chore: daily update 2026-08-28

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---
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