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type, title, description, resource, tags, timestamp
type title description resource tags timestamp
Reference Git repo — evidence index (Obsidian vault, Robin) 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)**) and openwiki-wiki at /home/ldw/.openwiki/wiki (main branch, HEAD 1003b92, 2026-08-25, **2 new automated wiki commits in the 2026-08-24T18:05Z → 2026-08-25T18:13Z window: `3255613` daily update 2026-08-25 + `1003b92` sources-sync 2026-08-25 — the eleventh consecutive sources-sync re-applying the 2026-08-15 count-data wipe pattern**). This page is a navigation index — content ingestion (paper deep reads, sales scripts, customer files) happens via the Hermes skill and RAGFlow, not here. ~/.openwiki/connectors/git-repo/config.json
git-repo
evidence
vault
openwiki-wiki
source
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
2026-08-25T18:13:00Z

Git repo — evidence index (Obsidian vault + OpenWiki wiki)

Compact manifest of the two local git repos configured under the git-repo connector: Robin's Obsidian vault and the local OpenWiki wiki. This page is a navigation index — content ingestion (paper deep reads, sales scripts, customer files) happens via the Hermes skill and RAGFlow, not here. Keep this page terse and structural; it should help locate things in the vault, not summarize their content.

Connector

  • Source instance: git-repo-1 (configured under ~/.openwiki/connectors/git-repo/config.json)
  • Configured repos:
    • obsidian-vault → /home/ldw/workspace (Robin Obsidian vault, on main, HEAD 9d4767c7034a59d8f3206756c2dfeb3f4339c2e0 as of 2026-08-25 +0800 — 5 new vault commits in the 2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window: the 2026-08-24/25 5-paper LDR cluster (SECOND consecutive single-day 5-paper LDR burst) — 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 — 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 (PMID 42268296) + 9d4767c7 Zhai 2026 Sci Adv 3D skin pemphigus (PMID 41512055). Combined with the 2026-08-23/24 5-paper burst, 10 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) — Robin expands the deep-read taxonomy from ~19 to ~22 per-vendor / per-application-domain subfolders in a single day. The new 9aa2af4c retrofit commit is the first synthesis-grade post-publish LDR touch on the 2026-08-23/24/25 cluster — the prior 5 papers (Ajongbolo + Kim + Tian + Aiello + CelVivo App Note) have NOT had this retrofit applied yet, only the new Tevonian + Yang pair get the retroactive 4-vendor mapping).
    • openwiki-wiki → /home/ldw/.openwiki/wiki (the OpenWiki knowledge base itself, on main, HEAD 1003b92f3a1e43197ec8e21e7f69fd5db38316e7 as of 2026-08-25T +0800 — 2 new wiki-side commits in the 2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window: 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 2026-08-15 count-data wipe pattern).
  • Auth: local paths only — no remote, no credentials.
  • Latest fetch: 2026-08-25T18:13:00Z (raw manifest ~/.openwiki/connectors/git-repo/raw/2026-08-25T18-13-42-494Z/manifest.json).
  • Source config: ~/.openwiki/connectors/git-repo/config.json
  • State: ~/.openwiki/connectors/git-repo/state.json records latestIds per repo; the 2026-08-25T18:13Z fetch observed vault HEAD bumped from fb017e4f (2026-08-23/24, the prior 5-paper burst landed at the 2026-08-24T18:05Z fetch) to 9d4767c7 (2026-08-25 — 5 new vault commits in the 24-hour window, the SECOND consecutive single-day 5-paper LDR cluster), and observed openwiki-wiki bumped from 127c2dc (2026-08-24T18:05Z fetch) to 1003b92 (2 new automated wiki commits in the 24-hour window: 3255613 chore: daily update 2026-08-25 (2026-08-25T02:23 +0800; committed 17 files from the prior dirty set per git show --stat 3255613) + 1003b92 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-25, 2026-08-25T02:30 +0800 — the eleventh 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 + now 1003b92 2026-08-25).

obsidian-vault — working-tree status (2026-08-25)

  • Branch: main

  • HEAD: 9d4767c7034a59d8f3206756c2dfeb3f4339c2e0 (vault HEAD bumped from fb017e4f (2026-08-23/24, the prior 5-paper burst) → 9d4767c7 (2026-08-25) across the 2026-08-25T18:13Z fetch — 5 new commits in the 2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window. 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 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. Crucially, the cluster includes the FIRST post-publish vendor-mapping retrofit commit (9aa2af4c) which adds CelVivo / Cellink / Mimetas / 3Brain / FemtoBiomed product mapping + 净化 Robin mentions to the Tevonian + Yang files — the prior 5 papers (Ajongbolo + Kim + Tian + Aiello + CelVivo App Note) have NOT had this retrofit applied retroactively.

  • mtime activity in window: 5 new committed files in the 2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window — all 5 land at per-vendor / per-application-domain subfolders (different pattern from the prior 5-paper cluster which all landed at the 04-Literature/Deep-Reads/ root). Manifest paths confirm 3 NEW subfolders: Tevonian_2026_Nat_Commun_Vascularized_Liver_MPS.md

    • Yang_2026_Stem_Cell_Res_Ther_Cardiac_Organoid_Review.md + Shen_2026_Chin_Med_J_Vascularized_Organoids_Review.md + Zhai_2026_Sci_Adv_3D_Skin_Pemphigus.md — plus the Tevonian + Yang in-place M touches from the 9aa2af4c retrofit commit. Chronological commit order (mtime ascending per manifest): 089177a7 2026-08-25 Tevonian 2026 vascularized liver MPS → 583859a8 2026-08-25 Yang 2026 cardiac organoid review → 9aa2af4c 2026-08-25 Tevonian + Yang product-mapping retrofit → 5907cdfc 2026-08-25 Shen 2026 vascularized organoids review → 9d4767c7 2026-08-25 Zhai 2026 3D skin pemphigus. The 2026-08-23
    • 2026-08-24 LDR burst files (Ajongbolo + Kim + Tian + Aiello + CelVivo App Note + 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 9-day carry-forward at this fetch — was 8-day at the 2026-08-24T18:05Z fetch). The Review/zhou2023_computer_vision_microfluidics.md first-entry file is unchanged from the 2026-08-24T18:05Z fetch (mtime 2026-08-11, 14-day carry-forward in the untracked set at this fetch — was 13-day at the 2026-08-24T18:05Z fetch; the structural signal continues to weaken per the Notable-entity entry on the Review/ subfolder).
  • 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).

  • Dirty: yes — the untracked file set is partially changed: the 8 × 02-Clients/Agents/区域-2026-0807.md distributor-rebuild files + 14 working-folder files + 2 untracked dirs from the 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) — 14-day carry-forward at this fetch (was 13-day at the 2026-08-24T18:05Z 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 12 fetches silent). The celvivo_commercial/ + templates/ untracked dirs continue to carry forward (now 9-day carry-forward at this fetch — was 8-day at the 2026-08-24T18:05Z fetch); the deepread_40240593/ untracked pipeline workspace also continues to carry forward (now 2-day carry-forward — was 1-day at the 2026-08-24T18:05Z fetch); no NEW untracked dirs at this fetch.

  • Working-tree status (raw manifest, abbreviated):

    Status Path
    A (committed 2026-08-12, e542c977) 04-Literature/Deep-Reads/Liver/2026-08-12_Liang_2026_SciRep_liver_organoid_fibrosis_platform.md — NEW external evidence (Liang Y et al. Sci Rep 2026 DOI 10.1038/s41598-026-42990-2, PMID 41857098, 3 轨道 Hep-Orgs + Cho-Orgs + HSC, DAPT+Dex P1-P10 长程成熟, TGFβ 激活体外纤维化模型; Wiki.js Id=1716, NocoDB Id=770, SeaFile PDF + 7 真图)
    M (committed 2026-08-12, 8699a154) same Liang 2026 file — page 946 9 项 SOP 重写版 (105+/122- lines)
    M (committed 2026-08-12, aacba7aa) same Liang 2026 file — frontmatter title 改中文 + 与正文 H1 一致 (1-line touch)
    M (committed 2026-08-12, 297f106d) same Liang 2026 file — 修齐 page 934 标杆 (H1 去括号/元数据用bold/📄PDF文件名, 5+/4- lines)
    A (committed 2026-08-16, a4fa5a32) obsidian-vault/Literature/Deep-Reads/Organoid/guo_2026_organoid_ethical_review.md — NEW external evidence (Guo Z, Zhang N 2026 Front Cell Dev Biol DOI 10.3389/fcell.2026.1721946 — IRB / ethics systematic review; Wiki ID 1724, NocoDB Id 3298, 170 lines + 3 张真图; "与我们的产品" table lists CelVivo ClinoStar ⭐⭐⭐⭐ [临床转化类器官的伦理合规——7 大要点直接适用 IRB 申请] + Mimetas OrganoPlate ⭐⭐⭐⭐ [类器官 + 免疫细胞共培养伦理审查依据] + Emulate Organ-Chip ⭐⭐⭐; 3 commits 2e6f5989 → 00f824f2 → a4fa5a32 = adds → -v2 修图床 → -v3 补 Fig 1)
    A (committed 2026-08-16, 0fc8db24) obsidian-vault/Literature/Deep-Reads/Organoid/quintard_2024_vasorganoid_chip.md — NEW external evidence (Quintard C et al. 2024 Nat Commun DOI 10.1038/s41467-024-45710-4 — microfluidic platform for vascularized organoid chips; Wiki IDs 1719/1720/1722, NocoDB Id 3297; 4 commits 0fc8db24 → 290e9635 → 24c713de → 4073abf4 = adds 189 lines → -v2 修图床/双 H1/落款 → -v3 Wiki.js 自带图床 6 张图 → -v4 转发语标题/落款加粗/删 3Brain; "与我们的产品" table lists Mimetas OrganoPlate ⭐⭐⭐⭐ [直接对标: Phaseguide 微流控技术用于血管化/肾/肠 organ-on-chip] + CelVivo ClinoStar ⭐⭐⭐ [类器官前段成熟期培养: BVO 在 hiPSC 分化到 day 15 需要悬浮旋转培养, ClinoStar 是该步骤的金标准; day 15 后才转入芯片, ClinoStar 是完整工作流的前置] + Emulate Organ-Chip ⭐⭐⭐)
    M (committed 2026-08-10) 04-Literature/Deep-Reads/Organoid/2026-07-29_Organoids_disease_modeling_treatment_2026_review.md (Phase A batch frontmatter — volume / pages / authors array; also touched by 6b717aef for related back-link)
    M (committed 2026-08-10) CelVivo_精读报告_04_bioRxiv_PAH_Metabolomics.md (Phase A batch frontmatter — volume / pages / authors array; also touched by 6b717aef)
    M (committed 2026-08-10) obsidian-vault/04-Literature/Deep-Reads/3Brain/shin-2024-thalamocortical-organoids-22q11ds.md (Phase A batch frontmatter; also touched by 6b717aef)
    M (committed 2026-08-10) obsidian-vault/04-Literature/Deep-Reads/Cells/fernandez-vallone-2026-thsdc-brain-organoids.md (Phase A batch frontmatter; also touched by 6b717aef)
    M (committed 2026-08-10) obsidian-vault/04-Literature/Deep-Reads/NBME-ShapeConformal/literature-liu-2026-nbme-shape-conformal-organoid.md (Phase A batch frontmatter; also touched by 6b717aef)
    M (committed 2026-08-10) 类器官综述_CMOS_HD_MEA_类器官电生理_2026-06-05.md (Phase A batch frontmatter; also touched by 6b717aef)
    M (committed 2026-08-10) 04-Literature/Deep-Reads/wang2024-org-on-chip.md (方案 2 样品 — 6 frontmatter fields + 7 alt descriptions; also touched by 6b717aef)
    A (committed 2026-08-10) 04-Literature/Deep-Reads/MOCs/MOC-类器官与3D培养.md (方案 1 — first MOC file; 95 lines; 沙牛《AI 时代的 Obsidian 公开课》课时 1 pattern; related: already lists [[MOC-3Brain-HD-MEA]] as a forward link)
    ?? (untracked) 02-Clients/Agents/全国经销商地图-2026-0807.md + 7 区域 *2026-0807.md files (8-07 distributor baseline refresh — see below)
    ?? (untracked, NEW 2026-08-17) celvivo_commercial/1331651_20260630_131201.pdf — NEW untracked directory; the 6-30 quote PDF Robin migrated into a new celvivo_commercial/ folder; companion to the existing 05-Documents/Products/Celvivo/Industrial-Customers/ commercial-docs subtree
    ?? (untracked, NEW 2026-08-17) templates/类器官IRB申请清单.md — NEW untracked directory; the IRB application checklist derived from the Guo 2026 ethics-review deep-read (180 lines; 7 mandatory points [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 + China vs International flow table + 10 attachments + 7 citations); Robin's first customer-facing template derived from a single deep-read — materializes the "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 from the Guo 2026 deep-read
    ?? (untracked) 04-Literature/Deep-Reads/Brain/2026-08-06_Parfitt_GM_et_al_NatCommun_2024_DJ1_LOF_midbrain_organoid_PD.md
    ?? (untracked) Liu2026_NBME_shape_conformal_organoid.md
    ?? (untracked) Miao2025_Cell_v2.md
    ?? (untracked) Miao2025_Cell_vascularized_organoid.md
    ?? (untracked) Microbioreactor_2026_Rosero_FrontBioeng.md
    ?? (untracked) __pycache__/literature_deepread_v6.cpython-312.pyc — NEW (2026-08-13) Python compiled cache file (build noise from running literature_deepread_v6.py, ignored)
    ?? (untracked) dify精读进度-20260805.md
    ?? (untracked) literature_deepread_v6.py
    ?? (untracked) obsidian-vault/04-Literature/Deep-Reads/Review/zhou2023_computer_vision_microfluidics.md — NEW (2026-08-13) first entry in the new Review/ subfolder (Zhou 2023 computer vision + microfluidics — Robin deep-read in progress, untracked, future-commit candidate)
    ?? (untracked) obsidian-vault/rustdesk-selfhosted-2026-08-05.md
    ?? (untracked) retinal_organoid_deep_read_2026-08-07.md
    ?? (untracked) 文悦精读流水线.yml + v2/v3/v4/v5-clean variants

    The 8 untracked *2026-0807.md files in 02-Clients/Agents/ are the 2026-08-07 distributor baseline refresh — see the "Distributor map refresh (2026-08-07)" section below for synthesis. The 2 NEW untracked files this fetch are: (a) Review/zhou2023_computer_vision_microfluidics.md — first entry in a new deep-read subfolder (see Notable-entity entry below); (b) __pycache__/...pyc — build noise, ignored.

Recent commits (latest first)

Date Hash Note
2026-08-25 9d4767c7 feat: Zhai 2026 Sci Adv 3D skin pemphigus (PMID 41512055) — adds obsidian-vault/04-Literature/Deep-Reads/Skin-Organoids/Zhai_2026_Sci_Adv_3D_Skin_Pemphigus.md — FIRST file in the new Skin-Organoids/ subfolder, single-shot LDR entry. Zhai T et al. Sci Adv 2026 — 3D skin organoid + pemphigus disease-modeling application domain; net-new application domain (autoimmune dermatology + 3D skin) to Robin's deep-read set, distinct from cancer organoid (cancer) / brain organoid (Raji 2026 etc.) / vascularized organoid (Tevonian + Shen in this cluster) / cardiac organoid (Yang in this cluster) / liver organoid (Liang 2026) / brain-tumor organoid buckets. Vendor anchor mapping: TBD on the wiki-side synthesis page; skin organoid is adjacent to CelVivo ClinoReactor (long-term 3D skin culture) but no vendor callouts confirmed in the manifest entry. Future implication: skin organoid is a candidate workflow for the Robin CelVivo industrial-customers program (cosmetic + dermatology pharma R&D).
2026-08-25 5907cdfc feat: Shen 2026 Chin Med J vascularized organoids review (PMID 42268296) — adds obsidian-vault/04-Literature/Deep-Reads/Vascularized-Organoids/Shen_2026_Chin_Med_J_Vascularized_Organoids_Review.md — FIRST review-type file in the new Vascularized-Organoids/ subfolder, single-shot LDR entry. Shen Y et al. Chin Med J 2026 — vascularized organoid systematic review (peer-reviewed Chinese-language journal); companion to the Tevonian 2026 vascularized liver MPS deep-read in the same cluster. Vendor anchor mapping: TBD on the wiki-side synthesis page; vascularized organoid literature is CelVivo ClinoStar-adjacent (long-term stable vascular maturation) + Mimetas OrganoPlate-adjacent (organ-on-chip for vascularized microenvironment) + Cellink BIO X-adjacent (decellularized scaffold for vascularization).
2026-08-25 9aa2af4c Update Tevonian 2026 + Yang 2026: add CelVivo/Cellink/Mimetas/3Brain/Femtobiomed product mapping + 净化 Robin mentions — M touches obsidian-vault/04-Literature/Deep-Reads/Cardiac-Organoids/Yang_2026_Stem_Cell_Res_Ther_Cardiac_Organoid_Review.md + M touches obsidian-vault/04-Literature/Deep-Reads/Vascularized-Organoids/Tevonian_2026_Nat_Commun_Vascularized_Liver_MPS.md — FIRST post-publish vendor-mapping retrofit commit in Robin's LDR pipeline; the prior 5-paper 2026-08-23/24 cluster (Ajongbolo + Kim + Tian + Aiello + CelVivo App Note) did NOT have this retrofit applied retroactively; only the new Tevonian + Yang pair get the retroactive 5-vendor mapping (CelVivo + Cellink + Mimetas + 3Brain + Femtobiomed) plus 净化 Robin mentions. Robin's LDR SOP iteration: the 5-vendor product-mapping table is now a standard post-publish step for new LDR commits. The 净化 Robin mentions specifically removes any direct attribution strings ("Robin"s, "Robin 8-XX 实战沉淀" patterns, etc.) that might leak into the production deep-read narrative.
2026-08-25 583859a8 feat: Yang 2026 Stem Cell Res Ther cardiac organoid review (PMID 41963991) — adds obsidian-vault/04-Literature/Deep-Reads/Cardiac-Organoids/Yang_2026_Stem_Cell_Res_Ther_Cardiac_Organoid_Review.md — FIRST file in the new Cardiac-Organoids/ subfolder, single-shot LDR entry. Yang L et al. Stem Cell Res Ther 2026 — cardiac organoid review (companion to Tian 2025 Nat Commun cardiac epicardium mTOR paper from the prior 5-paper cluster). The new Cardiac-Organoids/ subfolder joins the existing Cardiac/ subfolder (2 prior papers) — Robin has expanded the cardiac application-domain treatment from a sparse 2-paper bucket to a dedicated subfolder. Vendor anchor mapping: TBD; the 9aa2af4c retrofit commit updated the file with the 5-vendor mapping (CelVivo + Cellink + Mimetas + 3Brain + Femtobiomed).
2026-08-25 089177a7 feat: Tevonian 2026 Nat Commun 血管化肝 MPS deep read (PMID 41634021) — adds obsidian-vault/04-Literature/Deep-Reads/Vascularized-Organoids/Tevonian_2026_Nat_Commun_Vascularized_Liver_MPS.md — FIRST file in the new Vascularized-Organoids/ subfolder, single-shot LDR entry. Tevonian et al. (2026) Nat Commun — vascularized liver MPS (microphysiological system) deep read. Companion to the existing Liver/ subfolder entries (Liang 2026 fibrosis platform etc.) — this adds the vascularization dimension to the liver organoid application-domain bucket. Vendor anchor mapping: TBD; the 9aa2af4c retrofit commit updated the file with the 5-vendor mapping (CelVivo + Cellink + Mimetas + 3Brain + Femtobiomed).
2026-08-23 fb017e4f feat: CelVivo App Note 2026 shear stress ClinoStar vs orbital shaker (Wiki.js 1747) — adds obsidian-vault/04-Literature/Deep-Reads/CelVivo_Shear_Stress_AppNote_2026.md (10,145 bytes, single-shot entry) — NEW vendor-anchored CelVivo evidence: Stougaard Borgen Løschenkohl, Sedighi Frandsen (CelVivo App Note 2026) head-to-head ClinoStar® vs orbital shaker, 15-day HepG2/C3A + embedded Caco-2 + brain organoid; F-actin + DAPI staining shows ClinoStar preserves cytoskeleton integrity vs orbital shaker structural decay; ATP + BCA + 3 biological replicates per condition; SP5D 24-well ball-plate 1000 cells/aggregate pre-conditioning; ClinoReactor® vessel (CelVivo 10004-12) in ClinoStar® system (30003) vs ULA 6-well + Steinberg SBS-LVS-100 shaker; low-shear fFSS confirmation
2026-08-23 f2118a62 feat: Aiello & Bagni 2025 biorxiv Rotating Chamber brain organoid 精读 (Wiki.js 1746) — adds obsidian-vault/04-Literature/Deep-Reads/Aiello_Bagni_2025_biorxiv_Brain_Organoid_Fluid.md (11,731 bytes, single-shot entry) — NEW CelVivo-aligned evidence: EMBO Reports 投稿版 (Aiello_Bagni_EMBO R_050325) — COMSOL Multiphysics 6.2 CFD quantification of Rotating Chamber (RC) shear stress field; chamber geometry 78.3 mm × 24.2 mm (outer) / 37.7 mm × 8.8 mm (inner); shear stress < 20 mPa confirmed (vs qualitative "low-shear" only previously); 0-300 objects per chamber all stable low-shear across densities 1010/1020/1030; multi-batch + multi-iPSC line brain organoid morphology PCA (CV <15% vs static >30%); scRNA-seq OXPHOS profiling; SOX2/Nestin/PAX6 + DCX + TBR1/SATB2/MAP2 multi-marker IHC; first quantitative confirmation of CelVivo RC low-shear claim
2026-08-23 40b357b8 feat: Tian 2025 NatCommun 心外膜 mTOR 精读 (Wiki.js 1745) — adds obsidian-vault/04-Literature/Deep-Reads/Tian_2025_NatCommun_Epicardium_mTOR.md (15,578 bytes, single-shot entry) — NEW cardiac organoid evidence: Tian Y, Lucena-Cacace A, Tani K et al. (2025) Nat Commun DOI 10.1038/s41467-025-60934-8 — Torin1 (dual mTORC1/2 inhibitor, 200 nM) drives hiPSC epicardium maturation from embryonic to adult phenotype; qHSC→aHSC EMT reactivation pathway; bulk RNA-seq 379 DEGs; PCA explains 28.53% PC1 + 36.01% PC2 variance; co-culture hiPSC epicardium + ventricular cardiomyocyte EB → TNNI3 upregulation (paracrine maturation); mTORC1/2 dual inhibition is critical (Rapamycin alone insufficient); YBX3 + MAFF TF candidates via siRNA knockdown; first cardiac epicardium paper since MOC 心肌 maturation track started
2026-08-23 5f02489a feat: Kim 2025 NatCommun 液态金属 3D MEA 精读 (Wiki.js 1744) — adds obsidian-vault/04-Literature/Deep-Reads/Kim_2025_NatCommun_Liquid_Metal_3D_MEA.md (13,567 bytes, single-shot entry) — NEW 3D-MEA / electrophysiology evidence: Kim E, Jeong E, Hong YM et al. (2025) Nat Commun DOI 10.1038/s41467-024-55752-3 — magnetically reshapable EGaIn (eutectic gallium-indium) liquid-metal 3D MEA pillar array via microfluidic direct-ink-writing; pillar height 25-310 µm linearly controlled by print speed (R²>0.95, n=12, SEM<5%); pillar diameter to 14 µm (single-neuron scale); parylene-C selective sidewall encapsulation (only tip conductive); hPSC cortical organoid 120-day maturation (dual-SMAD inhibition + FGF2/EGF + BDNF/NT3); 6-marker IHC (MAP2/GFAP/VGLUT1/SATB2/CTIP2) showing 6-layer cortical-like structure; Ni magnetic layer for magnetic reshaping; 64-channel MEA + SU spike + network synchronization; third flexible-electronics / 3D-MEA paper this cycle after Liu 2026 (NBME shape-conformal porous framework) + Sharma 2026 (60-channel MCS MEA retinal organoid) — direct 3Brain HD-MEA competitive pressure signal
2026-08-23 ad4abcde feat: Ajongbolo 2025 Cells 脑类器官综述精读 (Wiki.js 1743) — adds obsidian-vault/04-Literature/Deep-Reads/Ajongbolo_2025_Cells_Brain_Organoids_Review.md (11,367 bytes, single-shot entry) — NEW brain-organoid review evidence: Ajongbolo AO, Langhans SA (2025) Cells DOI 10.3390/cells14110842 — comprehensive brain-organoid + assembloid review covering (i) whole-brain vs region-specific vs complex systems (assembloid + OoC + tumoroid + transplant); (ii) 4-tier characterization (morphological / biochemical / functional / omics); (iii) disease modeling across neurodevelopmental (microcephaly / macrocephaly / ASD / Rett / fragile X / Timothy syndrome) + neurodegenerative (AD / PD / HD / ALS) + brain tumor (glioblastoma / medulloblastoma / AT/RT); (iv) drug discovery + HTS pathways; first brain-organoid review since the 2026-07-29 Organoids 2026 disease-modeling review; mentions ClinoStar / orbital shaker reagent-supply chain
2026-08-16 a4fa5a32 literature: review 类 Guo 2026 -v3 补 Fig 1 — in-place update ID 1724, 3 张图全
2026-08-16 00f824f2 literature: review 类 Guo 2026 -v2 修图床 — in-place update ID 1724, 加 2 张 Wiki.js 自带图
2026-08-16 2e6f5989 literature: 精读 Guo 2026 Front Cell Dev Biol - 类器官伦理审查 (review 类, Wiki ID 1724, NocoDB Id 3298) — NEW external evidence (类器官研究 IRB / 伦理审查 7 大强制要点系统综述, 嘉兴市第一医院 + 嘉兴大学医学院视角)
2026-08-16 4073abf4 literature: 精读 Quintard 2024 -v4 — 转发语标题/落款加粗/删3Brain
2026-08-16 24c713de literature: 精读 Quintard 2024 -v3 Wiki.js 自带图床 (ID 1722, 6 张图永久)
2026-08-16 290e9635 literature: 精读 Quintard 2024 -v2 修图床/双 H1/落款 (Wiki ID 1720)
2026-08-16 0fc8db24 literature: 精读 Quintard 2024 Nat Commun - 微流控血管化类器官芯片 (Wiki ID 1719, NocoDB Id 3297) — NEW external evidence (10 通道并行微流控 + hiPSC-BVO 30 天功能性灌注培养 + 跨类器官验证)
2026-08-12 297f106d literature: 修齐 page 934 标杆 — H1 去括号 / 元数据用 bold / 📄PDF 文件名 (Liang 2026 v3)
2026-08-12 aacba7aa literature: frontmatter title 改中文 + 与正文 H1 一致 (Liang 2026 v2)
2026-08-12 8699a154 literature: Liang 2026 Sci Rep liver organoid fibrosis - page 946 9 项 SOP 重写版 (Liang 2026 v2; 105+/122- lines; core-question / research-model / 6-finding 3-stage tables / 6 SeaFile Fig / "与我们的产品" 4-star / 4-paper refs / 转发语 / 完整落款)
2026-08-12 e542c977 literature: Liang 2026 Sci Rep liver organoid + fibrosis platform (Id=770 NocoDB) — NEW external evidence (3 轨道 Hep/Cho/HSC + DAPT+Dex P1-P10 长程成熟 + TGFβ 激活 HSC 体外纤维化模型; 7/7 Ollama qwen2.5vl 视觉审核通过; SeaFile 7/7 公网 200 验真; 飞轮 PATCH comm Id=87 + product Id=10 + NocoDB PATCH 770)
2026-08-10 d97b39ed Phase A 批量:6 篇精读加 Front Matter 6 字段 (doi/journal/year/volume/pages/authors/pmid) — Organoids 2026 review + CelVivo PAH + Shin 2024 + Fernandez Vallone 2026 + Liu 2026 + 类器官综述_CMOS_HD_MEA
2026-08-10 3b929c2f wang2024 方案 2 样品:6 个 Front Matter 字段 + 7 张图加 alt 描述 — wang2024-org-on-chip.md
2026-08-10 6b717aef MOC 方案 1 样品:建 1 个 MOC + 7 篇加 Front Matter (related: 反链) — first MOC MOC-类器官与3D培养.md created; 7 papers got related: back-link frontmatter
2026-08-09 a14758b1 精读: Wang 2024 Theranostics 类器官-芯片综述 (7 张配图 + Wiki.js ID 1700) — first Organoid-on-Chip 综述 / 7 大主题板块
2026-08-08 d7df3830 cells paper v2: 双 H1 + 5张真图 (xref) — Fernandez Vallone 2026
2026-08-08 6c16dc05 精读: Fernandez Vallone 2026 Cells hiPSC 脑类器官 THSDC
2026-08-07 65fef021 fix: v2 with SeaFile links — Microbioreactor 2026
2026-08-07 18bee69f feat: Microbioreactor design 2026 Front Bioeng Biotechnol Mini Review (PMID 42516424)
2026-08-08 1614ccf9 fix: v11 - forwarding per skill template (Liu 2026)
2026-08-08 a7cfb8a4 fix: final - per Research SOP strict + clean internal traces (Liu 2026)
2026-08-08 d1e8c6dd fix: v5 - per Research SOP + page 946 benchmark (Liu 2026)
2026-08-08 b7882b81 fix: v4 - add forward message (Liu 2026)
2026-08-08 84e93402 fix: v3 - Fig 3 restored from page 6, audit table removed (Liu 2026)
2026-08-08 a69ad9c4 literature: liu 2026 NBME shape-conformal organoid
2026-08-08 1c05eee7 literature: miao 2025 cell organoid vascularization v2
2026-08-08 a0810433 精读: Sharma K 2026 Cell Stem Cell 视网膜类器官血管化RGC存活与功能成熟
2026-07-29 2341383e fix(hook4): 湖北行去掉 'Robin 8 月出差高发地' 残留 (Robin 真实出差意图)
2026-07-29 aa8fd2bc fix(hook4): 改标题 '下次出差' → '按 xlsx 缺口', Robin 后续自规划出差路径
2026-07-29 4b237a82 feat(hook): 4 个经销商管理 Hook 升级
2026-07-29 b9da34dc fix(literature): Organoids 2026 综述 - 按 literature-deep-read-review SOP 重写
2026-07-29 0cd44fa0 feat(literature): 精读 Organoids for disease modeling and treatment 2026 综述
2026-07-28 642e3dc6 feat(agent): 新增代理商技术同事董慧群档案 (推 CelVivo 产品)
2026-07-28 2718e46d feat(literature): Parate 2020 SCRT — PEMF 增强 MSC 旁分泌功能促软骨再生
2026-07-28 032de92f feat: 精读 Lee 2025 Front Vet Sci 犬脂肪源 MSC 3D 球体

The 2026-08-16 cluster is a two-paper LDR cycle on the same day covering both an organ-on-chip microfluidic platform paper and an organoid ethical-review systematic-review paper:

  • Quintard C et al. (2024) Nat Commun DOI 10.1038/s41467-024-45710-4 — a microfluidic platform for vascularized organoids-on-chip. The paper establishes: (i) 10-channel parallel microfluidic chip (COC 热压成型, U 型捕获位 300-800 µm 可调); (ii) fibrin + Matrigel hydrogel with Landau-Levich-Bretherton 效应 → 100% 捕获效率 in 10 sec per channel; (iii) hiPSC-derived blood vessel organoids (BVO, day 15)
    • GFP-HUVEC + 纤维细胞共培养 → 30 天功能性灌注培养; (iv) 壁剪切速率 27-2000 s⁻¹, mean 134-531 s⁻¹ (与人体毛细血管生理范围 50-1900 s⁻¹ 完美匹配); (v) 层级化血管: 37 µm 上游动脉-静脉 + 8 µm BVO 毛细管. The 4 commits are the same single file obsidian-vault/Literature/Deep-Reads/Organoid/quintard_2024_vasorganoid_chip.md walked through Robin's standard LDR cycle: (a) 0fc8db24 adds the file (189 lines, single-pass entry); (b) 290e9635 rewrites to -v2 修图床/双 H1/落款; (c) 24c713de adds -v3 Wiki.js 自带 图床 6 张图 (永久); (d) 4073abf4 is the -v4 转发语标题/落款 加粗 + 删 3Brain 工具名硬门槛合规修正. The "与我们的产品" table on the paper lists Mimetas OrganoPlate ⭐⭐⭐⭐ (直接对标: Phaseguide 微流控技术) + CelVivo ClinoStar ⭐⭐⭐ (类器官前段成熟期培养: BVO 在 hiPSC 分化到 day 15 需要悬浮旋转培养, ClinoStar 是该步骤 的金标准; day 15 后才转入芯片, ClinoStar 是完整工作流的前置) + Emulate Organ-Chip ⭐⭐⭐.
  • Guo Z, Zhang N (2026) Front Cell Dev Biol DOI 10.3389/fcell.2026.1721946 — an IRB / ethical-review systematic-review paper for organoid biomedical research. The paper establishes: (i) 7 大强制要点 (样本来源合法性 / 捐赠者知情同意 [unlimited expansion / long-term cryopreservation / inter-lab sharing / cross-border / future unspecified research / commercial use / withdrawal mechanism] / 数据隐私与去标识化 / 共培养产物主体性评估 [Guo 2026 首次提出] / 动物福利 3R 原则 / 跨境监管合规 [中国 / 美国 / 欧盟 / 日本 / 韩国 对照表] / 长期保存与终止使用); (ii) 中国 IRB 实务视角 + 国际 ISSCR / GDPR / OHRP 双重参照 (作者团队 = 嘉兴市第一医院医学伦理 委员会 + 嘉兴大学医学院, 中国 IRB 实践者); (iii) 共培养产物 "新伦理实体" 框架 = 类器官 + 免疫细胞共培养 (CAR-T 培养) 不构成 "新生物体" 但构成 "新伦理实体", 需要独立审查. The 3 commits are the same single file obsidian-vault/Literature/Deep-Reads/Organoid/guo_2026_organoid_ethical_review.md walked through Robin's standard LDR cycle: (a) 2e6f5989 adds the file (170 lines, single-pass entry); (b) 00f824f2 -v2 修 图床 (加 2 张 Wiki.js 自带图); (c) a4fa5a32 -v3 补 Fig 1 (3 张图全) — Fig 1 is the "类器官共培养模型" 概念图 (Robin 8-16 实战反思: 综述类概念图通常较小, 提取阈值要从 0KB 起步全收, 再按 caption 关联; 之前 >200KB 过滤漏了 Fig 1). The "与我们的产品" table on the paper lists CelVivo ClinoStar ⭐⭐⭐⭐ (临床转化类 器官的伦理合规——本文 7 大要点直接适用于 ClinoStar 客户 IRB 申请; Robin 推广 ClinoStar 给三甲医院时, 可附带本框架作为增值) + Mimetas OrganoPlate ⭐⭐⭐⭐ (类器官共培养芯片的伦理审查依据—— Mimetas 主打"类器官 + 免疫细胞共培养", 本文主题 B 的共培养伦理 框架直接适用) + Emulate Organ-Chip ⭐⭐⭐ (类器官 + 微流控 芯片的跨境监管参考).

The 2026-08-12 cluster is a single-paper LDR cycle on Liang Y et al. (2026) Sci Rep DOI 10.1038/s41598-026-42990-2 — a mouse liver organoid platform paper from 澳门科技大学 + 香港大学 that establishes: (i) single-tissue 3-轨道 (Hep-Orgs + Cho-Orgs + HSC) separation; (ii) DAPT (Notch 抑制) + Dexamethasone for P1-P10 长程 稳定成熟 (ALB / PAS / LDL / CYP all stable across 10 passages — single DAPT only sustains P5); (iii) TGFβ 5-7 day activation of qHSC → aHSC (Acta2 / Col1a1 上调); (iv) aHSC 共培养诱导 Hep-Orgs EMT (Snail / Twist / Vimentin ↑; ALB / CK8 ↓; Lgr5 / EpCAM ↓; Ki67 ↓) = 体外肝纤维化模型. The 4 commits are the same single file 04-Literature/Deep-Reads/Liver/2026-08-12_Liang_2026_SciRep_liver_organoid_fibrosis_platform.md walked through Robin's standard 3-stage SOP cycle: (a) e542c977 adds the file (186 lines, single-pass entry); (b) 8699a154 rewrites the same file to the page 946 9 项 SOP 标杆 (105+/122- lines, adding the 6 核心发现 三段式 tables + 6 SeaFile Fig + "与我们的产品" 4-star table + 4-paper 参考文献 + 转发语 + 完整落款 + SeaFile PDF link); (c) aacba7aa + 297f106d are the page 934 修齐 micro-revisions (frontmatter title 改中文 / H1 去括号 / 元数据用 bold 单行 / 📄PDF 文件名 with actual filename) — the same alignment Robin applied across the 2026-08-11 OVB-类器官 cycle. The "与我们的产品" 4-star 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) + CelVivo PhaseHolographic 成像 ⭐⭐⭐ + 3Brain HD-MEA ⭐⭐⭐ (肝-神经互作延伸).

No new vault commits landed in the 2026-08-12T18:08Z → 2026-08-13T18:08Z window — the vault HEAD is unchanged at 297f106d. The 2026-08-12 Liang 2026 cluster remains the most recent committed vault activity. One new uncommitted file appeared in the working tree this fetch: 04-Literature/Deep-Reads/Review/zhou2023_computer_vision_microfluidics.md — the first entry in a new Review/ subfolder (see the Notable-entity section below).

7 new vault commits landed in the 2026-08-15T18:07Z → 2026-08-17T18:09Z window — the vault HEAD bumped from 297f106d to a4fa5a32. The two 2026-08-16 LDR cycles (Quintard 2024 microfluidic organ-on-chip + Guo 2026 organoid ethics systematic review) are the first time since the 2026-07-28 / 2026-07-29 Parate / Lee / Hodge cluster that two new paper deep-reads landed on main in the same 48-hour window. The 2026-08-16 cluster replaces the 2026-08-12 Liang 2026 cluster as the most recent committed vault activity. Two new untracked directories appeared in the working tree this fetch: 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; see the Notable-entity section below for synthesis).

The 2026-08-10 cluster is a frontmatter-hygiene + MOC-discipline sprint rather than new external evidence: (a) Phase A batch (d97b39ed) standardized 6 deep-read notes with the structured 6-field frontmatter (doi / journal / year / volume / pages / authors array / pmid) that the prior notes had been missing; (b) 方案 2 样品 (3b929c2f) added 7 image alt descriptions on top of the 6-field frontmatter for wang2024-org-on-chip.md; (c) MOC 方案 1 样品 (6b717aef) created Robin's first Map-of-Content file (04-Literature/Deep-Reads/MOCs/MOC-类器官与3D培养.md, 95 lines, 沙牛《AI 时代的 Obsidian 公开课》课时 1 pattern) and added related: back-link frontmatter to 7 papers. The MOC's own related: list already names the next planned MOC — [[MOC-3Brain-HD-MEA]] — plus [[02-Clients/Agents/_known_associations]] and [[02-Active-Deals/CellShot-TriArm-Demo-计划-v2-老师版-2026-07-20]], so the MOC pattern is expected to extend.

The 2026-08-08 cluster (prior manifest) was the literature flywheel-sync output (Liu 2026, Miao 2025 v2, Sharma 2026) — already indexed on /sources/literature.md. The 2026-08-07 / 2026-08-08 micro-revisions on Liu 2026 (a69ad9c4 → 1614ccf9) are the 8-step SOP rewrite cycle (v3 → v11) Robin re-ran on the same paper.

openwiki-wiki — working-tree status (2026-08-24)

  • Branch: main
  • HEAD: 127c2dc (the chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-24) commit). The 2026-08-24T18:05Z fetch observed wiki HEAD bumped from a9568d8 (2026-08-23T18:11Z fetch) to 127c2dc — 2 new automated wiki commits in the 2026-08-23T18:11Z → 2026-08-24T18:05Z 24-hour window: (a) 9cc5e63 chore: daily update 2026-08-24 (2026-08-24 02:23 +0800); (b) 127c2dc chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-24, 2026-08-24 02:30 +0800). Both commits are routine auto-orchestration — the 9cc5e63 daily update carried the synthesis-layer edits from the prior HN-1 2026-08-23T18:00Z + web-search-1 2026-08-23 (skipped) + git-repo-1 2026-08-23T18:11Z runs; the 127c2dc sources-sync re-applied the count-data wipe pattern on NocoDB / SeaFile / Wiki.js / RAGFlow for the tenth 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
    • now 127c2dc 2026-08-24).
  • Working-tree state: 6 modified files (uncommitted — pending next CLI orchestration). The 2026-08-23T18:11Z fetch observed the working tree at 6 uncommitted files (down from 9 at the 2026-08-22T18:13Z fetch because the a9568d8 2026-08-23 daily update committed 6 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 per git show --stat a9568d8 — leaving 6 files re-modified by this git-repo-1 2026-08-23T18:11Z run). The 6 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 2026-08-15 + web-search-1 2026-08-15
      • git-repo-1 2026-08-13 runs, plus the "Latest update — git-repo-1 (2026-08-15T18:07Z)" + "Latest update — git-repo-1 (2026-08-17T18:09Z)" + "Latest update — git-repo-1 (2026-08-18T18:10Z)" + "Latest update — git-repo-1 (2026-08-19T18:08Z)" + "Latest update — git-repo-1 (2026-08-20T18:09Z)" + "Latest update — git-repo-1 (2026-08-21T18:09Z)" + "Latest update — git-repo-1 (2026-08-22T18:13Z)" paragraphs added by the 2026-08-15 + 2026-08-17 + 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 git-repo runs + the "Latest update — web-search-1 attempted 2026-08-23 skipped" paragraph from the 2026-08-23 web-search-1 run; this git-repo-1 2026-08-23T18:11Z run adds the "Latest update — git-repo-1 (2026-08-23T18:11Z)" paragraph and updates the Backlog git-repo entry to reflect the new wiki HEAD a9568d8.
    • sources/README.md — refreshed connector-roll table row for web-search-1 (added the 2026-08-15 + 2026-08-17 + 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 skips to the 12-entry skip streak) + refreshed Active connectors Git repo row in this run.
    • sources/hackernews.md — accumulated "Latest update — 2026-08-15 18:00 UTC" + "Latest update — 2026-08-16 18:00 UTC" + "Latest update — 2026-08-17 18:00 UTC" + "Latest update — 2026-08-18 18:00 UTC" + "Latest update — 2026-08-19 18:00 UTC"
      • "Latest update — 2026-08-20 18:00 UTC" + "Latest update — 2026-08-21 18:00 UTC" + "Latest update — 2026-08-22 18:00 UTC" sections from the prior HN-1 runs (Auto-research with codex 232x Faster Kernel + Anthropic multi-agent + Stripe/OpenRouter + Copilot Autofix + Qwen 3.8 27B + Agent Mesh + machine0 YC S26 + Amazon order emails AI-agent data + OpenRouter-Stripe formal confirmation + OneCLI + Extensible Software + Frugal Tokens + the Nature brain organoid time-passage paper + Anthropic Claude Code AGENTS.md feature request + Unsloth Dynamic 3.0 GGUFs + DeepSeek-v4-flash-vision-exp + Show HN Proliferate + self-hosted sandboxed agentic software factory + GitHub August 17 outage post-mortem + LiteLLM hiring + Munder Difflin agent-harness + New MCP Roadmap + Anthropic Claude Code reduced-effort A/B test
      • Dullien maturation essay + Embedded AI book flag-for-traceability callouts + the 4th / 5th / 6th / 7th / 8th / 9th / 10th / 11th consecutive empty / noise-only Algolia lane streak notes) — landed in uncommitted state during the HN-1 runs.
    • sources/openwiki-version-drift.md — auto-generated page that tracks OpenWiki installed-vs-npm-latest version drift; was created in the 2026-08-17 daily update 5c70881 and the body re-touch on each subsequent daily update has kept the file in the working-tree dirty set across the 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 daily update cycles; the file is small (one inline drift-table) and the re-touch on each cycle is the auto-generated timestamp bump; re-appears as dirty after the a9568d8 2026-08-23 daily update because the very next synthesis edits from this git-repo-1 2026-08-23T18:11Z run re-touch the file (refresh of the timestamp).
    • sources/web-search.md — accumulated "2026-08-15 attempted update — skipped" + "2026-08-17 attempted update — skipped" + "2026-08-18 attempted update — skipped" + "2026-08-19 attempted update — skipped" + "2026-08-20 attempted update — skipped" + "2026-08-21 attempted update — skipped" + "2026-08-22 attempted update — skipped" + "2026-08-23 attempted update — skipped" sections from the 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 + web-search-1 2026-08-21 + web-search-1 2026-08-22 + web-search-1 2026-08-23 runs (5th + 6th + 7th + 8th
      • 9th + 10th + 11th + 12th consecutive skips on the same code path).
  • Auth: local path only — no remote, no credentials.
  • New file in this window: sources/openwiki-version-drift.md was created in the 2026-08-17 daily update commit 5c70881 (auto- generated page that tracks OpenWiki installed-vs-npm-latest version drift; reports v0.3.1 local → v0.3.3 npm latest as of 2026-08-15T20:00:03Z; the page sits on the wiki to surface the drift without an external daemon).
  • Auth: local path only — no remote, no credentials.

Recent commits (latest first)

Date Hash Note
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"
2026-08-25 3255613 chore: daily update 2026-08-25 (synthesis-layer edits accumulated from the prior HN-1 2026-08-25T18:00Z + web-search-1 2026-08-25 (skipped) + git-repo-1 2026-08-25T18:13Z runs; committed 17 files from the prior dirty set 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 very next synthesis edits from the git-repo-1 2026-08-25T18:13Z run re-touch the same files + add 2 newly dirty files per the manifest changedFiles list)
2026-08-24 127c2dc chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-24) — count-data wipe re-applied for the tenth 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); see Notable-entity § "2026-08-15 sources-sync bug"
2026-08-23 a9568d8 chore: daily update 2026-08-23 (synthesis-layer edits accumulated 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 sources/git-repo.md + sources/index.md + sources/nocodb.md + sources/ragflow.md + sources/seafile.md + sources/wikijs.md + themes/05-robin-research.md from the prior dirty set, reducing uncommitted-file count from 9 → 6)
2026-08-23 8f8f767 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-23) — count-data wipe re-applied for the ninth 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); see Notable-entity § "2026-08-15 sources-sync bug"
2026-08-22 43d4548 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-22) — count-data wipe re-applied for the eighth 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); see Notable-entity § "2026-08-15 sources-sync bug"
2026-08-22 d8e2277 chore: daily update 2026-08-22 (synthesis-layer edits accumulated from the prior HN-1 2026-08-22T18:00Z + web-search-1 2026-08-22 (skipped) + git-repo-1 2026-08-21T18:09Z runs)
2026-08-21 f6c2576 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-21) — count-data wipe re-applied for the seventh 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); see Notable-entity § "2026-08-15 sources-sync bug"
2026-08-21 b6dc337 chore: daily update 2026-08-21 (synthesis-layer edits accumulated from the prior HN-1 2026-08-21T18:00Z + web-search-1 2026-08-21 (skipped) + git-repo-1 2026-08-20T18:09Z runs; committed sources/index.md from the 2026-08-20 dirty set)
2026-08-20 bd30339 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-20) — count-data wipe re-applied for the sixth consecutive sources-sync (after 2026-08-15 2507925 + 2026-08-16 997b648 + 2026-08-17 be49285 + 2026-08-18 1fc73ae + 2026-08-19 dcb53a2); see Notable-entity § "2026-08-15 sources-sync bug"
2026-08-20 a44f284 chore: daily update 2026-08-20 (synthesis-layer edits accumulated from the prior HN-1 2026-08-20T18:00Z + web-search-1 2026-08-20 (skipped) + git-repo-1 2026-08-19T18:08Z runs)
2026-08-19 dcb53a2 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-19) — count-data wipe re-applied for the fifth consecutive sources-sync (after 2026-08-15 2507925 + 2026-08-16 997b648 + 2026-08-17 be49285 + 2026-08-18 1fc73ae); see Notable-entity § "2026-08-15 sources-sync bug"
2026-08-19 7e904ec chore: daily update 2026-08-19 (synthesis-layer edits accumulated from the prior HN-1 2026-08-19T18:00Z + web-search-1 2026-08-19 + git-repo-1 2026-08-18T18:10Z runs + the prior sources/openwiki-version-drift.md carryover)
2026-08-18 1fc73ae chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-18) — count-data wipe re-applied for the fourth consecutive sources-sync (after 2026-08-15 2507925 + 2026-08-16 997b648 + 2026-08-17 be49285); see Notable-entity § "2026-08-15 sources-sync bug"
2026-08-18 8127797 chore: daily update 2026-08-18 (synthesis-layer edits accumulated from the prior HN-1 2026-08-18T18:00Z + git-repo-1 2026-08-17T18:09Z runs + the new sources/openwiki-version-drift.md carryover)
2026-08-17 be49285 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-17)
2026-08-17 5c70881 chore: daily update 2026-08-17 (added sources/openwiki-version-drift.md auto-generated page + refreshed HN-1 / web-search-1 / git-repo-1 sections)
2026-08-16 997b648 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-16)
2026-08-16 151d22b chore: daily update 2026-08-16 (committed sources/index.md from the 2026-08-15 dirty set; refreshed HN-1 / web-search-1 / git-repo-1 / themes/05-robin-research sections)
2026-08-15 2507925 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-15) — count-data wipe (NocoDB 6614 → 0, Wiki.js 83 → 0, RAGFlow landing 200 → 000); see Notable-entity § "2026-08-15 sources-sync bug"
2026-08-15 173b58c chore: daily update 2026-08-15 (added OKF frontmatter to nocodb.md / ragflow.md / seafile.md / wikijs.md)
2026-08-14 6258717 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-14)
2026-08-14 021e929 chore: daily update 2026-08-14
2026-08-13 1737454 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-13)
2026-08-13 8ddc6d9 chore: daily update 2026-08-13 (commitment + quickstart + sources/literature + sources/web-search + themes/01-organoid-equipment + themes/05-robin-research from the HN-1 2026-08-13 synthesis pass)
2026-08-12 c57ead4 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-12)
2026-08-12 431ee6a chore: daily update 2026-08-12
2026-08-11 b64ae41 lit: PMID 41536916 Bioactive Materials AIVOs 综述 (Wiki.js 1711)
2026-08-11 523ee7f lit: PMID 41686639 Cell Reports TNBC DEO + ROCK (Wiki.js 1710)
2026-08-11 9be4f55 lit: PMID 41909700 Front Immunol 2026 类器官-小胶质细胞综述 (Wiki.js 1709)
2026-08-11 cc69ece lit: PMID 42041571 v4 - 按 literature-deep-read-research 9 项强制格式
2026-08-11 b4bc8d9 lit: PMID 42041571 修正 - 真实PDF + 10张真图链接
2026-08-11 12480ab lit: 修正 wiki_url 到真实内网地址
2026-08-11 cdc59c5 lit: PMID 42041571 OVB-organoids vs cerebral organoids Cells 2026
2026-08-11 2bcde39 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-11)
2026-08-11 7556e31 chore: daily update 2026-08-11
2026-08-09 dde053a auto: 2026-08-09 Wang 2024 Theranostics OrgOC 综述精读入口
2026-08-09 3267338 chore: daily update 2026-08-09
2026-08-09 06f60e1 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-09)
2026-08-08 c94940c7 feat: add Microbioreactor 2026 v4 (PMID 42516424, ID 1696)
2026-08-08 7f65024 feat: add Microbioreactor 2026 v3 (PMID 42516424)
2026-08-08 ea4f14a feat: add Microbioreactor 2026 v2 (PMID 42516424)
2026-08-08 a193e46 feat: add Microbioreactor 2026 (PMID 42516424) deep-read entry
2026-08-08 bf90a91 fix: liu 2026 wiki link to main path
2026-08-08 cf1dbe0 fix: liu 2026 final link
2026-08-08 26efd2f fix: liu 2026 v5 link
2026-08-08 e18993a fix: liu 2026 v4 link
2026-08-08 b206bd9 fix: liu 2026 v3 link
2026-08-08 c26dbdf fix: liu 2026 wiki link to v2
2026-08-08 703c3d4 literature: liu 2026 NBME shape-conformal organoid
2026-08-08 1b78735 literature: miao 2025 cell v2
2026-08-08 5adc406 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-08)
2026-08-08 037c5f3 lit: add Sharma K 2026 Cell Stem Cell vRO retinal organoid (PMID 41529691)
2026-08-07 9e80977 feat(openwiki): complete data flywheel activation (2026-08-07)
2026-08-07 45af5a4 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-07)
2026-08-07 bcd4a4f chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-07)
2026-08-07 0bbef0f feat(openwiki v0.3.1 --update): generate themes 4-5 + index.md + themes/ + sources/ index (2026-08-07)
2026-08-07 285c53b feat(openwiki v0.3.1): add YAML frontmatter + install-id markers from initial init run (2026-08-07)
2026-07-24 3102e96 feat(sources): 全国 261 家经销商地图 (2026-07-24, 不含敏感信息)

The wiki repo is the OpenWiki output itself — it persists across update runs. 4 new wiki-side commits landed in the 2026-08-13T18:08Z → 2026-08-15T18:07Z window: (a) 021e929 (2026-08-14 +0800 02:18, chore: daily update 2026-08-14); (b) 6258717 (2026-08-14 +0800 02:30, chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-14)); (c) 173b58c (2026-08-15 +0800 02:00, chore: daily update 2026-08-15 — added OKF frontmatter to nocodb.md / ragflow.md / seafile.md / wikijs.md); (d) 2507925 (2026-08-15 +0800 02:31, chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-15) — count-data wipe carried into the source pages; see Notable-entity § "2026-08-15 sources-sync bug" below). Between these 4 commits, the wiki HEAD advanced from 1737454 (2026-08-13 sources-sync) to 2507925 (2026-08-15 sources-sync). The 6 wiki commits from 2026-08-11 / 2026-08-12 (7556e31 / 431ee6a daily + 2bcde39 / c57ead4 sources-sync + the 6 lit-PMID commits on 2026-08-11 + 2bc03f3 / 06f60e1 / 5adc406 / 3267338 / dde053a from the 2026-08-08 / 2026-08-09 cluster) are all already in 2507925's ancestry. The Liang 2026 wiki sync has not yet landed (the /sources/literature.md short row is in working tree only); the next wiki commit should add a fuller Liang 2026 row when the synthesis pipeline catches up.

Summary of last 48 hours

Window (UTC) Vault Wiki
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)
2026-08-23T18:11:00Z → 2026-08-24T18:05:00Z HEAD a4fa5a32 → fb017e4f (5 new commits: ad4abcde Ajongbolo 2025 Cells brain organoid review + 5f02489a Kim 2025 Nat Commun EGaIn 3D MEA + 40b357b8 Tian 2025 Nat Commun hiPSC epicardium mTOR + f2118a62 Aiello & Bagni 2025 biorxiv Rotating Chamber brain organoid CFD + fb017e4f CelVivo App Note 2026 ClinoStar vs orbital shaker head-to-head — largest single-day LDR burst since the 2026-07-29 Parate / Lee / Hodge cluster, breaks the 7-fetch vault silence streak that started after the 2026-08-16 Quintard + Guo cluster; all 5 are single-shot entries at obsidian-vault/04-Literature/Deep-Reads/ root (no v2/v3 SOP rewrite cycles this cluster); commit timestamps 07:50 → 16:39 +0800 across the 2026-08-24 day) HEAD a9568d8 → 127c2dc (2 new automated commits: 9cc5e63 chore: daily update 2026-08-24 + 127c2dc chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-24, the tenth 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 + now 127c2dc 2026-08-24) + the prior a9568d8 2026-08-23 daily update was committed in this fetch's prior daily update cycle before the 5-paper burst landed; 9cc5e63 committed sources/git-repo.md + sources/hackernews.md + sources/index.md + sources/openwiki-version-drift.md + sources/web-search.md + themes/05-robin-research.md from the prior dirty set; the manifest changedFiles shows 8 dirty files this fetch — M .last-update.json + 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)
2026-08-15T18:07:49Z → 2026-08-17T18:09:32Z HEAD 297f106d → a4fa5a32 (7 new commits: 0fc8db24 + 290e9635 + 24c713de + 4073abf4 Quintard 2024 Nat Commun microfluidic vascularized organoid chip 4-commit LDR cycle + 2e6f5989 + 00f824f2 + a4fa5a32 Guo 2026 Front Cell Dev Biol organoid ethics systematic review 3-commit LDR cycle — first time since the 2026-07-28 / 2026-07-29 Parate / Lee / Hodge cluster that two new paper deep-reads landed on main in the same 48-hour window) HEAD 2507925 → be49285 (4 new commits: 151d22b daily update 2026-08-16 + 997b648 sources-sync 2026-08-16 + 5c70881 daily update 2026-08-17 + be49285 sources-sync 2026-08-17)
2026-08-17T18:09:32Z → 2026-08-18T18:10:12Z HEAD unchanged at a4fa5a32 (0 new commits, 0 new mtime changes — vault is silent in this 24-hour window; the 2026-08-16 Quintard 2024 + Guo 2026 cluster remains the most recent vault activity) HEAD be49285 → 1fc73ae (2 new automated commits: 8127797 chore: daily update 2026-08-18 + 1fc73ae chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-18, the fourth consecutive sources-sync re-applying the 2507925 2026-08-15 count-data wipe pattern))
2026-08-19T18:08:24Z → 2026-08-20T18:09:15Z HEAD unchanged at a4fa5a32 (0 new commits, 0 new mtime changes — vault is silent in this 24-hour window for the 4th consecutive fetch; the 2026-08-16 Quintard 2024 + Guo 2026 cluster remains the most recent vault activity, 4 calendar days stale) HEAD dcb53a2 → bd30339 (2 new automated commits: a44f284 chore: daily update 2026-08-20 + bd30339 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-20, the sixth 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 + now bd30339 2026-08-20))
2026-08-18T18:10:12Z → 2026-08-19T18:08:24Z HEAD unchanged at a4fa5a32 (0 new commits, 0 new mtime changes — vault is silent in this 24-hour window for the 3rd consecutive fetch; the 2026-08-16 Quintard 2024 + Guo 2026 cluster remains the most recent vault activity, 3 calendar days stale) HEAD 1fc73ae → dcb53a2 (2 new automated commits: 7e904ec chore: daily update 2026-08-19 + dcb53a2 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-19, the fifth 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 + now dcb53a2 2026-08-19))
2026-08-20T18:09:15Z → 2026-08-21T18:09:00Z HEAD unchanged at a4fa5a32 (0 new commits, 0 new mtime changes — vault is silent in this 24-hour window for the 5th consecutive fetch; the 2026-08-16 Quintard 2024 + Guo 2026 cluster remains the most recent vault activity, 5 calendar days stale) HEAD bd30339 → f6c2576 (2 new automated commits: b6dc337 chore: daily update 2026-08-21 + f6c2576 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-21, the seventh 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 + now f6c2576 2026-08-21))
2026-08-21T18:09:00Z → 2026-08-22T18:13:00Z HEAD unchanged at a4fa5a32 (0 new commits, 0 new mtime changes — vault is silent in this 24-hour window for the 6th consecutive fetch; the 2026-08-16 Quintard 2024 + Guo 2026 cluster remains the most recent vault activity, 6 calendar days stale) HEAD f6c2576 → 43d4548 (2 new automated commits: d8e2277 chore: daily update 2026-08-22 + 43d4548 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-22, the eighth 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 + now 43d4548 2026-08-22))
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

Vault navigation index

The vault uses a numbered top-level layout. Scripts, caches, and temp* working folders are excluded from this index.

Dir Purpose Size hint
01-Active-Sales/ Active sales pipeline files (board + per-account) 6 .md
02-Active-Deals/ Deal-level active docs 1 .md
02-Clients/, 02-Contacts/ Client & contact records sparse
03-Product/ Product briefs (e.g. 3Brain-Maxwell comparison) 1 .md
03-Resources/Agents/ Distributor / agent profiles a handful
03-Resources/End-Customers/ End-customer dossiers (3Brain MEA accounts, etc.) 11+ .md
03-Resources/ITX-24h-Host/ Personal 24h Hermes-Agent / AI-workflow host build config (2026-07-31 untracked; not yet on main) 1 .md
04-Literature/ Paper deep-reads + curated vendor PDFs see breakdown
05-Documents/Contracts/ Signed/pending contracts (Celvivo subfolder) —
05-Documents/Products/ Vendor-facing product docs (Celvivo/Industrial-Customers) —
05-Documents/{Proposals,Quotes,Visit-Plans}/ Active commercial docs —
05-Products/ In-house product briefs (MappingLab family) 2 .md
06-Sales/Competitors/ Competitor tracking —
06-Sales/Configurations/ Product configurations —
06-Sales/Content/{FAQ,Pain-Points,PPT-Scripts,Success-Stories,Training-Materials,推文模板}/ Sales content library —
06-Sales/{Price-List,Product-Mapping,Recommendation-Engine}/ Sales tooling —
99-Templates/ Reusable Obsidian templates 14 .md
memory/ Daily reports, weekly digests, .dreams, archive 147 .md

04-Literature/Deep-Reads/ breakdown

Markdown file counts per deep-read subfolder:

Subfolder .md count
Organoid/ 661 (+2 from 2026-08-16 — Quintard 2024 Nat Commun microfluidic vascularized organoid chip + Guo 2026 Front Cell Dev Biol organoid ethics systematic review)
04-Literature/Deep-Reads/ root +5 new files on 2026-08-23 single-shot LDR burst — CelVivo_Shear_Stress_AppNote_2026 + Aiello_Bagni_2025_biorxiv_Brain_Organoid_Fluid + Tian_2025_NatCommun_Epicardium_mTOR + Kim_2025_NatCommun_Liquid_Metal_3D_MEA + Ajongbolo_2025_Cells_Brain_Organoids_Review (all in vault root, not in a per-vendor subfolder — this is a non-standard pattern vs the prior per-vendor subfolder discipline, see Notable-entity § "2026-08-23 root-level LDR burst")
Celvivo/ 142
3Brain/ 136
Cellink/ 129
Organoid-List/ 51
Product-Reports/ 38
Brain/ 11
Brain-Tumor/ 9
Cancer/ 6
Liver/ 6
Other/ 6
RegenMed/ 1
3Brain MEA/ 3
Cardiac/ 2
Kidney/ 2
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)
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)
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)
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)

Total ≈ 1,217 deep-read notes on main (+4 new LDR files from the 2026-08-24/25 cluster on top of +5 from the 2026-08-23/24 single-shot LDR burst and +2 from the 2026-08-16 Quintard 2024 + Guo 2026 clusters; the 5th 2026-08-25 commit 9aa2af4c is an in-place M touch on Tevonian + Yang files, not a new file). Robin's LDR cluster pattern is now 2 consecutive 5-commit windows (2026-08-23/24 + 2026-08-24/25), totalling 11 commits / 9 new files in 48 hours. Review/ zhou2023 computer vision + microfluidics, untracked — only counts once committed; +2 working-tree files in the new templates/ + celvivo_commercial/ directories, both untracked; +1 working-tree directory deepread_40240593/ (7 subdirs, 2026-08-24) carrying pipeline intermediate artifacts from the 5-paper burst). The 2026-08-23/24 single-shot LDR burst (5 papers at vault root) is the most recent committed deep-read cluster; the 2026-08-16 Quintard 2024 + Guo 2026 cluster remains the prior committed cluster; the 2026-08-07 / 2026-08-08 cluster (Microbioreactor + Cells) remains the prior-prior committed cluster. CelVivo, 3Brain, Cellink, and the broad Organoid/ bucket cover Robin's product KB per the wiki goal focus areas (类器官培养与设备, 3D 生物打印). The new templates/ folder signals Robin may be formalizing customer-facing deliverables (checklists / templates / sales scripts) as a separate vault subtree — the IRB application checklist is the first such artifact.

Distributor map refresh (2026-08-07)

Robin uploaded a refreshed b7f52af896c1e3a9.xlsx on 2026-08-07 11:11, producing 8 new *2026-0807.md regional files + a new 全国经销商地图-2026-0807.md index + a new product-association index (_known_associations.md) + a new _meta.json reflecting the 259-dealer tally. The 2026-07-24 baseline (*2026-0724.md × 7 + index) remains in the repo but is now stale.

What changed in the 2026-08-07 baseline vs the 2026-07-24 baseline:

Dimension 2026-07-24 (_meta.json) 2026-08-07 (全国经销商地图-2026-0807.md)
Total dealers 261 (明细表口径) 259 (公司数量汇总)
xlsx sha256 3afd448edcf3a9673848da0de2c554e6a4b22d7329b988695ca242c8bc8c10cf (re-uploaded with 8-04 同名 + 新增 2-3 家)
Region table 华北 74 / 华东 68 / 华南 62 / 山东 25 / 湖北 19 / 西北 6 / 西南 7 华北 72 / 华东 68 / 华南 62 / 山东 25 / 湖北 19 / 西北 6 / 西南 7
华北 count 74 72 (-2)
Hook 4 output (none) 4 dealer-management hooks + _known_associations.md

The numeric 261 vs 259 difference is still rooted in the 华北 表 74 vs 汇总 72 discrepancy (two unnamed companies — 序号 63 / 67 — leave the 明细表 2 rows above the 汇总表); the 2026-08-07 baseline carries the same data anomaly plus a new structural artifact: 济南成全生物科技 (曹沛起) is registered in both 华北-2026-0807.md and 山东-2026-0807.md (legitimate cross-region duplicate) — this is the only CelVivo ClinoStar agent in the 259-dealer list and is the thread Robin should follow to close the agent-dong-huiqun-celvivo open question.

_known_associations.md (2026-08-07) — product → dealer mapping

The new index file 02-Clients/Agents/_known_associations.md is the canonical hook-4 output Robin needs to evaluate before the next Chinese-region dealer visit. Key mappings surfaced (5 direct hits):

Product line 261-dealer表 命中 关联客户 / 商机
CelVivo (ClinoStar / ClinoReactor) 济南成全生物科技有限公司 (曹沛起) — registered in both 华北 + 山东 (cross-region, 2 次) 董慧群关联 (待 Robin 确认是否同公司)
FemtoBiomed (CellShot / PROLIVA) 0 direct hits (9X Bio / 汇佰生物 is the direct intermediate, not in the 261 dealer list) TriArm Therapeutics (翁靖傑, 上海 CGT/CAR-T) — 128 万 Phase1 / 8-10 至 8-14 现场 demo
3Brain (HD-MEA) 0 direct hits —
Cellink (BIO X) 0 direct hits —
西南医大 心研所 殴贤红 2 dealers: 成都百乐 (杨军, 钻石级 1亿, Bio-Rad / Sartorius / Oxford Nanopore / Cytek / Leica, 覆盖川渝黔藏) + 成都立德赛 (川渝云贵陕) (待 Robin 决策)

Hook-4 questions (Robin 优先补全, per _known_associations.md):

  1. 董慧群 is which specific technical contact at 济南成全 — or is she at a different CelVivo-代理?
  2. 西南医大 殴贤红 → 成都百乐 vs 成都立德赛 — which dealer first?
  3. 邓昊伦 (02-Contacts/) 蛇类神经方向 → 3Brain HD-MEA 拜访?
  4. 261 dealer 表 has 0 3Brain / Cellink 代理 — is the dealer list incomplete, or does Robin need to actively recruit those dealers?

Log these as a new commitment on /commitments.md (distributor-8-07-association-followup) and as updates to /open-questions.md (the agent-dong-huiqun-celvivo question now partially answered — agency identified but personal contact fields still 待补).

Notable entities surfaced by the vault (structural hints only)

  • 2026-08-23 root-level LDR burst (5 papers, single-shot entries, vault HEAD bump a4fa5a32 → fb017e4f) — largest single-day LDR cluster since the 2026-07-29 Parate / Lee / Hodge cluster; breaks the 7-fetch vault-silence streak that started after the 2026-08-16 Quintard + Guo cluster; all 5 files landed at obsidian-vault/04-Literature/Deep-Reads/ root (not in a per-vendor subfolder) on 2026-08-23/24 between 07:50 +0800 and 16:39 +0800; non-standard pattern vs the prior per-vendor subfolder discipline (every prior LDR cluster since 2026-07-28 has sorted into Organoid/ / Celvivo/ / 3Brain/ / Cells/ etc.). The 5 commits are all single-shot entries (no v2/v3 SOP rewrite cycles this cluster, unlike the 2026-08-16 Quintard 4-commit + Guo 3-commit pattern). Commit timestamps 2026-08-23 (Western time) + 2026-08-24 (UTC mtime): (a) ad4abcde 2026-08-24 feat: Ajongbolo 2025 Cells 脑类器官综述精读 (Wiki.js 1743) — Ajongbolo_2025_Cells_Brain_Organoids_Review.md, the canonical review paper of the cluster, 11,367 bytes; (b) 5f02489a 2026-08-24 feat: Kim 2025 NatCommun 液态金属 3D MEA 精读 (Wiki.js 1744) — Kim_2025_NatCommun_Liquid_Metal_3D_MEA.md, 13,567 bytes, the 3D-MEA competitor paper of the cluster; (c) 40b357b8 2026-08-24 feat: Tian 2025 NatCommun 心外膜 mTOR 精读 (Wiki.js 1745) — Tian_2025_NatCommun_Epicardium_mTOR.md, 15,578 bytes, the cardiac-epicardium paper of the cluster; (d) f2118a62 2026-08-24 feat: Aiello & Bagni 2025 biorxiv Rotating Chamber brain organoid 精读 (Wiki.js 1746) — Aiello_Bagni_2025_biorxiv_Brain_Organoid_Fluid.md, 11,731 bytes, the CelVivo-KB-derived brain-organoid CFD paper of the cluster; (e) fb017e4f 2026-08-24 feat: CelVivo App Note 2026 shear stress ClinoStar vs orbital shaker (Wiki.js 1747) — CelVivo_Shear_Stress_AppNote_2026.md, 10,145 bytes, the vendor App Note of the cluster. 3 of the 5 papers are CelVivo-aligned: the App Note (direct CelVivo document) + Aiello (CelVivo KB-sourced) + Ajongbolo review (mentions ClinoStar in the synthesis). 1 is a 3D-MEA competitor: Kim EGaIn magnetic-reshapable 3D MEA. 1 is a cardiac epicardium paper: Tian mTOR. The cluster anchors 4 of 5 to Robin's 4 vendor product lines (CelVivo=3, 3Brain-adjacent=1) plus 1 cardiac expansion. Synthesis routes into /themes/01-organoid-equipment.md (CelVivo evidence) + /themes/05-robin-research.md (vault-snapshot refresh + deep-reads breakdown) + /sources/literature.md (last-30-days table). Net-new external evidence in this run. Track on next fetch whether (a) more LDR files land in vault root (extending the root-level pattern) or migrate to per-vendor subfolders on next SOP revision, (b) the deepread_40240593/ pipeline workspace gets committed (per the Notable-entity entry below), (c) the existing MOC pattern at 04-Literature/Deep-Reads/MOCs/MOC-类器官与3D培养.md gets a 2026-08-23/24 LDR-cycle entry.
  • CelVivo App Note 2026 shear stress ClinoStar vs orbital shaker (2026-08-23, single-shot LDR entry fb017e4f, Wiki.js 1747) — obsidian-vault/04-Literature/Deep-Reads/CelVivo_Shear_Stress_AppNote_2026.md (10,145 bytes). Stougaard Borgen Løschenkohl + Sedighi Frandsen, CelVivo Application Note 2026, sourced from RAGFlow CelVivo KB (1555e5b2..., Robin 8-24 上传). The note establishes head-to-head comparison of ClinoStar® vs orbital shaker for 3D 类器官/球体培养 (HepG2/C3A 15-day + embedded Caco-2 肠 + brain organoid). Core findings: (i) low shear stress ClinoStar preserves cytoskeletal integrity — phalloidin/DAPI 染色 shows ClinoStar F-actin 排列规则 + 形态紧凑 + 细胞间内聚性强 vs orbital shaker F-actin 散布 + 形态松散 + 内聚性下降 (4x + 20x dual magnification); (ii) 15-day standardized workflow — same source cells (HepG2/C3A) + same pre-conditioning (SP5D 24孔球形板 Kugelmeiers, 1000 cells/aggregate) + same end-point assays (image + ATP + BCA + fluorescent staining + microscopy) + 3 bio-replicates per condition; (iii) multi-model transferability — embedded Caco-2 肠 + brain organoid both show ClinoStar advantage → vendor claim "low shear stress sensitive cell class (肝/肠/脑来源)" validated across 3 model systems. Net-new external evidence in this run (git-repo-1 2026-08-24). Highest commercial-relevance paper of the cluster: this is the canonical CelVivo vs-orbital-shaker competitive-killer document and is Robin's first vendor App Note deep-read (vs. 1 primary research paper + 1 review paper from prior clusters). Track on next fetch whether (a) Robin produces a deep-read synthesis page at /sources/literature-celvivo-shear-stress-appnote-2026-deepread.md mirroring the prior pattern, (b) the App Note is folded into 06-Sales/Content/Training-Materials/ (the existing CelVivo赋能培训 v1-v9 cluster could absorb the head-to-head comparison data as a new PPT module), (c) the App Note spawns a new sales commitment similar to the existing celvivo-clinoreactor-thewell-bioscience-xeno-free item.
  • Aiello & Bagni 2025 biorxiv Rotating Chamber brain organoid CFD (2026-08-23, single-shot LDR entry f2118a62, Wiki.js 1746) — obsidian-vault/04-Literature/Deep-Reads/Aiello_Bagni_2025_biorxiv_Brain_Organoid_Fluid.md (11,731 bytes). Aiello F, Bagni C et al., biorxiv preprint (the EMBO Reports submission version Aiello_Bagni_EMBO R_050325), 2026-08-24 Robin 从 CelVivo KB 找到的 PDF. The paper is the first CFD-quantified Rotating Chamber (RC) low-shear-stress study in Robin's deep-read set: (i) RC geometry: outer Ø 78.3 mm × H 24.2 mm, inner cavity Ø 37.7 mm × H 8.8 mm (reserved for organoid growth space); (ii) COMSOL Multiphysics 6.2 CFD simulation shows cavity shear stress < 20 mPa (extremely low vs. standard stirred/shaken systems) — first quantitative number on RC shear-stress field; (iii) multi-density organoid shear-stress validation — relative density 1010/1020/1030 vs medium 1000 confirms shear-stress uniformity across density range + 0-300 objects all experience stable low shear; (iv) morphological consistency — multi-batch + multi-cell-line brain organoid cultures show CV < 15% (vs static culture CV > 30%); (v) cortical cell type recapitulation (SOX2/Nestin/PAX6 + DCX + TBR1/SATB2/MAP2 multi-marker IHC) + scRNA-seq OXPHOS metabolic profiling. Net-new external evidence in this run. Vendor-anchor mapping: Aiello paper is CelVivo ClinoStar-adjacent (uses RC system which is the ClinoStar simplified geometry) + 3Brain HD-MEA-adjacent (cortical organoid electrophysiology read-out). The < 20 mPa quantitative claim is direct ammunition for the existing ClinoStar ⭐⭐⭐⭐ vendor-positioning pitch — no prior paper in Robin's deep-read set provides the quantitative CFD number for ClinoStar's low-shear-stress value proposition. Track on next fetch whether Robin produces a deep-read synthesis page; the deep-read pipeline currently does not carry an Aiello synthesis page.
  • 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 this fetch) — deepread_40240593/ is the first new untracked directory added this 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 (1-day-old at this fetch). Structural significance: (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 means Robin is producing pipeline output faster than the manual commit cycle. Carry-forward status (2026-08-24): untracked, 1-day-old at this fetch, future-commit candidate. Track on next fetch whether (a) the directory is committed, (b) more papers move through the pipeline, (c) the deepread_<PMID> vs 04-Literature/Deep-Reads/<slug> separation is formalized in vault conventions. 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.
  • Shen 2026 Chin Med J vascularized organoids review (2026-08-25, single-shot LDR entry 5907cdfc, PMID 42268296) — obsidian-vault/04-Literature/Deep-Reads/Vascularized-Organoids/Shen_2026_Chin_Med_J_Vascularized_Organoids_Review.md. Shen Y et al. Chin Med J 2026 — Chinese-language peer-reviewed vascularized organoid systematic review; companion to Tevonian 2026 in the same cluster. Vendor anchor mapping: TBD; the deep-read is in the Chinese-language journal 中华医学杂志 (English edition) which makes it a credential Chinese-hospital-academic source for Robin's active Chinese pharma R&D / CDMO customer base. Application domain: vascularized organoid — adds a 2-paper cluster to the new Vascularized-Organoids/ subfolder. The Shen 2026 review is the review-paper anchor for the new subfolder (review-type) and the Tevonian 2026 primary research paper is the research-paper anchor (primary-type). Net-new external evidence in this run. Track on next fetch whether Robin produces a deep-read synthesis page and whether the Chinese-language source yields any CelVivo-specific IRB or vascularization positioning material.
  • Zhai 2026 Sci Adv 3D skin pemphigus (2026-08-25, single-shot LDR entry 9d4767c7, PMID 41512055) — obsidian-vault/04-Literature/Deep-Reads/Skin-Organoids/Zhai_2026_Sci_Adv_3D_Skin_Pemphigus.md. Zhai T et al. Sci Adv 2026 — first 3D-skin organoid disease-modeling paper in Robin's deep-read set; net-new application domain (autoimmune dermatology + 3D skin) that Robin's existing ~22 deep-read subfolders do not cover. Vendor anchor mapping: TBD; the deep-read does not have the 9aa2af4c retrofit 5-vendor mapping (the retrofit was applied only to Tevonian + Yang); skin organoid is a candidate workflow for CelVivo ClinoReactor (long-term 3D skin culture — similar to the existing liver, brain, lung, retinal organoid applications) but the Sci Adv paper's specific ClinoReactor / ClinoStar callouts are not in the manifest entry. Application domain: 3D skin organoid + autoimmune dermatology (pemphigus) — distinct from the existing Cancer / Brain / Liver / Vascularized-Organoids / Cardiac-Organoids / Kidney / Retinal / Brain-Tumor application-domain subfolders. Net-new external evidence in this run. Synthesis routes into /themes/01-organoid-equipment.md (autoimmune dermatology adjacency to the vascularized-organoid cluster) + /commitments.md (new commitment entry). Track on next fetch whether (a) Robin produces a deep-read synthesis page, (b) the Skin-Organoids subfolder accumulates ≥3 entries to confirm a recurring application-domain pattern, (c) the Zhai paper yields Chinese cosmetic / dermatology pharma R&D positioning material that the active CRM portfolio could absorb.
  • 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 2026-08-23, 12-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 2026-08-23 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 fetches, 0 progress in the 2026-08-13 → 2026-08-23 240-hour window, 10 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 2026-08-23 fetch is still single-entry, still untracked — the structural signal continues to weaken at this fetch (12-day carry-forward with no commit, no follow-up paper landed in the subfolder across 10 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). No synthesis routes until the file is committed.
  • templates/ subfolder — first entry (2026-08-16, NEW this run) — 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: 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 (2026-08-23): untracked, 7-day carry-forward since first observation (2026-08-17 fetch — was 6-day at the 2026-08-22 fetch, 5-day at the 2026-08-21 fetch), future-commit candidate. 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). Synthesis routes into /themes/05-robin-research.md (sales ammunition pipeline section).
  • celvivo_commercial/ subfolder — first entry (2026-08-17, NEW this run) — 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: 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 (2026-08-23): untracked, single-entry, 7-day carry-forward since first observation (2026-08-17 fetch — was 6-day at the 2026-08-22 fetch, 5-day at the 2026-08-21 fetch), future-commit candidate. Track on next fetch whether (a) the file gets committed, (b) more commercial docs migrate into the directory.
  • 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 05-Documents/Products/Celvivo/Industrial-Customers/ holds CelVivo_中国工业 客户开发研究报告 (v1 + v2), 客户管线定位_1页图, and 工业客户开发手册-v3. This is a self-contained CelVivo China commercial effort.
  • CelVivo sales training cluster — 06-Sales/Content/Training-Materials/ contains a Robin稿生成通字稿 family (v3–v6), a CelVivo赋能培训 PowerPoint family (v1–v9, depth-flavored edits), and a 销售基础话术包 pair. Versions progress from 基础 → 5大管线 → 深度版 → 终稿修正 → 销量仅看.
  • 3Brain end-customer dossier set — 11+ dossiers under 03-Resources/End-Customers/ covering 神经所 (上海), 北京大学, 北京天坛医院, 浙大一附院, 中科院昆明动物所, 西南医科大学, 贵州医科大学, plus TCM accounts at 云南中医药大学 and 天津创新中药.
  • CelVivo distributor technical contact (2026-07-28, partially resolved 2026-08-07) — 02-Clients/Agents/董慧群.md is the first profile under the 02-Clients/Agents/ bucket (frontmatter type: agent, role: 代理商技术同事, products: CelVivo ClinoStar / ClinoReactor). The 2026-08-07 _known_associations.md index now identifies the CelVivo dealer as 济南成全生物科技 (曹沛起) — the only ClinoStar agent in the 259-dealer list, registered in both 华北 + 山东. Robin still needs to confirm: (a) is 董慧群 the same agency? (b) phone / WeChat / served end-customers / opportunities. The agency-side gap is now closed.
  • ITX 24h host build (first observed 2026-07-31; still untracked) — 03-Resources/ITX-24h-Host/ITX_24h_Host_v18_Config_2026-07-31.md is a top-level bucket first observed between the 2026-07-30T18:13 fetch and the 2026-07-31T18:08 fetch; it remains untracked. Single file: Robin's personal 24h server build plan for hosting Hermes Agent + AI workflow stack — mATX + i5-12400 + DDR4-2666 32G + 板载 Realtek 1Gb + Intel PRO/1000 GT 双网卡 NAS 隔离, ¥2,985.82, 10/11 parts arrived, planned hostnames/roles: 192.168.31.100 (主力机 SSH) vs 10.10.10.254 (RAGFlow / NAS RAGFlow API). Workflow-tooling priority LOW (not vendor-anchored), so it does not earn a /themes.md row, but the build remains a source-anchored personal-infra work item and was promoted to /commitments.md as itx-24h-host-build-2026-q3 (Owner: me) for the post-assembly steps (Ubuntu Server 22.04 install + 双网卡静态 IP + Hermes Agent install + 24h soak test).
  • Cells + 2026-08-08 cluster — Fernandez Vallone 2026 Cells (hiPSC brain organoids for THSDC chemical screening, NAMs platform) is the first 04-Literature/Deep-Reads/Cells/ entry. New application domain (toxicology + NAMs) compared to the prior Brain / Cancer / Liver buckets. CelVivo + 3Brain application scenarios called out in tags.
  • Microbioreactor + 2026-08-07 cluster — Rosero 2026 Front Bioeng Biotechnol Microbioreactor design Mini Review is the first 04-Literature/Deep-Reads/Microbioreactor/ entry. Cross-vendor adjacent (CelVivo ClinoStar / Cellink BIO X / FemtoBiomed CellShot). Landed in NocoDB Robin_Picked_Papers (PMID 42516424, Wiki.js ID 1696).
  • Parfitt 2024 Nat Commun (DJ1 LOF midbrain organoid + PD) — untracked file 04-Literature/Deep-Reads/Brain/2026-08-06_Parfitt_GM_et_al_NatCommun_2024_DJ1_LOF_midbrain_organoid_PD.md (15,972 bytes, mtime 2026-08-06). DJ1 LOF through astrocyte lysosomal dysfunction → AGE → α-syn → DA neuron death; CelVivo + 3Brain application scenarios in tags. Not yet on main; pending Robin commit.
  • CellSweep — referenced in the wiki goal focus areas; not surfaced as a top-level vault folder in this run, so it likely lives under Work/ or scripts/ (outside the navigation index).
  • Phase A metadata batch + first MOC (2026-08-10) — Robin ran a frontmatter-hygiene + MOC-discipline sprint on 2026-08-10: (a) d97b39ed Phase A 批量 standardized 6 deep-read notes with the 6-field frontmatter (doi / journal / year / volume / pages / authors array / pmid) — Organoids 2026 review + CelVivo PAH Metabolomics + Shin 2024 thalamocortical organoids 22q11ds + Fernandez Vallone 2026 Cells THSDC + Liu 2026 NBME shape-conformal organoid + 类器官综述_CMOS_HD_MEA_类器官电生理_2026-06-05; (b) 6b717aef MOC 方案 1 样品 created the first MOC at 04-Literature/Deep-Reads/MOCs/MOC-类器官与3D培养.md (95 lines, 沙牛《AI 时代的 Obsidian 公开课》课时 1 pattern, type: moc) and added related: back-link frontmatter to 7 papers; (c) 3b929c2f wang2024 方案 2 样品 added 7 image alt descriptions on top of the 6-field frontmatter for wang2024-org-on-chip.md. The MOC's own related: list already names [[MOC-3Brain-HD-MEA]] as the next planned MOC, plus [[02-Clients/Agents/_known_associations]] and [[02-Active-Deals/CellShot-TriArm-Demo-计划-v2-老师版-2026-07-20]], so the pattern is expected to extend. None of the changes add new external evidence — the 6 papers already existed on main; this commit set only normalizes their metadata and cross-references. The MOC creation is the first durable structural artifact on the knowledge-graph side and is worth tracking on the next git-repo fetch.

Synthesis policy for this source

  • This 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 vault HEAD bumped from fb017e4f (2026-08-24T18:05Z fetch) to 9d4767c7 (2026-08-25T18:13Z fetch) — 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 2026-08-25 cluster returns to the per-vendor / per-application-domain subfolder discipline (Tevonian → Vascularized-Organoids/ + Shen → Vascularized-Organoids/ + Yang → Cardiac-Organoids/ + Zhai → Skin-Organoids/), creating 3 NEW subfolders in 04-Literature/Deep-Reads/ (one less than the 5 papers, because Tevonian + Shen share the Vascularized-Organoids/ subfolder). The 5 commits are (a) 089177a7 Tevonian 2026 Nat Commun 血管化肝 MPS deep read (PMID 41634021) — first vascularized liver MPS paper + first file in the new Vascularized-Organoids/ subfolder; (b) 583859a8 Yang 2026 Stem Cell Res Ther cardiac organoid review (PMID 41963991) — first comprehensive cardiac organoid review + first file in the new Cardiac-Organoids/ subfolder; (c) 9aa2af4c post-publish vendor-mapping retrofit commit on Tevonian + Yang files — FIRST post-publish vendor-mapping retrofit in Robin's LDR pipeline (adds CelVivo / Cellink / Mimetas / 3Brain / Femtobiomed 5-vendor mapping + 净化 Robin mentions); (d) 5907cdfc Shen 2026 Chin Med J vascularized organoids review (PMID 42268296) — Chinese-language peer-reviewed vascularized organoid systematic review + second file in the new Vascularized-Organoids/ subfolder; (e) 9d4767c7 Zhai 2026 Sci Adv 3D skin pemphigus (PMID 41512055) — first 3D skin organoid disease-modeling paper + first file in the new Skin-Organoids/ subfolder (NEW application domain — autoimmune dermatology + 3D skin). The 2026-08-24/25 cluster differs from the prior 2026-08-23/24 cluster in three ways: (i) all 5 files landed in per-application-domain subfolders rather than at the 04-Literature/Deep-Reads/ root (return to standard subfolder discipline after the 2026-08-23/24 root-level non-standard pattern); (ii) the cluster includes a non-paper-content retrofit commit (9aa2af4c) which reflects a new SOP step not present in the prior 8 铁律 + 3 trigger modes pattern; (iii) the cluster's application-domain coverage expands into autoimmune dermatology (Zhai skin) which is the first new application-domain subfolder Robin has opened since the 2026-08-13 Review subfolder was added (and even then, Review is type-based, not application-domain-based). Vendor anchor mapping via the 9aa2af4c retrofit: 5-vendor product mapping applied retroactively to Tevonian + Yang; the prior 5-paper 2026-08-23/24 cluster (Ajongbolo + Kim + Tian + Aiello + CelVivo App Note) did NOT receive retroactive retrofit — Tevonian

    • Yang are the first LDR files to use the new post-publish vendor-mapping step. Net-new external evidence in this run (4 paper deep-reads + 1 retrofit commit) — CelVivo/Cellink/Mimetas/3Brain/Femtobiomed product mapping table is the net-new contribution. Wiki-side: 2 new automated wiki commits landed in the 2026-08-24T18:05Z → 2026-08-25T18:13Z 24-hour window — 3255613 chore: daily update 2026-08-25 (2026-08-25 02:23 +0800; per git show --stat 3255613 the commit touched 17 files 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) + 1003b92 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-25, 2026-08-25 02:30 +0800 — 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). Both commits are routine auto-orchestration: (a) the 3255613 daily update carried the synthesis-layer edits from the prior HN-1 2026-08-25T18:00Z + web-search-1 2026-08-25 (skipped) + git-repo-1 2026-08-24T18:05Z runs; the 3255613 daily update committed 17 of the prior dirty files; (b) the 1003b92 sources-sync re-applied the count-data wipe pattern on NocoDB / SeaFile / Wiki.js / RAGFlow for the eleventh consecutive sources-sync. 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. Net-new external evidence in this run: 4 new paper deep-reads (1 vascularized liver MPS primary research + 1 cardiac organoid review + 1 vascularized organoid Chinese-language review + 1 3D skin pemphigus primary research) + 1 vendor-mapping retrofit commit. New commitments added on /commitments.md: (a) tevonian-2026-vascularized-liver-mps-positioning (Mimetas OrganoPlate + CelVivo ClinoReactor + Cellink BIO X vendor mapping for vascularized liver MPS); (b) yang-2026-cardiac-organoid-review-positioning (canonical cardiac organoid review that contextualizes the Tian 2025 epicardium mTOR deep-read); (c) shen-2026-vascularized-organoid-chinese-review (Chinese-language peer-reviewed systematic review for Chinese-hospital IRB positioning); (d) zhai-2026-skin-organoid-pemphigus-positioning (first autoimmune dermatology + 3D skin entry, candidate workflow for CelVivo ClinoReactor long-term 3D skin culture). New themes-row refresh candidate for /themes.md class-organoid-3d-bioprinting: the 2026-08-24/25 5-paper cluster is the SECOND consecutive single-day 5-paper burst in 48 hours, the 2-day burst is the largest sustained 2-day research output in Robin's vault activity log, and the new application-domain subfolders (Vascularized-Organoids + Cardiac-Organoids + Skin-Organoids) materially expand the per-application-domain subfolder taxonomy. The class-organoid-3d-bioprinting row's evidence footprint is materially strengthened even with no formal row-level Last-seen refresh. Wiki edits this run: (a) /sources/git-repo.md (this page) — refreshed frontmatter HEAD pointers (vault HEAD fb017e4f → 9d4767c7, wiki HEAD 127c2dc → 1003b92, tags + 2026-08-25, timestamp → 2026-08-25T18:13:00Z), refreshed the Connector / State section to the new 2026-08-25T18-13-42-494Z raw manifest, refreshed the obsidian-vault working-tree-status section to 2026-08-25 (5 new vault commits, Review/ 13-day → 14-day carry-forward + templates/ + celvivo_commercial/ 8-day → 9-day carry-forward + deepread_40240593/ 1-day → 2-day carry-forward), refreshed the openwiki-wiki working-tree-status section to 2026-08-25 (2 new automated wiki commits + 11 uncommitted synthesis- layer edits per the manifest changedFiles list — +3 vs the 8-dirty-file baseline at the 2026-08-24 fetch because the 3255613 daily update added 3 newly dirty files: index.md + quickstart.md + sources/git-repo.md vs the 2026-08-24 prior baseline), added 5 new entries at the top of the Recent-commits-for-vault table (9d4767c7 Zhai + 5907cdfc Shen + 9aa2af4c vendor-mapping retrofit + 583859a8 Yang + 089177a7 Tevonian), added 2 new entries at the top of the Recent-commits-for-wiki table (1003b92 sources-sync 2026-08-25 + 3255613 daily update 2026-08-25), refreshed the Summary-of-last-48-hours table to add the 2026-08-24T18:05Z → 2026-08-25T18:13Z window data (5 vault commits / 2 wiki commits / operational row noting the eleventh consecutive sources-sync re-applying the count-data wipe pattern + the SECOND 5-paper LDR burst detail), refreshed the 04-Literature/Deep-Reads/ breakdown table (added 3 new subfolders Vascularized-Organoids/ + Cardiac-Organoids/
    • Skin-Organoids/ + bumped total 1,212 → 1,217 + Review/ 13-day → 14-day + celvivo_commercial/ + templates/ 8-day → 9-day carry-forward), added 7 new entries to the Notable-entity section (the 2026-08-24/25 cluster overview + 4 individual paper entries + 9aa2af4c retrofit pattern entry + Review/ 13 → 14-day carry-forward bump); refreshed the Synthesis-policy section with this run's delta summary (the old 2026-08-24 "This run" was demoted to "Previous run" and the new "This run" reflects the 2026-08-24/25 SECOND consecutive 5-paper LDR burst); (b) /themes/05-robin-research.md — vault-snapshot metadata refreshed (fetch timestamp → 2026-08-25T18:13:00Z, raw-manifest path → the new 2026-08-25T18-13-42-494Z manifest, HEAD bumped fb017e4f → 9d4767c7, the SECOND 5-paper LDR burst noted in the cluster section + 3 new subfolders + the 9aa2af4c retrofit pattern); (c) /commitments.md — added 4 new commitment entries corresponding to the 4 new LDR papers (each with Owner: me + Source: git-repo-1 2026-08-25 + Status: open); (d) /sources/literature.md — added 4 new rows to the "Last 30 days of deep reads" table under a new 2026-08-25 subsection; (e) /quickstart.md — added this "Latest update — git-repo-1 (2026-08-25T18:13Z)" paragraph; updated the Backlog git-repo entry to reflect the new wiki HEAD 1003b92 + 2 new automated wiki commits + the carry-forward 11 uncommitted synthesis-layer edits + the eleventh consecutive sources-sync note + the SECOND 5-paper LDR burst detail; (f) /sources/README.md — refreshed Active connectors Git repo row + Connector roll Git repo row to mention the 2026-08-25 18:13 UTC fetch + the eleventh consecutive sources-sync + the 5 new vault commits + the 3 new subfolders. No new /themes.md row added — the existing class-organoid-3d-bioprinting row's evidence footprint is materially strengthened (10 papers in 48 hours, 3 new application-domain subfolders) but the theme row already covers the same general topic; per scope discipline, theme-row additions require a topic-key that doesn't already exist; (the recurrent nature of the LDR burst — 2 consecutive 5-paper clusters in 48 hours — is the strongest evidence to date that Robin has entered a "research-sprint mode" that might justify a future robin-research-sprint-2026-08-23-25 watchlist row, but such a row would be too transient for the durable /themes.md index). No /open-questions.md row added — none of the 4 new LDR papers surfaces a new memory/wiki gap; the existing 5 active open questions (agent-dong-huiqun-celvivo / liu-2026-rogers-lab-vs-3brain-relationship / chengdu-baile-vs-lidesai-for-ou-xianhong / distributors-3brain-cellink- zero-coverage / sharma-2026-retinal-organoid-mea-cross-sell) carry forward unchanged. No /personal-logistics.md item — the vault delta is work-side only.
  • This run (2026-08-24, git-repo-1 18:05Z): 5 new vault commits Cells brain organoid review (Wiki.js 1743); (b) 5f02489a Kim 2025 Nat Commun EGaIn liquid-metal 3D MEA (Wiki.js 1744); (c) 40b357b8 Tian 2025 Nat Commun hiPSC epicardium mTOR maturation (Wiki.js 1745); (d) f2118a62 Aiello & Bagni 2025 biorxiv Rotating Chamber brain organoid CFD (Wiki.js 1746, CelVivo KB-derived); (e) fb017e4f CelVivo App Note 2026 shear stress ClinoStar vs orbital shaker (Wiki.js 1747). All 5 files landed at obsidian-vault/04-Literature/Deep-Reads/ root (not in a per-vendor subfolder — non-standard pattern, see Notable-entity § "2026-08-23 root-level LDR burst"). Vendor-anchor mapping: 3 CelVivo-aligned (App Note + Aiello + Ajongbolo review) + 1 3Brain-adjacent (Kim EGaIn 3D MEA) + 1 cardiac epicardium (Tian mTOR, no vendor callouts). 1 new untracked directory appeared in the working tree this fetch — deepread_40240593/ (7 subdirs: 5 PMID-named + 2 slug-named that exactly map to the Aiello + CelVivo App Note papers; the new directory is Robin's LDR pipeline intermediate-artifact workspace, see Notable-entity). The 2 prior untracked directories (celvivo_commercial/ + templates/) and the Review/zhou2023_computer_vision_microfluidics.md first-entry-in-Review/-subfolder carry forward unchanged from the prior fetch (now 8-day carry-forward for celvivo_commercial/ + templates/; 13-day carry-forward + 11 fetches silent for the Review/ file). Wiki-side: 2 new automated wiki commits landed in the 24-hour window — 9cc5e63 chore: daily update 2026-08-24 (2026-08-24 02:23 +0800) + 127c2dc chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-24, 2026-08-24 02:30 +0800) — advancing wiki HEAD from a9568d8 (2026-08-23T18:11Z fetch) to 127c2dc. Both commits are routine auto-orchestration: (a) the 9cc5e63 daily update carried the synthesis-layer edits from the prior HN-1 2026-08-23T18:00Z + web-search-1 2026-08-23 (skipped) + git-repo-1 2026-08-23T18:11Z runs; the 9cc5e63 daily update committed sources/git-repo.md + sources/hackernews.md + sources/index.md + sources/openwiki-version-drift.md + sources/web-search.md + themes/05-robin-research.md from the 2026-08-23 dirty set; (b) the 127c2dc sources-sync re-applied the count-data wipe pattern on NocoDB / SeaFile / Wiki.js / RAGFlow for the tenth 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). Net-new external evidence in this run: 5 new paper deep-reads (1 vendor App Note + 4 primary research papers / 1 review / 1 preprint) — all committed to main. Net-new working-tree artifact: deepread_40240593/ pipeline-workspace directory (1 new untracked dir). New commitments added on /commitments.md: (a) celvivo-app-note-2026-clinostar-vs-orbital-shaker-positioning (fold the head-to-head shear-stress comparison into the ClinoStar sales narrative + into the existing CelVivo赋能培训 cluster); (b) aiello-2025-rc-cfd-clinostar-positioning (the < 20 mPa quantitative number is direct ClinoStar value-prop ammunition); (c) kim-2025-egain-3d-mea-vs-3brain-positioning (next-gen HD-MEA field consolidation: Liu 2026 Rogers Lab + Kim 2025 EGaIn + 3Brain Accura-3D); (d) ajongbolo-2025-brain-organoid-review-cluster (pair with the existing Organoids 2026 review to anchor brain-organoid review lane); (e) tian-2025-epicardium-mtor-cardiac-expansion (first cardiac-epicardium paper in deep-read set; no vendor callouts). New themes-row refresh candidate for /themes.md class-organoid-3d-bioprinting row: the 5-paper burst is the largest single-day cluster since 2026-07-29 + breaks the 7-fetch silence; 3 of the 5 papers directly reference CelVivo ClinoStar or 3Brain, validating the recurring-signal evidence footprint. Track on next fetch whether (a) the deepread_40240593/ directory gets committed (currently untracked, 1-day-old); (b) any of the 5 new LDR files get a wiki-side synthesis page (none currently in /sources/literature-* naming pattern). Wiki edits this run: (a) /sources/git-repo.md (this page) — refreshed frontmatter HEAD pointers (vault HEAD a4fa5a32 → fb017e4f, wiki HEAD a9568d8 → 127c2dc, tags + 2026-08-24, timestamp → 2026-08-24T18:05:00Z), refreshed the Connector / State section to the new 2026-08-24T18-05-31-919Z raw manifest, refreshed the obsidian-vault working-tree-status section to 2026-08-24 (5 new vault commits, 1 new untracked dir deepread_40240593/, celvivo_commercial/ + templates/ 7-day → 8-day carry-forward, Review/ 12-day → 13-day + 10 fetches silent → 11 fetches silent), refreshed the openwiki-wiki working-tree-status section to 2026-08-24 (2 new automated wiki commits + 8 uncommitted synthesis-layer edits per the manifest changedFiles list), added 2 new entries at the top of the Recent-commits-for-vault table (5 new vault commits) + 2 new entries at the top of the Recent-commits-for-wiki table (127c2dc sources-sync 2026-08-24

    • 9cc5e63 daily update 2026-08-24), refreshed the Summary-of-last-48-hours table to add the 2026-08-23T18:11Z → 2026-08-24T18:05Z window data (5 vault commits / 2 wiki commits / operational row noting the tenth consecutive sources-sync re-applying the count-data wipe pattern
    • the 5-paper LDR burst detail), refreshed the 04-Literature/Deep-Reads/ breakdown table (added the root-level 5-file entry + bumped Review/ 12 → 13-day + celvivo_commercial/ + templates/ 7 → 8-day carry-forward + total 1,207 → 1,212), added 7 new entries to the Notable-entity section (the 2026-08-23 root-level LDR burst overview + 5 individual paper entries + the deepread_40240593/ pipeline workspace entry), refreshed the Synthesis-policy section with this run's delta summary (the old 2026-08-23 "This run" was demoted to "Previous run (2026-08-23, git-repo-1 18:11Z)" and the new "This run" reflects the 5-paper LDR burst); (b) /themes/05-robin-research.md — vault-snapshot metadata refreshed (fetch timestamp → 2026-08-24T18:05:00Z, raw-manifest path → the new 2026-08-24T18-05-31-919Z manifest, HEAD bumped a4fa5a32 → fb017e4f, the 5-paper LDR burst noted in the cluster section, the 04-Literature/Deep-Reads/ breakdown table updated with the root-level 5-file entry + total 1,207 → 1,212, celvivo_commercial/ + templates/ 7-day → 8-day carry-forward + Review/ 12-day → 13-day + 10 fetches silent → 11 fetches silent); (c) /commitments.md — added 5 new commitment entries corresponding to the 5 new LDR papers (each with Owner: me + Source: git-repo-1 2026-08-24 + Status: open); (d) /sources/literature.md — added 5 new rows to the "Last 30 days of deep reads" table under a new 2026-08-23 subsection; (e) /quickstart.md — added this "Latest update — git-repo-1 (2026-08-24T18:05Z)" paragraph; updated the Backlog git-repo entry to reflect the new wiki HEAD 127c2dc + 2 new automated wiki commits + the carry-forward 8 uncommitted synthesis-layer edits
    • the tenth consecutive sources-sync note + the 5-paper LDR burst detail; (f) /sources/README.md — refreshed Active connectors Git repo row + Connector roll Git repo row to mention the 2026-08-24 18:05 UTC fetch + the tenth consecutive sources-sync. No /themes.md row change — the 5-paper LDR burst strengthens the existing class-organoid-3d-bioprinting evidence footprint (3 of 5 papers vendor-aligned to CelVivo + 3Brain) but does not warrant a new theme row at this fetch (single-day burst, no recurrence yet); if a 2026-08-25 fetch surfaces another deep-read cluster, that becomes the recurrence trigger for a theme-row promotion.
  • Previous run (2026-08-23, git-repo-1 18:11Z): 0 new vault commits in the 2026-08-22T18:13Z → 2026-08-23T18:11Z 24-hour window — the vault HEAD is unchanged at a4fa5a32 for the 7th consecutive fetch (the 2026-08-16 Quintard 2024 Nat Commun 4-commit LDR cycle

    • Guo 2026 Front Cell Dev Biol 3-commit LDR cycle remain the most recent vault activity, 7 calendar days stale at this fetch). 0 new vault mtime changes — the 2 untracked directories (celvivo_commercial/ + templates/) and the 23+ untracked files from the 2026-08-17T18:09Z fetch carry forward unchanged. The Review/zhou2023_computer_vision_microfluidics.md first-entry in the new Review/ subfolder is 12-day carry-forward at this fetch (uncommitted since 2026-08-11); the structural signal for Review/ continues to weaken per the Notable-entity entry (the subfolder has been a single-entry watchlist since 2026-08-13, now 10 fetches silent). Wiki-side: 2 new automated wiki commits landed in the 24-hour window — 8f8f767 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-23, 2026-08-23 02:30 +0800) + a9568d8 chore: daily update 2026-08-23 (2026-08-23 02:29 +0800) — advancing wiki HEAD from 43d4548 (2026-08-22T18:13Z fetch) to a9568d8. Both commits are routine auto-orchestration: (a) the a9568d8 daily update 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; the a9568d8 daily update committed sources/git-repo.md + sources/index.md + sources/nocodb.md + sources/ragflow.md + sources/seafile.md
    • sources/wikijs.md + themes/05-robin-research.md from the 2026-08-22 dirty set, reducing the uncommitted-file count from 9 → 6; (b) the 8f8f767 sources-sync re-applied the count-data wipe pattern on NocoDB / SeaFile / Wiki.js / RAGFlow for the ninth 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). No new external evidence in this run (vault silent), no new theme row, no new commitment row, no new open-question row, no new personal-logistics item — the synthesis layer is unchanged. Wiki edits this run: (a) /sources/git-repo.md (this page) — refreshed frontmatter HEAD pointers (vault HEAD unchanged at a4fa5a32, wiki HEAD 43d4548 → a9568d8, tags + 2026-08-23, timestamp → 2026-08-23T18:11:00Z), refreshed the Connector / State section to the new 2026-08-23T18-11-34-883Z raw manifest, refreshed the obsidian-vault working-tree-status section to 2026-08-23 (0 new commits, 0 new mtime changes, untracked set unchanged; Review/ 11-day → 12-day + templates/ + celvivo_commercial/ 6-day → 7-day carry-forward), refreshed the openwiki-wiki working-tree-status section to 2026-08-23 (2 new automated wiki commits + 6 uncommitted synthesis-layer edits, down from 9 at the 2026-08-22T18:13Z fetch because a9568d8 committed 7 of the prior 9 dirty files), added 2 new entries at the top of the Recent-commits-for-wiki table (a9568d8 daily update 2026-08-23 + 8f8f767 sources-sync 2026-08-23), refreshed the Summary-of-last-48-hours table to add the 2026-08-22T18:13Z → 2026-08-23T18:11Z window data (0 vault commits / 2 wiki commits / operational row noting the ninth consecutive sources-sync re-applying the count-data wipe pattern), refreshed the Notable-entity Review/ entry (11-day → 12-day carry- forward, 9 fetches silent → 10 fetches silent) + bumped templates/ + celvivo_commercial/ 6-day → 7-day + refreshed the 04-Literature/Deep-Reads/ breakdown table, refreshed the Synthesis-policy section with this run's delta summary; (b) /themes/05-robin-research.md — vault-snapshot metadata refreshed (fetch timestamp → 2026-08-23T18:11:00Z, raw-manifest path → the new 2026-08-23T18-11-34-883Z manifest); the vault HEAD pointer stays a4fa5a32 (unchanged across the 2026-08-17 + 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 + 2026-08-23 fetches); Review/ 11-day → 12-day carry-forward; Templates/ + CelVivo-commercial/ 6-day → 7-day; (c) /quickstart.md — added the "Latest update — git-repo-1 (2026-08-23T18:11Z)" paragraph; updated the Backlog git-repo entry to reflect the new wiki HEAD a9568d8 + 2 new automated wiki commits + 6 uncommitted synthesis-layer edits (down from 9 at the prior fetch because a9568d8 committed 7 of the prior 9 dirty files) + the ninth consecutive sources-sync note; (d) /sources/README.md — refreshed Active connectors Git repo row + Connector roll Git repo row to mention the 2026-08-23 18:11 UTC fetch + the ninth consecutive sources-sync. No /themes.md row change, no /commitments.md row, no /open-questions.md row, no /personal-logistics.md item — the vault delta is empty and the wiki delta is automated maintenance only. The "vault is silent on a 24-hour window" pattern continues to be normal cadence for Robin's workflow (the 2026-08-13 + 2026-08-15 + 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 fetches were also 0-new-vault-commits daily-cycle follow-ups; the 2026-08-23 fetch makes it 8 consecutive 0-new-vault-commit fetches). The synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the wiki-side automated maintenance commits.
  • Previous run (2026-08-22, git-repo-1 18:13Z): 0 new vault commits in the 2026-08-21T18:09Z → 2026-08-22T18:13Z 24-hour window — the vault HEAD is unchanged at a4fa5a32 for the 6th consecutive fetch (the 2026-08-16 Quintard 2024 Nat Commun 4-commit LDR cycle

    • Guo 2026 Front Cell Dev Biol 3-commit LDR cycle remain the most recent vault activity, 6 calendar days stale at this fetch). 0 new vault mtime changes — the 2 untracked directories (celvivo_commercial/ + templates/) and the 23+ untracked files from the 2026-08-17T18:09Z fetch carry forward unchanged. The Review/zhou2023_computer_vision_microfluidics.md first-entry in the new Review/ subfolder is 11-day carry-forward at this fetch (uncommitted since 2026-08-11); the structural signal for Review/ continues to weaken per the Notable-entity entry (the subfolder has been a single-entry watchlist since 2026-08-13, now 9 fetches silent). Wiki-side: 2 new automated wiki commits landed in the 24-hour window — d8e2277 chore: daily update 2026-08-22 (2026-08-22 02:23 +0800) + 43d4548 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-22, 2026-08-22 02:30 +0800) — advancing wiki HEAD from f6c2576 (2026-08-21T18:09Z fetch) to 43d4548. Both commits are routine auto-orchestration: (a) the d8e2277 daily update carried 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; (b) the 43d4548 sources-sync re-applied the count-data wipe pattern on NocoDB / SeaFile / Wiki.js / RAGFlow for the eighth 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). No new external evidence in this run (vault silent), no new theme row, no new commitment row, no new open-question row, no new personal-logistics item — the synthesis layer is unchanged. Wiki edits this run: (a) /sources/git-repo.md (this page) — refreshed frontmatter HEAD pointers (vault HEAD unchanged at a4fa5a32, wiki HEAD f6c2576 → 43d4548, tags + 2026-08-22, timestamp → 2026-08-22T18:13:00Z), refreshed the Connector / State section to the new 2026-08-22T18-13-00-193Z raw manifest, refreshed the obsidian-vault working-tree-status section to 2026-08-22 (0 new commits, 0 new mtime changes, untracked set unchanged; Review/ 10-day → 11-day + templates/ + celvivo_commercial/ 5-day → 6-day carry-forward), refreshed the openwiki-wiki working-tree-status section to 2026-08-22 (2 new automated wiki commits + 9 uncommitted synthesis-layer edits, the same dirty count as the 2026-08-21T18:09Z fetch), added 2 new entries at the top of the Recent-commits-for-wiki table (43d4548 sources-sync 2026-08-22 + d8e2277 daily update 2026-08-22), refreshed the Summary-of-last-48-hours table to add the 2026-08-21T18:09Z → 2026-08-22T18:13Z window data (0 vault commits / 2 wiki commits / operational row noting the eighth consecutive sources-sync re-applying the count-data wipe pattern), refreshed the Notable-entity Review/ entry (10-day → 11-day carry- forward, 8 fetches silent → 9 fetches silent) + bumped templates/ + celvivo_commercial/ 5-day → 6-day, refreshed the Synthesis-policy section with this run's delta summary; (b) /themes/05-robin-research.md — vault-snapshot metadata refreshed (fetch timestamp → 2026-08-22T18:13:00Z, raw-manifest path → the new 2026-08-22T18-13-00-193Z manifest); the vault HEAD pointer stays a4fa5a32 (unchanged across the 2026-08-17 + 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 + 2026-08-22 fetches); Review/ 10-day → 11-day carry-forward; Templates/ + CelVivo-commercial/ 5-day → 6-day; (c) /quickstart.md — added the "Latest update — git-repo-1 (2026-08-22T18:13Z)" paragraph; updated the Backlog git-repo entry to reflect the new wiki HEAD 43d4548 + 2 new automated wiki commits + 9 uncommitted synthesis-layer edits (same count as prior fetch) + the eighth consecutive sources-sync note; (d) /sources/README.md — refreshed Active connectors Git repo row + Connector roll Git repo row to mention the 2026-08-22 18:13 UTC fetch + the eighth consecutive sources-sync. No /themes.md row change, no /commitments.md row, no /open-questions.md row, no /personal-logistics.md item — the vault delta is empty and the wiki delta is automated maintenance only. The "vault is silent on a 24-hour window" pattern continues to be normal cadence for Robin's workflow (the 2026-08-13 + 2026-08-15 + 2026-08-18 + 2026-08-19 + 2026-08-20 + 2026-08-21 fetches were also 0-new-vault-commits daily-cycle follow-ups; the 2026-08-22 fetch makes it 7 consecutive 0-new-vault-commit fetches). The synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the wiki-side automated maintenance commits.
  • Previous run (2026-08-21, git-repo-1 18:09Z): 0 new vault commits in the 2026-08-20T18:09Z → 2026-08-21T18:09Z 24-hour window — the vault HEAD is unchanged at a4fa5a32 for the 5th consecutive fetch (the 2026-08-16 Quintard 2024 Nat Commun 4-commit LDR cycle

    • Guo 2026 Front Cell Dev Biol 3-commit LDR cycle remain the most recent vault activity, 5 calendar days stale at this fetch). 0 new vault mtime changes — the 2 untracked directories (celvivo_commercial/ + templates/) and the 23+ untracked files from the 2026-08-17T18:09Z fetch carry forward unchanged. The Review/zhou2023_computer_vision_microfluidics.md first-entry in the new Review/ subfolder is 10-day carry-forward at this fetch (uncommitted since 2026-08-11); the structural signal for Review/ continues to weaken per the Notable-entity entry (the subfolder has been a single-entry watchlist since 2026-08-13, now 8 fetches silent). Wiki-side: 2 new automated wiki commits landed in the 24-hour window — b6dc337 chore: daily update 2026-08-21 (2026-08-21 02:27 +0800) + f6c2576 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-21, 2026-08-21 02:30 +0800) — advancing wiki HEAD from bd30339 (2026-08-20T18:09Z fetch) to f6c2576. Both commits are routine auto-orchestration: (a) the b6dc337 daily update carried 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; the b6dc337 daily update committed sources/index.md from the 2026-08-20 dirty set (reducing uncommitted-file count from 10 → 9 at this fetch); (b) the f6c2576 sources-sync re-applied the count-data wipe pattern on NocoDB / SeaFile / Wiki.js / RAGFlow for the seventh 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). No new external evidence in this run (vault silent), no new theme row, no new commitment row, no new open-question row, no new personal-logistics item — the synthesis layer is unchanged. Wiki edits this run: (a) /sources/git-repo.md (this page) — refreshed frontmatter HEAD pointers (vault HEAD unchanged at a4fa5a32, wiki HEAD dcb53a2 → bd30339, tags + 2026-08-20, timestamp → 2026-08-20T18:09:15Z), refreshed the Connector / State section to the new 2026-08-20T18-09-15-122Z raw manifest, refreshed the obsidian-vault working-tree-status section to 2026-08-20 (0 new commits, 0 new mtime changes, untracked set unchanged; Review/ 8-day → 9-day + templates/ + celvivo_commercial/ 3-day → 4-day carry-forward), refreshed the openwiki-wiki working-tree-status section to 2026-08-20 (2 new automated wiki commits + the carry-forward 10 uncommitted synthesis-layer edits), added 2 new entries at the top of the Recent-commits-for-wiki table (bd30339 sources-sync 2026-08-20 + a44f284 daily update 2026-08-20), refreshed the Summary-of-last-48-hours table to add the 2026-08-19T18:08Z → 2026-08-20T18:09Z window data (0 vault commits / 2 wiki commits / operational row noting the sixth consecutive sources-sync re-applying the count-data wipe pattern), refreshed the Notable-entity Review/ entry (8-day → 9-day carry- forward, 6 fetches silent → 7 fetches silent) + bumped templates/ + celvivo_commercial/ 3-day → 4-day, refreshed the Synthesis-policy section with this run's delta summary; (b) /themes/05-robin-research.md — vault-snapshot metadata refreshed (fetch timestamp → 2026-08-20T18:09:15Z, raw-manifest path → the new 2026-08-20T18-09-15-122Z manifest); the vault HEAD pointer stays a4fa5a32 (unchanged across the 2026-08-17 + 2026-08-18 + 2026-08-19 + 2026-08-20 fetches); Review/ 8-day → 9-day carry-forward; Templates/ + CelVivo-commercial/ 3-day → 4-day; (c) /quickstart.md — added the "Latest update — git-repo-1 (2026-08-20T18:09Z)" paragraph; updated the Backlog git-repo entry to reflect the new wiki HEAD bd30339 + 2 new automated wiki commits + the carry-forward 10 uncommitted files + the sixth consecutive sources-sync note; (d) /sources/README.md — refreshed Active connectors Git repo row + Connector roll Git repo row to mention the 2026-08-20 18:09 UTC fetch + the sixth consecutive sources-sync. No /themes.md row change, no /commitments.md row, no /open-questions.md row, no /personal-logistics.md item — the vault delta is empty and the wiki delta is automated maintenance only. The "vault is silent on a 24-hour window" pattern continues to be normal cadence for Robin's workflow (the 2026-08-13 + 2026-08-15 + 2026-08-18 + 2026-08-19 fetches were also 0-new-vault-commits daily-cycle follow-ups; the 2026-08-20 fetch makes it 5 consecutive 0-new-vault-commit fetches). The synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the wiki-side automated maintenance commits.
  • Previous run (2026-08-19, git-repo-1 18:08Z): 0 new vault commits in the 2026-08-18T18:10Z → 2026-08-19T18:08Z 24-hour window — the vault HEAD is unchanged at a4fa5a32 for the 3rd consecutive fetch (the 2026-08-16 Quintard 2024 Nat Commun 4-commit LDR cycle

    • Guo 2026 Front Cell Dev Biol 3-commit LDR cycle remain the most recent vault activity, 3 calendar days stale at this fetch). 0 new vault mtime changes — the 2 untracked directories (celvivo_commercial/ + templates/) and the 23+ untracked files from the 2026-08-17T18:09Z fetch carry forward unchanged. The Review/zhou2023_computer_vision_microfluidics.md first-entry in the new Review/ subfolder is 8-day carry-forward at this fetch (uncommitted since 2026-08-11); the structural signal for Review/ continues to weaken per the Notable-entity entry (the subfolder has been a single-entry watchlist since 2026-08-13, now 6 fetches silent). Wiki-side: 2 new automated wiki commits landed in the 24-hour window — 7e904ec chore: daily update 2026-08-19 (2026-08-19 02:23 +0800) + dcb53a2 chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-19, 2026-08-19 02:30 +0800) — advancing wiki HEAD from 1fc73ae (2026-08-18T18:10Z fetch) to dcb53a2. Both commits are routine auto-orchestration: (a) the 7e904ec daily update carried 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); (b) the dcb53a2 sources-sync re-applied the count-data wipe pattern on NocoDB / SeaFile / Wiki.js / RAGFlow for the fifth consecutive sources-sync (after 2026-08-15 2507925 + 2026-08-16 997b648 + 2026-08-17 be49285 + 2026-08-18 1fc73ae). No new external evidence in this run (vault silent), no new theme row, no new commitment row, no new open-question row, no new personal-logistics item — the synthesis layer is unchanged. Wiki edits this run: (a) /sources/git-repo.md (this page) — refreshed frontmatter HEAD pointers (vault HEAD unchanged at a4fa5a32, wiki HEAD 1fc73ae → dcb53a2, tags + 2026-08-19, timestamp → 2026-08-19T18:08:24Z), refreshed the Connector / State section to the new 2026-08-19T18-08-24-164Z raw manifest, refreshed the obsidian-vault working-tree-status section to 2026-08-19 (0 new commits, 0 new mtime changes, untracked set unchanged), refreshed the openwiki-wiki working-tree-status section to 2026-08-19 (2 new automated wiki commits + the carry-forward 10 uncommitted synthesis-layer edits — sources/index.md re-appears as dirty in the working tree at this fetch), added 2 new entries at the top of the Recent-commits-for-wiki table (dcb53a2 + 7e904ec), refreshed the Summary-of-last-48-hours table to add the 2026-08-18T18:10Z → 2026-08-19T18:08Z window data (0 vault commits / 2 wiki commits / operational row noting the fifth consecutive sources-sync re-applying the count-data wipe pattern), refreshed the Synthesis-policy section with this run's delta summary; (b) /themes/05-robin-research.md — vault-snapshot metadata refreshed (fetch timestamp → 2026-08-19T18:08:24Z, raw-manifest path → the new 2026-08-19T18-08-24-164Z manifest); the vault HEAD pointer stays a4fa5a32 (unchanged across the 2026-08-17 + 2026-08-18 + 2026-08-19 fetches); (c) /quickstart.md — added the "Latest update — git-repo-1 (2026-08-19T18:08Z)" paragraph; updated the Backlog git-repo entry to reflect the new wiki HEAD dcb53a2 + 2 new automated wiki commits + the carry-forward 10 uncommitted files + the fifth consecutive sources-sync note. No /themes.md row change, no /commitments.md row, no /open-questions.md row, no /personal-logistics.md item — the vault delta is empty and the wiki delta is automated maintenance only. The "vault is silent on a 24-hour window" pattern continues to be normal cadence for Robin's workflow (the 2026-08-13 + 2026-08-15 + 2026-08-18 fetches were also 0-new-vault-commits daily-cycle follow-ups; the 2026-08-19 fetch made it 4 consecutive 0-new-vault-commit fetches). The synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the wiki-side automated maintenance commits.
  • Previous run (2026-08-18, git-repo-1 18:10Z): 0 new vault commits in the 2026-08-17T18:09Z → 2026-08-18T18:10Z 24-hour window — the vault HEAD is unchanged at a4fa5a32 (the 2026-08-16 Quintard 2024 Nat Commun 4-commit LDR cycle + Guo 2026 Front Cell Dev Biol 3-commit LDR cycle remain the most recent vault activity, 2 calendar days stale at this fetch). 0 new vault mtime changes — the 2 untracked directories (celvivo_commercial/ + templates/) and the 23+ untracked files from the 2026-08-17T18:09Z fetch carry forward unchanged. The Review/zhou2023_computer_vision_microfluidics.md first-entry in the new Review/ subfolder is 7-day carry-forward at this fetch (uncommitted since 2026-08-11); the structural signal for Review/ continues to weaken per the Notable-entity entry (the subfolder has been a single-entry watchlist since 2026-08-13). Wiki-side: 2 new automated wiki commits landed in the 24-hour window — 8127797 chore: daily update 2026-08-18 (2026-08-18 02:23 +0800) + 1fc73ae chore(sources): refresh NocoDB/SeaFile/Wiki.js/RAGFlow counts (sources-sync 2026-08-18, 2026-08-18 02:30 +0800) — advancing wiki HEAD from be49285 (2026-08-17T18:09Z fetch) to 1fc73ae. Both commits are routine auto-orchestration: (a) the 8127797 daily update carried the synthesis-layer edits from the prior HN-1 2026-08-18T18:00Z run + this git-repo-1 2026-08-17T18:09Z run (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); (b) the 1fc73ae sources-sync re-applied the count-data wipe pattern on NocoDB / SeaFile / Wiki.js / RAGFlow for the fourth consecutive sources-sync (after 2026-08-15 2507925 + 2026-08-16 997b648 + 2026-08-17 be49285). No new external evidence in this run (vault silent), no new theme row, no new commitment row, no new open-question row, no new personal-logistics item — the synthesis layer is unchanged. Wiki edits this run: (a) /sources/git-repo.md (this page) — refreshed frontmatter HEAD pointers (vault HEAD unchanged at a4fa5a32, wiki HEAD be49285 → 1fc73ae, tags + 2026-08-18, timestamp → 2026-08-18T18:10:12Z), refreshed the Connector / State section to the new 2026-08-18T18-10-12-916Z raw manifest, refreshed the obsidian-vault working-tree-status section to 2026-08-18 (0 new commits, 0 new mtime changes, untracked set unchanged), refreshed the openwiki-wiki working-tree-status section to 2026-08-18 (2 new automated wiki commits + the carry-forward 9 uncommitted synthesis-layer edits), added 2 new entries at the top of the Recent-commits-for-wiki table (1fc73ae + 8127797), refreshed the Summary-of-last-48-hours table to add the 2026-08-17T18:09Z → 2026-08-18T18:10Z window data (0 vault commits / 2 wiki commits / operational row noting the fourth consecutive sources-sync re-applying the count-data wipe pattern), refreshed the Synthesis-policy section with this run's delta summary; (b) /themes/05-robin-research.md — vault-snapshot metadata refreshed (fetch timestamp → 2026-08-18T18:10:12Z, raw-manifest path → the new 2026-08-18T18-10-12-916Z manifest); the vault HEAD pointer stays a4fa5a32 (unchanged across both 2026-08-17 and 2026-08-18 fetches); (c) /quickstart.md — added the "Latest update — git-repo-1 (2026-08-18T18:10Z)" paragraph; updated the Backlog git-repo entry to reflect the new wiki HEAD 1fc73ae + 2 new automated wiki commits + the carry-forward 9 uncommitted files + the fourth consecutive sources-sync note. No /themes.md row change, no /commitments.md row, no /open-questions.md row, no /personal-logistics.md item — the vault delta is empty and the wiki delta is automated maintenance only. The "vault is silent on a 24-hour window" pattern continues to be normal cadence for Robin's workflow (the 2026-08-13 fetch was also a 0-new-vault-commits daily-cycle follow-up; the 2026-08-15 fetch was also a 0-new-vault- commits daily-cycle follow-up). The synthesis layer (themes / commitments / open-questions / personal-logistics) is independent of the wiki-side automated maintenance commits.
  • Previous run (2026-08-17, git-repo-1 18:09Z): 7 new vault commits landed in the 2026-08-15T18:07Z → 2026-08-17T18:09Z window — the vault HEAD bumped from 297f106d (the 2026-08-12 Liang 2026 cluster) to a4fa5a32 (the 2026-08-16 Quintard 2024 + Guo 2026 cluster). The cluster breaks down as: (a) Quintard 2024 Nat Commun 4-commit LDR cycle (0fc8db24 adds 189 lines → 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) on obsidian-vault/Literature/Deep-Reads/Organoid/quintard_2024_vasorganoid_chip.md; (b) Guo 2026 Front Cell Dev Biol 3-commit LDR cycle (2e6f5989 adds 170 lines → 00f824f2 -v2 修图床 (加 2 张 Wiki.js 自带图) → a4fa5a32 -v3 补 Fig 1) on obsidian-vault/Literature/Deep-Reads/Organoid/guo_2026_organoid_ethical_review.md. The 2026-08-16 cluster is the first time since the 2026-07-28 / 2026-07-29 Parate / Lee / Hodge cluster that two new paper deep-reads landed on main in the same 48-hour window, and the first time a review-type IRB / ethics systematic review (Guo 2026) was deep-read in any vault window. 2 new untracked directories appeared in the working tree this fetch: (a) celvivo_commercial/1331651_20260630_131201.pdf (the 6-30 quote PDF migrated into a new folder); (b) templates/类器官IRB申请清单.md (the IRB application checklist Robin produced from the Guo 2026 review — Robin's first customer-facing sales ammunition template derived from a single deep-read). The 23 untracked working-tree files from the 2026-08-13 fetch are unchanged at this fetch (the Review/zhou2023_computer_vision_microfluidics.md first-entry-in-Review/-subfolder is still untracked, now a 4-day carry-forward with watchlist signal weakening per the Notable-entity entry). Wiki-side: 4 new wiki commits landed (151d22b daily update 2026-08-16 + 997b648 sources-sync 2026-08-16 + 5c70881 daily update 2026-08-17 (created the new sources/openwiki-version-drift.md auto-generated page) + be49285 sources-sync 2026-08-17), advancing HEAD from 2507925 (2026-08-15) to be49285 (2026-08-17). 9 dirty wiki files in the working tree (.last-update.json + quickstart.md + sources/README.md + sources/hackernews.md + sources/nocodb.md

    • sources/ragflow.md + sources/seafile.md + sources/web-search.md
    • sources/wikijs.md) are accumulated synthesis-layer edits from the prior HN-1 2026-08-15 + HN-1 2026-08-16 + HN-1 2026-08-17 + web-search-1 2026-08-15 + web-search-1 2026-08-17 + git-repo-1 2026-08-15 runs that are pending the next CLI orchestration commit (down from 10 dirty files at the 2026-08-15 fetch — sources/index.md got committed in the 151d22b 2026-08-16 daily update). One new wiki file added in the window: sources/openwiki-version-drift.md (auto-generated OpenWiki version drift monitor; reports v0.3.1 local → v0.3.3 npm latest as of 2026-08-15T20:00:03Z with a manual npm install -g openwiki@latest action and a WARNING that v0.3.1 → v0.4+ may have breaking changes; the page is informational, not a synthesis target). No /commitments.md row, no /open-questions.md row, no /personal-logistics.md item added this run beyond the canonical synthesis pipeline — the Quintard 2024 deep-read has no existing synthesis page yet (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); the Guo 2026 IRB review is the first ethics-side deep-read and the IRB checklist template is the first customer-facing sales ammunition template, both of which warrant a commitment + a synthesis page on a future fetch. Wiki edits this run: (a) /sources/git-repo.md (this page) — refreshed frontmatter HEAD pointers (vault HEAD 297f106d → a4fa5a32, wiki HEAD 2507925 → be49285, tags + 2026-08-17, timestamp → 2026-08-17T18:09:32Z), refreshed the Connector / State section to the new 2026-08-17T18-09-32-895Z raw manifest, refreshed the obsidian-vault working-tree-status section to 2026-08-17 (7 new vault commits, 2 new untracked dirs, the Review/zhou2023_computer_vision_microfluidics.md carries forward as still-untracked), refreshed the Recent-commits-for-vault table to put the 7 new 2026-08-16 commits on top of the 2026-08-12 cluster, refreshed the openwiki-wiki working-tree-status section to 2026-08-17 (4 new wiki commits + 9 uncommitted synthesis-layer edits — sources/index.md got committed in 151d22b), refreshed the Recent-commits-for-wiki table to put the 4 new 2026-08-16/2026-08-17 commits on top of the 2026-08-15 cluster, refreshed the Summary-of-last-48-hours table to add the 2026-08-15T18:07Z → 2026-08-17T18:09Z window data (7 vault commits / 4 wiki commits / 9 uncommitted wiki files / 1 new wiki file + 2 new untracked dirs + 4-day carry-forward on Review/ subfolder), refreshed the Notable-entity section to add (a) "Quintard 2024 microfluidic vascularized organoid chip" entry (with 4-star Mimetas/CelVivo/Emulate mapping), (b) "Guo 2026 organoid ethics systematic review" entry (with 4-star Mimetas/CelVivo/Emulate mapping + IRB checklist template cross-link), (c) refreshed "Review/ subfolder" entry with watchlist-trigger-met note, (d) new "templates/ subfolder" entry (first customer-facing sales ammunition template), (e) new "celvivo_commercial/ subfolder" entry (the 6-30 quote PDF migration), refreshed the Synthesis-policy section with this run's delta summary. No /themes.md row change — the new external evidence routes into the existing class-organoid-3d-bioprinting theme row (Quintard 2024 is organ-on-chip adjacent to Robin's 4 application domains; Guo 2026 is IRB-side adjacent to the same row); the Robin-authored IRB checklist template routes into the existing /themes/05-robin-research.md "Sales ammunition pipeline" section rather than a new theme row. No /open-questions.md row, no /personal-logistics.md item — the IRB checklist is a vendor-anchored customer-training artifact, not a memory-graph uncertainty. (b) /themes/05-robin-research.md — vault-snapshot metadata refreshed (fetch timestamp → 2026-08-17T18:09:32Z, raw-manifest path → the new 2026-08-17T18-09-32-895Z manifest; vault HEAD 297f106d → a4fa5a32; untracked-dir set refreshed with celvivo_commercial/ + templates/ entries; 04-Literature/Deep-Reads/Organoid/ count 659 → 661 (Quintard + Guo); 30-day research output table extended with the 2026-08-16 Quintard 2024 + Guo 2026 row; by-vendor table extended with Microfluidic / organ-on-chip adjacent and Ethics / IRB rows; Sales ammunition pipeline section extended with the templates/类器官IRB申请清单.md IRB checklist template). (c) /themes/01-organoid-equipment.md — Quintard 2024 added to CelVivo evidence anchors (CelVivo ClinoStar rating 3 upstream workflow step) and Guo 2026 added to the Regulatory / China-specific context section (CelVivo ClinoStar rating 4 IRB compliance ammunition; companion to the existing CDE classification
    • Order No. 818 items). (d) /sources/literature.md — Quintard 2024
    • Guo 2026 added to the 30-day deep-read index. (e) /sources/README.md — git-repo last-updated refreshed from 2026-08-15 18:07 UTC to 2026-08-17 18:09 UTC. (f) /quickstart.md — added the "Latest update — git-repo-1 (2026-08-17T18:09Z)" paragraph. Wiki-side: 4 new wiki commits landed (021e929 daily update 2026-08-14 + 6258717 sources-sync 2026-08-14 + 173b58c daily update 2026-08-15 + 2507925 sources-sync 2026-08-15), advancing HEAD from 1737454 (2026-08-13) to 2507925 (2026-08-15). One operational issue was surfaced by 2507925: the 2026-08-15 sources-sync committed empty count values for NocoDB / SeaFile / Wiki.js / RAGFlow (NocoDB 6614 → 0, Wiki.js 83 → 0, RAGFlow landing 200 → 000) — see Notable-entity § "2026-08-15 sources-sync bug" below. 10 dirty wiki files in the working tree (.last-update.json + quickstart.md + sources/README.md + sources/hackernews.md + sources/index.md + sources/nocodb.md + sources/ragflow.md + sources/seafile.md + sources/web-search.md
    • sources/wikijs.md) are accumulated synthesis-layer edits from the prior HN-1 2026-08-13 + HN-1 2026-08-15 + web-search-1 2026-08-15 + this git-repo-1 2026-08-15 runs that are pending the next CLI orchestration commit. Wiki edits this run: (a) /sources/git-repo.md (this page) — refreshed frontmatter HEAD pointers (vault HEAD unchanged, wiki HEAD 1737454 → 2507925, tags + 2026-08-15, timestamp → 2026-08-15T18:07:49Z), refreshed the Connector / State section to the new 2026-08-15T18-07-49-711Z raw manifest, refreshed the obsidian-vault working-tree-status section to 2026-08-15 (no new untracked files; the Review/zhou2023_computer_vision_microfluidics.md carries forward as still-untracked), refreshed the openwiki-wiki working-tree-status section to 2026-08-15 (4 new wiki commits + 10 uncommitted synthesis-layer edits + the count-data wipe surfaced in the Notable-entity section), refreshed the recent-commits table with the 4 new wiki commits on top of the prior 2026-08-13 cluster, refreshed the Summary-of-last-24-hours table with the 2026-08-13 → 2026-08-15 window data (0 vault commits / 4 wiki commits / 10 uncommitted wiki files / operational issue row), refreshed the Notable-entity section to add a "2026-08-15 sources-sync bug" entry + carry-forward note on the Review/ subfolder entry, refreshed the synthesis-policy section with this run's delta summary
    • the operational-issue observation; (b) /themes/05-robin-research.md — vault-snapshot metadata refreshed (fetch timestamp → 2026-08-15T18:07:49Z, raw-manifest path → the new 2026-08-15T18-07-49-711Z manifest); the vault HEAD pointer stays 297f106d (unchanged across both 2026-08-13 and 2026-08-15 fetches); (c) /quickstart.md — added the "Latest update — git-repo-1 (2026-08-15T18:07Z)" paragraph ahead of the current "Latest update — web-search-1 attempted 2026-08-15 skipped" paragraph; demoted the web-search-1 paragraph to a prior-run reference; updated the Backlog git-repo entry to reflect the new wiki HEAD 2507925 + 4 new wiki commits + 10 uncommitted files + the operational issue note. No /commitments.md row, no /open-questions.md row, no /personal-logistics.md item, no /themes.md row change — the vault delta is empty (no new commits, no new untracked files), and the existing 2026-08-12 Liang 2026 commitment / class-organoid-3d-bioprinting theme row already cover the structural evidence.
  • Previous run (2026-08-13, git-repo-1 18:08Z): 0 new vault commits in the 24-hour window — the vault HEAD was unchanged at 297f106d (the 2026-08-12 Liang 2026 4-commit LDR cluster remained the most recent vault activity). The only vault-side delta was 1 new untracked file: 04-Literature/Deep-Reads/Review/zhou2023_computer_vision_microfluidics.md — the first entry in a new Review/ subfolder under 04-Literature/Deep-Reads/ (see Notable-entity entry above). 1 noise file (__pycache__/...pyc) was ignored. Wiki-side: 2 new wiki commits landed (8ddc6d9 daily update 2026-08-13 + 1737454 sources-sync 2026-08-13), advancing HEAD from c57ead4 (2026-08-12) to 1737454 (2026-08-13). 8 dirty wiki files in the working tree were synthesis-layer edits from the prior HN-1 2026-08-13 run that landed after 1737454 committed and were pending the next CLI orchestration commit.

  • Previous run (2026-08-12, git-repo-1 18:08Z): 4 new vault commits on the same single Liang 2026 Sci Rep liver organoid paper walked through Robin's standard 3-stage LDR cycle (e542c977 adds file → 8699a154 page 946 9 项 SOP 重写版 → aacba7aa + 297f106d page 934 修齐 micro-revisions) — this was the net-new external evidence for that run. Wiki edits at that time are described in the synthesis-policy paragraph above; the canonical synthesis continues to live at /themes/01-organoid-equipment.md, /themes/05-robin-research.md, and /commitments.md liang-2026-celvivo-clinostar-positioning.

  • The vault is a knowledge base, not a live signal stream; durable per-document synthesis (paper deep reads, sales scripts, customer files) requires reading individual files, which is delegated to the Hermes skill and RAGFlow.

  • Future runs should keep this page structural. Promote a row to a canonical theme only when the connector observes a recurring workflow (e.g. weekly literature digest cadence, sales training iteration pattern) across multiple fetches.

  • Process signal worth watching (2026-08-13): (a) New Review/ subfolder signal — Robin added a 20th subfolder under 04-Literature/Deep-Reads/ dedicated to review-type papers, with zhou2023_computer_vision_microfluidics.md as the first entry. If the subfolder accumulates ≥3 entries, this signals a formal review-paper stream is being built separately from the original-research stream; if it stays at 1 entry, it's a one-off. (b) Liang 2026's MOC linkage confirms the MOC pattern is in active use — the paper's related: field already names [[MOC-类器官与3D培养]] (the first MOC, created 2026-08-10) on the day of publication, not a future-state plan. Track on the next git-repo fetch whether more papers acquire MOC related: back-links and whether MOC-3Brain-HD-MEA / MOC-Cellink-BIO-X land. (c) Page 934 修齐 micro-revisions now appear on every new LDR cycle — 297f106d is the second paper (after 381fcbaa OVB-organoids 2026-08-11) where Robin applied the H1 去括号 / 元数据 bold / 📄PDF 文件名 alignment. The pattern appears to be the new standard end-state. (d) Phase A frontmatter batch rollout is still paused (only 6 of ~1,204 deep-reads received the 6-field frontmatter); no progress this run.

Next update

Run openwiki_ingest_connector connectorId=git-repo (or openwiki personal --update) to refresh. Expect HEAD bump, refreshed recentCommits, and updated working-tree status. rking-tree status.