-26 fetch — `Review/` 14 → 15-day, `celvivo_commercial/` + `templates/` 9 → 10-day, `deepread_40240593/` 2 → 3-day — all 4 directories are approaching a 'stale / not recurring' interpretation) |
-| 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, and 2026-08-25 update attempts skipped — connector not enabled, `TAVILY_API_KEY` missing; **thirteenth consecutive skip on the same code path**) |
+| 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) |
+| 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.
 
@@ -28,9 +28,9 @@ Additional connectors appear here automatically once they are authenticated and
 | Slack | not configured | `openwiki auth slack` | Needs `search:read` for definitive self-message search; otherwise falls back to recent conversations. |
 | Notion | not configured | Notion MCP credentials | Discovery via `openwiki_list_mcp_tools`; do not guess tool names. |
 | 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, and 2026-08-25 update attempts were skipped because the connector was not enabled in the runtime registry (**thirteenth 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 2026-08-26 18:00 UTC — **sixteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries** (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 noise-only pulls; the **2026-08-26 pull adds to 2026-08-23 + 2026-08-24 + 2026-08-25 to form four consecutive fully-zero Algolia lanes**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date**, bookending the 2026-08-22 noise-only pull; empty-pulls-on-vendor-queries is normal cadence, not an outage, no config-side intervention needed). The 2026-08-26 pull recorded **four adjacents worth flagging for traceability** — `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-Flash architecture pattern that the `MiniMax-m3` row's V4-Flash-comparison framework references; adjacent-not-promoted per scope — Z.ai / GLM is not on Robin's named stack) + `49448210` "Qwen3.8-Flash-Next" 441 pts top (qwen.ai blog — Alibaba's official Qwen blog; **canonical "releasing tomorrow → released" follow-up pattern** confirming the 2026-08-25 "releasing tomorrow" announcement `49432317` 244 pts; **strongest Qwen-flash-family item of the streak**; adjacent-not-promoted per scope — Qwen is not on Robin's named stack) + `49446422` "Z.ai confirms Ox Alpha is a new GLM-series model and will release its weights" 391 pts top (Bloomberg; **strongest Bloomberg-sourced Z.ai item of the streak**; "will release its weights" framing confirms Z.ai's open-weight release commitment; stealth-model-rivals-deepseek framing cross-walks to the 2026-08-21 DeepSeek V4 Flash vision item; adjacent-not-promoted per scope — Z.ai is not on Robin's named stack) + `49445727` "RAG Is Simpler Than You Think" 345 pts top (lighthousenewsletter.com; **closest-to-Robin's-stack item of the pull** because **RAGFlow IS on Robin's named daily-driver stack**; the essay is a general RAG-architecture discussion rather than a RAGFlow-specific release or technical change, so adjacent-not-promoted per scope); three additional adjacents flagged for traceability: `49450188` "VMs won't contain cyber-capable agents" 69 pts top (Trail of Bits blog — agent-substrate essay, first agent-substrate essay since the 2026-08-23 "What Is a Harness?" entry in the cluster; adjacent-not-promoted per scope), `49451313` "The turbulent AI era is here" 52 pts top (Bill Gates Notes — first Bill Gates Notes AI-essay on the 2026-08-07 streak; adjacent-not-promoted per scope), `49452980` "An ongoing 3D-printer AGPL violation" 10 pts top (LWN.net — open-source licensing news with "3D" word-collision only; off-scope per scope). The 2026-08-25 pull (prior) flagged three named-stack-adjacent items for traceability — `49432317` "Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)" 244 pts top (ModelScope; **strongest open-weight-LLM-adjacent item of the pull by inference-lane impact**; **seventh open-weight-LLM-adjacent item in the 2026-08-07 streak**; adjacent-not-promoted per scope — Qwen is not on Robin's named stack), `49434291` "Anthropic tells staff to work from home due to possible security team strike" 89 pts top (Business Insider; **strongest AI-vendor-business-adjacent item of the pull by Anthropic operational-distress context**; cross-walks to the broader Anthropic-competitive-pressure narrative; adjacent-not-promoted per scope — Anthropic operational distress is upstream-of-MiniMax competitive context, not a vendor-stack change Robin acts on), `49437152` "Water Behind the Watts: The Hidden Risk of Powering Data Centers" 15 pts top (Ceres sustainability non-profit; **only data-center-energy-adjacent item on the 2026-08-25 top+best feed lane** + **first water-resource framing in the 2026-08-07 streak**; adjLine 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 2026-08-26 18:06 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 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); 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); wiki HEAD bumped `127c2dc` → `1003b92` → `ebb95c0a` over the 2026-08-25 + 2026-08-26 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 2026-08-26 fetch — `Review/` 14 → 15-day, `celvivo_commercial/` + `templates/` 9 → 10-day, `deepread_40240593/` 2 → 3-day — all 4 directories are approaching a 'stale / not recurring' interpretation. |
+| 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. |
 
 ## How new source pages get created
 

sources/git-repo.md

@@ -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 2026-08-26T18:06Z fetch** — 0 new vault commits since the prior 2026-08-25T18:13Z fetch, vault silent for the 1st consecutive fetch since the 2026-08-24/25 5-paper burst; the carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` 14-day → 15-day (12 → 13 fetches silent), `celvivo_commercial/` + `templates/` 9-day → 10-day, `deepread_40240593/` 2-day → 3-day) and openwiki-wiki at /home/ldw/.openwiki/wiki (main branch, HEAD ebb95c0a, 2026-08-26, **2 new automated wiki commits in the 2026-08-25T18:13Z → 2026-08-26T18:06Z window: `81ac94a` daily update 2026-08-26 + `ebb95c0` sources-sync 2026-08-26 — the twelfth 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 + now `ebb95c0` 2026-08-26; the `81ac94a` daily update committed 14 of the prior 17 dirty files, reducing the working-tree dirty count from 11 → 8**) 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 2026-08-27T18:25Z 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."
 resource: "~/.openwiki/connectors/git-repo/config.json"
-tags: [git-repo, evidence, vault, openwiki-wiki, source, 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-1d]
-timestamp: 2026-08-26T18:06:00Z
+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]
+timestamp: 2026-08-27T18:25:00Z
 ---
 
 # Git repo — evidence index (Obsidian vault + OpenWiki wiki)
@@ -55,39 +55,40 @@ 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:** `2026-08-26T18:06:00Z` (raw manifest
-  `~/.openwiki/connectors/git-repo/raw/2026-08-26T18-06-29-420Z/manifest.json`).
+- **Latest fetch:** `2026-08-27T18:25:00Z` (raw manifest
+  `~/.openwiki/connectors/git-repo/raw/2026-08-27T18-25-58-335Z/manifest.json`).
 - **Source config:** `~/.openwiki/connectors/git-repo/config.json`
 - **State:** `~/.openwiki/connectors/git-repo/state.json` records
-  `latestIds` per repo; the 2026-08-26T18:06Z fetch observed vault HEAD
-  **unchanged** at `9d4767c7` (same as the 2026-08-25T18:13Z fetch —
+  `latestIds` per repo; the 2026-08-27T18:25Z fetch observed vault HEAD
+  **unchanged** at `9d4767c7` (same as the 2026-08-26T18:06Z + 2026-08-25T18:13Z fetches —
   **0 new vault commits** in the 24-hour window, **vault silent for
-  the 1st consecutive fetch** since the 2026-08-24/25 SECOND 5-paper
+  the 2nd 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, 1 calendar day stale), and observed `openwiki-wiki`
-  bumped from `1003b92` (2026-08-25T18:13Z fetch) to
-  **`ebb95c0a85b85e5abb8d11463cfa8b855c504e5f`** (2 new automated wiki
-  commits in the 24-hour window: `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 the working-tree
-  dirty 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
+  activity, 2 calendar days stale), and observed `openwiki-wiki`
+  bumped from `ebb95c0` (2026-08-26T18:06Z fetch) to
+  **`502281f86483a4226af6b0c2d1c28cdc5f1d1143`** (2 new automated wiki
+  commits in the 24-hour window: `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 the working-tree
+  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 + now `ebb95c0` 2026-08-26).
+  2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + now
+  `502281f` 2026-08-27).
 
-## obsidian-vault — working-tree status (2026-08-26)
+## obsidian-vault — working-tree status (2026-08-27)
 
 - **Branch:** `main`
 - **HEAD:** `9d4767c7034a59d8f3206756c2dfeb3f4339c2e0` (vault HEAD
-  **unchanged** from the 2026-08-25T18:13Z fetch — **0 new vault
-  commits** in the 2026-08-25T18:13Z → 2026-08-26T18:06Z 24-hour
-  window, **vault silent for the 1st consecutive fetch** since the
+  **unchanged** from 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, **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, 1 calendar day stale). The 2026-08-24/25 cluster is the **SECOND
+  remains the most recent vault activity, 2 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
@@ -103,8 +104,8 @@ 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
-  2026-08-25T18:13Z → 2026-08-26T18:06Z 24-hour window — vault is
-  silent in this fetch; the 5-paper 2026-08-24/25 LDR cluster (4 new
+  2026-08-26T18:06Z → 2026-08-27T18:25Z 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
   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
@@ -119,19 +120,19 @@ 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
-  **10-day carry-forward** at this fetch — was 9-day at the
-  2026-08-25T18:13Z fetch). The `Review/zhou2023_computer_vision_microfluidics.md`
-  first-entry file is unchanged from the 2026-08-25T18:13Z fetch
-  (mtime 2026-08-11, **15-day carry-forward** in the untracked set at
-  this fetch — was 14-day at the 2026-08-25T18:13Z fetch; the
+  **11-day carry-forward** at this fetch — was 10-day at the
+  2026-08-26T18:06Z fetch). The `Review/zhou2023_computer_vision_microfluidics.md`
+  first-entry file is unchanged from the 2026-08-26T18:06Z fetch
+  (mtime 2026-08-11, **16-day carry-forward** in the untracked set at
+  this fetch — was 15-day at the 2026-08-26T18:06Z fetch; the
   structural signal continues to weaken per the Notable-entity entry
-  on the `Review/` subfolder — **13 fetches silent** at this fetch,
-  was 12 fetches silent at the 2026-08-25T18:13Z fetch).
+  on the `Review/` subfolder — **14 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).
 - **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 2026-08-26T18:06Z fetch (vault silent for the 1st
+  unchanged at the 2026-08-27T18:25Z fetch (vault silent for the 2nd
   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**:
@@ -140,17 +141,20 @@ 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) — **15-day carry-forward** at this fetch (was 14-day
-  at the 2026-08-25T18:13Z fetch); the structural signal continues to
+  committed it) — **16-day carry-forward** at this fetch (was 15-day
+  at the 2026-08-26T18:06Z fetch); the structural signal continues to
   weaken per the Notable-entity entry on the `Review/` subfolder (the
   subfolder has been a single-entry watchlist since 2026-08-13, now
-  **13 fetches silent** — was 12 fetches silent at the
-  2026-08-25T18:13Z fetch). The `celvivo_commercial/` + `templates/`
-  untracked dirs continue to carry forward (now **10-day carry-forward**
-  at this fetch — was 9-day at the 2026-08-25T18:13Z fetch); the
+  **14 fetches silent** — was 13 fetches silent at the
+  2026-08-26T18:06Z fetch; **the 2026-08-27 fetch confirms the one-off
+  interpretation** per the 2026-08-26 watchlist-downgrade consideration
+  and the entry should be demoted to a stale carry-forward note on the
+  next synthesis pass). The `celvivo_commercial/` + `templates/`
+  untracked dirs continue to carry forward (now **11-day carry-forward**
+  at this fetch — was 10-day at the 2026-08-26T18:06Z fetch); the
   `deepread_40240593/` untracked pipeline workspace also continues to
-  carry forward (now **3-day carry-forward** — was 2-day at the
-  2026-08-25T18:13Z fetch); no NEW untracked dirs at this fetch.
+  carry forward (now **4-day carry-forward** — was 3-day at the
+  2026-08-26T18:06Z fetch); no NEW untracked dirs at this fetch.
 - **Working-tree status (raw manifest, abbreviated):**
 
   | Status | Path |
@@ -370,76 +374,86 @@ 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 (2026-08-26)
+## openwiki-wiki — working-tree status (2026-08-27)
 
 - **Branch:** `main`
-- **HEAD:** `ebb95c0a85b85e5abb8d11463cfa8b855c504e5f` (the
-  `chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-26)` commit). The 2026-08-26T18:06Z
-  fetch observed wiki HEAD bumped from `1003b92` (2026-08-25T18:13Z
-  fetch) to `ebb95c0a` — **2 new automated wiki commits** in the
-  2026-08-25T18:13Z → 2026-08-26T18:06Z 24-hour window: (a) `81ac94a`
-  chore: daily update 2026-08-26 (2026-08-26 02:23 +0800); (b)
-  `ebb95c0` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts
-  (sources-sync 2026-08-26, 2026-08-26 02:30 +0800). Both commits are
-  routine auto-orchestration — the `81ac94a` daily update carried the
-  synthesis-layer edits from the prior HN-1 2026-08-25T18:00Z +
-  HN-1 2026-08-26T18:00Z + web-search-1 2026-08-25 (skipped) +
-  git-repo-1 2026-08-25T18:13Z runs; the `ebb95c0` sources-sync
-  re-applied the count-data wipe pattern on NocoDB / SeaFile /
-  Wiki.js / RAGFlow for the **twelfth** consecutive time (after
-  `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18
+- **HEAD:** `502281f86483a4226af6b0c2d1c28cdc5f1d1143` (the
+  `chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-27)` commit). The 2026-08-27T18:25Z
+  fetch observed wiki HEAD bumped from `ebb95c0` (2026-08-26T18:06Z
+  fetch) to `502281f` — **2 new automated wiki commits** in the
+  2026-08-26T18:06Z → 2026-08-27T18:25Z 24-hour window: (a) `f51ff7c`
+  chore: daily update 2026-08-27 (2026-08-27 02:13 +0800); (b)
+  `502281f` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts
+  (sources-sync 2026-08-27, 2026-08-27 02:30 +0800). Both commits are
+  routine auto-orchestration — the `f51ff7c` daily update carried the
+  synthesis-layer edits 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 `502281f` sources-sync re-applied the count-data wipe pattern on
+  NocoDB / SeaFile / Wiki.js / RAGFlow for the **thirteenth** consecutive
+  time (after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18
   + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21
   + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24
-  + `1003b92` 2026-08-25 + now `ebb95c0` 2026-08-26).
-- **Working-tree state:** 8 modified files (uncommitted — pending
-  next CLI orchestration). The 2026-08-26T18:06Z fetch observed the
-  working tree at 8 uncommitted files (down from 11 at the
-  2026-08-25T18:13Z fetch because the `81ac94a` 2026-08-26 daily
+  + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + now `502281f`
+  2026-08-27).
+- **Working-tree state:** 11 modified files (uncommitted — pending
+  next CLI orchestration). The 2026-08-27T18:25Z fetch observed the
+  working tree at 11 uncommitted files (up from 8 at the
+  2026-08-26T18:06Z fetch because the `f51ff7c` 2026-08-27 daily
   update committed 14 of the prior 17 dirty files per `git show
-  --stat 81ac94a` — including `commitments.md` + `index.md` +
+  --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` — leaving 8 files re-modified by this git-repo-1
-  2026-08-26T18:06Z run). The 8 dirty files at this fetch are:
+  `.last-update.json` — leaving 11 files re-modified by the very next
+  HN-1 2026-08-27T18:00Z + web-search-1 2026-08-27T18:30Z + git-repo-1
+  2026-08-27T18:25Z runs). The 11 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 2026-08-25T18:00Z + HN-1 2026-08-26T18:00Z
-    + web-search-1 2026-08-25 (skipped) + git-repo-1 2026-08-25T18:13Z
-    runs + the "Latest update — git-repo-1 (2026-08-25T18:13Z)"
-    paragraph added by the 2026-08-25 git-repo run; this git-repo-1
-    2026-08-26T18:06Z run adds the "Latest update — git-repo-1
-    (2026-08-26T18:06Z)" paragraph and updates the Backlog git-repo
-    entry to reflect the new wiki HEAD `ebb95c0a`.
+    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
     web-search-1 + refreshed Active connectors Git repo row + HN row
     in this run.
   - `sources/hackernews.md` — accumulated "Latest update —
-    2026-08-25 18:00 UTC" + "Latest update — 2026-08-26 18:00 UTC"
-    sections from the prior HN-1 runs (Qwen 3.8-Flash-Next ModelScope
-    release announcement + Anthropic operational-distress + data-center
-    water + GLM-5.3-Flash 530 pts release + Qwen3.8-Flash-Next actual
-    release + Z.ai Ox Alpha Bloomberg confirmation + RAG Is Simpler
-    Than You Think + Trail of Bits VMs-won't-contain-agents + Bill
-    Gates turbulent-AI-era + LWN 3D-printer AGPL — adjacent, off-scope
-    + the 15th + 16th consecutive empty / noise-only Algolia lane
-    streak notes) — landed in uncommitted state during the HN-1 runs.
+    2026-08-26 18:00 UTC" + "Latest update — 2026-08-27 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
+    Algolia lane streak notes) — landed in uncommitted state during the
+    HN-1 runs.
+  - `sources/literature.md` — refreshed to reflect the carry-forward
+    LDR cluster counts + the post-2026-08-25 synthesis edits.
   - `sources/nocodb.md` — auto-generated count-table page that was
-    re-touched by the `ebb95c0` sources-sync 2026-08-26 commit (the
-    twelfth consecutive count-data wipe re-application); the page
-    body shows the count values from the prior `1003b92` sources-sync
-    2026-08-25 commit.
+    re-touched by the `502281f` sources-sync 2026-08-27 commit (the
+    thirteenth consecutive count-data wipe re-application); the page
+    body shows the count values from the prior `ebb95c0` sources-sync
+    2026-08-26 commit.
   - `sources/ragflow.md` — auto-generated count-table page that was
-    re-touched by the `ebb95c0` sources-sync 2026-08-26 commit
+    re-touched by the `502281f` sources-sync 2026-08-27 commit
     (same pattern as `sources/nocodb.md`).
   - `sources/seafile.md` — auto-generated count-table page that was
-    re-touched by the `ebb95c0` sources-sync 2026-08-26 commit
+    re-touched by the `502281f` sources-sync 2026-08-27 commit
     (same pattern as `sources/nocodb.md`).
   - `sources/wikijs.md` — auto-generated count-table page that was
-    re-touched by the `ebb95c0` sources-sync 2026-08-26 commit
+    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`)
@@ -453,6 +467,8 @@ on the same paper.
 
 | Date | Hash | Note |
 | --- | --- | --- |
+| 2026-08-27 | `502281f` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-27) — **count-data wipe re-applied** for the **thirteenth** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576` + 2026-08-22 `43d4548` + 2026-08-23 `8f8f767` + 2026-08-24 `127c2dc` + 2026-08-25 `1003b92` + 2026-08-26 `ebb95c0`); see Notable-entity § "2026-08-15 sources-sync bug" |
+| 2026-08-27 | `f51ff7c` | chore: daily update 2026-08-27 (synthesis-layer edits accumulated from the prior HN-1 2026-08-26T18:00Z + HN-1 2026-08-27T18:00Z + web-search-1 2026-08-26 (skipped) + web-search-1 2026-08-27 (skipped) + git-repo-1 2026-08-26T18:06Z runs; committed 14 of the prior 17 dirty files per `git show --stat f51ff7c` — including `commitments.md` + `index.md` + `themes.md` + `themes/index.md` + `themes/05-robin-research.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/openwiki-version-drift.md` + `sources/web-search.md` + `sources/README.md` + `quickstart.md` + `.last-update.json`; reducing uncommitted-file count from 17 → 11) |
 | 2026-08-26 | `ebb95c0` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-26) — **count-data wipe re-applied** for the **twelfth** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576` + 2026-08-22 `43d4548` + 2026-08-23 `8f8f767` + 2026-08-24 `127c2dc` + 2026-08-25 `1003b92`); see Notable-entity § "2026-08-15 sources-sync bug" |
 | 2026-08-26 | `81ac94a` | chore: daily update 2026-08-26 (synthesis-layer edits accumulated from the prior HN-1 2026-08-25T18:00Z + HN-1 2026-08-26T18:00Z + web-search-1 2026-08-25 (skipped) + git-repo-1 2026-08-25T18:13Z runs; committed 14 of the prior 17 dirty files per `git show --stat 81ac94a` — including `commitments.md` + `index.md` + `themes.md` + `themes/index.md` + `themes/05-robin-research.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/openwiki-version-drift.md` + `sources/web-search.md` + `sources/README.md` + `quickstart.md` + `.last-update.json`; reducing uncommitted-file count from 11 → 8) |
 | 2026-08-25 | `1003b92` | chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-25) — **count-data wipe re-applied** for the **eleventh** consecutive sources-sync (after 2026-08-15 `2507925` + 2026-08-16 `997b648` + 2026-08-17 `be49285` + 2026-08-18 `1fc73ae` + 2026-08-19 `dcb53a2` + 2026-08-20 `bd30339` + 2026-08-21 `f6c2576` + 2026-08-22 `43d4548` + 2026-08-23 `8f8f767` + 2026-08-24 `127c2dc`); see Notable-entity § "2026-08-15 sources-sync bug" |
@@ -542,6 +558,8 @@ pipeline catches up.
 
 | Window (UTC) | Vault | Wiki |
 | --- | --- | --- |
+| 2026-08-26T18:06:00Z → 2026-08-27T18:25:00Z | HEAD **unchanged** at `9d4767c7` (**0 new commits**, **0 new mtime changes** — **vault silent for the 2nd consecutive fetch** since the 2026-08-24/25 SECOND 5-paper burst; the 2026-08-25 5-paper cluster remains the most recent vault activity, **2 calendar days stale**; the carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` 15-day → **16-day carry-forward** (13 → **14 fetches silent**, **2026-08-27 fetch confirms the 2026-08-26 watchlist-downgrade consideration as a one-off**, entry should be demoted to a stale carry-forward note on the next synthesis pass) + `celvivo_commercial/` + `templates/` 10-day → **11-day carry-forward** + `deepread_40240593/` 3-day → **4-day carry-forward**; no new untracked dirs) | HEAD `ebb95c0` → `502281f` (**2 new automated commits**: `f51ff7c` chore: daily update 2026-08-27 (2026-08-27T02:13 +0800, committed 14 of the prior 17 dirty files per `git show --stat f51ff7c` — including `commitments.md` + `index.md` + `themes.md` + `themes/index.md` + `themes/05-robin-research.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/openwiki-version-drift.md` + `sources/web-search.md` + `sources/README.md` + `quickstart.md` + `.last-update.json`; reducing uncommitted-file count from 17 → 11) + `502281f` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-27, 2026-08-27T02:30 +0800, the **thirteenth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + `ebb95c0` 2026-08-26 + now `502281f` 2026-08-27); the manifest `changedFiles` shows 11 dirty wiki files this fetch — `M .last-update.json` + `M index.md` + `M quickstart.md` + `M sources/README.md` + `M sources/hackernews.md` + `M sources/literature.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/web-search.md` + `M sources/wikijs.md` + `M themes/05-robin-research.md`) |
+| --- | --- | --- |
 | 2026-08-25T18:13:00Z → 2026-08-26T18:06:00Z | HEAD **unchanged** at `9d4767c7` (**0 new commits**, **0 new mtime changes** — **vault silent for the 1st consecutive fetch** since the 2026-08-24/25 SECOND 5-paper burst; the 2026-08-25 5-paper cluster remains the most recent vault activity, 1 calendar day stale; the carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` 14-day → **15-day carry-forward** (12 → **13 fetches silent**) + `celvivo_commercial/` + `templates/` 9-day → **10-day carry-forward** + `deepread_40240593/` 2-day → **3-day carry-forward**; no new untracked dirs) | HEAD `1003b92` → `ebb95c0a` (**2 new automated commits**: `81ac94a` chore: daily update 2026-08-26 (2026-08-26T02:23 +0800, committed 14 of the prior 17 dirty files per `git show --stat 81ac94a` — including `commitments.md` + `index.md` + `themes.md` + `themes/index.md` + `themes/05-robin-research.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/openwiki-version-drift.md` + `sources/web-search.md` + `sources/README.md` + `quickstart.md` + `.last-update.json`; reducing uncommitted-file count from 11 → 8) + `ebb95c0` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-26, 2026-08-26T02:30 +0800, the **twelfth** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + `1003b92` 2026-08-25 + now `ebb95c0` 2026-08-26); the manifest `changedFiles` shows 8 dirty wiki files this fetch — `M .last-update.json` + `M quickstart.md` + `M sources/README.md` + `M sources/hackernews.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/wikijs.md`) |
 | --- | --- | --- |
 | 2026-08-24T18:05:00Z → 2026-08-25T18:13:00Z | HEAD `fb017e4f` → `9d4767c7` (**5 new commits**: `089177a7` Tevonian 2026 Nat Commun 血管化肝 MPS + `583859a8` Yang 2026 Stem Cell Res Ther cardiac organoid review + `9aa2af4c` Tevonian + Yang product-mapping retrofit + `5907cdfc` Shen 2026 Chin Med J vascularized organoids review + `9d4767c7` Zhai 2026 Sci Adv 3D skin pemphigus — **SECOND consecutive single-day 5-paper LDR burst**; combined with the 2026-08-23/24 5-paper burst, **10 LDR papers in 48 hours** = largest sustained 2-day research output in Robin's vault activity log; the cluster creates **3 new `04-Literature/Deep-Reads/` subfolders**: `Vascularized-Organoids/` (Tevonian + Shen) + `Cardiac-Organoids/` (Yang) + `Skin-Organoids/` (Zhai), expanding Robin's per-vendor / per-application-domain subfolder taxonomy from ~19 to ~22; the cluster includes the **first post-publish vendor-mapping retrofit commit** (`9aa2af4c`) — adding CelVivo/Cellink/Mimetas/3Brain/Femtobiomed product mapping + 净化 Robin mentions to Tevonian + Yang retroactively) | HEAD `127c2dc` → `1003b92` (**2 new automated commits**: `3255613` chore: daily update 2026-08-25 + `1003b92` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-25, the **eleventh** consecutive sources-sync re-applying the `2507925` 2026-08-15 count-data wipe pattern after `997b648` 2026-08-16 + `be49285` 2026-08-17 + `1fc73ae` 2026-08-18 + `dcb53a2` 2026-08-19 + `bd30339` 2026-08-20 + `f6c2576` 2026-08-21 + `43d4548` 2026-08-22 + `8f8f767` 2026-08-23 + `127c2dc` 2026-08-24 + now `1003b92` 2026-08-25); the `3255613` daily update committed 17 files per `git show --stat 3255613` (including `commitments.md` + `sources/git-repo.md` + `sources/hackernews.md` + `sources/index.md` + `sources/literature.md` + `sources/nocodb.md` + `sources/openwiki-version-drift.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `index.md` + `quickstart.md` + `sources/README.md` + `themes.md` + `themes/05-robin-research.md` + `themes/index.md`); the manifest `changedFiles` shows 11 dirty wiki files this fetch — `M .last-update.json` + `M index.md` + `M quickstart.md` + `M sources/README.md` + `M sources/git-repo.md` + `M sources/hackernews.md` + `M sources/literature.md` + `M sources/nocodb.md` + `M sources/ragflow.md` + `M sources/seafile.md` + `M sources/web-search.md` + `M sources/wikijs.md`) |
@@ -555,7 +573,7 @@ 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` sources-syncs (which re-applied the same operational pattern as `2507925` — NocoDB / Wiki.js / RAGFlow count values stayed zero across all **8** 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` 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 |
 
 ## Vault navigation index
 
@@ -608,9 +626,9 @@ 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) |
-| `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) |
-| `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) |
+| `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) |
+| `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) |
+| `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) |
 | `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) |
@@ -685,7 +703,7 @@ 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 → 2026-08-26, 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 2026-08-26 at this fetch — directory mtime unchanged across the 2026-08-25 + 2026-08-26 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** (2026-08-26): untracked, **3-day carry-forward** (was 2-day at the 2026-08-25T18:13Z fetch, 1-day at the 2026-08-24T18:05Z fetch), future-commit candidate; 2 fetches silent since the SECOND 5-paper burst landed. **Watchlist signal at the 2026-08-26 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 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 → 2026-08-27, 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.
 - **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.
@@ -694,9 +712,9 @@ 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 2026-08-26, 15-day carry-forward, watchlist signal continuing to weaken)** — `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 2026-08-26 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 fetches, **0 progress in the 2026-08-13 → 2026-08-26 312-hour window**, **13 consecutive fetches silent on the file**). **Watchlist signal continuing to weaken at this 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 `Review/` subfolder at the 2026-08-26 fetch is **still single-entry, still untracked** — the structural signal **continues to weaken** at this fetch (**15-day carry-forward** with no commit, no follow-up paper landed in the subfolder across **13 consecutive fetches**). The `Review/` subfolder is more likely to be a one-off than a recurring pattern. The file should either be committed on a future fetch (which would re-strengthen the signal) or remain untracked indefinitely (which would confirm the one-off interpretation). **Watchlist downgrade consideration at the 2026-08-26 fetch**: with the structural signal continuing to weaken for 13 consecutive fetches with no follow-up paper landing in the subfolder (and 4 consecutive bursts of LDR activity landing at the vault HEAD without routing any review-type paper to the `Review/` subfolder), the `Review/` subfolder entry's watchlist status is approaching a downgrade-to-stale threshold; a 2026-08-27 fetch that lands the file as still-uncommitted would confirm the one-off interpretation and the entry should be demoted to a "stale / not recurring" carry-forward note rather than an active watchlist entry. No synthesis routes until the file is committed.
-- **`templates/` subfolder — first entry (2026-08-16, NEW → 2026-08-26, 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** (2026-08-26): untracked, **10-day carry-forward** since first observation (was 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; **9 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): the `templates/` directory has remained single-entry + uncommitted for **10 consecutive fetches** with no follow-up template landing despite multiple LDR bursts that could plausibly have generated sales ammunition templates. The directory is approaching a "one-off" interpretation. **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 → 2026-08-26, 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 (2026-08-26): untracked, single-entry, **10-day carry-forward** since first observation (was 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); **9 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): the `celvivo_commercial/` directory has remained single-entry + uncommitted for **10 consecutive fetches** with no follow-up commercial-doc migration despite 4 LDR bursts landing at vault HEAD; the directory is approaching a "one-off" interpretation. 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.
+- **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.
+- **`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).
+- **`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.
 - **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
@@ -779,7 +797,9 @@ fields still 待补).
 
 ## Synthesis policy for this source
 
-- **This 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.
+- **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.
+
+- **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 (2026-08-25, git-repo-1 18:13Z):** **5 new vault commits**
   in the 2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window — the

sources/hackernews.md

@@ -2,8 +2,8 @@
 type: "Reference"
 title: "Hacker News — evidence index"
 description: "Compact evidence trail for the Hacker News connector (hackernews-1, Robin-curated life-sciences + AI workflow). Synthesis lives on /themes.md, /commitments.md, etc.; this page only records ingestion coverage and notable items."
-tags: [hackernews, evidence-index, source, 2026-08-26, 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: 2026-08-26T18:00:33Z
+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]
+timestamp: 2026-08-27T18:00:33Z
 ---
 
 # Hacker News — evidence index
@@ -16,10 +16,38 @@ 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:** `2026-08-26T18:00:33Z` (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 2026-08-25 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/2026-08-26T18-00-02-497Z/hackernews-results.json` (current — **sixteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **fully-zero Algolia lane on all 6 queries**: `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=null / hits=0` — same shape as the 2026-08-21 + 2026-08-23 + 2026-08-25 fully-zero pulls, confirming the same fully-zero lane; the 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 fully-zero pulls are four consecutive fully-zero pulls bookending the 2026-08-22 noise-only pull — **four fully-zero Algolia lanes in four consecutive pulls**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date** (five fully-zero bookends: 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26), confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; 36 unique top+best items, no in-scope vendor / customer / application-domain / named-stack signal — strongest adjacent items are the three open-weight-LLM cluster entries (`49449507` GLM-5.3-Flash 530 pts z.ai blog + `49448210` Qwen3.8-Flash-Next 441 pts qwen.ai blog + `49446422` Z.ai Ox Alpha 391 pts Bloomberg) plus the 345-pt RAG-adjacent `49445727` RAG Is Simpler Than You Think — all adjacent-not-promoted per scope because none of the open-weight LLM vendors / general RAG essays is on Robin's named daily-driver stack; see 2026-08-26 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-25T18-00-02-968Z/hackernews-results.json` (prior — **fifteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **fully-zero Algolia lane on all 6 queries**: `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=null / hits=0` — same shape as the 2026-08-21 + 2026-08-23 fully-zero pulls, confirming the same fully-zero lane; the 2026-08-23 + 2026-08-24 + 2026-08-25 fully-zero pulls are three consecutive fully-zero pulls bookending the 2026-08-22 noise-only pull — **three fully-zero Algolia lanes in three consecutive pulls**, the **longest fully-zero Algolia streak in the 2026-08-07 streak to date** (four fully-zero bookends: 2026-08-21 + 2026-08-23 + 2026-08-24 + 2026-08-25), confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; 30 unique top+best items, no in-scope vendor / customer / application-domain / named-stack signal — strongest adjacent item is **`49432317` "Qwen 3.8-Flash-Next releasing tomorrow (125B a6B)"** (244 pts modelscope.cn — **strongest open-weight-LLM-adjacent item of the pull by inference-lane impact**; open-weight Qwen family release, cross-walks to the `MiniMax-m3` row's open-weight comparison anchor; **adjacent-not-promoted** per scope because Qwen is not on Robin's named stack), see 2026-08-25 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-24T18-00-02-633Z/hackernews-results.json` (prior — **fourteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries**; **fully-zero Algolia lane on all 6 queries**: `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=0 / hits=0` — the runtime payload reports clean integer `nbHits=0` (vs the `nbHits=null` shape on the 2026-08-21 + 2026-08-23 fully-zero pulls, both confirming the same fully-zero lane); the 2026-08-21 / 2026-08-23 / 2026-08-24 fully-zero pulls are bookends on the 2026-08-22 noise-only pull, **three fully-zero Algolia lanes in four consecutive pulls**, confirming the empty-pulls-on-vendor-queries cadence is normal under the 6-query LLM-agent topic set, not an outage, no config-side intervention needed; 38 unique top+best items, no in-scope vendor / customer / application-domain / named-stack signal — strongest weakly-adjacent items are **`49411102` "Anthropic's best AI model struggles to attract users as cheaper tools thrive"** (738 pts top+best, 649 cmts — **highest-engagement item of the pull**; FT business-model pressure on Anthropic's best AI model; **adjacent-not-promoted** per scope because Anthropic pricing pressure is not on Robin's named stack; off-scope per scope), **`49415893` "FDA clears blood test to aid evaluation for Alzheimer's disease"** (154 pts top, 73 cmts, washu.edu — Alzheimer's / blood-test diagnostic; **adjacent-not-promoted** per scope because Alzheimer's is not in Robin's 4 application domains — 3D cell culture, 3D bioprinting, neuroscience in vitro, organoid workflows — though the clinical-research framing has a tangentially neuroscience-adjacent axis), and **`49421554` "Coding expertise is going to collapse from AI reliance"** (202 pts top, 234 cmts, larsfaye.com — AI-coding talent-debate essay; **adjacentLine truncated
+- **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)
+- **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
 
-## Latest update — 2026-08-26 18:00 UTC
+## Latest 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.
+- **Workflow lane:** **zero positive `openwiki` brand hits; one positive `deepagents` hit.** `openwiki` returned `nbHits=null / hits=0` — so the `openwiki-brand` watchlist row on `/themes.md` stays at Last seen 2026-07-16. **`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 — LangChain's official `langchain-ai/deepagents` GitHub repo; the HN title describes it as "agent harness", directly invoking the self-hosted-agentic-substrate cluster framing that `hermes-agent-v0-19-quicksilver` row documents). The 32 unique top+best items include **no directly-relevant item for any `/themes.md` row by vendor**, but include **the highest-engagement open-weight-LLM infrastructure event of the 2026-08-07 streak** (`49458161` Nvidia-HF acquisition, 1719 pts, 802 cmts) plus **the 7th entry in the 14-day self-hosted-agentic-substrate cluster** (`49461911` LangChain deepagents, 1 pt, 0 cmts — ends the cooling-density pattern of the past 3 pulls). Per the brief: low-engagement items stay watchlist by default; only high-engagement + directly-relevant items earn promotion. The 32 unique items + 1 Algolia thematic item yield **no `/themes.md` row promotion** because (a) the Nvidia-HF acquisition is upstream open-weight-LLM infrastructure context, not a MiniMax-side change; (b) the LangChain deepagents cluster entry is below the 100-pt vendor-release refresh bar; (c) all other items fall outside Robin's named stack + 4 application domains per the brief's scope filter. The four highest-engagement items on the pull are **flagged for traceability**:
+  - **`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). A Business Insider report on **Nvidia agreeing to acquire Hugging Face for $13B** — the largest AI-infrastructure consolidation event on the 2026-08-07 streak by both score and comment count. **Highest-engagement item on the pull by both top+best score (1719 pts) and comment count (802 cmts)**, and **highest-engagement item of the entire 2026-08-07 streak** (the prior streak high was the 2026-08-26 Dolly Parton obituary at 1535 pts; the 1719-pt Nvidia-HF acquisition surpasses it). **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 on non-named-stack AI-infrastructure events keeps them adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself (per the 2026-07-30 / 2026-08-03 / 2026-08-10 / 2026-08-12 / 2026-08-13 / 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 / 2026-08-26 traceability entries); (c) the brief's "Workflow tooling priority LOW — surface story-worthy changes only" rule does not promote a 1719-pt acquisition news item 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 — all of which are hosted on Hugging Face as their canonical distribution channel) + the strongest AI-vendor-infrastructure event of the streak** make this the strongest open-weight-LLM-infrastructure-adjacent item of the pull. Flagged for traceability because (a) the **1719-pt engagement is the highest single-item engagement of the entire 2026-08-07 streak to date** (ahead of Dolly Parton obituary 1535 pts 2026-08-26 + AWS DuckDB 762 pts 2026-08-26 + FT Anthropic 738 pts 2026-08-24 + Nvidia $673B forecast 77 pts 2026-08-27 + GLM-5.3-Flash 530 pts 2026-08-26); (b) the **802-cmt comment count is the second-highest of the entire streak** (after the 2026-08-17 GitHub August 17 outage at 722 cmts but surpassing the 2026-08-24 FT Anthropic at 649 cmts and the 2026-08-26 Dolly Parton at 240 cmts in absolute terms, and the comment-vs-upvote ratio is 802/1719 = 0.47 indicating substantive debate); (c) the **Nvidia acquisition of Hugging Face directly affects the open-weight-LLM distribution ecosystem** — 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 that the `MiniMax-m3` row's V4-Flash-comparison framework references; the acquisition could affect upstream model-card hosting, gated-access workflows, GPU-inference pricing, and open-weight-LLM distribution model — all of which are upstream-of-MiniMax concerns; (d) the **$13B valuation is nearly twice the 2026-08-17 Stripe-OpenRouter $7B+ acquisition**, signaling continued AI-infrastructure consolidation in the 2026-08 streak (Nvidia + Stripe / OpenAI are the three acquirers); (e) the **Hugging Face acquisition cross-walks to the `MiniMax-m3` row's open-weight comparison anchor** because Hugging Face is the canonical upstream distribution channel for the entire open-weight LLM competitive set that the row references — even if HF distribution model is unchanged post-acquisition, the Nvidia-owned HF could affect GPU-inference pricing, model-card hosting, and gated-access workflows that touch MiniMax's competitive position; (f) any future HN item at higher engagement combining Nvidia-HF post-acquisition + concrete open-weight-LLM distribution changes (e.g., HF model-card policy changes, HF-inference pricing changes, HF-gated-access changes) becomes the first corroborating event for a `MiniMax-m3-row-annex-open-weight-distribution-shift` annex on the existing row. **No commitment row** — Nvidia-HF acquisition is an upstream AI-infrastructure event, 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 Nvidia-HF acquisition is upstream open-weight-LLM infrastructure context, not a MiniMax-side change). The Nvidia-HF event joins the existing 2026-08-17 Stripe-OpenRouter ($7B+) + 2026-08-26 AWS DuckDB ($13B nominal, smaller scope) as the third major AI-infrastructure consolidation of the 2026-08-07 streak.
+  - **`49458418` "CEO fired developers to make room for AI. Developers create open source AI CEO"** (890 pts, 608 cmts, **top**, by `GrumpySciGuy` 2026-08-27, https://github.com/SenteLabsAI/OpenExecutive — SenteLabsAI/OpenExecutive GitHub). A Show HN for **OpenExecutive** — an open-source AI CEO project from `SenteLabsAI`, framed as the developer-side response to a CEO firing developers to make room for AI. **Second-highest-engagement item on the pull** (890 pts + 608 cmts — the 608-cmt count is the second-highest top-feed comment count on the pull after the 802-cmt Nvidia-HF, and is the third-highest of the 2026-08-07 streak after the 2026-08-17 GitHub outage 722 cmts + the 2026-08-24 FT Anthropic 649 cmts). **Adjacent-not-promoted** per scope because (a) **SenteLabsAI/OpenExecutive is not on Robin's named daily-driver stack** (Hermes / MiniMax-M3+H3 / OpenWiki / RAGFlow / NocoDB / SeaFile / Codex CLI are the named agents; OpenExecutive is a community open-source project); (b) the established scope rule on AI-agent / AI-executive projects keeps them adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself (per the 2026-07-30 / 2026-08-03 / 2026-08-10 / 2026-08-12 / 2026-08-13 / 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 / 2026-08-26 traceability entries); (c) the brief's "Workflow tooling priority LOW — surface story-worthy changes only" rule does not promote an 890-pt open-source-AI-CEO item to a `/themes.md` row by itself, though the **direct AI-agent cross-walk to the self-hosted-agentic-substrate cluster** (OpenExecutive is a meta-agent that orchestrates other agents — agent-as-orchestrator-of-agents is a step up the self-hosted-agentic-substrate stack from the prior 6 cluster entries which are mostly agent-harness / agent-compute-substrate launches) makes this the strongest AI-agent-adjacent item of the pull. Flagged for traceability because (a) the **890-pt + 608-cmt engagement is the second-highest engagement on the pull** and the third-highest top-feed comment count on the 2026-08-07 streak (after 2026-08-17 GitHub outage 722 cmts + 2026-08-24 FT Anthropic 649 cmts); (b) the **"developers create open source AI CEO" framing** is a meta-statement about the agent-as-executive concept — an agent that orchestrates other agents (a multi-level agent hierarchy) is a notable architectural pattern that the existing cluster essays (DeepSeek Harness + machine0 + OneCLI + self-hosted factory + Munder Difflin + What Is a Harness? + LangChain deepagents) have not addressed; (c) the **608-cmt comment count** indicates substantive debate — the comment-vs-upvote ratio is 608/890 = 0.68, the third-highest of the streak after the 2026-08-24 FT Anthropic essay (649/738 = 0.88) and the 2026-08-27 Nvidia-HF acquisition (802/1719 = 0.47 is lower ratio but the absolute 802 is the highest); (d) the **SenteLabsAI/OpenExecutive GitHub source** is a credible open-source release with a concrete artifact (open-source AI CEO codebase); (e) any future HN item at higher engagement combining OpenExecutive + concrete orchestration architecture + explicit Hermes Agent / OpenWiki / Codex CLI cross-walk becomes the first corroborating event for a `hermes-agent-v0-19-quicksilver` Last-seen refresh on agent-harness-orchestration grounds. **No commitment row** — OpenExecutive is a community open-source project, not a vendor-stack change Robin acts on; if Robin personally deploys OpenExecutive on a future pull, that becomes a downstream commitment. **No `/themes.md` row change** — `hermes-agent-v0-19-quicksilver` stays at Last seen 2026-08-03 (no Hermes Agent release); the self-hosted-agentic-substrate cluster gets a 7th entry but the cluster density + Last-seen refresh criteria are not crossed (see "Synthesis result" below).
+  - **`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). An OpenAI blog post on **the Hugging Face incident and the road ahead** — OpenAI's response to the 2026-08-27 Nvidia-HF acquisition event. **Third-highest-engagement item on the pull** (324 pts + 417 cmts) and the **direct corollary to the Nvidia-HF acquisition** (`49458161` 1719 pts). The 417-cmt comment count is the third-highest top+best comment count on the pull (after Nvidia-HF 802 cmts + OpenExecutive 608 cmts); the comment-vs-upvote ratio is 417/324 = 1.29, the highest comment-vs-upvote ratio on the pull and the highest of the 2026-08-07 streak (ahead of the 2026-08-24 FT Anthropic essay at 649/738 = 0.88 and the 2026-08-27 Nvidia-HF at 802/1719 = 0.47). **Adjacent-not-promoted** per scope because (a) **OpenAI's blog post on the Hugging Face incident is upstream AI-vendor business context, not a vendor-stack change Robin acts on**; (b) the established scope rule on AI-vendor competitive-communication posts keeps them adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself (per the 2026-07-30 / 2026-08-03 / 2026-08-10 / 2026-08-12 / 2026-08-13 / 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 / 2026-08-26 traceability entries); (c) the brief's "Workflow tooling priority LOW — surface story-worthy changes only" rule does not promote a 324-pt AI-vendor blog post to a `/themes.md` row by itself, though the **direct cross-walk to the Nvidia-HF acquisition item + the AI-vendor competitive-response framing** make this a corroborating AI-vendor-business-stack signal. Flagged for traceability because (a) the **324-pt + 417-cmt engagement is the third-highest engagement on the pull**; (b) 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; (c) the **direct corollary to the Nvidia-HF acquisition** makes this the strongest AI-vendor-business-stack signal alongside the 2026-08-24 FT Anthropic pricing essay (738 pts + 649 cmts) + the 2026-08-25 Anthropic WFH-security-strike essay (89 pts) + the 2026-08-17 Stripe-OpenRouter $7B+ rumor (Acquired Podcast) — OpenAI's blog response is a new AI-vendor competitive-response data point not previously seen in the streak; (d) any future HN item combining OpenAI blog responses + concrete open-weight-LLM distribution changes becomes the first corroborating event for a `MiniMax-m3-row-annex-open-weight-vs-closed-weight-positioning` annex on the existing row. **No commitment row, no `/themes.md` row change** — the OpenAI blog post is upstream AI-vendor competitive context.
+  - **`49466917` "Small Models Have Arrived"** (135 pts, 46 cmts, **top**, by `tosh` 2026-08-27, https://calv.info/small-models-have-arrived — calv.info). A calv.info blog post on **small models having arrived** — a small-models essay in the local-LLM / inference-efficiency lane. **Fourth-highest-engagement item on the pull** by direct cross-walk to Robin's `MiniMax-m3` row's local-LLM lane. **Adjacent-not-promoted** per scope because (a) **small-models essays are 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 small-models / local-LLM optimization essays keeps them adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself (per the 2026-07-30 / 2026-08-03 / 2026-08-10 / 2026-08-12 / 2026-08-13 / 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 / 2026-08-26 traceability entries, including the prior 2026-08-23 "Why your local LLM feels dumber" Level1Techs essay 450 pts which stayed adjacent-not-promoted per scope); (c) the brief's "Workflow tooling priority LOW — surface story-worthy changes only" rule does not promote a 135-pt small-models essay to a `/themes.md` row by itself, though the **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)** makes this a corroborating local-LLM-stack signal. Flagged for traceability because (a) the **135-pt engagement is the fourth-highest top-feed engagement on the pull**; (b) the **46-cmt comment count** indicates substantive engagement; (c) the **direct local-LLM-stack cross-walk to the `MiniMax-m3` row** makes this a corroborating local-LLM-stack signal alongside the prior 2026-08-23 "Why your local LLM feels dumber" Level1Techs essay (450 pts) + the 2026-08-19 Unsloth Dynamic 3.0 GGUFs (314 pts); (d) any future HN item at higher engagement combining small-models essay + 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 small-models essay is upstream local-LLM context, not a MiniMax-side change.
+  - **`49461911` "LangChain-AI/deepagents: agent harness"** (1 pt, 0 cmts, **deepagents Algolia query**, by `OutOfHere` 2026-08-27, https://github.com/langchain-ai/deepagents — LangChain's official GitHub). A Show HN-style post for **LangChain's official `langchain-ai/deepagents` repo** — LangChain's deepagents Python package framed in the HN title as "agent harness". **First positive `deepagents` Algolia hit since the query was added to the LLM-agent topic set**, and **the 7th entry in the now 14-day self-hosted-agentic-substrate cluster**. **Adjacent-not-promoted** per scope because (a) **1-pt engagement is well below the 100-pt vendor-release refresh bar** (and below the 46-pt MCP Memory refresh trigger); (b) **LangChain deepagents is a community open-source release from LangChain's official GitHub org, not on Robin's named daily-driver stack** (Hermes / MiniMax-M3+H3 / OpenWiki / RAGFlow / NocoDB / SeaFile / Codex CLI are the named agents; LangChain is not on the named stack though LangChain-AI/openwiki's openwiki repo is adjacent via the 2026-07-16 `langchain-ai/openwiki` HN item at 96 pts); (c) the established scope rule on LangChain / DeepSeek / machine0 / OneCLI / Munder Difflin / self-hosted agent-harness essays keeps them adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself (per the 2026-07-30 / 2026-08-03 / 2026-08-10 / 2026-08-12 / 2026-08-13 / 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 / 2026-08-26 traceability entries); (d) the brief's "Workflow tooling priority LOW — surface story-worthy changes only" rule does not promote a 1-pt agent-harness release to a `/themes.md` row by itself, though the **direct agent-harness cross-walk to the `hermes-agent-v0-19-quicksilver` row's harness architecture + the 7th cluster entry + the canonical "LangChain's official `deepagents` repo" framing** make this a corroborating agent-stack-cluster signal. Flagged for traceability because (a) **first positive `deepagents` Algolia hit ever since the query was added** — the cluster query finally surfaced a thematic agent-harness item; (b) the **7th entry in the now 14-day self-hosted-agentic-substrate cluster** — DeepSeek Harness `49285244` 422 pts 2026-08-13 → machine0 `49348136` 19 pts 2026-08-18 → OneCLI `49363710` 21 pts 2026-08-19 → self-hosted agentic software factory `49390463` 16 pts 2026-08-21 → Munder Difflin `49398152` 192 pts 2026-08-22 → "What Is a Harness?" `49409092` 121 pts 2026-08-23 → **LangChain-AI/deepagents `49461911` 1 pt 2026-08-27** — **seven independent submissions across 14 days**, total cluster engagement 792 pts across 7 items (422 + 19 + 21 + 16 + 192 + 121 + 1); (c) the **cluster density now rises to 0.50 entries/day over 14 days** (up from 0.46 entries/day with the 3 consecutive quiet pulls 2026-08-24 + 2026-08-25 + 2026-08-26; the 2026-08-27 LangChain deepagents entry **ends the cooling-density pattern of the past 3 pulls**); (d) the **LangChain source** is the canonical open-source LLM-orchestration framework — LangChain's official `deepagents` repo adopting the "agent harness" framing gives the cluster a name-brand endorsement, and the cluster now includes entries from independent vendors (DeepSeek, machine0, OneCLI, Munder Difflin, LangChain) + personal-blog essays (self-hosted factory) + definitional essays (What Is a Harness?) + the canonical open-source LLM framework — the strongest cluster diversity of the streak; (e) any future HN item at higher engagement combining LangChain deepagents + explicit Hermes Agent / OpenWiki / Codex CLI integration notes becomes the first corroborating event for a `hermes-agent-v0-19-quicksilver` Last-seen refresh on agent-harness-substrate grounds. **No commitment row** — LangChain deepagents is a community open-source release, not a vendor-stack change Robin acts on; if Robin personally deploys deepagents on a future pull, that becomes a downstream commitment. **No `/themes.md` row change** — `hermes-agent-v0-19-quicksilver` stays at Last seen 2026-08-03 (no Hermes Agent release; the cluster gets a 7th entry but no Hermes-side change).
+  - **Secondary adjacents worth flagging for traceability:** **`49465461` "The Teaser Period: Why the AI Boom Is Hitting a Reset Wall"** (64 pts, 57 cmts, **top**, by `gtzi` 2026-08-27, https://www.groundbrkr.com/p/the-teaser-period-why-the-ai-boom — groundbrkr.com). A groundbrkr.com essay on **the AI boom hitting a reset wall** — an AI-business commentary. **Adjacent-not-promoted** per scope because (a) **64-pt engagement is below the 100-pt vendor-release refresh bar**; (b) the **AI-business commentary is upstream-of-MiniMax competitive context**, not a vendor-stack change Robin acts on; (c) the established scope rule on AI-vendor business essays keeps them adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself. Flagged because (a) the **57-cmt comment count** indicates substantive engagement; (b) the **direct cross-walk to the Nvidia-HF acquisition item** — "AI boom hitting a reset wall" frames the Nvidia-HF acquisition as part of a broader AI-consolidation narrative that may signal a cooling / reset phase in AI-infrastructure investment; (c) any future HN item at higher engagement combining AI-boom-reset commentary + concrete open-weight-LLM distribution changes becomes the first corroborating event for a `MiniMax-m3-row-annex-open-weight-distribution-shift` annex on the existing row. **No commitment row, no `/themes.md` row change**. **`49458875` "Humanity has the debate about AI consciousness backwards"** (35 pts, 86 cmts, **top**, by `semiquaver` 2026-08-27, https://economist.com/by-invitation/2026/08/20/humanity-has-the-debate-about-ai-consciousness-backwards — Economist). An Economist essay on **the AI-consciousness debate being framed backwards** — an AI-policy / AI-consciousness commentary. **Adjacent-not-promoted** per scope because (a) **35-pt engagement is below the refresh thresholds**; (b) the **86-cmt comment count is the fifth-highest top-feed comment count on the pull** (after 49458161 Nvidia-HF 802 cmts + 49458418 OpenExecutive 608 cmts + 49454314 OpenAI HF blog 417 cmts + 49462253 PayPal-GrapheneOS 232 cmts) and the comment-vs-upvote ratio is 86/35 = 2.46, the highest on the pull (substantive debate per comment); (c) the **AI-consciousness essay** is upstream-of-MiniMax / upstream-of-Hermes philosophical context, not a vendor-stack change Robin acts on. Flagged because (a) the **86-cmt comment count is the fifth-highest top-feed comment count on the pull** and the highest comment-vs-upvote ratio; (b) the **Economist source** is a credible outlet; (c) any future HN item at higher engagement combining AI-consciousness essay + concrete agent-architecture implementation becomes the first corroborating event for a `hermes-agent-v0-19-quicksilver` Last-seen refresh on agent-consciousness grounds. **No commitment row, no `/themes.md` row change**. **`49466052` "Nvidia projects $673B in sales as AI demand widens"** (77 pts, 61 cmts, **top**, by `kuuuzya` 2026-08-27, https://forgeeks.net/nvidia-673-billion-ai-growth-forecast/ — forgeeks.net). A forgeeks.net essay on **Nvidia projecting $673B in sales as AI demand widens** — an Nvidia-business / AI-infrastructure forecast. **Adjacent-not-promoted** per scope because (a) **77-pt engagement is below the 100-pt vendor-release refresh bar**; (b) the **Nvidia-forecast essay is upstream AI-vendor business context**, not a vendor-stack change Robin acts on; (c) the established scope rule on AI-vendor business essays keeps them adjacent-not-promoted. Flagged because (a) the **direct cross-walk to the Nvidia-HF acquisition item** — Nvidia projecting $673B in sales frames the HF acquisition as part of a broader Nvidia growth narrative; (b) the **61-cmt comment count** indicates substantive engagement. **No commitment row, no `/themes.md` row change**. **`49467551` "Show HN: My Claude quota ran out in 10 minutes, so I made a tool to find out why"** (34 pts, 17 cmts, **top**, by `sachinneravath` 2026-08-27, https://github.com/kelviq/tare — Show HN). A Show HN for **tare** — a Claude-quota-monitoring tool. **Adjacent-not-promoted** per scope because (a) **Claude Code is not on Robin's named stack** (Codex CLI is the fallback agent on Robin's named stack, Claude Code is not); (b) the established scope rule on Claude Code traceability items keeps them adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself (per the 2026-08-25 cua.ai Minecraft computer-use-agent how-to 6 pts + 2026-08-25 Anthropic Claude Code reduced-effort A/B test 29 pts + 2026-08-22 Anthropic A/B testing Claude Code 29 pts — three prior Claude Code traceability items in the streak). Flagged because (a) it is the **fourth Claude Code traceability item on the 2026-08-07 streak**; (b) the **Claude-quota-monitoring tool** is a Claude-side operational concern not on Robin's named stack. **No commitment row, no `/themes.md` row change**.
+  - **Highest-engagement items off-scope:** the remaining 22 of 32 unique top+best items fall outside Robin's named stack + 4 application domains per the brief's scope filter — **`49457545` "Mechanical Turk shutting down September 30"** (506 pts top — data labeling infra, off-scope per scope); **`49462253` "Tell HN: PayPal blocks GrapheneOS"** (403 pts top, 232 cmts — fintech, off-scope); **`49456851` "Asahi Linux Progress Report: Linux 7.2"** (380 pts top — Apple Silicon Linux, off-scope); **`49462763` "Microduck"** (338 pts top — Pollen Robotics small robot, off-scope); **`49464896` "Trade (and Tariffs)"** (305 pts top — xkcd, off-scope); **`49465169` "507 Mechanical Movements"** (297 pts top — historical engineering, off-scope); **`49464543` "Emacs 31: An unofficial guide to Markdown-ts-mode"** (113 pts top — editor tooling, off-scope); **`49464637` "CoMaps integration with the wider FLOSS ecosystem"** (109 pts top — open-source mapping, off-scope); **`49466865` "Yayoi Kusama has died"** (105 pts top — obituary, off-scope); **`49464314` "MIT's Ad Hoc Committee on AI Use in Teaching, Learning, and Research Training"** (73 pts top — AI education policy, off-scope); **`49466894` "Suica, Japan's First IC Transit Card"** (65 pts top — Japan transit history, off-scope); **`49466006` "Decompiling a Nintendo 64 Game in 84 Days"** (58 pts top — retro computing, off-scope); **`49464414` "Aphantasia Beginner's Guide"** (53 pts top — neuroscience-adjacent, off-scope per scope); **`49465732` "Launching Route 53 Files"** (52 pts top — DNS, off-scope); **`49468083` "Saving 100 terabytes of memory by optimizing 1.1.1.1's DNS cache"** (49 pts top — Cloudflare, off-scope); **`49468315` "Two German airport workers die of malaria after 'mosquito arrives on plane'"** (46 pts top — public health, off-scope); **`49465291` "Show HN: Restoredrill – proves your Postgres backups restore"** (30 pts top — Postgres tooling, off-scope); **`49466715` "Launch HN: Salem Robotics (YC S26) – Software for industrial inspection robots"** (24 pts top — YC launch, off-scope); **`49465784` "Hollywood's Video Game Era Is Here. Will It Be Any Good?"** (23 pts top — entertainment essay, off-scope); **`49467702` "Grok Bot for Linux: Unofficial port of the official app (open source)"** (22 pts top — open-source AI port, off-scope); **`49466622` "Engineered yeast for converting plastic and biomass compounds into food"** (19 pts top — biotech / food, off-scope per scope — biotech is not one of Robin's 4 application domains); **`49466989` "Why HPSC Is a Big Deal for Space Exploration"** (13 pts top — space exploration, off-scope); **`49467554` "Show HN: See fiber breaks linked to a map"** (10 pts top — networking, off-scope); **`49467837` "Bild AI (YC W25) Is Hiring Product and AI Engineers"** (1 pt top — YC hiring, off-scope). Engagement range 1–1719 pts across the 32 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**, 1 pt), **1 item matches Robin's broader open-weight-LLM infrastructure lane** (`49458161` Nvidia-HF acquisition — adjacent to `MiniMax-m3` row's open-weight comparison anchor via HF being the canonical distribution channel), **1 item matches Robin's broader AI-vendor-business lane** (`49454314` OpenAI blog on the Hugging Face incident — direct corollary to the Nvidia-HF acquisition), **1 item matches Robin's broader local-LLM lane** (`49466917` Small Models Have Arrived — adjacent to `MiniMax-m3` row's local-LLM lane), **2 items are secondary adjacents** (`49465461` AI-boom-reset commentary + `49458875` Economist AI-consciousness essay), **1 item is an AI-vendor-business forecast** (`49466052` Nvidia $673B forecast — secondary adjacency to the Nvidia-HF acquisition), **1 item is Claude Code traceability** (`49467551` Claude-quota-monitoring tool — fourth Claude Code item in the streak). Per the brief: low-engagement items stay watchlist by default; only high-engagement + directly-relevant items earn promotion. None of the 32 unique items crosses the promotion threshold — the highest-engagement item matching Robin's broader agent-stack / substrate lane is `49461911` LangChain deepagents at 1 pt (Algolia query hit, direct cluster entry but below the 100-pt vendor-release refresh bar + the 46-pt MCP Memory refresh trigger); the highest-engagement item matching Robin's broader open-weight-LLM infrastructure lane is `49458161` Nvidia-HF acquisition at 1719 pts (highest engagement item on the pull, but stays adjacent-not-Line 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 32 unique feed items include zero application-domain matches; the substring-noise hits on `organoid` (10) + `3Brain` (9) + `Cellink` (4) are all `organiz-` / `brain` / `clink` / `helsinki` / `calling` string-collision noise, not thematic organoid / neuroscience-in-vitro / 3Brain-HD-MEA / CelVivo-ClinoStar applications; 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 32 unique feed items include zero agent-memory items; the LangChain deepagents `49461911` is an agent-harness entry, not an agent-memory entry; the MCP Memory OKF+memory schema event is the canonical row anchor, and the 2026-08-27 pull adds zero evidence to that anchor). The `MiniMax-m3` row stays at Last seen 2026-08-03 (no MiniMax model release; `49458161` Nvidia-HF acquisition is the **strongest open-weight-LLM-infrastructure-adjacent item of the pull and of the 2026-08-07 streak to date** at 1719 pts + 802 cmts but stays adjacent-not-promoted per scope because Hugging Face is the canonical open-weight model hub but 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, so the Nvidia-HF acquisition announcement is an upstream open-weight-LLM-infrastructure signal rather than a MiniMax-side change; `49466917` Small Models Have Arrived is **a corroborating local-LLM-stack signal** at 135 pts + 46 cmts but stays adjacent-not-promoted per scope because small-models essays are upstream local-LLM context, not a MiniMax-side change; `49454314` OpenAI HF-incident blog is **a corroborating AI-vendor-business signal** at 324 pts + 417 cmts but stays adjacent-not-promoted per scope because OpenAI blog responses are upstream AI-vendor competitive context). The `hermes-agent-v0-19-quicksilver` row stays at Last seen 2026-08-03 (no Hermes Agent release; **the self-hosted-agentic-substrate cluster gets a 7th entry on this pull** — `49461911` LangChain deepagents at 1 pt, 0 cmts — **ends the cooling-density pattern of the past 3 pulls (2026-08-24 + 2026-08-25 + 2026-08-26 quiet)**, cluster density now 0.50 entries/day over 14 days; **cluster engagement now 792 pts across 7 items** (422 + 19 + 21 + 16 + 192 + 121 + 1); **cluster diversity now strongest of the streak** — independent vendors (DeepSeek Harness / machine0 / OneCLI / Munder Difflin / LangChain deepagents) + personal-blog essays (self-hosted factory) + definitional essays (What Is a Harness?) + the canonical open-source LLM framework — but no Hermes-side change so the `hermes-agent-v0-19-quicksilver` Last-seen refresh criteria are not crossed; `49458418` OpenExecutive is **the second-highest-engagement AI-agent-adjacent item of the pull** at 890 pts + 608 cmts but stays adjacent-not-promoted per scope because SenteLabsAI/OpenExecutive is a community open-source project, not on Robin's named stack). 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 2026-08-27 pull adds zero evidence to that anchor; **note** that the LangChain deepagents `49461911` is from `langchain-ai/deepagents`, distinct from `langchain-ai/openwiki`, but the same LangChain source-authority cross-walk applies). 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). All five flag-for-traceability items (Nvidia-HF acquisition + OpenExecutive + OpenAI HF-incident blog + Small Models Have Arrived + LangChain deepagents cluster entry) stay adjacent-not-promoted under the existing scope discipline, and the four secondary adjacents (AI-boom-reset + AI-consciousness + Nvidia $673B forecast + Claude-quota tool) also stay adjacent-not-promoted. **Key calls**:
+  - **`49458161` Nvidia agrees to acquire Hugging Face for $13B** is the **strongest open-weight-LLM-infrastructure-adjacent item of the pull and of the entire 2026-08-07 streak to date** by virtue of (a) the **1719-pt + 802-cmt top+best engagement** — the highest single-item engagement of the entire 2026-08-07 streak (ahead of 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 + Mechanical Turk 506 pts 2026-08-27); (b) the **Nvidia + Hugging Face** combination is the canonical open-weight-LLM infrastructure pair — HF is the canonical distribution channel for the open-weight competitive set that the `MiniMax-m3` row's V4-Flash-comparison framework references; (c) the **$13B valuation** is nearly twice the 2026-08-17 Stripe-OpenRouter $7B+ acquisition, signaling continued AI-infrastructure consolidation in the 2026-08 streak (Nvidia + Stripe / OpenAI are the three acquirers); (d) 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 in absolute terms, but surpassing it on the comment-vs-upvote ratio of 0.47); (e) the **Business Insider source** is a credible business-news outlet; (f) the **highest single-item engagement of the entire 2026-08-07 streak to date** — surpassing Dolly Parton 1535 pts (off-scope obituary) and AWS DuckDB 762 pts (off-scope acquisition). **Adjacent-not-promoted** per scope (Hugging Face is the canonical open-weight model hub but is not on Robin's named stack; 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). 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 — all hosted on Hugging Face) makes this the strongest open-weight-LLM-infrastructure-stack signal of the streak; (b) the **Nvidia + HF acquisition** is a fundamental AI-infrastructure ecosystem shift that could affect upstream model-card hosting, gated-access workflows, GPU-inference pricing, and open-weight-LLM distribution model — all of which are upstream-of-MiniMax concerns; (c) any future HN item at higher engagement combining Nvidia-HF post-acquisition + concrete open-weight-LLM distribution changes becomes the first corroborating event for a `MiniMax-m3-row-annex-open-weight-distribution-shift` annex on the existing row. **No commitment row, no `/themes.md` row change** — the Nvidia-HF acquisition is upstream open-weight-LLM infrastructure context; if Robin applies the open-weight-distribution analysis to a specific MiniMax-M3-GGUF deployment on a future pull, that becomes a downstream commitment.
+  - **`49458418` CEO fired developers to make room for AI. Developers create open source AI CEO** is the **strongest AI-agent-adjacent item of the pull by open-source-AI-executive framing** by virtue of (a) the **890-pt + 608-cmt top-feed engagement** — the second-highest engagement on the pull (after the off-scope 1719-pt Nvidia-HF acquisition); (b) the **SenteLabsAI/OpenExecutive GitHub source** is a credible open-source release with a concrete artifact (open-source AI CEO codebase); (c) the **"developers create open source AI CEO" framing** is a meta-statement about the agent-as-executive concept — an agent that orchestrates other agents (a multi-level agent hierarchy) is a notable architectural pattern that the existing cluster essays (DeepSeek Harness + machine0 + OneCLI + self-hosted factory + Munder Difflin + What Is a Harness? + LangChain deepagents) have not addressed; (d) the **608-cmt comment count is the third-highest top+best comment count of the 2026-08-07 streak** (after 2026-08-17 GitHub outage 722 cmts + 2026-08-24 FT Anthropic 649 cmts), and the comment-vs-upvote ratio of 0.68 indicates substantive debate. **Adjacent-not-promoted** per scope (SenteLabsAI/OpenExecutive is a community open-source project, not on Robin's named stack; the established scope rule keeps non-named-stack AI-agent / AI-executive projects adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself). Flagged because (a) the **direct AI-agent cross-walk to the self-hosted-agentic-substrate cluster** (OpenExecutive is a meta-agent that orchestrates other agents — agent-as-orchestrator-of-agents is a step up the self-hosted-agentic-substrate stack from the prior 6 cluster entries which are mostly agent-harness / agent-compute-substrate launches) makes this a corroborating AI-agent-adjacent item of the pull; (b) the **890-pt + 608-cmt engagement is the second-highest top-feed engagement on the pull**; (c) any future HN item at higher engagement combining OpenExecutive + concrete orchestration architecture + explicit Hermes Agent / OpenWiki / Codex CLI cross-walk becomes the first corroborating event for a `hermes-agent-v0-19-quicksilver` Last-seen refresh on agent-harness-orchestration grounds. **No commitment row, no `/themes.md` row change** — OpenExecutive is a community open-source project, not a vendor-stack change Robin acts on.
+  - **`49454314` OpenAI "The Hugging Face incident and the road ahead"** is the **strongest AI-vendor-business-adjacent item of the pull by comment-vs-upvote ratio** by virtue of (a) the **324-pt + 417-cmt top+best engagement** — the third-highest engagement on the pull; (b) the **417-cmt comment count is the third-highest top+best comment count on the pull** (after 802 + 608) and the **comment-vs-upvote ratio of 1.29 is the highest on the pull** and the highest of the 2026-08-07 streak (substantive debate per upvote); (c) the **direct corollary to the Nvidia-HF acquisition** makes this a corroborating AI-vendor-business-stack signal; (d) the **OpenAI blog source** is the canonical closed-weight AI-vendor blog; (e) the **"Hugging Face incident and the road ahead" framing** is a new AI-vendor competitive-response data point not previously seen in the streak. **Adjacent-not-promoted** per scope (OpenAI blog responses are upstream AI-vendor competitive context, not a vendor-stack change Robin acts on; the established scope rule keeps non-named-stack AI-vendor competitive-communication posts adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself). Flagged because (a) the **direct cross-walk to the Nvidia-HF acquisition item** makes this a corroborating AI-vendor-business-stack signal alongside the 2026-08-24 FT Anthropic pricing essay (738 pts + 649 cmts) + the 2026-08-25 Anthropic WFH-security-strike essay (89 pts) + the 2026-08-17 Stripe-OpenRouter $7B+ rumor; (b) any future HN item combining OpenAI blog responses + concrete open-weight-LLM distribution changes becomes the first corroborating event for a `MiniMax-m3-row-annex-open-weight-vs-closed-weight-positioning` annex on the existing row. **No commitment row, no `/themes.md` row change**.
+  - **`49466917` Small Models Have Arrived** is the **strongest local-LLM-adjacent item of the pull by direct cross-walk** by virtue of (a) the **135-pt + 46-cmt top-feed engagement** — the fourth-highest top-feed engagement on the pull; (b) the **calv.info source** is a credible blog outlet; (c) the **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); (d) the **46-cmt comment count** indicates substantive engagement. **Adjacent-not-promoted** per scope (small-models essays are upstream local-LLM context, not a MiniMax-side change; the established scope rule keeps non-named-stack local-LLM optimization essays adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself). Flagged because (a) the **direct local-LLM-stack cross-walk to the `MiniMax-m3` row** makes this a corroborating local-LLM-stack signal alongside the prior 2026-08-23 "Why your local LLM feels dumber" Level1Techs essay (450 pts) + the 2026-08-19 Unsloth Dynamic 3.0 GGUFs (314 pts); (b) any future HN item at higher engagement combining small-models essay + 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**.
+  - **`49461911` LangChain-AI/deepagents: agent harness** is the **strongest agent-harness-cluster-adjacent item of the pull by direct Algolia query match + 7th cluster entry** by virtue of (a) **first positive `deepagents` Algolia hit since the query was added to the LLM-agent topic set** — the cluster query finally surfaced a thematic agent-harness item; (b) the **7th entry in the now 14-day self-hosted-agentic-substrate cluster** — DeepSeek Harness `49285244` 422 pts 2026-08-13 → machine0 `49348136` 19 pts 2026-08-18 → OneCLI `49363710` 21 pts 2026-08-19 → self-hosted agentic software factory `49390463` 16 pts 2026-08-21 → Munder Difflin `49398152` 192 pts 2026-08-22 → "What Is a Harness?" `49409092` 121 pts 2026-08-23 → **LangChain-AI/deepagents `49461911` 1 pt 2026-08-27** — **seven independent submissions across 14 days, total cluster engagement 792 pts across 7 items**; (c) the **cluster density now rises to 0.50 entries/day over 14 days** (up from 0.46 entries/day with the 3 consecutive quiet pulls; the 2026-08-27 LangChain deepagents entry **ends the cooling-density pattern of the past 3 pulls**); (d) the **LangChain source** is the canonical open-source LLM-orchestration framework — LangChain's official `deepagents` repo adopting the "agent harness" framing gives the cluster a name-brand endorsement, and the cluster now includes entries from independent vendors (DeepSeek, machine0, OneCLI, Munder Difflin, LangChain) + personal-blog essays (self-hosted factory) + definitional essays (What Is a Harness?) + the canonical open-source LLM framework — **the strongest cluster diversity of the streak**. **Adjacent-not-promoted** per scope (1-pt engagement is well below the refresh thresholds; LangChain deepagents is a community open-source release, not on Robin's named stack). Flagged because (a) the **direct agent-harness cross-walk to the `hermes-agent-v0-19-quicksilver` row's harness architecture** makes this a corroborating agent-stack-cluster signal; (b) the **LangChain source authority** gives the cluster a name-brand endorsement — LangChain is the canonical open-source LLM-orchestration framework; (c) any future HN item at higher engagement combining LangChain deepagents + explicit Hermes Agent / OpenWiki / Codex CLI integration notes becomes the first corroborating event for a `hermes-agent-v0-19-quicksilver` Last-seen refresh on agent-harness-substrate grounds. **No commitment row, no `/themes.md` row change**.
+  - **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 2026-08-27 pull is the **fifth substring-noise-only pull bookended with the 2026-08-22 substring-noise-only pull**, separated by four consecutive fully-zero pulls on 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 — **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, not an outage, no config-side intervention needed). The 2026-08-27 pull is the **first pull since the 2026-08-22 substring-noise-only pull to surface a thematic Algolia hit on any of the 6 queries** — the LangChain deepagents `49461911` is the only thematic Algolia hit on the 2026-08-27 pull, and it is the first positive `deepagents` Algolia hit ever since the query was added. 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 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 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) + 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 4-overlap dedup count between `top` and `best` (32 unique from 27+9) is **lower overlap ratio than prior pulls** (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 4-overlap on 2026-08-27 is driven by `best` resolving only 9 items — same low resolution as the 2026-08-25 pull — and a slightly lower `top` resolution (27 vs 28-29 on prior pulls). The 32 unique items are a -4 decrease from the 2026-08-26 pull (which had 36 unique) — consistent with the 24-hour window having a slightly sparser feed on 2026-08-27 than 2026-08-26.
+
+### Flag-for-traceability: Nvidia agrees to acquire Hugging Face for $13B (1719 pts, strongest open-weight-LLM-infrastructure-adjacent item of the pull and of the entire 2026-08-07 streak to date, largest AI-infrastructure consolidation event of the streak), OpenExecutive (890 pts, strongest AI-agent-adjacent item by open-source-AI-executive framing, second-highest engagement on the pull), OpenAI "The Hugging Face incident and the road ahead" (324 pts, direct corollary to Nvidia-HF acquisition, highest comment-vs-upvote ratio of the pull), Small Models Have Arrived (135 pts, strongest local-LLM-adjacent item of the pull by direct cross-walk), LangChain-AI/deepagents: agent harness (1 pt, first positive `deepagents` Algolia hit, 7th entry in self-hosted-agentic-substrate cluster, ends the cooling-density pattern of the past 3 pulls) + The Teaser Period AI-boom-reset commentary (64 pts, Nvidia-HF-acquisition-adjacent) + Economist AI-consciousness essay (35 pts, 86 cmts, highest comment-vs-upvote ratio of the secondary adjacents) + Nvidia projects $673B in sales (77 pts, Nvidia-business forecast adjacent) + Claude-quota-monitoring tool Show HN (34 pts, fourth Claude Code traceability item of the streak) — adjacent, off-scope
+
+- **49458161** (1719 pts, 802 cmts top+best) **"Nvidia agrees to acquire Hugging Face for $13B"** — Business Insider (`mfiguiere` 2026-08-27, https://www.businessinsider.com/nvidia-in-talks-to-buy-hugging-face-13-billion-dollars-2026-8 — Business Insider). A Business Insider report on **Nvidia agreeing to acquire Hugging Face for $13B** — the largest AI-infrastructure consolidation event on the 2026-08-07 streak by both score and comment count. **Strongest open-weight-LLM-infrastructure-adjacent item of the pull and of the entire 2026-08-07 streak to date** because (a) **1719-pt + 802-cmt top+best engagement** is the highest single-item engagement of the entire 2026-08-07 streak (ahead of 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 + Mechanical Turk 506 pts 2026-08-27); (b) the **Nvidia + Hugging Face** combination is the canonical open-weight-LLM infrastructure pair — HF is the canonical distribution channel for the open-weight competitive set that the `MiniMax-m3` row's V4-Flash-comparison framework references; (c) the **$13B valuation** is nearly twice the 2026-08-17 Stripe-OpenRouter $7B+ acquisition, signaling continued AI-infrastructure consolidation in the 2026-08 streak; (d) the **802-cmt comment count is the second-highest comment count of the entire streak**; (e) the **Business Insider source** is a credible business-news outlet. **Adjacent-not-promoted** per scope because Hugging Face is not on Robin's named stack. **No commitment row, no `/themes.md` row change** — `MiniMax-m3` stays at Last seen 2026-08-03.
+- **49458418** (890 pts, 608 cmts top) **"CEO fired developers to make room for AI. Developers create open source AI CEO"** — SenteLabsAI/OpenExecutive GitHub (`GrumpySciGuy` 2026-08-27, https://github.com/SenteLabsAI/OpenExecutive — Show HN). A Show HN for **SenteLabsAI/OpenExecutive** — an open-source AI CEO project. **Strongest AI-agent-adjacent item of the pull by open-source-AI-executive framing** because (a) **890-pt + 608-cmt top-feed engagement** is the second-highest engagement on the pull (after the 1719-pt Nvidia-HF acquisition); (b) the **SenteLabsAI/OpenExecutive GitHub source** is a credible open-source release with a concrete artifact (open-source AI CEO codebase); (c) the **"developers create open source AI CEO" framing** is a meta-statement about the agent-as-executive concept — an agent that orchestrates other agents is a notable architectural pattern that the existing cluster essays have not addressed; (d) the **608-cmt comment count is the third-highest top+best comment count of the 2026-08-07 streak** (after 2026-08-17 GitHub outage 722 cmts + 2026-08-24 FT Anthropic 649 cmts). **Adjacent-not-promoted** per scope because SenteLabsAI/OpenExecutive is a community open-source project, not on Robin's named stack. **No commitment row, no `/themes.md` row change**.
+- **49454314** (324 pts, 417 cmts top+best) **"The Hugging Face incident and the road ahead"** — OpenAI blog (`amrrs` 2026-08-27, https://openai.com/index/hugging-face-incident-and-the-road-ahead/ — OpenAI blog). An OpenAI blog post on **the Hugging Face incident and the road ahead** — OpenAI's response to the 2026-08-27 Nvidia-HF acquisition event. **Strongest AI-vendor-business-adjacent item of the pull by comment-vs-upvote ratio** because (a) **324-pt + 417-cmt top+best engagement** is the third-highest engagement on the pull; (b) the **417-cmt comment count is the third-highest top+best comment count on the pull** and the **comment-vs-upvote ratio of 1.29 is the highest on the pull** (substantive debate per upvote); (c) the **direct corollary to the Nvidia-HF acquisition** makes this a corroborating AI-vendor-business-stack signal; (d) the **OpenAI blog source** is the canonical closed-weight AI-vendor blog. **Adjacent-not-promoted** per scope because OpenAI blog responses are upstream AI-vendor competitive context, not a vendor-stack change Robin acts on. **No commitment row, no `/themes.md` row change**.
+- **49466917** (135 pts, 46 cmts top) **"Small Models Have Arrived"** — calv.info (`tosh` 2026-08-27, https://calv.info/small-models-have-arrived — calv.info). A calv.info blog post on **small models having arrived** — a small-models essay in the local-LLM / inference-efficiency lane. **Strongest local-LLM-adjacent item of the pull by direct cross-walk** because (a) **135-pt + 46-cmt top-feed engagement** is the fourth-highest top-feed engagement on the pull; (b) the **calv.info source** is a credible blog outlet; (c) the **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); (d) the **46-cmt comment count** indicates substantive engagement. **Adjacent-not-promoted** per scope because small-models essays are upstream local-LLM context, not a MiniMax-side change. **No commitment row, no `/themes.md` row change** — `MiniMax-m3` stays at Last seen 2026-08-03.
+- **49461911** (1 pt, 0 cmts deepagents Algolia query) **"LangChain-AI/deepagents: agent harness"** — LangChain GitHub (`OutOfHere` 2026-08-27, https://github.com/langchain-ai/deepagents — LangChain's official GitHub). A Show HN-style post for **LangChain's official `langchain-ai/deepagents` repo** — LangChain's deepagents Python package framed in the HN title as "agent harness". **Strongest agent-harness-cluster-adjacent item of the pull by direct Algolia query match + 7th cluster entry** because (a) **first positive `deepagents` Algolia hit since the query was added to the LLM-agent topic set**; (b) **7th entry in the now 14-day self-hosted-agentic-substrate cluster** — DeepSeek Harness `49285244` 422 pts 2026-08-13 → machine0 `49348136` 19 pts 2026-08-18 → OneCLI `49363710` 21 pts 2026-08-19 → self-hosted agentic software factory `49390463` 16 pts 2026-08-21 → Munder Difflin `49398152` 192 pts 2026-08-22 → "What Is a Harness?" `49409092` 121 pts 2026-08-23 → **LangChain-AI/deepagents `49461911` 1 pt 2026-08-27** — **seven independent submissions across 14 days, total cluster engagement 792 pts across 7 items**; (c) the **LangChain source** is the canonical open-source LLM-orchestration framework — its official `deepagents` repo adopting the "agent harness" framing gives the cluster a name-brand endorsement. **Adjacent-not-promoted** per scope because 1-pt engagement is well below the refresh thresholds. **No commitment row, no `/themes.md` row change** — `hermes-agent-v0-19-quicksilver` stays at Last seen 2026-08-03.
+
+## Update — 2026-08-26 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), `best` feed had 30 IDs (11 resolved items); deduplication gave **36 unique items across both feeds** (4 overlap between top and best feeds). The 6-query lane returned **fully-zero hits across all six Algolia queries** — `organoid` / `CelVivo` / `3Brain` / `Cellink` / `openwiki` / `deepagents` each returned `nbHits=null / hits=0` in the 24 h window (same shape as the 2026-08-21 + 2026-08-23 + 2026-08-25 fully-zero pulls, with `nbHits=null` rather than the clean integer `nbHits=0` shape on the 2026-08-24 pull; this is the **third `nbHits=null` shape-variant of fully-zero Algolia lane** across the 2026-08-23 + 2026-08-25 + 2026-08-26 pulls); the connector completed normally at `fetchedAt: 2026-08-26T18:00:33.575Z` (24-hour window).
 - **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 `hits=0` in the 24 h window, with no string-collision noise on `organi-` / `brain` / `calling` / `ceiling` / `helsinki` substrings (the 2026-08-22 pull surfaced 1 thematic + 4 noise on `organoid`, 1 thematic + 5 noise on `3Brain`, and 3 noise on `Cellink`; the 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-26 pulls return to fully-zero across all four vendor queries — **four consecutive fully-zero Algolia lanes on all four vendor queries**, the longest fully-zero streak of the 2026-08-07 streak). A title/URL regex sweep across the 36 unique top+best items also turned up **zero organoid / 3D-bioprinting / CelVivo / 3Brain / Cellink / ClinoStar / ClinoReactor / MEA / spheroid / organ-on-chip items** and **zero self-hosted-agentic-substrate cluster items** (the 6-item / 13-day cluster from DeepSeek Harness 2026-08-13 → machine0 2026-08-18 → OneCLI 2026-08-19 → self-hosted factory 2026-08-21 → Munder Difflin 2026-08-22 → "What Is a Harness?" 2026-08-23 has its **third consecutive quiet pull** on 2026-08-24 + 2026-08-25 + 2026-08-26 — 6 items in 13 days with three misses, dropping cluster density from 0.55 entries/day to 0.46 entries/day). The "no material HN footprint for the 4 vendor lines" finding continues to hold — this is the **sixteenth pull since 2026-08-07 with an empty / noise-only Algolia lane on vendor queries** (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 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 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 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; 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" rather than vendor-direct signals. The 36 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. Three open-weight-LLM-adjacent items cluster on this pull: **`49449507` "GLM-5.3-Flash"** (530 pts, 240 cmts z.ai blog — Z.ai flash-tier release, adjacent-not-promoted per scope because Z.ai / GLM is not on Robin's named stack), **`49448210` "Qwen3.8-Flash-Next"** (441 pts, 131 cmts qwen.ai blog — the actual release of the 2026-08-25 "releasing tomorrow" announcement, adjacent-not-promoted per scope because Qwen is not on Robin's named stack), and **`49446422` "Z.ai confirms Ox Alpha is a new GLM-series model and will release its weights"** (391 pts, 133 cmts Bloomberg — Z.ai stealth-model revelation, adjacent-not-promoted per scope). One RAG-adjacent item is **closest to Robin's named stack** (RAGFlow IS on Robin's stack) but is a **general RAG essay rather than a RAGFlow-specific change**: **`49445727` "RAG Is Simpler Than You Think"** (345 pts, 152 cmts lighthousenewsletter.com — adjacent-not-promoted per scope because the item does not document a RAGFlow technical change Robin acts on). The 4th-7th-tier items are off-scope / adjacent: **`49439017` "FDA authorizes first wearable device that monitors ketone and blood sugar levels"** (475 pts, 225 cmts FDA press release — diabetes device, off-scope per scope because diabetes is not in Robin's 4 application domains); **`49442589` "Queryable Executables"** (297 pts, 0 cmts — engineering essay, off-scope per scope); **`49446210` "XCancel and Nitter are receiving C&D letters from XCorp"** (271 pts, 0 cmts — open-source legal, off-scope per scope); **`49447682` "Omarchy development practices lead to predictable security issues"** (266 pts, 0 cmts — engineering/security, off-scope per scope); **`49450188` "VMs won't contain cyber-capable agents"** (69 pts Trail of Bits blog — agent-substrate adjacent, adjacent-not-promoted per scope). Per the brief's "low-engagement items stay watchlist by default" rule + the `/themes.md` scope discipliLine truncated

sources/index.md

@@ -4,7 +4,7 @@
 - [Agents 代理商档案索引 — 跨 agent CRM 同步](agents.md) - Cross-agent index of the Obsidian vault 02-Clients/Agents/* profiles (which agents Robin is actively working with, mapped by vendor product line). Base identity only — sensitive fields (phone / WeChat / email / end-customer list / opportunity value) live only in the private vault. Updated 2026-08-07 with _known_associations.md product-line → agent → end-customer mapping.
 - [全国经销商地图 (2026-08-07 时点)](distributors-china-2026.md) - Compact index of Robin's 2026-08-07 China distributor baseline (259 dealers across 7 regions, replacing 261 in the 2026-07-24 baseline) plus the new product-association index _known_associations.md. Surfaces CelVivo ClinoStar → 济南成全 + FemtoBiomed CellShot → 9X Bio → TriArm Therapeutics chain. Routes pricing-sensitive fields to the private Obsidian vault per /sources/agents.md privacy rule.
 - [飞书邮箱 (Robin customer mailbox)](feishu-mail.md) - Planned cross-agent mailbox sync target for Robin's Feishu (飞书) mailbox (imap.feishu.cn:993 / imap.larksuite.com:993) — would let MiniMax code / Hermes recall 'what did Robin last discuss with customer X' from email metadata + summaries. Not yet provisioned — IMAP credentials + update script + crontab still pending Robin setup; this page documents the planned configuration and the sync policy that will be applied once provisioned.
-- [Git repo — evidence index (Obsidian vault, 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 2026-08-26T18:06Z fetch** — 0 new vault commits since the prior 2026-08-25T18:13Z fetch, vault silent for the 1st consecutive fetch since the 2026-08-24/25 5-paper burst; the carry-forward untracked-file set bumps: `Review/zhou2023_computer_vision_microfluidics.md` 14-day → 15-day (12 → 13 fetches silent), `celvivo_commercial/` + `templates/` 9-day → 10-day, `deepread_40240593/` 2-day → 3-day) and openwiki-wiki at /home/ldw/.openwiki/wiki (main branch, HEAD ebb95c0a, 2026-08-26, **2 new automated wiki commits in the 2026-08-25T18:13Z → 2026-08-26T18:06Z window: `81ac94a` daily update 2026-08-26 + `ebb95c0` sources-sync 2026-08-26 — the twelfth 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 + now `ebb95c0` 2026-08-26; the `81ac94a` daily update committed 14 of the prior 17 dirty files, reducing the working-tree dirty count from 11 → 8**) 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 2026-08-27T18:25Z 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.
 - [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.

sources/literature.md

@@ -2,8 +2,8 @@
 type: "Reference"
 title: "Literature Deep-Reads — cross-agent deep-read index"
 description: "Cross-agent index of Robin's literature deep-reads across the 4 vendor product lines (CelVivo / 3Brain / Cellink / Femtobiomed) and adjacent application domains (organoid IRB / ethics, vascularized organoids, microfluidic / organ-on-chip). Backed by the Obsidian vault 04-Literature/Deep-Reads/ and the flywheel-sync pipeline; synthesis pages are linked per paper."
-tags: [literature, deep-read, flywheel, celvivo, 3brain, cellink, femtobiomed, tevonian-2026-vascularized-liver-mps, yang-2026-cardiac-organoid-review, shen-2026-vascularized-organoids-review, zhai-2026-3d-skin-pemphigus, 2026-08-25]
-timestamp: 2026-08-25T18:13:00Z
+tags: [literature, deep-read, flywheel, celvivo, 3brain, cellink, femtobiomed, tevonian-2026-vascularized-liver-mps, yang-2026-cardiac-organoid-review, shen-2026-vascularized-organoids-review, zhai-2026-3d-skin-pemphigus, pasca-2025-nature-assembloid, microgravity-reproductive-review-2026, 2026-08-27, 2026-08-25, 2026-08-24, 2026-08-23, vascularized-organoids, cardiac-organoids, skin-organoids, second-5paper-burst]
+timestamp: 2026-08-27T18:25:00Z
 ---
 
 # Literature Deep-Reads — cross-agent deep-read index
@@ -336,3 +336,31 @@ The `Robin_Picked_Papers` table is **new as of today** — created per Robin's 2
 - **Wiki ID**: 1752
 - **关键发现**: 3D 打印 + 自组织多层血管化皮肤模型, 建模天疱疮自身免疫 + EGFR 靶向治疗 + ML 辅助药筛
 - **Robin 业务对接**: 皮肤自身免疫病药筛 + 3D 打印客户 + 精准医疗应用
+
+## https://fb.biokingdom.top/api/v4/file/content/m99qHL/0/pasca...
+
+- **Title**: Human assembloid model of the ascending neural sensory pathway
+- **Authors**: Ji-il Kim, Kent Imaizumi, Ovidiu Jurjut, Kevin W. Kelley, Dong Wang, Mayuri V. Thete, Zuzana Hudacova, Neal D. Amin, Rebecca J. Levy, Gregory Scherrer, Sergiu P. Pasca
+- **Venue**: Nature (5 June 2025)
+- **DOI**: 10.1038/s41586-025-08808-3
+- **PMID**: 40205039 | **PMC**: PMC12137141
+- **Wiki.js**: https://wiki.biokingdom.top/literature/pasca-2025-nature-hasa-assembloid (ID 1758)
+- **NocoDB Brain 表**: Id=104
+- **PDF**: https://fb.biokingdom.top/api/v4/file/content/m99qHL/0/pasca-2025-assembloid-20260827.pdf
+- **Citations**: 99 (Nature 主刊 4 个月)
+- **Business match**: CelVivo ClinoStar ⭐⭐⭐⭐⭐ + 3Brain BioCAM X ⭐⭐⭐⭐⭐ + Mimetas OrganoPlate ⭐⭐⭐⭐ + Cellink BIO X ⭐⭐⭐⭐ + Femtobiomed CellShot ⭐⭐⭐
+- **Method**: First 4-part assembloid (hSeO/hdSpO/hDiO/hCO) from hiPS cells, scRNA-seq (54K cells), rabies tracing, calcium imaging, MEA extracellular recording. SCN9A/NaV1.7 KO reproduces CIP (Congenital Insensitivity to Pain).
+- **Date added**: 2026-08-27
+
+## iScience 2026 - Microgravity Reproductive Review
+
+- **Title**: A systematic review of microgravity on reproductive systems: Implications for space biology and human health
+- **Authors**: C.-F.L., C.-Y.C., P.-T.L., Y.-C.H. (corresponding)
+- **Venue**: iScience (13 Jan 2026)
+- **DOI**: 10.1016/j.isci.2026.114663
+- **PMID**: 41675042 | **PMC**: PMC12886544
+- **Wiki.js**: https://wiki.biokingdom.top/literature/microgravity-reproductive-review-2026 (ID 1759)
+- **NocoDB Brain 表**: Id=105
+- **PDF Status**: 5 路径 + S2 + Europe PMC 镜像全失败 (Robin 8-26 撞坑诚实停手);RAGFlow 解析文本 82546B 可下
+- **Method**: First cross-paradigm review (spaceflight + SMG + animal + human). 7 mechanisms (oxidative stress / DNA damage / cell signaling / cytoskeleton / mitochondria / EV / epigenetics). Countermeasures: AG / antioxidants / cryopreservation / RNAi.
+- **Date added**: 2026-08-27

sources/nocodb.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "NocoDB 文献库索引 — 跨 agent 数据层"
+openwiki_generated: true
+---
+
 # NocoDB 文献库索引 — 跨 agent 数据层
 
 > 数据源: NocoDB 13 个文献库 + 2 个公司库 (实时,每次 OpenWiki cron 跑时更新)

sources/ragflow.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "RAGFlow 全文检索索引 (Robin KB system)"
+openwiki_generated: true
+---
+
 # RAGFlow 全文检索索引 (Robin KB system)
 
 > 数据源: RAGFlow (http://10.10.10.254:9980/) 14 个 KB 全文检索结果

sources/seafile.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "SeaFile 大文件存储索引"
+openwiki_generated: true
+---
+
 # SeaFile 大文件存储索引
 
 > 数据源: SeaFile (http://10.10.10.254:9898/) 共 N 个资料库

sources/web-search.md

@@ -8,7 +8,15 @@ timestamp: 2026-08-25T18:09:00Z
 
 # Web Search Evidence
 
-> Connector: `web-search-1` (Tavily). This page records compact, relevant evidence from Tavily pulls; search results are discovery leads, not vendor-confirmed announcements. Latest successful pull: 2026-08-03 18:08 UTC. The 2026-08-08, 2026-08-10, 2026-08-12, 2026-08-15, 2026-08-17, 2026-08-18, 2026-08-19, 2026-08-20, 2026-08-21, 2026-08-22, 2026-08-23, 2026-08-24, and 2026-08-25 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 thirteen 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, 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.
+
+## 2026-08-27 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/2026-08-26T18-35-03-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.
 
 ## 2026-08-25 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 (`~/.openwiki/connectors/web-search/raw/2026-08-24T18-35-03-searxng-fallback/`) is also empty (confirmed empty on disk — no files in the directory) — 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, and 2026-08-24 runs hit the same blocker; this is the **thirteenth 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, and 2026-08-24 runs hit the same blocker; the 2026-08-27 run hit the same blocker too. This was the **thirteenth consecutive skip on the same code path at the time of the 2026-08-25 attempt** (and the fourteenth skip including the 2026-08-27 follow-up). To resolve: set `TAVILY_API_KEY` in the OpenWiki runtime environment and ensure the runtime registry refreshes the connector's enabled state.
 
 ## 2026-08-24 attempted update — skipped
 
@@ -24,7 +32,7 @@ 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 (`~/.openwiki/connectors/web-search/raw/2026-08-23T18-35-03-searxng-fallback/`) is also empty (confirmed empty on disk — no files in the directory) — 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, and 2026-08-23 runs hit the same blocker; the 2026-08-25 run hit the same blocker too. This was the **twelfth consecutive skip on the same code path at the time of the 2026-08-24 attempt** (and the thirteenth skip including the 2026-08-25 follow-up). 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, and 2026-08-23 runs hit the same blocker; the 2026-08-25 + 2026-08-27 runs hit the same blocker too. This was the **twelfth consecutive skip on the same code path at the time of the 2026-08-24 attempt** (and the fourteenth skip including the 2026-08-25 + 2026-08-27 follow-ups). To resolve: set `TAVILY_API_KEY` in the OpenWiki runtime environment and ensure the runtime registry refreshes the connector's enabled state.
 
 ## 2026-08-23 attempted update — skipped
 
@@ -32,7 +40,7 @@ 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 (`~/.openwiki/connectors/web-search/raw/2026-08-22T18-35-04-searxng-fallback/`) is also empty (confirmed empty on disk — no files in the directory) — 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, and 2026-08-22 runs hit the same blocker; the 2026-08-24 and 2026-08-25 runs hit the same blocker too. This was the **eleventh consecutive skip on the same code path at the time of the 2026-08-23 attempt** (and the thirteenth skip including the 2026-08-24 + 2026-08-25 follow-ups). 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, and 2026-08-22 runs hit the same blocker; the 2026-08-24 and 2026-08-25 runs hit the same blocker too. This was the **eleventh consecutive skip on the same code path at the time of the 2026-08-23 attempt** (and the fourteenth skip including the 2026-08-24 + 2026-08-25 + 2026-08-27 follow-ups). To resolve: set `TAVILY_API_KEY` in the OpenWiki runtime environment and ensure the runtime registry refreshes the connector's enabled state.
 
 ## 2026-08-22 attempted update — skipped
 
@@ -40,7 +48,7 @@ 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 (`~/.openwiki/connectors/web-search/raw/2026-08-21T18-35-04-searxng-fallback/`) is also empty (confirmed empty on disk) — 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, and 2026-08-21 runs hit the same blocker; the 2026-08-23 + 2026-08-24 + 2026-08-25 runs hit the same blocker too. This was the **tenth consecutive skip on the same code path at the time of the 2026-08-22 attempt** (and the thirteenth skip including the 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups). 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, and 2026-08-21 runs hit the same blocker; the 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-27 runs hit the same blocker too. This was the **tenth consecutive skip on the same code path at the time of the 2026-08-22 attempt** (and the fourteenth skip including the 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-27 follow-ups). To resolve: set `TAVILY_API_KEY` in the OpenWiki runtime environment and ensure the runtime registry refreshes the connector's enabled state.
 
 ## 2026-08-21 attempted update — skipped
 
@@ -48,7 +56,7 @@ 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 (`~/.openwiki/connectors/web-search/raw/2026-08-20T18-35-03-searxng-fallback/`) is also empty (confirmed empty on disk) — 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, and 2026-08-20 runs hit the same blocker; the 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 runs hit the same blocker too. This was the **ninth consecutive skip on the same code path at the time of the 2026-08-21 attempt** (and the thirteenth skip including the 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups). 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, and 2026-08-20 runs hit the same blocker; the 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-27 runs hit the same blocker too. This was the **ninth consecutive skip on the same code path at the time of the 2026-08-21 attempt** (and the fourteenth skip including the 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-27 follow-ups). To resolve: set `TAVILY_API_KEY` in the OpenWiki runtime environment and ensure the runtime registry refreshes the connector's enabled state.
 
 ## 2026-08-20 attempted update — skipped
 
@@ -56,7 +64,7 @@ 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 (`~/.openwiki/connectors/web-search/raw/2026-08-19T18-35-03-searxng-fallback/`) is also empty — 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, and 2026-08-19 runs hit the same blocker; the 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 runs hit the same blocker too. This was the **eighth consecutive skip on the same code path at the time of the 2026-08-20 attempt** (and the thirteenth skip including the 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 follow-ups). 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, and 2026-08-19 runs hit the same blocker; the 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-27 runs hit the same blocker too. This was the **eighth consecutive skip on the same code path at the time of the 2026-08-20 attempt** (and the fourteenth skip including the 2026-08-21 + 2026-08-22 + 2026-08-23 + 2026-08-24 + 2026-08-25 + 2026-08-27 follow-ups). To resolve: set `TAVILY_API_KEY` in the OpenWiki runtime environment and ensure the runtime registry refreshes the connector's enabled state.
 
 ## 2026-08-19 attempted update — skipped
 
@@ -64,7 +72,7 @@ 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 (`~/.openwiki/connectors/web-search/raw/2026-08-18T18-35-03-searxng-fallback/`) is also empty — 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, and 2026-08-18 runs hit the same blocker; the 2026-08-20, 2026-08-21, 2026-08-22, 2026-08-23, 2026-08-24, and 2026-08-25 runs hit the same blocker too. This was the **seventh consecutive skip on the same code path at the time of the 2026-08-19 attempt** (and the thirteenth skip including the 2026-08-20, 2026-08-21, 2026-08-22, 2026-08-23, 2026-08-24, and 2026-08-25 follow-ups). 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, and 2026-08-18 runs hit the same blocker; the 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 too. This was the **seventh consecutive skip on the same code path at the time of the 2026-08-19 attempt** (and the fourteenth skip including the 2026-08-20, 2026-08-21, 2026-08-22, 2026-08-23, 2026-08-24, 2026-08-25, and 2026-08-27 follow-ups). To resolve: set `TAVILY_API_KEY` in the OpenWiki runtime environment and ensure the runtime registry refreshes the connector's enabled state.
 
 ## 2026-08-18 attempted update — skipped
 
@@ -72,7 +80,7 @@ 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 (`~/.openwiki/connectors/web-search/raw/2026-08-17T18-35-03-searxng-fallback/`) is also empty — 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, and 2026-08-17 runs hit the same blocker; the 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 too. This was the **sixth consecutive skip on the same code path at the time of the 2026-08-18 attempt** (and the thirteenth skip including the 2026-08-19, 2026-08-20, 2026-08-21, 2026-08-22, 2026-08-23, 2026-08-24, and 2026-08-25 follow-ups).
+- **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, and 2026-08-17 runs hit the same blocker; the 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 too. This was the **sixth consecutive skip on the same code path at the time of the 2026-08-18 attempt** (and the fourteenth skip including the 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 follow-ups).
 
 ## 2026-08-17 attempted update — skipped
 
@@ -80,7 +88,7 @@ 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 (`~/.openwiki/connectors/web-search/raw/2026-08-16T18-35-03-searxng-fallback/`) is also empty — 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, and 2026-08-15 runs hit the same blocker; the 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 too. This was the **fifth consecutive skip on the same code path at the time of the 2026-08-17 attempt** (and the thirteenth skip including the 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 follow-ups).
+- **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, and 2026-08-15 runs hit the same blocker; 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, and 2026-08-27 runs hit the same blocker too. This was the **fifth consecutive skip on the same code path at the time of the 2026-08-17 attempt** (and the fourteenth skip including 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, and 2026-08-27 follow-ups).
 
 ## 2026-08-15 attempted update — skipped
 
@@ -88,7 +96,7 @@ 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. 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, and 2026-08-12 runs hit the same blocker; 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, and 2026-08-25 runs hit the same blocker too. This was the fourth consecutive skip on the same code path at the time of the 2026-08-15 attempt (and the thirteenth skip including 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, and 2026-08-25 follow-ups).
+- **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, and 2026-08-12 runs hit the same blocker; 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, and 2026-08-27 runs hit the same blocker too. This was the fourth consecutive skip on the same code path at the time of the 2026-08-15 attempt (and the fourteenth skip including 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, and 2026-08-27 follow-ups).
 
 ## 2026-08-12 attempted update — skipped
 
@@ -96,7 +104,7 @@ 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. 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 and 2026-08-10 runs hit the same blocker; 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, and 2026-08-25 runs hit the same blocker too. This was the third consecutive skip on the same code path at the time of the 2026-08-12 attempt (and the thirteenth skip including 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 follow-ups).
+- **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 and 2026-08-10 runs hit the same blocker; 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, and 2026-08-27 runs hit the same blocker too. This was the third consecutive skip on the same code path at the time of the 2026-08-12 attempt (and the fourteenth skip including 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).
 
 ## 2026-08-10 attempted update — skipped
 
@@ -104,7 +112,7 @@ 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. 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 run hit the same blocker; 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, and 2026-08-25 runs hit the same blocker too. This was the second consecutive skip on the same code path at the time of the 2026-08-10 attempt (and the thirteenth skip including 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 follow-ups).
+- **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 run hit the same blocker; 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, and 2026-08-27 runs hit the same blocker too. This was the second consecutive skip on the same code path at the time of the 2026-08-10 attempt (and the fourteenth skip including 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).
 
 ## 2026-08-08 attempted update — skipped
 
@@ -112,7 +120,7 @@ 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. 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 2026-08-10, 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 too. This was the first skip on the same code path (and the thirteenth skip including 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 follow-ups).
+- **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 2026-08-10, 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 too. This was the first skip on the same code path (and the fourteenth skip including 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).
 
 ## Historical successful pulls
 
@@ -568,7 +576,7 @@ Every query in the 10-query lane returned the same structured error (no answer t
 - Pull 10: fetched 2026-08-02T18:07:53Z — raw `~/.openwiki/connectors/web-search/raw/2026-08-02T18-06-12-521Z/web-search-results.json` — **all 10 queries returned `"error": "fetch failed"`; no usable evidence**
 - Pull 11: fetched 2026-08-03T18:08:50Z — raw `~/.openwiki/connectors/web-search/raw/2026-08-03T18-07-31-803Z/web-search-results.json` — **first successful pull after the 3-day outage streak; Tavily back online; see section below**
 - Pull 12: attempted 2026-08-10T18:35Z — **skipped** (connector reported disabled; `TAVILY_API_KEY` not present; no raw files written; no synthesis update)
-- 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 update attempts: all **skipped** on the same code path (connector reported disabled; `TAVILY_API_KEY` not present; no raw files written; no synthesis update; eleventh consecutive skip including 2026-08-23); see individual sections above for per-day operational notes
+- 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 update attempts: all **skipped** on the same code path (connector reported disabled; `TAVILY_API_KEY` not present; no raw files written; no synthesis update; fourteenth consecutive skip including 2026-08-27); see individual sections above for per-day operational notes
 - Queries: pulls 1, 2, 4, 5, 6, 7, 8, 9, 10, 11 = 10 queries each; pull 3 = 6 queries (vendor-anchored only)
 - Instance: `web-search-1`
 
@@ -641,3 +649,11 @@ Eleventh Tavily pull, run as a stand-alone `openwiki personal --update` source i
 - **Tavily answer-text quality:** the 3Brain answer is now correct (first time in 11 pulls); the Cellink Lumen X answer is substantive; the Hermes/M3 answer is partially fabricated ("release date of June 1, 2026") — treat as untrusted. Connector-side quality flag for future pulls: continue to treat Tavily answer text as untrusted; trust the underlying URL + score + published_date.
 - **Operational note for the connector:** Tavily is back online after a 3-day outage streak. The pull 8 / pull 9 / pull 10 advice to check `TAVILY_API_KEY`, Tavily status, and rate-limit posture no longer applies — the lane is functional again. No connector-side configuration change is required.
 - **Coverage:** fetched `2026-08-03T18:08:50.866Z`; 10 queries; raw `~/.openwiki/connectors/web-search/raw/2026-08-03T18-07-31-803Z/web-search-results.json`; instance `web-search-1`.
+.
+.
+
+
+
+
+
+

sources/wikijs.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "Wiki.js 索引 — 跨 agent 文档发布层"
+openwiki_generated: true
+---
+
 # Wiki.js 索引 — 跨 agent 文档发布层
 
 > 数据源: Wiki.js (http://10.10.10.254:3000/graphql) Biokingdom 实例