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  • 4-27 SOP 实战 vs 实现差异 (2026-07-27 Tasevska 2025 重做教训) - Lessons-learned capture from Robin's 2026-07-27 Tasevska 2025 EJPS deep-read redo — 9-step comparison table of 4-27 SOP范本 vs 7-27 凭印象实操 (Tasevska + Raji 2 篇) vs 4-27 SOP 走通 (Tasevska 重做); detailed PyMuPDF 嵌入图过滤 rules, Ollama 视觉 fallback chain, NocoDB v1 vs v2 protocol, and the 9-step mandatory format. Applies to every literature-deep-read invocation. Companion to /sources/ldr-report-template.md.

  • Agents 代理商档案索引 — 跨 agent CRM 同步 - Cross-agent index of the Obsidian vault 02-Clients/Agents/* profiles (which agents Robin is actively working with, mapped by vendor product line). Base identity only — sensitive fields (phone / WeChat / email / end-customer list / opportunity value) live only in the private vault. Updated 2026-08-07 with _known_associations.md product-line → agent → end-customer mapping.

  • 全国经销商地图 (2026-08-07 时点) - Compact index of Robin's 2026-08-07 China distributor baseline (259 dealers across 7 regions, replacing 261 in the 2026-07-24 baseline) plus the new product-association index _known_associations.md. Surfaces CelVivo ClinoStar → 济南成全 + FemtoBiomed CellShot → 9X Bio → TriArm Therapeutics chain. Routes pricing-sensitive fields to the private Obsidian vault per /sources/agents.md privacy rule.

  • 飞书邮箱 (Robin customer mailbox) - Planned cross-agent mailbox sync target for Robin's Feishu (飞书) mailbox (imap.feishu.cn:993 / imap.larksuite.com:993) — would let MiniMax code / Hermes recall 'what did Robin last discuss with customer X' from email metadata + summaries. Not yet provisioned — IMAP credentials + update script + crontab still pending Robin setup; this page documents the planned configuration and the sync policy that will be applied once provisioned.

  • Git repo — evidence index (Obsidian vault + OpenWiki wiki, Robin) - Compact manifest of Robin's Obsidian vault + the local OpenWiki wiki, ingested through the local git-repo connector. Latest fetch (2026-09-24T18:07Z — 40th git-repo-1 fetch since 2026-08-07): vault HEAD unchanged at 09bec367 for the 13th consecutive fetch after the Tomas 2026 + Vijakumaran 2026 resumption; wiki HEAD bumped 6aa1db2 → 17e9fafc via 2 new automated wiki commits (dc1a9fb daily update 2026-09-24 + 17e9faf sources-sync 2026-09-24 — the forty-first consecutive sources-sync); 1 working-tree modification at MOCs/MOC-类器官与3D培养.md (mtime 2026-09-13 11:55:42 +0800 — persists uncommitted for 11 calendar days at this fetch); 12-dirty-file baseline (up from 10-dirty at the 2026-09-23 fetch — the 17e9faf sources-sync re-touched the 4 source-sync files (sources/nocodb.md + sources/ragflow.md + sources/seafile.md + sources/wikijs.md); the post-sources-sync synthesis-side write path re-touched index.md + quickstart.md + sources/README.md + sources/hackernews.md + sources/index.md + sources/web-search.md + themes.md; net: +2 vs the 10-dirty baseline); carry-forward bump 42/37/37/30 → 43/38/38/31-day (highest carry-forward durations of the 2026-08-07 streak). Two configured repos: obsidian-vault at /home/ldw/workspace (main branch, HEAD 09bec367, 2026-09-11, vault HEAD unchanged at 09bec367 for the 13th consecutive fetch after the Tomas 2026 + Vijakumaran 2026 resumption; the MOC working-tree modification persists uncommitted for 11 calendar days at this fetch); and openwiki-wiki at /home/ldw/.openwiki/wiki (main branch, HEAD 17e9fafc, 2026-09-24, bumped from 6aa1db2 via 2 automated commits in the 24-hour window — dc1a9fb daily update + 17e9faf sources-sync forty-first). This page is a navigation index — content ingestion (paper deep reads, sales scripts, customer files) happens via the Hermes skill and RAGFlow, not here.

  • Hacker News — evidence index - Compact evidence trail for the Hacker News connector (hackernews-1, Robin-curated life-sciences + AI workflow). Synthesis lives on /themes.md, /commitments.md, etc.; this page only records ingestion coverage and notable items. 44th pull (2026-09-24) surfaces the highest-engagement top item 49820134 Claude discovers a novel enzyme system with CRISPR-like repeats (747 pts + 761 cmts — Anthropic canonical release at https://www.anthropic.com/news/claude-discovers-novel-enzyme-system; the highest-engagement item of the 2026-09-24 pull + the 5th-highest single-item of the entire 2026-08-07 streak; would-be 7th closed-weight-M3-comparison-anchor cluster entry candidate, adjacent-not-promoted per scope because Anthropic is closed-weight and not on Robin's named stack but the cross-walk to MiniMax-m3 row's biology + closed-weight-comparison-anchor is strong) + 49823582 Linux support Snapdragon X2 (575 pts — off-scope per scope) + 49827794 Meta removes critical Meta AI Glasses video (565 pts — off-scope) + 49824268 Meta VR Glasses (468 pts — off-scope) + 49831968 F-Droid 2.0 (398 pts — off-scope) + 49824686 Feds Target AI Critics as 'Foreign Agents' (355 pts — off-scope) + 49825642 Ideas on modernizing the open-source desktop (340 pts — off-scope) + 49821608 DoorDash Mamdani NYC mayor (327 pts — off-scope) + 49822555 VSCode's SSH Agent Is Bananas (294 pts — off-scope) + 49823664 ArXiv multiyear commitments (290 pts — off-scope) + 49828731 Two-tier encryption UK (274 pts — off-scope) + 49828385 Nokia Design Archive 2025 (177 pts — off-scope) + 49828969 ESP32 can run Linux (176 pts — off-scope) + 49826221 Contrastive Language Models (148 pts + 46 cmts — adjacent-not-promoted cross-walk to closed-weight-M3 cluster as 12th would-be entry candidate) + 49832406 GitHub malicious imitation software (138 pts — off-scope) + 49830037 Oracle force majeure data center (105 pts — off-scope) + 49833867 Show HN: Whiteboard YC W26 open-source IDE for thoughtful software design (39 pts + 3 cmts — named-stack-adjacent cross-walk to agent-memory-architecture row via the cognitive-debt framing in the demo video description; adjacent-not-promoted per scope because engagement is below 100-pt refresh bar) + 49823568 Toyota Corolla electric (34 pts — off-scope) + 49828120 Search WebKit browser macOS (31 pts — off-scope) + 49831220 Apple iPhone 4 Antennagate (18 pts — off-scope retro) + 49821835 Geothermal heat map US hot springs (10 pts — off-scope) + 49830606 Google Project Suncatcher ML in space (9 pts — off-scope) + 49832231 Chinese calligraphy workshop (9 pts — off-scope). Algolia substring-noise lane: organoid returned 2 hits (49833333 Are organoids useful for Alzheimer's research? 1 pt — true biological-organoid Algolia title match from the same author as the 2026-07-28 owlposting drug-discovery essay; cross-walks to class-organoid-3d-bioprinting row but sub-100-pt engagement so does NOT qualify for Last-seen refresh; + 49828873 In Sweden Organized Election Fraud 2 pts — substring-noise on Organiz); 3Brain returned 5 hits (49826113 DIPG childhood brain cancer cure 12 pts — off-scope per scope; + 4 substring-noise Brain collisions); Cellink returned 9 hits (all substring-noise on calling/selling/etc including PlaceCall YC W26 agentic API 15 pts + Blackbear.app 1 pt + Suparelay 3 pts + Needle function-calling LLM 1 pt); CelVivo clean zero (12th consecutive clean-zero pull); openwiki clean zero (8th consecutive fully-zero); deepagents clean zero (10th fully-zero in a row; 25 of 26 pulls since 2026-08-27 fully-zero). ~24 unique top+best items.

  • 文献精读 Master Template (Robin 7-27 实战版, "真适合浏览" 1 文件) - Master template for Robin's literature-deep-read (LDR) pipeline — consolidates 4 literature skills (literature-deep-read / research / review / curation-for-sales) into a single 8-rule + 3-trigger + 5-section "真适合浏览" report format. Synthesized from 4-27 SOP范本 + 7-27 实战 lessons (Tasevska / Raji / Bosnjakovic). Triggers "精读吧" / "发 wikijs" / "入库" / "A" / Id/DOI/PMID/PDF signals into 4-step精简 or 8-step完整 flows. PDF全文必传 + PyMuPDF xref去重 + 9项强制 + SeaFile hostname fb.biokingdom.top + NocoDB v1 JSON + 3张真图 + journal-year-topic 报告路径.

  • Bosnjakovic 2025 PAH 3D 球体代谢组学: 跟 CelVivo ClinoStar dynamic culture 关系 (Bosnjakovic 2025 bioRxiv) - Deep-read synthesis of Bosnjakovic A et al. 2025 bioRxiv preprint (DOI 10.1101/2025.07.10.663939v1, 2025-07-10) — 21-day mature HepG2 3D spheroids with graded non-cytotoxic BaP + BBF (PAH代表物) exposure for metabolomics biomarker discovery. Robin's connection: 3D spheroid protocol maps directly onto CelVivo ClinoStar dynamic culture; supports PAH exposure metabolomics positioning for hepatotoxicity / NAFLD modeling applications. 精读 2026-07-27.

  • CelVivo 2026 脑类器官白皮书《Breaking the Bias》精读索引 - Deep-read synthesis of CelVivo ApS (Denmark) 2026 whitepaper 'Breaking the Bias: Addressing the challenges facing optimal neural organoid development' (16 pages, translated + 精读 2026-07-28). Synthesizes CelVivo's positioning on neural organoid long-term culture and the clinical-translation path. Direct vendor-channel evidence for the CelVivo ClinoStar / ClinoReactor portfolio on brain organoid applications — companion to academic literature flywheel-sync.

  • Liu 2026 — shape-conformal porous frameworks for full coverage of neural organoid electrophysiology (Nat Biomed Eng, Rogers Lab) - Deep-read synthesis of Liu N et al. (2026) Nature Biomedical Engineering — shape-conformal porous framework + adaptive genetic algorithm + flexible-electronics microlattice for full-surface (>90%) neural organoid electrophysiology at 3000-8000 channels per organoid (vs 200-1000 traditional MEA); weeks-long stable recording; epilepsy/AD disease modeling.

  • Miao 2025 — co-development of mesoderm and endoderm enables organotypic vascularization in lung and gut organoids (Cell v2) - Deep-read synthesis of Miao Y et al. (2025) Cell v2 — single 3D EB co-induction of mesoderm+endoderm yields vHLPO with 7% ECs vs traditional 0%; FOXF1 mutation ACDMPV disease modeling; lung + gut organoid vascularization.

  • Raji 2026 (hMOs + 3Brain HD-MEA) — 7-27 增补版 (跟 7-01 矩阵集成) - Deep-read synthesis of Raji H, Bertoli F, Perez MJ, Lam A, Volpicelli-Daley LA, Deleidi M. 2026 Molecular Psychiatry (Nature 子刊, s41380-026-03667-4, DOI 10.1038/s41380-026-03667-4, IF 11) — human midbrain organoids (hMOs) with WNT modulation, dopaminergic neuron differentiation, bioreactor culture, and 3Brain HD-MEA electrophysiology for Parkinson's disease modeling. 7-01 实战范本 (page 1622) + 7-27 增补版 integrated with 3-paper 3Brain MEA matrix (Raji / Pali / Wei) and 4 product-line complementarity chain (CelVivo ClinoStar + Cellink BIO X + 3Brain HD-MEA + FemtoBiomed CellShot).

  • Sharma 2026 — vascularized retinal organoid RGC survival and maturation (Cell Stem Cell) - Deep-read synthesis of Sharma K et al. (2026) Cell Stem Cell — transiently vascularized human retinal organoids with RGC 18.2% vs ctrl-RO 1.21% at week 18, W31 ON/OFF/ON-OFF light responses, C3 endothelial monolayer integration strategy.

  • 3D 打印缓释 HCTZ 片: 跟 Cellink BIO X 挤出打印 (Tasevska 2025 EJPS) - Deep-read synthesis of Tasevska T et al. 2025 European Journal of Pharmaceutical Sciences 206:106998 (DOI 10.1016/j.ejps.2024.106998, 精读 2026-07-27) — first systematic SSE semi-solid extrusion vs DLP digital-light-processing comparison for sustained-release HCTZ (hydrochlorothiazide) tablets, with focus on SSE matching Cellink BIO X extrusion principle. Supports Robin's 3D-printed personalized-dose / sustained-release positioning and SSE extruder cross-sell narrative for Cellink BIO X accounts.

  • Literature Deep-Reads — cross-agent deep-read index - Cross-agent index of Robin's literature deep-reads across the 4 vendor product lines (CelVivo / 3Brain / Cellink / Femtobiomed) and adjacent application domains (organoid IRB / ethics, vascularized organoids, microfluidic / organ-on-chip, brain-organoid ALI oxygen engineering, HGSC ovarian cancer precision medicine). Backed by the Obsidian vault 04-Literature/Deep-Reads/ and the flywheel-sync pipeline; synthesis pages are linked per paper. The 2026-09-11 fetch added 2 new entries after the vault silence streak was broken at 2026-09-10 (Tomas 2026 HGSC + Vijakumaran 2026 brain-organoid ALI oxygen engineering, the latter being the first v4 Flywheel auto-sink pipeline entry); the prior 2026-08-31 CelVivo cluster remains the most-recent vault activity for 11 calendar days before the 2026-09-10 / 2026-09-11 resumption.

  • NocoDB 文献库索引 — 跨 agent 数据层

  • OpenWiki Upgrade Drift (auto-generated)

  • OpenWiki 速查手册 (Robin 一次聊清, 直接拿来用) - Compact OpenWiki cheat-sheet that condenses the 2026-07-27 6-conversation walkthrough into a single ready-to-share document. Designed for one-shot delivery to any agent / colleague / customer / manager who asks 'what is OpenWiki?' — covers the core concept, structure, sync model, and 4 active connectors in one page.

  • RAGFlow 文档采样索引 - Document-level sample index of Robin's RAGFlow instance (http://10.10.10.254:9980) — 18 KBs / 32709 total docs / 401 sample entries (last sync 2026-08-03). Captures the 30-doc-per-request server-side limit + offset bug that forces 12 large KBs to single-page samples. Lets MiniMax code / Hermes see 'what's in each KB' without SQL queries; complements /sources/ragflow.md (KB-level health + counts).

  • RAGFlow 全文检索索引 (Robin KB system)

  • Sources - Per-connector evidence indexes and ingestion coverage for the local knowledge wiki; durable synthesis lives on canonical pages.

  • RustDesk 自建 hbbs 完整配置笔记 (2026-08-05) - End-to-end deployment note for Robin's self-hosted RustDesk relay server (hbbs + hbbr) — Unraid NAS container (10.10.10.254) + OpenWrt reverse-proxy (10.10.10.252) + Tencent Light Cloud (43.160.207.177) + ITX client (192.168.31.14), with permanent password + key config. Supports remote control of the ITX 24h host (per /commitments.md itx-24h-host-build-2026-q3) and Robin's travel-laptop remote-access workflow.

  • CelVivo 销售弹药清单 (2026-07-16 实战索引) - Sales ammunition index for CelVivo ClinoStar / ClinoReactor — price-book SKUs (ClinoReactor 12-pack, ClinoStar, SP5D-24W, Demo kit), 8-protocol SOP series (ClinoReactor prep / media change / organoid gardening / speed-tuning / alginate / VitroGel), and 5 organ-specific application cases (HepG2, FTC-133, SCLC, TNBC, ClinoStar vs Orbital Shaker). Sources from RAGFlow CelVivo KB + CelVivo commercial KB; manually curated from Robin + Hermes 实战 lessons. Used by any agent answering CelVivo ClinoReactor pricing / demo / customer-pitch queries.

  • SeaFile 大文件存储索引

  • CelVivo + Vault 实时 mtime 快照 (2026-07-16 快照) - Historical mtime snapshot of Robin's Obsidian vault from 2026-07-16 — captures CelVivo deep-read activity (0 new entries in the 7-day window 2026-07-09 → 2026-07-16; last activity 2026-07-05), 6 entries in the 30-day window, and ClinoReactor keyword hits. Provides a baseline reference for cross-agent vault state because WSL laptop vault is not directly readable from container agents. Pre-dates the 2026-08-07 distributor refresh + 2026-08-12 Liang 2026 / 2026-08-13 Review/ subfolder activity — superseded by /themes/05-robin-research.md for current vault state.

  • Web Search Evidence - Compact ingestion coverage for the web-search-1 Tavily lane tracking CelVivo, 3Brain, Cellink, and related organoid news.

  • Wiki.js 索引 — 跨 agent 文档发布层

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