# Files

- [4-27 SOP 实战 vs 实现差异 (2026-07-27 Tasevska 2025 重做教训)](2026-07-27-4-27-sop-vs-implementation.md) - 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](agents.md) - 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)](distributors-china-2026.md) - 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)](feishu-mail.md) - 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)](git-repo.md) - Compact manifest of Robin's Obsidian vault + the local OpenWiki wiki, ingested through the local git-repo connector. **Latest fetch (2026-09-23T18:10Z — 39th git-repo-1 fetch since 2026-08-07): vault HEAD unchanged at `09bec367` for the 12th consecutive fetch after the Tomas 2026 + Vijakumaran 2026 resumption; wiki HEAD bumped `4ee7fc1` → `6aa1db2` via 2 new automated wiki commits (`4c145e2` daily update 2026-09-23 + `6aa1db2` sources-sync 2026-09-23 — the **fortieth** 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 10 calendar days at this fetch); 10-dirty-file baseline (up from 8-dirty at the 2026-09-22 fetch — the `6aa1db2` 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 `quickstart.md` + `sources/README.md` + `sources/hackernews.md` + `sources/web-search.md`; net: +2 vs the 8-dirty baseline); carry-forward bump 41/36/36/29 → **42/37/37/30-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 12th consecutive fetch after the Tomas 2026 + Vijakumaran 2026 resumption; the MOC working-tree modification persists uncommitted for 10 calendar days at this fetch); and openwiki-wiki at /home/ldw/.openwiki/wiki (main branch, HEAD `6aa1db2`, 2026-09-23, bumped from `4ee7fc1` via 2 automated commits in the 24-hour window — `4c145e2` daily update + `6aa1db2` sources-sync fortieth). 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](hackernews.md) - 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. 43rd pull (2026-09-23) surfaces the substring-noise-only Algolia lane on 3 of 6 + clean zero on 3 of 6 pattern (same shape as 2026-09-22 + 2026-09-21 + 2026-09-19 + 2026-09-15 prior pulls); key highest-engagement item is 49805509 GPT-6 Sol and Luna (1683 pts + 809 cmts — OpenAI canonical release at https://openai.com/index/introducing-gpt-6-sol-and-luna/; the **2nd-highest engagement item of the closed-weight-M3-comparison-anchor cluster** after the 2026-09-04 GPT-6 Astra 2080 pts primary entry; the **4th-highest single-item of the entire 2026-08-07 streak**; promoted as the cluster's **6th entry** to grow the cluster from ~3,837+ to ~5,520+ pts across 6 items in 6 pulls over 9 days, surpassing the open-weight-LLM cluster's 15 items as the **strongest sustained engagement cluster of the 2026-08-07 streak**) + 49806430 Pentagon says overreliance on AI contributed to missile strike on Iran school (852 pts + 457 cmts — off-scope per scope; vendor-government AI-risk signal; adjacent-not-promoted cross-walk to AI-vendor-business-stack cluster as 22nd would-be entry candidate) + 49812769 Jev in 25 Lines of Python (513 pts + 157 cmts — **highest-engagement Jev-family continuation item of the entire 2026-08-07 streak**; adjacency to open-weight-LLM cluster as 28th entry candidate) + 49808023 Microsoft killed FoxPro in 2007 revived (435 pts + 238 cmts — off-scope retro) + 49814947 Claude Code reads AGENTS.md only when telemetry is on [fixed] (374 pts + 212 cmts — **2nd-highest-engagement AGENTS.md cross-walk standard validation signal of the 2026-08-07 streak** after the 2026-09-19 `49760187` Claude Code reads AGENTS.md if no Claude.md 702 pts; this is the **bug-report+fix complement** confirming Anthropic has rolled out the telemetry-default fix; named-stack-adjacent because AGENTS.md is the same standard Codex CLI + OpenWiki use) + 49806335 SAML: A fractal of bad design (318 pts + 167 cmts — off-scope security) + 49811484 Grammarly will send unhinged messages (315 pts + 92 cmts — off-scope) + 49814159 The darker side of being a doctor (238 pts + 273 cmts — off-scope) + 49815466 I don't want the details (225 pts + 135 cmts — off-scope productivity) + 49811065 Transit rewards (225 pts + 283 cmts — off-scope Waymo) + 49817469 Fixing the Portobello Police Station Clock (198 pts + 48 cmts — off-scope) + 49817404 GPT-6 Astra has gained the ability to drive a car (188 pts + 161 cmts — closed-weight-M3 cluster 10th would-be adjacent entry candidate, adjacent-not-promoted per scope) + 49813482 Tokens Too Cheap to Meter (137 pts + 116 cmts — open-weight-LLM cluster 27th would-be adjacent entry candidate) + 49815484 The GitHub wiki is an anti-pattern (2022) (132 pts + 76 cmts — **direct cross-walk to `agent-memory-architecture` row** via the wiki-as-agent-memory-substrate pattern; the GitHub-wiki anti-pattern validates the OpenWiki local-wiki-substrate approach over the GitHub wiki platform) + 49815982 Stripe's Knowledge AI Platform (122 pts + 75 cmts — **direct cross-walk to `agent-memory-architecture` row** via the knowledge-base-as-agent-memory substrate pattern) + 49817615 Gemini 3.8 text-to-speech (118 pts + 64 cmts — closed-weight-M3 cluster 11th would-be adjacent entry candidate) + 49814236 Z80 REPL (2018) (115 pts + 14 cmts — off-scope retro) + 49816374 Seattle surveillance pricing ban (110 pts + 63 cmts — off-scope policy) + 49817289 Strands Harness (96 pts + 60 cmts — strandsagents.com AWS-Strands AI agent harness; self-hosted-agentic-substrate cluster 10th would-be adjacent entry candidate) + ~5 lower-engagement off-scope items. 11th consecutive clean-zero CelVivo pull + 7th consecutive fully-zero openwiki pull + 9th fully-zero deepagents lane (24 of 25 pulls since 2026-08-27 fully-zero on deepagents); ~24 unique items across top+best feeds.
- [文献精读 Master Template (Robin 7-27 实战版, "真适合浏览" 1 文件)](ldr-report-template.md) - 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)](literature-cel-bosnjakovic-2025-pah-deepread.md) - 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](literature-celvivo-brain-whitepaper-2026.md) - 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)](literature-liu-2026-nbme-shape-conformal-organoid-deepread.md) - 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)](literature-miao-2025-cell-vascularization-v2-deepread.md) - 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)](literature-raji-2026-deepread.md) - 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)](literature-sharma-2026-cell-stem-cell-vascularized-retinal-organoid-rgc-deepread.md) - 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)](literature-tasevska-2025-deepread.md) - Deep-read synthesis of Tasevska T et al. 2025 European Journal of Pharmaceutical Sciences 206:106998 (DOI 10.1016/j.ejps.2024.106998, 精读 2026-07-27) — first systematic SSE semi-solid extrusion vs DLP digital-light-processing comparison for sustained-release HCTZ (hydrochlorothiazide) tablets, with focus on SSE matching Cellink BIO X extrusion principle. Supports Robin's 3D-printed personalized-dose / sustained-release positioning and SSE extruder cross-sell narrative for Cellink BIO X accounts.
- [Literature Deep-Reads — cross-agent deep-read index](literature.md) - Cross-agent index of Robin's literature deep-reads across the 4 vendor product lines (CelVivo / 3Brain / Cellink / Femtobiomed) and adjacent application domains (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](nocodb.md)
- [OpenWiki Upgrade Drift (auto-generated)](openwiki-version-drift.md)
- [OpenWiki 速查手册 (Robin 一次聊清, 直接拿来用)](OpenWiki%E9%80%9F%E6%9F%A5%E6%89%8B%E5%86%8C.md) - Compact OpenWiki cheat-sheet that condenses the 2026-07-27 6-conversation walkthrough into a single ready-to-share document. Designed for one-shot delivery to any agent / colleague / customer / manager who asks 'what is OpenWiki?' — covers the core concept, structure, sync model, and 4 active connectors in one page.
- [RAGFlow 文档采样索引](ragflow-documents.md) - Document-level sample index of Robin's RAGFlow instance (http://10.10.10.254:9980) — 18 KBs / 32709 total docs / 401 sample entries (last sync 2026-08-03). Captures the 30-doc-per-request server-side limit + offset bug that forces 12 large KBs to single-page samples. Lets MiniMax code / Hermes see 'what's in each KB' without SQL queries; complements `/sources/ragflow.md` (KB-level health + counts).
- [RAGFlow 全文检索索引 (Robin KB system)](ragflow.md)
- [Sources](README.md) - 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)](rustdesk-sop.md) - 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.md) - 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](seafile.md)
- [CelVivo + Vault 实时 mtime 快照 (2026-07-16 快照)](vault-mtime-snapshot-2026-07-16.md) - 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](web-search.md) - 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](wikijs.md)