diff --git a/.last-update.json b/.last-update.json
index d67d27c..ca48a5a 100644
--- a/.last-update.json
+++ b/.last-update.json
@@ -1,7 +1,7 @@
 {
-  "updatedAt": "2026-08-15T18:15:44.470Z",
+  "updatedAt": "2026-08-16T18:05:13.757Z",
   "command": "update",
   "model": "MiniMax-M3",
-  "status": "complete",
+  "status": "interrupted",
   "language": "en"
 }
diff --git a/quickstart.md b/quickstart.md
index f0fd4a4..86ebedb 100644
--- a/quickstart.md
+++ b/quickstart.md
@@ -36,6 +36,8 @@ tags: [quickstart, navigation, openwiki, status]
 - **Wiki state:** initialized — Hacker News, the local Obsidian vault, and Tavily web search are active and feeding `/sources/hackernews.md`, `/sources/git-repo.md`, `/sources/web-search.md`, and `/themes.md`. All 5 synthesis themes (`/themes/01-organoid-equipment.md`, `/themes/02-bioprinting.md`, `/themes/03-ai-agents.md`, `/themes/04-local-llm.md`, `/themes/05-robin-research.md`) are now generated.
 - **Connectors:** Hacker News, git-repo, and web search active. The 2026-08-08, 2026-08-10, 2026-08-12, and 2026-08-15 web-search update attempts were skipped because the connector is not enabled and `TAVILY_API_KEY` is empty; the latest successful Tavily pull remains 2026-08-03 18:08 UTC. Gmail, Slack, Notion, and X are not yet configured — see "Adding sources" below.
 
+**Latest update — hackernews-1 (2026-08-16T18:00Z).** One source-specific update run for `hackernews-1` (Hacker News — LLM-agent topic set) per the source-specific instruction "Track organoid / CelVivo / 3Brain / Cellink / openwiki / AI agent stories". Fresh connector ingest ran via `openwiki_ingest_connector connectorId=hackernews` and wrote raw data at `~/.openwiki/connectors/hackernews/raw/2026-08-16T18-00-02-618Z/hackernews-results.json`. 2 feeds (`top` 19 + `best` 12) → **25 unique items** (6 overlap: `49313428` Super El Niño, `49314235` Cultivating a state of mind, `49314902` Software Engineering fundamentals, `49319389` Research papers using "kidney disappointment", `49319556` Claude System Prompts, `49319633` Firefox for iOS native adblocker). 6 search queries (`organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents`) returned **zero hits across all six** — all six Algolia queries returned `nbHits=0`. The "no material HN footprint for the 4 vendor lines" finding continues to hold — this is the **fifth pull since 2026-08-07 to have a fully-zero Algolia lane** (after the 2026-08-08 03:15 + 2026-08-08 18:00 + 2026-08-13 + 2026-08-15 pulls; the 2026-08-10 + 2026-08-12 pulls had Algolia hits that were all string-collision noise rather than fully-zero); Tavily (web-search) remains the productive lane for vendor news. **Two adjacents worth flagging for traceability** — **`49316271` "Patterns and problems in emerging multi-agent systems"** (169 pts, 124 cmts, best, Anthropic research blog, `maxutility`, https://www.anthropic.com/research/multiagent-systems) — research piece on multi-agent system patterns that touches Robin's broader agent-stack lane (Hermes Agent v0.19 Quicksilver's live subagent feature is the primary multi-agent pattern on Robin's named stack); **`49319814` "Show HN: A public AI whose memory is shared across all users"** (40 pts, 28 cmts, top, wildstatic.com, `adjohu`) — adjacent to the `agent-memory-architecture` theme (shared-memory concept) but the pattern is end-user-shared memory vs. the OKF/Karpathy/MCP-Memory agent-side memory architecture. Both items stay **adjacent-not-promoted** under the existing scope discipline (per the 2026-08-13 MCP Memory / OKF Show HN anchor and the 2026-08-10 Muse Glimmer / 2026-08-13 DeepSeek Harness / 2026-07-30 Codex CLI cluster traceability entries). Five additional flag-for-traceability items stay adjacent-not-promoted: **`49312845` AI isn't outthinking mathematicians, it's out-remembering them** (558 pts, 468 cmts, best — highest-engagement item of the pull; AI-reasoning essay, off-scope); **`49314403` Abdominal fat predicts heart disease risk better than BMI** (308 pts, 275 cmts, best — American College of Cardiology press release, clinical cardiovascular, outside Robin's 4 application domains); **`49313367` AI in drug discovery — what it is, where we stand and the path forward** (173 pts, 86 cmts, best — Science.org blog, drug-discovery umbrella topic, outside Robin's 4 application domains); **`49321353` NIH is ending a key grant for budding clinical researchers** (38 pts, 7 cmts, top — Science.org news, clinical research funding, outside Robin's 4 application domains); **`49319389` Research papers using "kidney disappointment" instead of "kidney failure"** (251 pts, 97 cmts, top+best — Scholar search-result post, clinical nephrology, outside Robin's 4 application domains). **Key call**: this pull produces **no directly-relevant item for any `/themes.md` row** — the closest items either (a) fall outside Robin's 4 application domains (clinical cardiovascular / drug discovery / clinical research funding / nephrology) and stay off the `class-organoid-3d-bioprinting` watchlist per the "domain-anchored only" scope rule, or (b) sit on the AI-agent / multi-agent / shared-memory lane where the established scope rule keeps non-named-stack agent-architecture research adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself. The `class-organoid-3d-bioprinting` row stays at Last seen 2026-08-12 (no organoid item); the `agent-memory-architecture` row stays at Last seen 2026-08-13 (no OKF / MCP Memory item — `49319814` Show HN doesn't corroborate the OKF+memory schema pattern); the `MiniMax-m3` row stays at Last seen 2026-08-03 (no MiniMax model release); the `hermes-agent-v0-19-quicksilver` row stays at Last seen 2026-08-03 (no Hermes Agent release); the `openwiki-brand` watchlist row stays at Last seen 2026-07-16 (no positive `openwiki` hits). The HN lane's stable role is now "high-engagement agent-stack adjacents (Codex / DeepSeek / Muse Glimmer / MCP / Docker Sandboxes / Claude Code / Anthropic multi-agent research) + low-engagement application-domain watchlist items (organoid / neuroscience / Wired features)" rather than vendor-direct signals. Wiki edits this run: (a) `/sources/hackernews.md` — added new "Latest update — 2026-08-16 18:00 UTC" section ahead of the 2026-08-15 entry; demoted 2026-08-15 from "Latest" to a regular "Update" section; updated Connector section with the new raw dump path (`2026-08-16T18-00-02-618Z/hackernews-results.json`) and the new latest-fetch timestamp (`2026-08-16T18:00:39Z`); added a "Flag-for-traceability: Anthropic multi-agent systems research, Show HN shared-memory public AI" callout section; updated `tags` to include `2026-08-16`. **No `/themes.md` row change, no commitment row, no open-question row, no personal-logistics item** — the only synthesis-layer change is recording the fifth consecutive fully-zero Algolia lane streak in `/sources/hackernews.md`. Prior run was **git-repo-1 update (2026-08-15T18:07Z)** — see next paragraph.
+
 **Latest update — git-repo-1 (2026-08-15T18:07Z).** One source-specific update run for `git-repo-1` (Obsidian vault + OpenWiki wiki) per the source-specific instruction "Track vault + OpenWiki wiki mtime + commits (Robin 8-07 added)". Fresh connector ingest ran via `openwiki_ingest_connector connectorId=git-repo` and wrote manifest at `~/.openwiki/connectors/git-repo/raw/2026-08-15T18-07-49-711Z/manifest.json`. **Vault HEAD** unchanged at `297f106d2b137af3480261052ff080cbc48d5b48` (same as the 2026-08-12 and 2026-08-13 fetches) — **0 new vault commits** in the 2026-08-13T18:08Z → 2026-08-15T18:07Z 48-hour window; the 2026-08-12 Liang 2026 4-commit LDR cycle remains the most recent vault activity across both the 2026-08-13 and 2026-08-15 fetches. **No new untracked vault files** appeared in the 24-hour window — the untracked file set is unchanged from the 2026-08-13 fetch (23 untracked files, including the still-untracked `Review/zhou2023_computer_vision_microfluidics.md` first-entry-in-new-Review/-subfolder file, 8 × `02-Clients/Agents/区域-2026-0807.md` distributor-rebuild files, `__pycache__/...pyc` build noise, the `文悦精读流水线.yml` v1/v2/v3/v4/v5-clean variants, etc.). **Wiki HEAD** bumped from `1737454` (2026-08-13) to **`2507925e27b83b4f9d2e6f3b9c939d081a90f9f2`** (2026-08-15T02:31 +0800); **4 new wiki-side commits** in the 48-hour window — `021e929` chore: daily update 2026-08-14 (2026-08-14T02:18) + `6258717` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-14, 2026-08-14T02:30) + `173b58c` chore: daily update 2026-08-15 (2026-08-15T02:00, added OKF frontmatter to nocodb.md / ragflow.md / seafile.md / wikijs.md) + `2507925` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-15, 2026-08-15T02:31). **One operational issue surfaced**: the `2507925` 2026-08-15 sources-sync committed **empty count values** for NocoDB / SeaFile / Wiki.js / RAGFlow (NocoDB 6614 → 0 records, Wiki.js 83 → 0 unique pages, RAGFlow landing 200 → 000) — the on-disk source configs are unaffected (NocoDB / Wiki.js / RAGFlow backends at 10.10.10.254 are unchanged); this is a wiki-side CRON issue with the auto-source-sync job, not a connector config issue. Data is recoverable from `git show 1737454:sources/nocodb.md` etc. for any future recovery commit; the synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the source-page counters and is not affected. **10 uncommitted wiki-side edits** in working tree (carryover from the prior HN-1 2026-08-13 + HN-1 2026-08-15 + web-search-1 2026-08-15 + this git-repo-1 2026-08-15 runs — `.last-update.json` + `quickstart.md` + `sources/README.md` + `sources/hackernews.md` + `sources/index.md` + `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md`; pending the next CLI orchestration commit). Wiki edits this run: (a) `/sources/git-repo.md` — refreshed frontmatter HEAD pointers (vault HEAD → `297f106d` unchanged, wiki HEAD `1737454` → `2507925`, tags + `2026-08-15`, timestamp → `2026-08-15T18:07:49Z`), refreshed the Connector / State section to the new `2026-08-15T18-07-49-711Z` raw manifest, refreshed `## obsidian-vault — working-tree status` heading + body to 2026-08-15 (0 new commits, no new untracked files; `Review/zhou2023_computer_vision_microfluidics.md` carries forward as still-untracked), refreshed `## openwiki-wiki — working-tree status` heading + body to 2026-08-15 (4 new wiki commits + 10 uncommitted files + the count-data wipe surfaced in the Notable-entity section), refreshed the Recent-commits table with the 4 new wiki commits on top of the prior 2026-08-13 cluster, refreshed the Summary-of-last-24-hours table with the 2026-08-13T18:08Z → 2026-08-15T18:07Z window data (0 vault commits / 4 wiki commits / 10 uncommitted wiki files / operational issue row), refreshed the Notable-entity section to add a "2026-08-15 sources-sync bug" entry (count-data wipe + recovery path + wiki-synthesis independence) + carry-forward note on the `Review/` subfolder entry, refreshed the Synthesis-policy section to add this run's delta summary + the operational-issue observation; (b) `/themes/05-robin-research.md` — vault-snapshot metadata refreshed (fetch timestamp → `2026-08-15T18:07:49Z`, raw-manifest path → the new `2026-08-15T18-07-49-711Z/manifest.json`); the vault HEAD pointer stays `297f106d` (unchanged across both 2026-08-13 and 2026-08-15 fetches); (c) `/quickstart.md` — added this "Latest update — git-repo-1 (2026-08-15T18:07Z)" paragraph; updated the Backlog git-repo entry to reflect the new wiki HEAD `2507925` + 4 new wiki commits + 10 uncommitted files + the operational issue note. **No `/themes.md` row change, no commitment row, no open-question row, no personal-logistics item** — the vault delta is empty (no new commits, no new untracked files) and the synthesis layer is independent of the source-page counters. Prior run was **web-search-1 attempted 2026-08-15 skipped** (fourth consecutive skip on the same code path) — see next paragraph.
 
 **Latest update — web-search-1 attempted 2026-08-15 skipped.** One source-specific update run for `web-search-1` (Web Search / Tavily) per the source-specific instruction "Track CelVivo / 3Brain / Cellink / organoid news from web (NOTE: needs TAVILY_API_KEY, currently empty)". The deterministic pull was **skipped**: `web-search-1` is not enabled in the runtime registry and `TAVILY_API_KEY` is empty, so no Tavily request was made and no raw data files were written. This is the **fourth consecutive skip** on the same code path (after 2026-08-08 + 2026-08-10 + 2026-08-12); the latest successful Tavily pull remains 2026-08-03 18:08 UTC. No new CelVivo / 3Brain / Cellink / organoid findings were available for synthesis; no changes were made to `/themes.md`, `/commitments.md`, `/open-questions.md`, or `/personal-logistics.md` from this source attempt. Discord between on-disk `~/.openwiki/connectors/web-search/config.json` (which shows `enabled: true` + 6 Chinese queries) and the runtime registry (still reports the connector as disabled) is the same operational issue noted on the 2026-08-08 / 2026-08-10 / 2026-08-12 runs — recorded for traceability only, not a wiki-synthesis concern. Wiki edits this run: (a) `/sources/web-search.md` — added a "2026-08-15 attempted update — skipped" section ahead of the 2026-08-12 entry, following the established 5-field structure (Status / Authentication / Coverage / Synthesis / Operational note); updated the header line to mention the fourth skip; added `2026-08-15` to the `tags` list; (b) `/quickstart.md` — added this "Latest update — web-search-1 attempted 2026-08-15 skipped" paragraph; updated the Web Search connector row in "Current status" and "Adding sources" to reflect the 4-entry skip streak; updated the Backlog web-search entry likewise. **No new theme row, no commitment row, no open-question row, no personal-logistics item** — the synthesis layer is unchanged because the connector produced no new evidence. Prior run was **hackernews-1 update (2026-08-15T18:00Z)** — see next paragraph for the Auto-research with codex / Working with AI as Leadership flag-for-traceability notes.
@@ -78,9 +80,12 @@ Deferred until Robin configures connectors or asks for specific documentation:
 - **Slack evidence index** — `/sources/slack.md` (no Slack connector configured yet)
 - **Notion evidence index** — `/sources/notion.md` (no Notion MCP configured yet)
 - **X / Twitter evidence index** — `/sources/x.md` (no X connector configured yet)
-- **Hacker News evidence index** — `/sources/hackernews.md` (active; last refreshed 2026-08-15 18:00 UTC — source-specific LLM-agent topic set (`organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents`); **fourth pull since 2026-08-07 to have a fully-zero Algolia lane** (after 2026-08-08 03:15 + 2026-08-08 18:00 + 2026-08-13 — the 2026-08-10 and 2026-08-12 pulls had Algolia hits that were all string-collision noise rather than fully-zero) — vendor-anchored footprint remains null on the HN lane and Tavily (web-search) remains the productive lane; **one high-engagement Robin-stack-adjacent surfaced this pull: `49309549` Auto-research with codex: How I achieved a 232x Faster Kernel** (275 pts, 75 cmts, top+best, sankalp.bearblog.dev, by `tosh` — same submitter as the 2026-08-08 03:15 DeepSeek V4 Flash 0731 entry, but the items themselves are unrelated) — a personal-blog essay on using Codex (OpenAI coding agent) for autonomous GPU-kernel optimization. Codex is on Robin's stack as the named fallback agent surface per `/themes/03-ai-agents.md` § "Codex CLI (fallback)", and the "auto-research" framing directly speaks to how the broader Codex community is using Codex for autonomous optimization. **Adjacent-not-promoted** per the established scope rule that Codex-wrapper / TUI / usage changes stay adjacent unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself — so no `/themes.md` row Last-seen refresh; six additional flag-for-traceability items surfaced this run (all adjacent-not-promoted under existing scope discipline): **Working with AI Feels More Like Leadership Than Coding** (151 pts top, 109 cmts — AI-coding-agent essay, off-scope), **First At-Home Test for Infected Ticks** (111 pts top, 42 cmts — Smithsonian, infectious-disease diagnostics, outside Robin's 4 application domains), **Semaglutide linked to 26% lower 5-year predicted dementia risk** (95 pts top, 59 cmts — Alzheimer's & Dementia journal, clinical neurology / pharmacology, outside Robin's 4 application domains), **A controversial Alzheimer's surgery is said to reverse symptoms** (62 pts top, 17 cmts — Nature news, clinical neurology, outside Robin's 4 application domains), **Yadda 3.0.0: BDD in the Age of AI Agents** (37 pts top, 16 cmts — BDD testing framework, off-scope), **Could a computer scientist build a brain?** (32 pts top, 19 cmts — computer-science neuroscience essay, outside Robin's 4 application domains) — see HN source page)
-- **Web search evidence index** — `/sources/web-search.md` (active; last successful pull 2026-08-03 18:08 UTC — first pull after the 3-day outage streak; CELLINK × Volumetric new Lumen X + 3Brain Utrecht Summer School + CelVivo ClinoStar 2 / Thailand Lab 2026 surfaced, see source page; 2026-08-08, 2026-08-10, 2026-08-12, and 2026-08-15 update attempts skipped — connector not enabled in runtime registry, `TAVILY_API_KEY` missing; disk config shows `enabled: true` + 6 Chinese queries but the runtime registry disagrees — operational concern, not a wiki-synthesis concern)
+- **Hacker News evidence index** — `/sources/hackernews.md` (active; last refreshed 2026-08-16 18:00 UTC — source-specific LLM-agent topic set (`organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents`); **fifth pull since 2026-08-07 to have a fully-zero Algolia lane** (after 2026-08-08 03:15 + 2026-08-08 18:00 + 2026-08-13 + 2026-08-15 — the 2026-08-10 and 2026-08-12 pulls had Algolia hits that were all string-collision noise rather than fully-zero) — vendor-anchored footprint remains null on the HN lane and Tavily (web-search) remains the productive lane; **two adjacents worth flagging for traceability surfaced this pull: `49316271` "Patterns and problems in emerging multi-agent systems"** (169 pts, 124 cmts, best, Anthropic research blog, `maxutility`, https://www.anthropic.com/research/multiagent-systems) — research piece on multi-agent system patterns that touches the Hermes Agent v0.19 Quicksilver multi-agent-subagent lane; **`49319814` "Show HN: A public AI whose memory is shared across all users"** (40 pts, 28 cmts, top, wildstatic.com, `adjohu`) — adjacent to the `agent-memory-architecture` theme (shared-memory concept) but the pattern is end-user-shared memory vs. the OKF/Karpathy/MCP-Memory agent-side memory architecture. **Both items stay adjacent-not-promoted** per the established scope rule that non-named-stack agent-architecture research + non-OKF shared-memory implementations stay adjacent-not-promoted unless they directly corroborate the existing row's pattern — so no `/themes.md` row Last-seen refresh; five additional flag-for-traceability items surfaced this run (all adjacent-not-promoted under existing scope discipline): **AI isn't outthinking mathematicians, it's out-remembering them** (558 pts, 468 cmts, best — highest-engagement item of the pull; AI-reasoning essay, off-scope), **Abdominal fat predicts heart disease risk better than BMI** (308 pts, 275 cmts, best — American College of Cardiology press release, clinical cardiovascular, outside Robin's 4 application domains), **AI in drug discovery — what it is, where we stand and the path forward** (173 pts, 86 cmts, best — Science.org blog, drug-discovery umbrella topic, outside Robin's 4 application domains), **Research papers using "kidney disappointment" instead of "kidney failure"** (251 pts, 97 cmts, top+best — Scholar search-result post, clinical nephrology, outside Robin's 4 application domains), **NIH is ending a key grant for budding clinical researchers** (38 pts, 7 cmts, top — Science.org news, clinical research funding, outside Robin's 4 application domains) — see HN source page)
+- **Web search evidence index** — `/sources/web-search.md` (active; last successful pull 2026-08-03 18:08 UTC — first pull after the 3-day outage streak; CELLINK × Volumetric new Lumen X + 3Brain Utrecht Summer School + CelVivo ClinoStar 2 / Thailand Lab 2026 surfaced, see source page; 2026-08-08, 2026-08-10, 2026-08-12, 2026-08-15, and 2026-08-16 update attempts skipped — connector not enabled in runtime registry, `TAVILY_API_KEY` missing; disk config shows `enabled: true` + 6 Chinese queries but the runtime registry disagrees — operational concern, not a wiki-synthesis concern)
 - **Git repo evidence index** — `/sources/git-repo.md` (active; last refreshed 2026-08-15 18:07 UTC — covers Robin's Obsidian vault (HEAD `297f106d` 2026-08-12, **unchanged across both the 2026-08-13 and 2026-08-15 fetches** — 0 new vault commits in the 2026-08-13T18:08Z → 2026-08-15T18:07Z 48-hour window) + OpenWiki wiki (HEAD `2507925` 2026-08-15, **4 new wiki commits since 2026-08-13**: `021e929` daily update 2026-08-14 + `6258717` sources-sync 2026-08-14 + `173b58c` daily update 2026-08-15 + `2507925` sources-sync 2026-08-15); 13 vault commits since 2026-08-03 fetch including the **2026-08-12 Liang 2026 Sci Rep liver organoid fibrosis platform 4-commit LDR cycle** (`e542c977` adds file 186 lines → `8699a154` page 946 9 项 SOP 重写版 105+/122- → `aacba7aa` frontmatter title 改中文 1 line → `297f106d` page 934 修齐 5+/4-) — **net-new external evidence** (DOI 10.1038/s41598-026-42990-2, PMID 41857098, mouse liver 3 轨道 Hep-Orgs + Cho-Orgs + HSC + DAPT+Dex P1-P10 长程成熟 + TGFβ 激活体外纤维化模型; Wiki.js Id=1716, NocoDB Id=770); **23 untracked vault files** unchanged from the 2026-08-13 fetch (no new untracked files in the 24-hour window) — including 8 × `02-Clients/Agents/区域-2026-0807.md` distributors-rebuild + `_known_associations.md` association index + **the first entry in the new `Review/` subfolder** (`04-Literature/Deep-Reads/Review/zhou2023_computer_vision_microfluidics.md` — Zhou 2023 computer vision + microfluidics, Robin deep-read in progress, still-uncommitted at the 2026-08-15 fetch) + `__pycache__/...pyc` Python build noise; wiki-side carries **10 uncommitted synthesis-layer edits** accumulated across the prior HN-1 2026-08-13 + HN-1 2026-08-15 + web-search-1 2026-08-15 + this git-repo-1 2026-08-15 runs; **one operational issue surfaced this run** — the `2507925` 2026-08-15 sources-sync committed empty count values for NocoDB / SeaFile / Wiki.js / RAGFlow (NocoDB 6614 → 0 records, Wiki.js 83 → 0 unique pages, RAGFlow landing 200 → 000); the on-disk source configs are unaffected; data is recoverable from `git show 1737454:sources/nocodb.md` etc. — recorded for traceability on `/sources/git-repo.md` Notable-entity § "2026-08-15 sources-sync bug" and on each affected `/sources/{nocodb,ragflow,seafile,wikijs}.md` page; the synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the source-page counters and is not affected)
 - **Project / people / company pages** — only created when durable entities emerge from ingested data
 
+These are intentionally blank until there is real evidence to put in them. Populating them with placeholders would dilute the synthesis layer..esis layer..sis platform 4-commit LDR cycle** (`e542c977` adds file 186 lines → `8699a154` page 946 9 项 SOP 重写版 105+/122- → `aacba7aa` frontmatter title 改中文 1 line → `297f106d` page 934 修齐 5+/4-) — **net-new external evidence** (DOI 10.1038/s41598-026-42990-2, PMID 41857098, mouse liver 3 轨道 Hep-Orgs + Cho-Orgs + HSC + DAPT+Dex P1-P10 长程成熟 + TGFβ 激活体外纤维化模型; Wiki.js Id=1716, NocoDB Id=770); **23 untracked vault files** unchanged from the 2026-08-13 fetch (no new untracked files in the 24-hour window) — including 8 × `02-Clients/Agents/区域-2026-0807.md` distributors-rebuild + `_known_associations.md` association index + **the first entry in the new `Review/` subfolder** (`04-Literature/Deep-Reads/Review/zhou2023_computer_vision_microfluidics.md` — Zhou 2023 computer vision + microfluidics, Robin deep-read in progress, still-uncommitted at the 2026-08-15 fetch) + `__pycache__/...pyc` Python build noise; wiki-side carries **10 uncommitted synthesis-layer edits** accumulated across the prior HN-1 2026-08-13 + HN-1 2026-08-15 + web-search-1 2026-08-15 + this git-repo-1 2026-08-15 runs; **one operational issue surfaced this run** — the `2507925` 2026-08-15 sources-sync committed empty count values for NocoDB / SeaFile / Wiki.js / RAGFlow (NocoDB 6614 → 0 records, Wiki.js 83 → 0 unique pages, RAGFlow landing 200 → 000); the on-disk source configs are unaffected; data is recoverable from `git show 1737454:sources/nocodb.md` etc. — recorded for traceability on `/sources/git-repo.md` Notable-entity § "2026-08-15 sources-sync bug" and on each affected `/sources/{nocodb,ragflow,seafile,wikijs}.md` page; the synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the source-page counters and is not affected)
+- **Project / people / company pages** — only created when durable entities emerge from ingested data
+
 These are intentionally blank until there is real evidence to put in them. Populating them with placeholders would dilute the synthesis layer..
\ No newline at end of file
diff --git a/sources/README.md b/sources/README.md
index 681572e..9e91f91 100644
--- a/sources/README.md
+++ b/sources/README.md
@@ -28,7 +28,7 @@ Additional connectors appear here automatically once they are authenticated and
 | 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, and 2026-08-15 update attempts were skipped because the connector was not enabled in the runtime registry. 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 2026-08-10 18:00 UTC — fourth consecutive "no promotable hits" pull under the 6-query set (empty-pulls-on-vendor-queries is normal cadence, not an outage). Evidence at [/sources/hackernews.md](/sources/hackernews.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 2026-08-16 18:00 UTC — fifth consecutive "no promotable hits" pull under the 6-query set (empty-pulls-on-vendor-queries is normal cadence, not an outage). Evidence at [/sources/hackernews.md](/sources/hackernews.md). |
 | 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 2026-08-15 18:07 UTC. |
 
 ## How new source pages get created
diff --git a/sources/hackernews.md b/sources/hackernews.md
index 16b8984..19ed8b5 100644
--- a/sources/hackernews.md
+++ b/sources/hackernews.md
@@ -2,7 +2,7 @@
 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, 2026-08-15, 2026-08-13, 2026-08-12, 2026-08-10]
+tags: [hackernews, evidence-index, source, 2026-08-16, 2026-08-15, 2026-08-13, 2026-08-12, 2026-08-10]
 ---
 
 # Hacker News — evidence index
@@ -15,10 +15,37 @@ 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:** `2026-08-15T18:00:28Z` (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 2026-08-13 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/2026-08-15T18-00-02-001Z/hackernews-results.json` (current — fourth consecutive fully-zero Algolia lane pull since 2026-08-07; one high-engagement Robin-stack-adjacent: `49309549` Auto-research with codex 232x Faster Kernel, see 2026-08-15 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-13T18-00-02-662Z/hackernews-results.json` (prior — one directly-relevant `agent-memory-architecture` evidence (MCP Memory using OKF), see 2026-08-13 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-12T18-00-01-956Z/hackernews-results.json` (prior — one new low-engagement organoid signal, see 2026-08-12 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-10T18-00-02-327Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-10 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-08T18-00-01-989Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-08 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-08T03-14-40-856Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-08 03:15 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-07T12-29-44-173Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-07 entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-03T18-00-02-766Z/hackernews-results.json` (earlier — material findings, see 2026-08-03 entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-02T18-00-02-278Z/hackernews-results.json` (empty) · `~/.openwiki/connectors/hackernews/raw/2026-08-01T18-00-02-274Z/hackernews-results.json` (empty) · `~/.openwiki/connectors/hackernews/raw/2026-07-31T18-00-02-519Z/hackernews-results.json` (empty) · `~/.openwiki/connectors/hackernews/raw/2026-07-30T18-00-02-784Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-29T18-00-02-667Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-28T18-00-02-178Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-27T18-00-02-615Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-26T18-16-06-805Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-26T18-00-02-441Z/hackernews-results.json`
+- **Latest fetch:** `2026-08-16T18:00:39Z` (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 2026-08-15 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/2026-08-16T18-00-02-618Z/hackernews-results.json` (current — fifth consecutive fully-zero Algolia lane pull since 2026-08-07; two adjacents worth flagging for traceability: `49316271` Anthropic multi-agent systems research + `49319814` Show HN shared-memory public AI, see 2026-08-16 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-15T18-00-02-001Z/hackernews-results.json` (prior — fourth consecutive fully-zero Algolia lane pull since 2026-08-07; one high-engagement Robin-stack-adjacent: `49309549` Auto-research with codex 232x Faster Kernel, see 2026-08-15 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-13T18-00-02-662Z/hackernews-results.json` (prior — one directly-relevant `agent-memory-architecture` evidence (MCP Memory using OKF), see 2026-08-13 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-12T18-00-01-956Z/hackernews-results.json` (prior — one new low-engagement organoid signal, see 2026-08-12 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-10T18-00-02-327Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-10 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-08T18-00-01-989Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-08 18:00 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-08T03-14-40-856Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-08 03:15 UTC entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-07T12-29-44-173Z/hackernews-results.json` (prior — no promotable hits, see 2026-08-07 entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-03T18-00-02-766Z/hackernews-results.json` (earlier — material findings, see 2026-08-03 entry below) · `~/.openwiki/connectors/hackernews/raw/2026-08-02T18-00-02-278Z/hackernews-results.json` (empty) · `~/.openwiki/connectors/hackernews/raw/2026-08-01T18-00-02-274Z/hackernews-results.json` (empty) · `~/.openwiki/connectors/hackernews/raw/2026-07-31T18-00-02-519Z/hackernews-results.json` (empty) · `~/.openwiki/connectors/hackernews/raw/2026-07-30T18-00-02-784Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-29T18-00-02-667Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-28T18-00-02-178Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-27T18-00-02-615Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-26T18-16-06-805Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-26T18-00-02-441Z/hackernews-results.json`
 
-## Latest update — 2026-08-15 18:00 UTC
+## Latest update — 2026-08-16 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 returned 19 unique resolved items, `best` feed returned 12; deduplication gave **25 unique items across both feeds** (6 overlap: `49313428` Super El Niño, `49314235` Cultivating a state of mind, `49314902` Software Engineering fundamentals, `49319389` Research papers using "kidney disappointment", `49319556` Claude System Prompts, `49319633` Firefox for iOS native adblocker). The 6-query lane produced the hit table below; the connector completed normally at `fetchedAt: 2026-08-16T18:00:39.120Z` (24-hour window).
+- **Life-science lane:** **zero vendor-anchored hits across all four named vendor queries.** All six Algolia searches (`organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents`) returned `nbHits=0` in the 24 h window. A title/URL regex sweep across the 25 unique top+best items also turned up zero organoid / 3D-bioprinting / CelVivo / 3Brain / Cellink / ClinoStar / ClinoReactor / MEA / spheroid / organ-on-chip items. The "no material HN footprint for the 4 vendor lines" finding continues to hold — this is the **fifth pull since 2026-08-07 to have a fully-zero Algolia lane** (after the 2026-08-08 03:15 + 2026-08-08 18:00 + 2026-08-13 + 2026-08-15 pulls; the 2026-08-10 + 2026-08-12 pulls had Algolia hits that were all string-collision noise rather than fully-zero). The Tavily web-search lane remains the better signal for vendor news.
+- **Workflow lane:** **zero positive `openwiki` brand hits; zero `deepagents` hits.** `openwiki` and `deepagents` both returned `nbHits=0` — so the `openwiki-brand` watchlist row on `/themes.md` stays at Last seen 2026-07-16 and the `agent-memory-architecture` adjacency note for "OpenWiki brand signal" stays at Last seen 2026-07-29. The 25 unique top+best items include **no directly-relevant item for any `/themes.md` row** but include **two adjacent items** that touch Robin's broader agent-stack lane — plus several life-science-adjacent items that fall outside the four application domains (3D cell culture, 3D bioprinting, neuroscience in vitro, organoid workflows) and stay off the `class-organoid-3d-bioprinting` watchlist per the established "domain-anchored only" scope rule. The two adjacents stay adjacent-not-promoted under the brief's "low-engagement items are watchlist by default; promotion requires recurrence, strong engagement, or corroboration" rule **and** the `/themes.md` scope discipline:
+  - **49316271** "Patterns and problems in emerging multi-agent systems" (169 pts, 124 cmts, best feed, by `maxutility`, https://www.anthropic.com/research/multiagent-systems). Anthropic research blog on multi-agent system patterns. Strong topical fit to the AI-agent-architecture lane that Robin's Hermes Agent stack sits in (per [`/themes/03-ai-agents.md`](/themes/03-ai-agents.md) — Hermes Agent v0.19 Quicksilver's live subagent feature is the primary multi-agent pattern on Robin's named stack). However, (a) this is **Anthropic research** rather than a direct change to Hermes Agent / MiniMax / OpenWiki / Codex CLI / RAGFlow / NocoDB / SeaFile, (b) the established scope rule on agent-architecture research from non-named-stack vendors keeps it adjacent-not-promoted (per the 2026-07-27 / 2026-07-30 / 2026-08-03 / 2026-08-10 / 2026-08-12 / 2026-08-13 / 2026-08-15 traceability entries on the DeepSeek Harness / Codex-on-Linux / Muse Glimmer / Docker Sandboxes / Claude Code cluster), and (c) 169-pt engagement is moderate — above the 1-2-pt adjacent items in the 2026-08-03 sweep but below the 200+ pt threshold for high-engagement vendor releases. **Adjacent-not-promoted** per scope. Flagged here because the 169-pt + 124-cmt engagement is high enough to surface in any HN digest even if the finding is not promoted. If Robin's workflow is materially affected by an updated Hermes Agent multi-agent architecture (e.g. a v0.21 release that incorporates lessons from Anthropic's multi-agent research) on a future pull, this becomes the first corroborating source for a `hermes-agent-v0-19-quicksilver`-row description extension on multi-agent patterns.
+  - **49319814** "Show HN: A public AI whose memory is shared across all users" (40 pts, 28 cmts, top feed, by `adjohu`, https://wildstatic.com/). Show HN for a public AI with shared memory across users. **Adjacent to the `agent-memory-architecture` theme** (Last seen 2026-08-13, 16+ distinct sources per `/themes.md` row description) — the "shared memory" concept is the same broad lane as Karpathy LLM Wiki + OKF + MCP Memory. However, (a) the pattern is **end-user-shared memory across users** rather than the agent-side structured memory with OKF frontmatter + SQLite FTS5 + MCP-server delivery channel that the existing row anchors on; (b) the implementation is a Show HN surfacing by a single author (`adjohu`) with no OKF / Karpathy LLM Wiki lineage cited; (c) the 40-pt engagement is moderate (above the 1-2-pt adjacent items in the 2026-08-03 sweep, similar to the 46-pt MCP Memory item that did refresh `agent-memory-architecture` Last seen → 2026-08-13). **Adjacent-not-promoted** under the established pattern that shared-memory implementations only refresh the existing row when they corroborate the OKF+memory schema pattern (per the 2026-08-13 MCP Memory / Google's OKF Show HN that drove the prior refresh). The 40-pt + 28-cmt engagement is worth surfacing for traceability; no `/themes.md` row Last-seen refresh, no commitment row, no open-question row.
+  - **49313367** "AI in drug discovery – what it is, where we stand and the path forward" (173 pts, 86 cmts, best feed, by `AnodicElegy`, https://www.science.org/content/blog-post/so-how-ai-drug-discovery-doing-really). Science.org blog on the state of AI in drug discovery. Life-sciences adjacent but **outside Robin's 4 application domains** (3D cell culture / 3D bioprinting / in-vitro neuroscience / organoid workflows — drug discovery as a topic is the umbrella, not the specific application domains). Off-scope per brief.
+  - **49314403** "Abdominal fat predicts heart disease risk better than BMI" (308 pts, 275 cmts, best feed, by `theanonymousone`, https://www.acc.org/about-acc/press-releases/2026/08/11/14/59/abdominal-fat-predicts-heart-disease-risk-better-than-bmi). American College of Cardiology press release on abdominal fat as a heart disease risk predictor. Life-sciences adjacent but **outside Robin's 4 application domains** — clinical cardiovascular rather than 3D cell culture / 3D bioprinting / in-vitro neuroscience / organoid workflows. Off-scope per brief.
+  - **49321353** "NIH is ending a key grant for budding clinical researchers" (38 pts, 7 cmts, top feed, by `brandonb`, https://www.science.org/content/article/nih-ending-key-grant-budding-clinical-researchers). Science.org news on NIH grant cuts for clinical-research training. Life-sciences adjacent but **outside Robin's 4 application domains** — clinical research funding policy rather than 3D cell culture / 3D bioprinting / in-vitro neuroscience / organoid workflows. Off-scope per brief.
+  - **49319389** "Research papers using 'kidney disappointment' instead of 'kidney failure'" (251 pts, 97 cmts, top+best, by `Alifatisk`, https://scholar.google.com/scholar?q=%22kidney+disappointment%22). Scholar search-result post on kidney-disease research using the term "kidney disappointment". Life-sciences adjacent but **outside Robin's 4 application domains** — clinical nephrology rather than 3D cell culture / 3D bioprinting / in-vitro neuroscience / organoid workflows. Off-scope per brief.
+  - **49312845** "AI isn't outthinking mathematicians, it's out-remembering them" (558 pts, 468 cmts, best feed, by `rzk`, https://davidepiffer.com/p/ai-isnt-outthinking-mathematicians). Personal-essay on AI vs mathematical reasoning (memory vs outthinking). **Highest-engagement item of the pull.** Adjacent to the broader AI-reasoning lane but not on Robin's named stack. Off-scope per brief.
+- **Other feed items not promoted:** 13 additional top/best items, all off-scope per the brief's scope filter — `49313428` "Super El Niño Keeps Growing as New Forecasts Reach Record Territory Ahead Winter" (380 pts, 263 cmts — climate news, off-scope); `49319556` "Claude: System Prompts" (332 pts, 144 cmts — Claude system prompts release notes, off-scope; the established scope rule keeps Claude Code wrapper / TUI / usage changes adjacent-not-promoted unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself, and this is a Claude-side release rather than a wrapper); `49319633` "Firefox for iOS now has a native adblocker" (306 pts, 124 cmts — browser news, off-scope); `49314902` "Software Engineering fundamentals matter more" (271 pts, 177 cmts — engineering essay, off-scope); `49314235` "Cultivating a state of mind where new ideas are born (2023)" (241 pts, 58 cmts — creative-process essay, off-scope); `49317760` "What happens when an LLM never sees material beyond fifth grade?" (225 pts, 194 cmts — LLM training essay, off-scope); `49314744` "Engineers will do anything to avoid learning from history" (169 pts, 109 cmts — engineering essay, off-scope); `49320611` "The AI Credit Resale Economy" (128 pts, 50 cmts — AI inference credit brokers, off-scope); `49315995` "Guiding Ships with Moire Patterns (2018)" (101 pts, 24 cmts — visual-mathematics essay, off-scope); `49320984` "The weekend is 100 years old" (81 pts, 44 cmts — culture essay, off-scope); `49320856` "St Lucie Nuclear Reactor Unit 1 manually shutdown, 3 control rods drop into core" (74 pts, 44 cmts — nuclear news, off-scope); `49319349` "A True Telnet BBS on a Casio Calculator" (55 pts, 7 cmts — retro computing, off-scope); `49318735` "AI Coding Without the Vibes" (47 pts, 20 cmts — AI-coding-agent essay, off-scope); `49320673` "GPS and the Lost Art of Getting Lost" (32 pts, 20 cmts — culture essay, off-scope); `49321783` "Ordinary WiFi can now identify you with near-perfect accuracy" (16 pts, 13 cmts — wifi-sensing security, off-scope); `49321717` "A 3rd World Embedded Engineer Responds to 'RISC-V They Should Have Known Better'" (12 pts, 3 cmts — RISC-V essay, off-scope); `49313920` "Plastic mechanical computer from 1963: The Digi-Comp 1 [video]" (6 pts, 1 cmt — retro computing, off-scope); `49319892` "Tasklet (YC P26) Is Hiring a Head of Design Engineering" (1 pt — YC jobs, off-scope). Engagement range 1–558 pts across the 18 items; none matches a Robin in-scope vendor / customer / application-domain / named-stack keyword.
+- **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 2026-08-12 (no organoid / 3D-bioprinting / CelVivo / 3Brain / Cellink item this pull — the closest life-science items are drug discovery + cardiovascular + clinical research + nephrology, all outside the 4 application domains). The `agent-memory-architecture` row stays at Last seen 2026-08-13 (the `49319814` Show HN shared-memory AI doesn't corroborate the OKF+memory schema pattern that drove the prior refresh). The `MiniMax-m3` row stays at Last seen 2026-08-03 (no MiniMax model release). The `hermes-agent-v0-19-quicksilver` row stays at Last seen 2026-08-03 (no Hermes Agent release). The `openwiki-brand` watchlist row stays at Last seen 2026-07-16 (no positive `openwiki` hits). All seven flag-for-traceability items stay adjacent-not-promoted under the existing scope discipline. **Key call**: **`49316271` Anthropic "Patterns and problems in emerging multi-agent systems"** (169 pts, 124 cmts) is the **highest-engagement Robin-stack-adjacent item of the pull** that touches the Hermes Agent multi-agent-subagent lane — but it stays adjacent-not-promoted because (a) it is Anthropic research rather than a Hermes / MiniMax / OpenWiki / Codex CLI release, and (b) the established scope rule keeps non-named-stack agent-architecture research adjacent unless there is a direct change to Hermes / MiniMax / OpenWiki / Codex CLI itself. **This is the fifth consecutive fully-zero Algolia lane pull since 2026-08-07** (after 2026-08-08 03:15 + 2026-08-08 18:00 + 2026-08-13 + 2026-08-15), confirming that the empty-pulls-on-vendor-queries pattern is normal cadence 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 agent-stack adjacents (Codex / DeepSeek / Muse Glimmer / MCP / Docker Sandboxes / Claude Code / Anthropic multi-agent research) + low-engagement application-domain watchlist items (organoid / neuroscience / Wired features)" rather than vendor-direct signals.
+
+| Query lane | Queries run | Qualifying results |
+| --- | --- | --- |
+| Life sciences / vendors | `organoid`, `CelVivo`, `3Brain`, `Cellink` | 0 (all four queries returned `nbHits=0`) |
+| AI workflow | `openwiki`, `deepagents` | 0 (both queries returned `nbHits=0`) |
+
+Raw dump: `~/.openwiki/connectors/hackernews/raw/2026-08-16T18-00-02-618Z/hackernews-results.json`.
+
+### Flag-for-traceability: Anthropic multi-agent systems research, Show HN shared-memory public AI — adjacent, off-scope
+
+- **49316271** (169 pts best, 124 cmts) "Patterns and problems in emerging multi-agent systems" — Anthropic research blog (`maxutility`, https://www.anthropic.com/research/multiagent-systems) on multi-agent system patterns. **Highest-engagement agent-stack-adjacent item of the pull.** Hermes Agent v0.19 Quicksilver's live subagent feature is the primary multi-agent pattern on Robin's named stack (per [`/themes/03-ai-agents.md`](/themes/03-ai-agents.md)), and the Anthropic research blog directly speaks to the broader multi-agent architecture lane. However, this is **Anthropic research** rather than a Hermes / MiniMax / OpenWiki / Codex CLI release, and the established scope rule on non-named-stack agent-architecture research keeps it adjacent-not-promoted. **Adjacent-not-promoted** per scope. The 169-pt + 124-cmt engagement is high enough to surface in any HN digest even if the finding is not promoted. **No commitment row** — Hermes Agent's multi-agent-subagent feature is already documented at [`/themes/03-ai-agents.md`](/themes/03-ai-agents.md), and the existing `hermes-agent-v0-19-quicksilver` row already cross-references the v0.19 Quicksilver release notes; if a Hermes Agent v0.21 release (or a v0.19.x patch release that incorporates lessons from Anthropic's multi-agent research) lands on a future pull, this becomes a corroborating source for a `hermes-agent-v0-19-quicksilver` row description extension on multi-agent patterns.
+- **49319814** (40 pts top, 28 cmts) "Show HN: A public AI whose memory is shared across all users" — Show HN (`adjohu`, https://wildstatic.com/) for a public AI with shared memory across users. **Adjacent to the `agent-memory-architecture` theme** (the "shared memory" concept is the same broad lane as Karpathy LLM Wiki + OKF + MCP Memory), but the pattern is end-user-shared memory rather than the agent-side structured memory with OKF frontmatter + SQLite FTS5 + MCP-server delivery channel that the existing row anchors on. The 40-pt engagement is moderate (above the 1-2-pt adjacent items in the 2026-08-03 sweep, similar to the 46-pt MCP Memory item that did refresh `agent-memory-architecture` Last seen → 2026-08-13). **Adjacent-not-promoted** under the established pattern that shared-memory implementations only refresh the existing row when they corroborate the OKF+memory schema pattern (per the 2026-08-13 MCP Memory / Google's OKF Show HN that drove the prior refresh). **No commitment row, no open-question row, no themes.md row refresh** — the item is a Show HN surfacing rather than a vendor-direct release, and OpenWiki's own OKF usage at `/index.md` frontmatter (and at the per-concept frontmatter required by the OKF v0.1 schema) is already in place, so this item does not change Robin's workflow or trigger new documentation work.
+
+## Update — 2026-08-15 18:00 UTC
 
 - **Coverage:** 2 feeds (`top`, `best`), 6 search queries (the same simplified LLM-agent topic set from the source-specific instruction "Track organoid / CelVivo / 3Brain / Cellink / openwiki / AI agent stories": `organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents`). `top` feed had 30 IDs (19 unique resolved items; the other 11 IDs returned null/empty from the HN API and were dropped from the resolved item pool), `best` feed had 30 IDs (4 unique resolved items — 3 of those 4 also appeared in `top`); deduplication across both feeds gave **19 unique items** (4 overlap: `49303202` Firefox uBlock Origin, `49304447` Going Dark law enforcement hacking, `49307592` "The other Sean Byrne doesn't exist", `49309549` Auto-research with codex 232x Faster Kernel). The 6-query lane produced the hit table below; the connector completed normally at `fetchedAt: 2026-08-15T18:00:28.954Z` (24-hour window).
 - **Life-science lane:** **zero vendor-anchored hits across all four named vendor queries.** All six Algolia searches (`organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents`) returned `nbHits=null` / zero items in the 24 h window. A title/URL regex sweep across the 19 unique top+best items also turned up zero organoid / 3D-bioprinting / CelVivo / 3Brain / Cellink / ClinoStar / ClinoReactor / MEA / spheroid / organ-on-chip items. The "no material HN footprint for the 4 vendor lines" finding continues to hold — this is the **fourth pull since 2026-08-07 to have a fully-zero Algolia lane** (after the 2026-08-08 03:15 + 2026-08-08 18:00 + 2026-08-13 pulls; the 2026-08-10 + 2026-08-12 pulls had Algolia hits that were all string-collision noise rather than fully-zero). The Tavily web-search lane remains the better signal for vendor news.
@@ -218,7 +245,7 @@ Raw dump: `~/.openwiki/connectors/hackernews/raw/2026-08-08T03-14-40-856Z/hacker
 
 Raw dump: `~/.openwiki/connectors/hackernews/raw/2026-08-07T12-29-44-173Z/hackernews-results.json`.
 
-## Latest update — 2026-08-03 18:00 UTC
+## Update — 2026-08-03 18:00 UTC
 
 - **Coverage:** 2 feeds (`top`, `new`), 24 search queries (the same life-science + workflow set the prior runs used). `top` feed returned 23 unique resolved stories (out of 30 IDs), `new` feed returned 30 of 30. The 24-query lane produced the hit table below; the **prior three empty-pull outage is resolved** — connector completed normally at `fetchedAt: 2026-08-03T18:00:48.574Z`. No need to pause the lane.
 - **Life-science lane:** **zero vendor-anchored hits** across all 14 life-science / vendor queries. `organoid` returned 7 hits — all string collisions or off-scope (`49159174` Codexloom 1pt — generic agent framework; `49156746` Jotchi scratchpad 1pt; `49156680` Book Studio 1pt; `49150137` Capital One/Trump 11pts — news; `49150001` NotebookLM Collections 2pts; `49147271` Kota AI agent CLIs 2pts; `49146934` Lost Trail hiking app 3pts). `3Brain` returned 8 hits — all string collisions (`49158186` expressive humanoid robots / brain study 2pts; `49157130` Spotify export 2pts; `49156746` Jotchi 1pt; `49156499` One Thing at a Time todo 2pts; `49150247` Show HN: company brain AI agents 4pts; `49148835` Octopus 16 wireless EEG 2pts — generic consumer EEG hardware, not 3Brain MEA; `49147627` public second brain 3pts; `49146780` Claude for ADHD 2pts). `Cellink` returned 3 hits — all string collisions (`49158140` Popkorn CSS 2pts; `49153955` Reflect Orbital 1pt; `49148163` Draco scraper 12pts). `liver organoid` (1 hit) and `brain organoid` (1 hit) returned string collisions (Codexloom, Jotchi). `3D bioprinting`, `3D bioprinter`, `bioprinting clinical`, `spheroid bioreactor`, `microgravity cell culture`, `CELVIVO`, `MEA neuroscience`, `organ-on-chip`, `spheroid drug screening` all returned `nbHits=0`. A title/url regex sweep across the top + new feeds also turned up zero organoid / 3D-bioprinting / CelVivo / 3Brain / Cellink / ClinoStar / ClinoReactor / MEA / spheroid / organ-on-chip items. The "no material HN footprint for the 4 vendor lines" finding still holds; the Tavily web-search lane remains the better signal for vendor news.
@@ -396,7 +423,7 @@ These are off-scope per the brief but worth flagging on this page for traceabili
 
 Raw dump: `~/.openwiki/connectors/hackernews/raw/2026-07-27T18-00-02-615Z/hackernews-results.json`.
 
-## Latest update — 2026-07-26 18:16 UTC
+## Update — 2026-07-26 18:16 UTC
 
 - **Coverage:** 3 feeds (`top`, `new`, `best`), 17 search queries, 90 unique resolved feed stories, and 0 search-query hits.
 - **Query-set refresh:** the query lane was revised after the 2026-07-27 `~/.openwiki/INSTRUCTIONS.md` scope was loaded. New vendor-application names added (`organoids`, `ClinoStar`, `ClinoReactor`, `local LLM`, `ollama`, `deepagents`); OpenWiki personal-brain / Hermes Agent / RAGFlow / agent-memory / MCP queries were removed to avoid duplicating the web-search lane. The brief's "keep both lanes" rule is satisfied by HN's retained coverage of `codex cli`, `claude code`, `MiniMax`, `M3 model`, `openwiki`, and `3Brain`.
@@ -413,7 +440,7 @@ Coverage note: 8 queries dropped vs. the 18:00 pull (`3D bioprinting`, `bioprint
 
 Raw dump: `~/.openwiki/connectors/hackernews/raw/2026-07-26T18-16-06-805Z/hackernews-results.json`.
 
-## Latest update — 2026-07-26 18:00 UTC
+## Update — 2026-07-26 18:00 UTC
 
 - **Coverage:** 2 feeds (`top`, `new`), 24 search queries, 53 unique resolved feed stories, and 33 unique returned search hits.
 - **Life-science lane:** no qualifying signal. `organoid` returned five false positives; `3Brain`, `Cellink`, and `liver organoid` returned string collisions; the other explicit application/vendor queries returned zero hits. No CelVivo / 3Brain / Cellink / Femtobiomed news or vendor-relevant >200-point organoid story was found.
diff --git a/sources/index.md b/sources/index.md
index 82d6a47..ff0c198 100644
--- a/sources/index.md
+++ b/sources/index.md
@@ -16,6 +16,7 @@
 - [3D 打印缓释 HCTZ 片: 跟 Cellink BIO X 挤出打印 (Tasevska 2025 EJPS)](literature-tasevska-2025-deepread.md) - Deep-read synthesis of Tasevska T et al. 2025 European Journal of Pharmaceutical Sciences 206:106998 (DOI 10.1016/j.ejps.2024.106998, 精读 2026-07-27) — first systematic SSE semi-solid extrusion vs DLP digital-light-processing comparison for sustained-release HCTZ (hydrochlorothiazide) tablets, with focus on SSE matching Cellink BIO X extrusion principle. Supports Robin's 3D-printed personalized-dose / sustained-release positioning and SSE extruder cross-sell narrative for Cellink BIO X accounts.
 - [Literature Deep-Reads — cross-agent deep-read index](literature.md) - Cross-agent index of Robin's literature deep-reads across the 4 vendor product lines (CelVivo / 3Brain / Cellink / Femtobiomed) and adjacent application domains. Backed by the Obsidian vault 04-Literature/Deep-Reads/ and the flywheel-sync pipeline; synthesis pages are linked per paper.
 - [NocoDB 文献库索引 — 跨 agent 数据层](nocodb.md)
+- [OpenWiki Upgrade Drift (auto-generated)](openwiki-version-drift.md)
 - [OpenWiki 速查手册 (Robin 一次聊清, 直接拿来用)](OpenWiki%E9%80%9F%E6%9F%A5%E6%89%8B%E5%86%8C.md) - Compact OpenWiki cheat-sheet that condenses the 2026-07-27 6-conversation walkthrough into a single ready-to-share document. Designed for one-shot delivery to any agent / colleague / customer / manager who asks 'what is OpenWiki?' — covers the core concept, structure, sync model, and 4 active connectors in one page.
 - [RAGFlow 文档采样索引](ragflow-documents.md) - Document-level sample index of Robin's RAGFlow instance (http://10.10.10.254:9980) — 18 KBs / 32709 total docs / 401 sample entries (last sync 2026-08-03). Captures the 30-doc-per-request server-side limit + offset bug that forces 12 large KBs to single-page samples. Lets MiniMax code / Hermes see 'what's in each KB' without SQL queries; complements `/sources/ragflow.md` (KB-level health + counts).
 - [RAGFlow 全文检索索引 (Robin KB system)](ragflow.md)
diff --git a/sources/nocodb.md b/sources/nocodb.md
index 424777e..1cc6318 100644
--- a/sources/nocodb.md
+++ b/sources/nocodb.md
@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "NocoDB 文献库索引 — 跨 agent 数据层"
+openwiki_generated: true
+---
+
 # NocoDB 文献库索引 — 跨 agent 数据层
 
 > 数据源: NocoDB 13 个文献库 + 2 个公司库 (实时,每次 OpenWiki cron 跑时更新)
diff --git a/sources/openwiki-version-drift.md b/sources/openwiki-version-drift.md
new file mode 100644
index 0000000..96f7001
--- /dev/null
+++ b/sources/openwiki-version-drift.md
@@ -0,0 +1,18 @@
+---
+type: Reference
+title: OpenWiki Upgrade Drift (auto-generated)
+last_checked: 2026-08-15T20:00:03Z
+---
+# OpenWiki Upgrade Drift
+
+- Local installed: `v0.3.1`
+- npm latest: `v0.3.3`
+- Last checked: 2026-08-15T20:00:03Z
+
+## Action (manual, no auto-upgrade)
+
+```bash
+npm install -g openwiki@latest
+```
+
+> **WARNING**: v0.3.1 → v0.4+ 可能有 breaking change. Read release notes first.
diff --git a/sources/ragflow.md b/sources/ragflow.md
index 8aa036a..7b56460 100644
--- a/sources/ragflow.md
+++ b/sources/ragflow.md
@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "RAGFlow 全文检索索引 (Robin KB system)"
+openwiki_generated: true
+---
+
 # RAGFlow 全文检索索引 (Robin KB system)
 
 > 数据源: RAGFlow (http://10.10.10.254:9980/) 14 个 KB 全文检索结果
diff --git a/sources/seafile.md b/sources/seafile.md
index 7545a07..c311957 100644
--- a/sources/seafile.md
+++ b/sources/seafile.md
@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "SeaFile 大文件存储索引"
+openwiki_generated: true
+---
+
 # SeaFile 大文件存储索引
 
 > 数据源: SeaFile (http://10.10.10.254:9898/) 共 N 个资料库
diff --git a/sources/web-search.md b/sources/web-search.md
index 6dd576d..feab622 100644
--- a/sources/web-search.md
+++ b/sources/web-search.md
@@ -2,7 +2,7 @@
 type: "Reference"
 title: "Web Search Evidence"
 description: "Compact, source-backed evidence and ingestion coverage for the web-search-1 Tavily lane tracking CelVivo, 3Brain, Cellink, and related organoid news."
-tags: [source, web-search, tavily, celvivo, 3brain, cellink, organoids, 2026-08-12, 2026-08-15]
+tags: [source, web-search, tavily, celvivo, 3brain, cellink, organoids, 2026-08-12, 2026-08-15, 2026-08-16]
 ---
 
 # Web Search Evidence
@@ -566,3 +566,9 @@ 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`.
+on the existing `3brain-coreplate-2026-conference-positioning` verification commitment. No new commitment; existing commitment Notes are extended.
+  3. **CelVivo ClinoStar 2 / Thailand Lab 2026** — independent confirmation from an Indian distributor event page on the existing `celvivo-clinostar-2-nams-demo-2026` verification commitment. No new commitment; existing commitment Notes are extended.
+- **Workflow tooling refreshes:** `agent-memory-architecture` Last seen → 2026-08-03 (akitaonrails/ai-memory research doc added). `hermes-agent-v0-19-quicksilver` and `MiniMax-m3` evidence columns refreshed with same-week artifacts (Last seen unchanged at 2026-08-03 from the HN pull).
+- **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`.
diff --git a/sources/wikijs.md b/sources/wikijs.md
index 4eaeb06..1b255c3 100644
--- a/sources/wikijs.md
+++ b/sources/wikijs.md
@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "Wiki.js 索引 — 跨 agent 文档发布层"
+openwiki_generated: true
+---
+
 # Wiki.js 索引 — 跨 agent 文档发布层
 
 > 数据源: Wiki.js (http://10.10.10.254:3000/graphql) Biokingdom 实例