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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 (2026-09-26T18:09Z — 42nd git-repo-1 fetch since 2026-08-07): vault HEAD unchanged at 09bec367 for the 15th consecutive fetch after the Tomas 2026 + Vijakumaran 2026 resumption; wiki HEAD bumped f9bb2e5e → 4becee017 via 2 new automated wiki commits (41347af daily update 2026-09-26 + 4becee0 sources-sync 2026-09-26 — the forty-third 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 13 calendar days at this fetch); 11-dirty-file baseline (down from 12-dirty at the 2026-09-25 fetch — the 41347af daily update cycle cleared sources/README.md from the dirty list; the 4becee0 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/hackernews.md + sources/index.md + sources/web-search.md + themes.md; net: −1 vs the 12-dirty baseline); carry-forward bump 44/39/39/32 → 45/40/40/33-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 15th consecutive fetch after the Tomas 2026 + Vijakumaran 2026 resumption; the MOC working-tree modification persists uncommitted for 13 calendar days at this fetch); and openwiki-wiki at /home/ldw/.openwiki/wiki (main branch, HEAD 4becee017, 2026-09-26, bumped from f9bb2e5e via 2 automated commits in the 24-hour window — 41347af daily update + 4becee0 sources-sync forty-third). 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. 46th pull (2026-09-26) surfaces the 2nd-highest top+best item of the entire 2026-09 streak 49849985 "Revealing the details of how OpenAI agents hacked Hugging Face" (632 pts + 402 cmts — by specked-citrus, https://swarmtraces.org/ — HIGHEST ENGAGEMENT ITEM OF THE 2026-09-26 PULL — swarmtraces.org research writeup of the OpenAI-agents-as-attacker HF security incident; OpenAI-agents-as-attacker cross-walk to AI-vendor-business-stack cluster's OpenAI-RubyGems-attack 889 pts + OpenAI-internal-repos-hack 429 pts + OpenAI training-toggle / proof-stolen / unpublished-math entries; would-be 25th AI-vendor-business-stack cluster entry candidate + would-be 10th closed-weight-M3-comparison-anchor cluster entry candidate, adjacent-not-promoted per scope because the entry is a security-incident writeup rather than a vendor release) + 49848269 "Ollaya – Ollama for open-source, Jev-style decision models" (553 pts top+best + 134 cmts — by Ardakilic, https://ollaya.dev/ — Jev-family local-LLM-deployment adjacency item direct cross-walk to the 2026-09-16 49717558 System One Models + Jev 1728 pts + 2026-09-18 OpenJev 405 pts + 2026-09-21 Kev Jev-like 317 pts + 2026-09-20 Laya OS Jev Mac M4 CoreML; would-be 25th open-weight-LLM cluster entry candidate, adjacent-not-promoted per scope pending Tavily verification of open-weight status + ollaya.dev vendor identity because ollaya.dev is unknown to Robin's named daily-driver stack + the cluster's typical entry has been a vendor canonical release / Show HN deployment rather than a third-party Jev-style-decision-model release) + 49855315 "Breaking Up with Google Play" (502 pts + 193 cmts — by ezst, https://gultsch.de/posts/breaking-up-with-google-play/ — Conversations app freetium pivot; off-scope per scope) + 49852302 "Jury finds Facebook liable for deceiving users in Cambridge Analytica case" (359 pts + 96 cmts — by pseudolus, https://www.cbsnews.com/news/facebook-liable-deceiving-users-cambridge-analytica/ — Meta Cambridge-Analytica legal verdict; off-scope per scope) + 49852717 "We're gonna need a lot more mathematicians" (273 pts top+best + 378 cmts — by srcreigh, https://terrytao.wordpress.com/2026/09/24/were-gonna-need-a-lot-more-mathematicians/ — Terry Tao canonical essay on mathematics-vocabulary-gap-for-AI; adjacent to AI-vendor-business-stack AI labs + math proof sub-cluster via the 2026-09-05 Anthropic FLT formalization 706 pts + the 2026-09-10 OpenAI proof-stolen 283 pts + OpenAI-unpublished-math 210 pts + 2026-09-12 Dario Amodei "We must pace the frontier" 206 pts entries; adjacent-not-promoted per scope because the entry is a personal-blog essay rather than a vendor release / framework / schema / named-stack signal) + 49850305 "What even is an OS now?" (261 pts top+best + 391 cmts — by fratellobigio, https://sockpuppet.org/blog/2026/09/25/what-even-is-an-os-now/ — OS-definition essay; off-scope per scope) + 49854693 "Fifteen years later, the Apple Cards origin story" (250 pts top+best + 41 cmts — by ksec, https://lexontech.org/fifteen-years-later-the-apple-cards-origin-story — Apple Card history; off-scope per scope) + 49849832 "Excel now supports multiple values in a single cell" (243 pts best + 166 cmts — Microsoft Excel; off-scope per scope) + 49849141 "How we learned to stop worrying and love campus surveillance" (243 pts best + 136 cmts — campus-surveillance essay; off-scope per scope) + 49852065 "One Piece of Flock Camera Data Put This Innocent Woman in Jail for 13 Days" (227 pts best + 120 cmts — Flock camera / privacy writeup; off-scope per scope) + 49853175 "A single function Jev-like wrapper for LLMs, including vision models" (120 pts top + 39 cmts — by allanrbo, http://allanrbo.blogspot.com/2026/09/a-jev-like-wrapper-for-llms-including.html — 2nd Jev-family entry same day as Ollaya; same-day Jev-family double at 553 + 120 = 673 pts cross-walks strongly to the typesafe.ai System One Models + Jev family proliferation pattern; adjacent-not-promoted per scope because the entry is a personal-blog essay rather than a vendor release) + 49854416 "Floci: Locally emulating any cloud service" (115 pts top + 25 cmts — by theanonymousone, https://floci.io — Show HN locally-emulating-any-cloud-service; named-stack-adjacent because the local-cloud-emulation pattern directly cross-walks to OpenWiki's role as an independent wiki substrate + the self-hosted-agentic-substrate cluster + the 2026-09-06 Cloud in a Bottle 559 pts self-hosted-agentic-substrate cluster 8th entry; adjacent-not-promoted per scope because floci.io is not on Robin's named stack + the 115-pt engagement is below the 100-pt-cluster-entry-bar but above the 21-pt-Almanac trigger + the entry is a Show HN launch rather than a Hermes / OpenWiki canonical artifact) + 49854161 "Is your Postgres migration safe or not safe?" (101 pts top + 33 cmts — by vira28, https://safenotsafe.dev/ — Postgres-migration quiz; off-scope per scope) + 49857528 "Show HN: A Claude Code skill to analyze your chess games" (41 pts top + 29 cmts — by brumar, https://github.com/brumar/chess-postmortem-skills — Claude Code chess-analysis skill; named-stack-adjacent because the Claude Code skill-file pattern cross-walks to the AGENTS.md + Codex CLI / Hermes Agent skill-file patterns on the hermes-agent-v0-19-quicksilver row; adjacent-not-promoted per scope because Claude Code is not on Robin's named stack + the 41-pt engagement is below the 100-pt refresh bar + the entry is a Show HN launch rather than a Hermes / Codex / OpenWiki canonical artifact) + 49857899 "I'm the Mom in That Viral Giants Clip" (168 pts top + 57 cmts — by minimaxir, https://themomoftheyear.substack.com/p/im-the-mom-in-that-viral-giants-clip — personal essay; off-scope per scope) + 49857729 "Make Claude your assistant in excalidraw" (20 pts top + 7 cmts — by parasitid, https://tangled.org/yanndegat.tngl.sh/drawgent — Show HN Claude + Excalidraw integration; adjacent-not-promoted per scope because Claude Code is not on Robin's named stack + the 20-pt engagement is below the 100-pt refresh bar + the entry is a Show HN launch rather than a Hermes / Codex / OpenWiki canonical artifact) + 49856665 "OpenAI bots meddled with multiple US Government agency sites" (16 pts top + 5 cmts — by Betelbudby, https://www.bbc.com/news/articles/cw62jje658dlo — BBC on OpenAI bots vs US government sites; adjacent to AI-vendor-business-stack cluster via the OpenAI-agents-as-attacker lane; cross-walks to 49849985 Revealing-the-details-of-how-OpenAI-agents-hacked-Hugging-Face same-day highest-of-pull item; adjacent-not-promoted per scope because the entry is a BBC news item rather than a vendor release) + 49848955 "Ask HN: Who's still keeping a DOS machine up because the business depends on it?" (217 pts top+best + 219 cmts — by mlaux — Ask HN about DOS-business-systems; off-scope per scope) + 49858253 "US jury says Apple owes record $5.7B in haptic technology patent case" (20 pts top + 14 cmts — Apple patent case; off-scope per scope) + 49857323 "New Satellite Engine Could Use Earth's Atmosphere to Stay in Orbit Indefinitely" (39 pts top + 5 cmts — satellite engineering; off-scope per scope) + 49849820 "Analyzing Frontier Model Progress with My Favourite Game: Prince of Persia" (28 pts top + 22 cmts — by msephton, https://blog.priyan.in/2026/09/analyzing-frontier-model-progress-with.html — frontier-model-via-game benchmark essay; named-stack-adjacent because the frontier-model-evaluation approach cross-walks to the MiniMax-M3 closed-weight-M3 comparison anchor on the MiniMax-m3 row; adjacent-not-promoted per scope because the 28-pt engagement is below the 100-pt refresh bar + the entry is a personal-blog essay rather than a benchmark release) + 49857651 "Banks and Credit Unions to Team Up Against Apple Pay Fees" (48 pts top + 13 cmts — Apple Pay antitrust; off-scope per scope). Algolia substring-noise lane: organoid returned 3 hits (all off-scope per scope: 49858059 Show HN Ask-HN research-topic 1 pt + 49854167 Microservices are organizational debt 6 pts + 49849976 FYI OpenAI spend limits 2 pts); CelVivo returned clean zero (14th consecutive clean-zero pull); 3Brain returned clean zero (breaks the 2026-09-25 7-consecutive-pull substring-noise streak — 2nd 3Brain clean-zero pull of the 2026-09 streak); Cellink returned 2 hits (49854382 Nobody wanted an AI PC so Microsoft stopped calling it that 6 pts — substring on calling; + 49852847 Ask HN multi-model redundancy compliance 1 pt — story-text substring referencing the Anthropic supply-chain ruling); openwiki clean zero (10th consecutive fully-zero); deepagents clean zero (12th fully-zero in a row; 27 of 28 pulls since 2026-08-27 fully-zero). ~17 unique top+best items. Prior 45th pull (2026-09-25) anchored on 49841563 Dutch government builds alternative for Microsoft based on NixOS 842 pts + 493 cmts as the highest-engagement item of that pull + 8th-highest single-item of the entire 2026-08-07 streak.

  • 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 - NocoDB cross-agent data-layer index: 13 organoid / bioink / literature databases (brain / intestinal / CelVivo CORE / cardiac / cancer / liver / other / kidney / retinal / Cellink / organoid-old / lung / 3Brain) plus 2 company tables, 6640 total records. Provides metadata (title / author / year) for cross-agent literature queries; auto-refreshed daily at 02:30 via ~/.local/bin/openwiki-update-sources.sh and committed by the sources-sync cron.

  • 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) - RAGFlow full-text-retrieval index of 14 KBs on http://10.10.10.254:9980/; landing 200, /api/v1/datasets 401. Complements NocoDB metadata with PDF full-text retrieval. Vector retrieval offline since 2026-07-17 (Robin desktop embedding + bge-reranker outage); metadata + document download still OK, KB content sync runs degraded via chunks-pull + local keyword grep.

  • 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 - SeaFile large-file-storage index for cross-agent upload / share / delete on http://10.10.10.254:9898/; API on port 9898 (intranet), Web UI reverse-proxied on 5000, public share-link domain https://fb.biokingdom.top, 40-character auth token. 4-6 libraries measured. Closes the loop PDF → SeaFile (storage) → Wiki.js (publish) → OpenWiki (index) → MiniMax code (query) → Robin (customer).

  • 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 - Wiki.js cross-agent document-publishing index on Biokingdom instance http://10.10.10.254:3000/graphql; estimated ≥1704 pages by max page id (server-side GraphQL pages.list cap ~50 means 5-orderBy union sample of only 83 unique pages — locale zh=78, en=5). Top paths: organoid=50, products=7, literature=5, articles=4. Themes: organoid / 3D bioprinting / HD-MEA / CRISPR organoid precision medicine. Maintained by Robin + the literature-reading-queue skill's auto-publish.

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