chore: daily update 2026-08-14

quickstart.md

@@ -35,6 +35,9 @@ 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, and 2026-08-12 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 — git-repo-1 (2026-08-13T18:08Z).** 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/2026-08-13T18-08-25-206Z/manifest.json`. **Vault HEAD** unchanged at `297f106d2b137af3480261052ff080cbc48d5b48` (same as the 2026-08-12 fetch) — **0 new vault commits** in the 24-hour window; the 2026-08-12 Liang 2026 4-commit LDR cycle remains the most recent vault activity. **1 new untracked file** appeared in the working tree: `04-Literature/Deep-Reads/Review/zhou2023_computer_vision_microfluidics.md` — **first entry in a new `Review/` subfolder** under `04-Literature/Deep-Reads/` (Zhou 2023 computer vision + microfluidics — Robin deep-read in progress, uncommitted). Also new untracked: `__pycache__/literature_deepread_v6.cpython-312.pyc` (Python build noise, ignored). **Wiki HEAD** bumped from `c57ead4` (2026-08-12) to **`1737454ad1b4f06ff9958cc9256c0c611262e44a`** (2026-08-13); **2 new wiki-side commits** — `8ddc6d9` chore: daily update 2026-08-13 (this committed the synthesis edits from the HN-1 2026-08-13 run: MCP Memory using OKF / agent-memory-architecture refresh + 1 new theme row extension on `/themes.md`) + `1737454` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-13). **8 uncommitted wiki-side edits** in working tree (carryover from the HN-1 2026-08-13 synthesis edits that landed between the `1737454` commit and this fetch — `.last-update.json` + `quickstart.md` + `sources/hackernews.md` + `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/wikijs.md` + `themes.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`, tags + `2026-08-13`), refreshed Connector / State section to the new `2026-08-13T18-08-25-206Z` raw manifest, updated `## obsidian-vault — working-tree status (2026-08-13)` to flag 0 new vault commits + the 2 new untracked files (Review/ zhou2023 + __pycache__), added the new files to the working-tree status table, refreshed the Summary-of-last-24-hours table with the 2026-08-12T18:08Z → 2026-08-13T18:08Z window data (no vault commits, 1 new untracked Review/ file, 2 new wiki commits), refreshed the Notable-entity section to add a `Review/` subfolder expansion entry (first review-type subfolder in the deep-read tree), refreshed the Synthesis-policy section to note this run is **a daily-cycle follow-up (no net-new external evidence)**; (b) `/themes/05-robin-research.md` — vault snapshot metadata refreshed (fetch timestamp → 2026-08-13T18:08:25Z, working-tree state 19 → 25 untracked files, raw manifest path updated), added a new `Review/` row to the deep-read breakdown table (1 file, `zhou2023_computer_vision_microfluidics.md`, marked as **untracked** — only counts once committed), updated the 30-day research output table with a new "Subfolder expansion (uncommitted)" row + extended the by-vendor table accordingly, ER-diagram entity label updated (deep-reads `~1,204` → `~1,205`), surrounding narrative extended with the "Robin appears to be expanding the folder taxonomy to separate review-type papers from original-research papers; whether this is a one-off subfolder or the start of a recurring folder pattern is a watchlist item for the next git-repo fetch" finding. **No `/themes.md` row change, no commitment row, no open-question row, no personal-logistics item** — the Review/ subfolder expansion is a single-file structural event, not a recurring signal; the next git-repo fetch will tell whether more papers land in this subfolder or it stays a single-entry watchlist. Prior run was **hackernews-1 update (2026-08-13T18:00Z)** — see next paragraph for the MCP Memory using OKF / agent-memory-architecture refresh detail.
+
+**Latest update — hackernews-1 (2026-08-13T18:00Z).** 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/2026-08-13T18-00-02-662Z/hackernews-results.json`. 2 feeds (`top` 25 + `best` 7) → **27 unique items** (5 overlap: `49285244` DeepSeek Harness developer preview, `49281916` Codex in ChatGPT desktop app for Linux preview, `49284774` Deutsche Bank yuan clearing, `49286341` Spaghettifying DRAM, `49285982` Gloomberb). 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 third pull since 2026-08-07 to have a fully-zero Algolia lane — the prior 2026-08-08 03:15 + 2026-08-08 18:00 pulls were the previous two; the 2026-08-10 + 2026-08-12 pulls had Algolia hits that were all string-collision noise); Tavily (web-search) remains the productive lane for vendor news. **One directly-relevant adjacent** in the 27 unique top+best items — **`49286073` MCP Memory – Fast Agent Memory Using Google's OKF and SQLite FTS5** (46 pts, 22 cmts, Show HN, github.com/fellowgeek/mcp-memory) — the **first HN item since the 2026-07-16 `langchain-ai/openwiki` brand signal to explicitly name Google's OKF frontmatter** (the same schema OpenWiki uses at `/index.md` frontmatter `okf_version: "0.1"` and per concept page). Refreshes `agent-memory-architecture` row on `/themes.md` Last seen → 2026-08-13 (Evidence count → 16+, plus a new MCP Memory / OKF anchor in the row description and Evidence cell). Six flag-for-traceability items stay adjacent-not-promoted under the existing scope discipline ("open-weight AI never earns a `themes.md` row" + workflow-tooling priority LOW): **`49285244` DeepSeek Harness developer preview** (422 pts top+best, 197 cmts — 4th DeepSeek-vs-MiniMax observation in 10 days, after DeepSeek V4 Flash 0731 + Tavily benchlm.ai + DeepSeek V4 Pro 0813; open-weight agent runtime, off-scope); **`49281916` Codex in ChatGPT desktop app for Linux** (394 pts top+best, 269 cmts — Codex in ChatGPT Linux desktop app preview; Codex is on Robin's stack but the established scope rule keeps Codex surface changes adjacent-not-promoted); **`49289112` Gemini 3.7 Flash** (134 pts top, 84 cmts — off-scope); **`49285327` Choosing an AI model: one prompt, 11 models, different results** (115 pts top, 56 cmts — Netlify comparison, off-scope); **`49288889` Mistral OCR 4.1** (40 pts top, 6 cmts — off-scope); **`49283063` Launch HN: Bullet (YC S26) – A Faster Coding Agent** (17 pts top, 19 cmts — YC S26 launch, off-scope). **Key call**: MCP Memory using OKF (`49286073`) is the first HN-side corroboration of the OKF+memory schema that OpenWiki has been using since at least 2026-07-16. The 46-pt engagement is moderate (above the 1-2-pt adjacent items in the 2026-08-03 sweep, below the 100+ pt threshold for high-engagement vendor releases) — but the **direct OKF reference + MCP-server delivery channel + Show HN surfacing** makes it a stronger trigger for `agent-memory-architecture` Last-seen refresh than the prior 2-pt `49156055` verginglabs Markdown-wiki post (2026-08-03) or the 1-pt `49159148` governed/approval-gated-memory post (2026-08-03). No new theme row, no new commitment row, no new open-question row, no personal-logistics item. Wiki edits this run: (a) `/sources/hackernews.md` — added new "Latest update — 2026-08-13 18:00 UTC" section ahead of the 2026-08-12 entry; demoted 2026-08-12 from "Latest" to a regular "Update" section; updated Connector section with the new raw dump path (`2026-08-13T18-00-02-662Z/hackernews-results.json`) and the new latest-fetch timestamp (`2026-08-13T18:00:30Z`); added an "agent-memory-architecture (refreshed this run)" callout section for `49286073`; added a "Flag-for-traceability: DeepSeek Harness, Codex on Linux desktop, Gemini 3.7 Flash, Mistral OCR" callout section; updated `tags` to include `2026-08-13`; (b) `/themes.md` — refreshed `agent-memory-architecture` row: Last seen → 2026-08-13, Evidence count → 16+, row description extended with the MCP Memory / OKF evidence + Evidence cell gained a new HN anchor; all other theme rows unchanged; (c) `/quickstart.md` — added this "Latest update — hackernews-1 (2026-08-13T18:00Z)" paragraph ahead of the 2026-08-12 paragraph; updated the Backlog HN section's last-refreshed date from 2026-08-12 to 2026-08-13. Prior run was **web-search-1 attempted 2026-08-12 skipped** (third consecutive skip due to runtime registry not enabled + `TAVILY_API_KEY` empty); the latest successful Tavily pull remains 2026-08-03 18:08 UTC, and nLine truncated
 **Latest update — git-repo-1 (2026-08-12T18:08Z).** 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/2026-08-12T18-08-49-138Z/manifest.json`. **Vault HEAD** bumped from `d97b39ed` (2026-08-10) to **`297f106d2b137af3480261052ff080cbc48d5b48`** (2026-08-12T10:24 +0800); 4 new commits landed in the 24-hour window — all on the **same single Liang 2026 Sci Rep liver organoid paper** (`04-Literature/Deep-Reads/Liver/2026-08-12_Liang_2026_SciRep_liver_organoid_fibrosis_platform.md`), walked through Robin's standard 3-stage LDR cycle: (a) **`e542c977`** adds the file (186 lines; Liang Y et al. Sci Rep DOI 10.1038/s41598-026-42990-2, PMID 41857098, Wiki.js Id=1716, NocoDB Id=770; 3 轨道 Hep-Orgs + Cho-Orgs + HSC + DAPT+Dex P1-P10 长程稳定成熟 + TGFβ 激活体外纤维化模型); (b) **`8699a154`** rewrites to page 946 9 项 SOP 重写版 (105+/122- lines; 6 核心发现 三段式 tables + 7 SeaFile Fig + 4-star "与我们的产品" table + 4-paper 参考文献 + 转发语); (c) **`aacba7aa`** + **`297f106d`** are the page 934 修齐 micro-revisions (frontmatter title 改中文 / H1 去括号 / 元数据用 bold 单行 / 📄PDF 文件名). **This run brings net-new external evidence into the vault** — Liang 2026 is the first paper whose `related:` field already names `[[MOC-类器官与3D培养]]` on the day of publication (the prior 2026-08-10 first-MOC framing was only prospective). **Wiki HEAD** bumped from `2bc03f3` (2026-08-09) to **`c57ead4bf115dbca5101720db63a7730476d6894`** (2026-08-12T02:30 +0800); 2 new commits on `main` — `431ee6a` chore: daily update 2026-08-12 + `c57ead4` chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-12). **10 uncommitted wiki-side edits** in working tree (carryover from the prior HN + web-search synthesis runs this same 24-hour window — `.last-update.json` + `quickstart.md` + `sources/hackernews.md` + `sources/literature.md` + `sources/nocodb.md` + `sources/ragflow.md` + `sources/seafile.md` + `sources/web-search.md` + `sources/wikijs.md` + `themes.md`; pending the next CLI orchestration commit). Wiki edits this run: (a) `/sources/git-repo.md` — refreshed frontmatter HEAD pointers (vault HEAD → `297f106d`, wiki HEAD → `c57ead4`, tags + `2026-08-12`), refreshed Connector / State section to the new `2026-08-12T18-08-49-138Z` raw manifest, updated `## obsidian-vault — working-tree status (2026-08-12)` HEAD + Ahead-of-origin (12 → 13 commits) + added a Liang 2026 row to the working-tree status table (the file moved from untracked → committed via `e542c977`), refreshed the Recent commits table with the 4 new commits on top of the prior 2026-08-10 cluster, refreshed `## openwiki-wiki — working-tree status (2026-08-12)` HEAD + the uncommitted-10-files enumeration for this window's synthesis-layer carryover, added a new **Liang 2026 liver organoid fibrosis platform (2026-08-12)** Notable-entity entry (the paper's 4-star ClinoStar + ClinoReactor + PhaseHolographic + 3Brain HD-MEA table; MOC linkage evidence; customer-entry scenarios), refreshed the Synthesis-policy section with this run's wiki edits summary + 2 process signals worth watching; (b) `/themes/05-robin-research.md` — vault HEAD `d97b39ed` → `297f106d`, "Latest cluster (2026-08-10)" → "Latest cluster (2026-08-12)" with Liang 2026 cluster summary, ER-diagram entity label updated (vault HEAD + deep-reads `~1,202` → `~1,204`), 30-day research output table extended with a new top-row entry for the Liang 2026 cluster, by-vendor table updated to flag CelVivo `Most recent` → `2026-08-12 (Liang 2026 — ClinoStar rating 5 + ClinoReactor rating 5)` and CelVivo additions row extended to include Liang 2026, total deep-read count `1,202` → `1,203` and the `Liver/` subfolder count `6` → `7`, surrounding paragraph extended with the "Liang 2026 first paper with active MOC `related:` back-link on publication day" finding; (c) `/themes/01-organoid-equipment.md` — added Liang 2026 to the CelVivo evidence anchors (ClinoStar rating 4 + ClinoReactor rating 4 + PhaseHolographic rating 3 + 3Brain HD-MEA rating 3 for 肝-神经互作延伸), extended "What to read next" with the Liang 2026 vault-path row; (d) `/commitments.md` — added `liang-2026-celvivo-clinostar-positioning` (Owner: me, fold Liang 2026 长程成熟 + 体外纤维化模型 story into CelVivo ClinoStar / ClinoReactor sales narrative; parallel to existing `miao-2025-celvivo-clinostar-positioning`), tags updated. **No `/themes.md` row change** — the Liang 2026 evidence is a single-paper flywheel-sync output, not a recurring signal; it routes into the existing `class-organoid-3d-bioprinting` evidence without needing a new theme row. **Line truncated
 **Latest update — web-search-1 attempted 2026-08-12 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 third consecutive skip on the same code path (after 2026-08-08 + 2026-08-10); 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 and 2026-08-10 runs — recorded for traceability only, not a wiki-synthesis concern. Wiki edits this run: (a) `/sources/web-search.md` — added a "2026-08-12 attempted update — skipped" section ahead of the 2026-08-10 entry, following the established 5-field structure (Status / Authentication / Coverage / Synthesis / Operational note); updated the header line to mention the third skip; added `2026-08-12` to the `tags` list; (b) `/quickstart.md` — added this "Latest update — web-search-1 attempted 2026-08-12 skipped" paragraph ahead of the existing "Last update" paragraph; updated the Web Search connector row in "Current status" and "Adding sources" to reflect the 3-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.
 
@@ -68,9 +71,9 @@ Deferred until Robin configures connectors or asks for specific documentation:
 - **Slack evidence index** — `/sources/slack.md` (no Slack connector configured yet)
 - **Notion evidence index** — `/sources/notion.md` (no Notion MCP configured yet)
 - **X / Twitter evidence index** — `/sources/x.md` (no X connector configured yet)
-- **Hacker News evidence index** — `/sources/hackernews.md` (active; last refreshed 2026-08-12 18:00 UTC — source-specific LLM-agent topic set (`organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents`); first pull under the new query set to produce a confirmed organoid hit — **`49266068` "AI Is Dead. Organoids Are Alive"** (5 pts, Wired, by `Logans_Run`) — refreshing Last seen on the `/themes.md` `class-organoid-3d-bioprinting` row → 2026-08-12; zero vendor-anchored life-science items (`CelVivo`/`3Brain`/`Cellink` hits are string-collision noise); zero positive `openwiki` brand hits (the single `openwiki` query hit is a string collision on Qwen 3.8-27B openweight title, not the `langchain-ai/openwiki` brand signal); six flag-for-traceability items surfaced this run: **DeepSeek V4 Pro 0813** (274 pts top+best, OpenRouter — third observation in 8 days on the DeepSeek V4 → MiniMax-M3/M3-H3 competitive-benchmarks lane, recurrence trigger met per the "third corroborating item" criterion from the 2026-08-10 Muse Glimmer entry but no row description extension added this run), **WorldClaw Agentic 3D** (265 pts best, Tencent Hunyuan3D — open-world 3D-scene generation, not 3D bioprinting), **llama.cpp** (333 pts best, llama.app — strongest adjacents to `/themes/04-local-llm.md` canonical backend for Ollama / LM Studio but third-party domain rather than upstream release; open-weight AI off-scope), **Qwen3.8-2.4T-A95B** (200 pts top, open-weight AI), **"My Agent Setup"** (73 pts top — adjacent agent tooling), **"Hax" coding agent in C** (39 pts top — adjacent agent tooling) — see HN source page)
+- **Hacker News evidence index** — `/sources/hackernews.md` (active; last refreshed 2026-08-13 18:00 UTC — source-specific LLM-agent topic set (`organoid`, `CelVivo`, `3Brain`, `Cellink`, `openwiki`, `deepagents`); **third pull since 2026-08-07 to have a fully-zero Algolia lane** (after 2026-08-08 03:15 + 2026-08-08 18:00 — the 2026-08-10 and 2026-08-12 pulls had Algolia hits that were all string-collision noise) — vendor-anchored footprint remains null on the HN lane and Tavily (web-search) remains the productive lane; **one directly-relevant adjacent surfaced this pull: `49286073` MCP Memory using Google's OKF** (46 pts, 22 cmts, Show HN, github.com/fellowgeek/mcp-memory — first HN item since the 2026-07-16 `langchain-ai/openwiki` brand signal to explicitly name the OKF frontmatter that OpenWiki uses) — refreshing Last seen on the `/themes.md` `agent-memory-architecture` row → 2026-08-13 (Evidence count → 16+, plus a new MCP Memory / OKF anchor in the row description and Evidence cell); six flag-for-traceability items surfaced this run (all adjacent-not-promoted under existing scope discipline): **DeepSeek Harness developer preview** (422 pts top+best, 197 cmts — 4th DeepSeek-vs-MiniMax observation in 10 days, open-weight agent runtime, off-scope), **Codex in ChatGPT desktop app for Linux** (394 pts top+best, 269 cmts — Codex is on Robin's stack but the established scope rule keeps Codex surface changes adjacent-not-promoted), **Gemini 3.7 Flash** (134 pts top, off-scope), **Choosing an AI model: one prompt, 11 models** (115 pts top, off-scope), **Mistral OCR 4.1** (40 pts top, off-scope), **Launch HN: Bullet (YC S26)** (17 pts top, off-scope) — 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, and 2026-08-12 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 2026-08-12 18:08 UTC — covers Robin's Obsidian vault (HEAD `297f106d` 2026-08-12) + OpenWiki wiki (HEAD `c57ead4` 2026-08-12); 13 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); 19 untracked files including 8 new `02-Clients/Agents/区域-2026-0807.md` distributors-rebuild + `_known_associations.md` association index; wiki-side carries 10 uncommitted synthesis-layer edits from the prior HN + web-search runs this same 24-hour window)
+- **Git repo evidence index** — `/sources/git-repo.md` (active; last refreshed 2026-08-13 18:08 UTC — covers Robin's Obsidian vault (HEAD `297f106d` 2026-08-12, **unchanged this fetch** — 0 new vault commits in the 24-hour window) + OpenWiki wiki (HEAD `1737454` 2026-08-13, 2 new wiki commits since 2026-08-12: `8ddc6d9` daily update 2026-08-13 + `1737454` sources-sync 2026-08-13); 13 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); **25 untracked files** including 8 new `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, uncommitted) + `__pycache__/...pyc` Python build noise; wiki-side carries 8 uncommitted synthesis-layer edits from the prior HN-1 2026-08-13 run)
 - **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..