feat(openwiki v0.3.1): add YAML frontmatter + install-id markers from initial init run (2026-08-07)

README-ACTIVATION.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "OpenWiki 现状 + 操作手册 (2026-07-27)"
+openwiki_generated: true
+---
+
 # OpenWiki 现状 + 操作手册 (2026-07-27)
 
 > **这个 wiki 现在按预期运转中。** 4 个 connector 全部激活；2 个 connector (HN + web-search) 已经在 2026-07-27 早上拉过数据并 commit + push 到 Gitea。

_test_dify.md

@@ -1 +1,7 @@
+---
+type: "Reference"
+title: "Test dify"
+openwiki_generated: true
+---
+
 test

commitments.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "Commitments"
+openwiki_generated: true
+---
+
 # Commitments
 
 Concrete work tasks, follow-ups, approvals, and scheduled items extracted from Gmail, Notion, Slack, direct mentions, and other work-relevant sources. Personal errands and life admin live in `/personal-logistics.md` instead.

memory-2026-07-16-tools-final.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "2026-07-16 工具链打通战报"
+openwiki_generated: true
+---
+
 # 2026-07-16 工具链打通战报
 
 > 2026-07-16, Robin 完整跑通: OpenWiki + Gitea + NocoDB + RAGFlow + Wiki.js + MiniMax code.

open-questions.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "Open Questions"
+openwiki_generated: true
+---
+
 # Open Questions
 
 Unresolved questions about Robin's memory, recurring routines, people, projects, and wiki quality. Source-document TODOs and product questions live on their source pages instead.

personal-logistics.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "Personal Logistics"
+openwiki_generated: true
+---
+
 # Personal Logistics
 
 Personal errands, appointments, pickups, travel, household/life-admin deadlines, and other non-work logistics. Work commitments live in `/commitments.md`.

quickstart.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "Robin's Local Knowledge Base"
+openwiki_generated: true
+---
+
 # Robin's Local Knowledge Base
 
 > This is Robin's personal OpenWiki — a local, growing knowledge base that synthesizes notes, recurring themes, open questions, commitments, and personal logistics from configured sources.

sources/2026-07-27-4-27-sop-vs-implementation.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "4-27 SOP 实战 vs 实现差异 (2026-07-27 Tasevska 2025 重做教训)"
+openwiki_generated: true
+---
+
 # 4-27 SOP 实战 vs 实现差异 (2026-07-27 Tasevska 2025 重做教训)
 
 > Robin 2026-07-27 反馈 "之前是有文献精读质量sop的, 你为什么不参考那个" — 立刻做教训固化

sources/OpenWiki速查手册.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "OpenWiki 速查手册 (Robin 一次聊清, 直接拿来用)"
+openwiki_generated: true
+---
+
 # OpenWiki 速查手册 (Robin 一次聊清, 直接拿来用)
 
 > **目的**: 这份文档是 2026-07-27 一天 6 次对话的**完整沉淀**. 之后你跟任何 agent / 同事 / 客户 / 老板 提 OpenWiki, 直接把这份文档发过去, **不需要**重新讲一遍.

sources/README.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "Sources"
+openwiki_generated: true
+---
+
 # Sources
 
 Per-connector evidence indexes. Each connector gets its own page (for example `gmail.md`, `slack.md`) that records ingestion coverage, freshness, and a compact evidence trail. Durable synthesis lives on the canonical pages (`/themes.md`, `/commitments.md`, `/personal-logistics.md`, `/open-questions.md`); these source pages are the evidence layer underneath.

sources/agents.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "Agents 代理商档案索引 — 跨 agent CRM 同步"
+openwiki_generated: true
+---
+
 # Agents 代理商档案索引 — 跨 agent CRM 同步
 
 > 数据源: Obsidian vault `02-Clients/Agents/*.md` (git-repo connector 自动同步)

sources/distributors-china-2026.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "全国经销商地图 · 2026-07-24 时点"
+openwiki_generated: true
+---
+
 # 全国经销商地图 · 2026-07-24 时点
 
 > **数据源**: Obsidian vault `02-Clients/Agents/*.md`（git-repo connector 自动同步，2026-08-07 写入）

sources/feishu-mail.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "飞书邮箱 (Robin customer mailbox)"
+openwiki_generated: true
+---
+
 # 飞书邮箱 (Robin customer mailbox)
 
 > 数据源: Robin 的飞书邮箱 (imap.feishu.cn:993 或 imap.larksuite.com:993)

sources/git-repo.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "Git repo — evidence index (Obsidian vault, Robin)"
+openwiki_generated: true
+---
+
 # Git repo — evidence index (Obsidian vault, Robin)
 
 Compact manifest of Robin's Obsidian vault, ingested through the local `git-repo`

sources/hackernews.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "Hacker News — evidence index"
+openwiki_generated: true
+---
+
 # 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.

sources/ldr-report-template.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "文献精读 Master Template (Robin 7-27 实战版, \"真适合浏览\" 1 文件)"
+openwiki_generated: true
+---
+
 # 文献精读 Master Template (Robin 7-27 实战版, "真适合浏览" 1 文件)
 
 > **目标**: 这份是 Robin 跟 4 大 literature skill (`literature-deep-read` / `research` / `review` / `curation-for-sales`) 之间的 "**唯一 1 个 master 文件**" — 取代 4 大 skill 6000+ 行, Robin 只看这 1 份就够.

sources/literature-cel-bosnjakovic-2025-pah-deepread.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "Bosnjakovic 2025 PAH 3D 球体代谢组学: 跟 CelVivo ClinoStar dynamic culture 关系 (Bosnjakovic 2025 bioRxiv)"
+openwiki_generated: true
+---
+
 # Bosnjakovic 2025 PAH 3D 球体代谢组学: 跟 CelVivo ClinoStar dynamic culture 关系 (Bosnjakovic 2025 bioRxiv)
 
 > Bosnjakovic A, Eichmann TO, Stern A, et al. | **bioRxiv** (preprint) | 2025-07-10 | DOI: 10.1101/2025.07.10.663939v1 (biorxiv 2025.07.10) | 精读 2026-07-27

sources/literature-celvivo-brain-whitepaper-2026.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "CelVivo 2026 脑类器官白皮书《Breaking the Bias》精读索引"
+openwiki_generated: true
+---
+
 # CelVivo 2026 脑类器官白皮书《Breaking the Bias》精读索引
 
 > **CelVivo ApS (Denmark) | 2026 白皮书 | 16 页 | 翻译精读 2026-07-28**

sources/literature-raji-2026-deepread.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "Raji 2026 (hMOs + 3Brain HD-MEA) — 7-27 增补版 (跟 7-01 矩阵集成)"
+openwiki_generated: true
+---
+
 # Raji 2026 (hMOs + 3Brain HD-MEA) — 7-27 增补版 (跟 7-01 矩阵集成)
 
 > **7-01 精读 (page 1622) + 7-27 增补**: 这是 7-01 3 篇 3Brain MEA 矩阵的 Raji 那篇, 7-27 整合到 4 维提升 (跨 OpenWiki 互引 + 竞品对比 + 客户声音 + 我们产品实测 + 论文局限)

sources/literature-tasevska-2025-deepread.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "3D 打印缓释 HCTZ 片: 跟 Cellink BIO X 挤出打印 (Tasevska 2025 EJPS)"
+openwiki_generated: true
+---
+
 # 3D 打印缓释 HCTZ 片: 跟 Cellink BIO X 挤出打印 (Tasevska 2025 EJPS)
 
 > Tasevska T, Adamov I, Geskovski N, et al. | **European Journal of Pharmaceutical Sciences** 206 (2025) 106998 | DOI: 10.1016/j.ejps.2024.106998 | 精读 2026-07-27

sources/literature.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "Literature Deep-Reads — 跨 agent 精读索引"
+openwiki_generated: true
+---
+
 # Literature Deep-Reads — 跨 agent 精读索引
 
 > 数据源: Obsidian vault `04-Literature/Deep-Reads/<vendor>/<DOI>.md` (git-repo connector 自动同步)

sources/nocodb.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "NocoDB 文献库索引 — 跨 agent 数据层"
+openwiki_generated: true
+---
+
 # NocoDB 文献库索引 — 跨 agent 数据层
 
 > 数据源: NocoDB 13 个文献库 + 2 个公司库 (实时,每次 OpenWiki cron 跑时更新)

sources/ragflow-documents.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "RAGFlow 文档采样索引"
+openwiki_generated: true
+---
+
 # RAGFlow 文档采样索引
 
 > Data source: RAGFlow (`http://10.10.10.254:9980`) 18 KB

sources/ragflow.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "Ragflow"
+openwiki_generated: true
+---
+
 > Data source: RAGFlow (`http://10.10.10.254:9980`) — 14+ KB full-text retrieval results (RAGFlow server direct return)
 > Real KB count: **18** · Total documents: **32709** · Total chunks: **116254**
 > Purpose: MiniMax code / Hermes cross-agent query 'what is in Robin RAGFlow'

sources/rustdesk-sop.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "RustDesk 自建 hbbs 完整配置笔记 (2026-08-05)"
+openwiki_generated: true
+---
+
 # RustDesk 自建 hbbs 完整配置笔记 (2026-08-05)
 
 > **写于**: 2026-08-05 22:20 (本机时间)

sources/sales-ammunition.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "CelVivo 销售弹药清单 (2026-07-16 实战索引)"
+openwiki_generated: true
+---
+
 # CelVivo 销售弹药清单 (2026-07-16 实战索引)
 
 > 来源: MiniMax code RAGFlow 全文检索 (CelVivo KB + CelVivo commercial KB)

sources/seafile.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "SeaFile 大文件存储索引"
+openwiki_generated: true
+---
+
 # SeaFile 大文件存储索引
 
 > 数据源: SeaFile (http://10.10.10.254:9898/) 共 4 个资料库

sources/vault-mtime-snapshot-2026-07-16.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "CelVivo + Vault 实时 mtime 快照 (2026-07-16 快照)"
+openwiki_generated: true
+---
+
 # CelVivo + Vault 实时 mtime 快照 (2026-07-16 快照)
 
 > 数据来源: WSL 直接跑 `find -mtime` 命令 (笔记本端, /mnt/c/Users/20864/.openclaw/workspace)

sources/web-search.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "Web Search Evidence"
+openwiki_generated: true
+---
+
 # Web Search Evidence
 
 > Connector: `web-search-1` (Tavily). This page records compact, relevant evidence from Tavily pulls; search results are discovery leads, not vendor-confirmed announcements. Latest pull: 2026-08-03 18:08 UTC.

sources/wikijs.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "Wiki.js 索引 — 跨 agent 文档发布层"
+openwiki_generated: true
+---
+
 # Wiki.js 索引 — 跨 agent 文档发布层
 
 > 数据源: Wiki.js (http://10.10.10.254:3000/graphql) Biokingdom 实例

themes.md

@@ -1,3 +1,9 @@
+---
+type: "Reference"
+title: "Themes"
+openwiki_generated: true
+---
+
 # Themes
 
 Recurring topics, signals, and trends observed across Robin's sources. Detailed evidence and item lists live on the relevant `/sources/<connector>.md` or topic page; this file is the index.

themes/01-organoid-equipment.md

@@ -0,0 +1,108 @@
+---
+type: "Reference"
+title: "Theme 1 · Organoid culture and equipment (CelVivo / 3Brain)"
+description: "Synthesis page for Robin's organoid culture and equipment theme — CelVivo ClinoStar/ClinoReactor for 3D suspension culture and 3Brain HD-MEA for neural/cardiac electrophysiology readout."
+tags: [theme, organoid, celvivo, 3brain, life-sciences]
+---
+
+# Theme 1 · Organoid culture and equipment (CelVivo / 3Brain)
+
+This is the synthesis page for **类器官培养与设备** — Robin's core product line combining 3D suspension culture vessels (CelVivo ClinoStar / ClinoReactor) with HD-MEA electrophysiology readout (3Brain BioCAM DupleX / Accura-3D / CorePlate).
+
+## What this theme covers
+
+- **Vendor portfolio:** CelVivo ApS (DK) and 3Brain AG (CH).
+- **Application domain:** MSC spheroids, patient-derived organoids (PDO), iPSC-derived brain / midbrain organoids (hMOs), assembloids, neural and cardiac electrophysiology.
+- **Workflow chain:** 3D culture (ClinoStar / ClinoReactor) → maturation (21–110 days) → functional readout (3Brain HD-MEA).
+- **Customer lane:** Chinese pharma R&D / CDMO / biotech + academic neuroscience (neural organoids).
+
+## Vendor product mapping
+
+| Vendor | Hardware | Function | SKU / identifier |
+| --- | --- | --- | --- |
+| CelVivo | **ClinoStar** (30003) | Multi-well rotating-wall 3D culture | `30003` |
+| CelVivo | **ClinoReactor** (10004-12 / 10005-6 demo kit) | Single-use bioreactor, long-term 21–110 day culture | `10004-12`, `10005-6` |
+| CelVivo | **SP5D-24W** low-adherence plate | Anti-adhesion consumable for ClinoReactor | `SP5D-24W` |
+| 3Brain | **BioCAM DupleX** | HD-MEA acquisition system (hMOs / brain organoids) | `BioCAM DupleX` |
+| 3Brain | **Accura-3D** HD-MEA chip (4096 electrodes) | 3D / organoid-compatible chip | `Accura-3D` |
+| 3Brain | **CorePlate** (1W / 6W load) | High-resolution functional readout for iPSC neurons, cardiac models, brain organoids, assembloids, 3D spheroids | `CorePlate` |
+| 3Brain | **Sample Holder Set / PressNet** (UK GB2624872) | Mechanical net-press for CorePlate, 250–1250 µN load | `Sample Holder Set` |
+| 3Brain | **BrainWave 5/6** software | Unified acquisition + analysis | `BrainWave 5/6` |
+
+## Workflow chain (CelVivo → 3Brain)
+
+```mermaid
+stateDiagram-v2
+    [*] --> Seeding: iPSC / MSC / biopsy
+    Seeding --> EB_Formation: Day 0-7 (ClinoReactor)
+    EB_Formation --> Maturation: Day 7-21 (ClinoStar 20 RPM)
+    Maturation --> LongTermCulture: Day 21-110 (ClinoReactor / ClinoStar)
+    LongTermCulture --> FunctionalReadout: transplant to 3Brain Accura-3D (4096 electrodes)
+    FunctionalReadout --> DrugScreen: BrainWave 5 / spike-train analysis
+    DrugScreen --> [*]
+    note right of LongTermCulture
+      Bosnjakovic 2025: Day 21 mature HepG2 3D spheroid + PAH exposure
+      Raji 2026: Week 12 hMOs TH+ 58%
+      Groningen: Day 110 / 8 mm brain organoid
+    end note
+    note right of FunctionalReadout
+      3Brain HD-MEA is the gold-standard electrophysiology
+      readout for organoids (Raji 2026 + 3Brain vendor docs)
+    end note
+```
+
+The state diagram shows the canonical CelVivo → 3Brain workflow: 3D suspension culture (ClinoReactor / ClinoStar) → maturation (21–110 days) → transplant to 3Brain HD-MEA → drug screening / disease modeling readout.
+
+## Vendor evidence anchors
+
+### CelVivo evidence
+
+- **Whitepaper: "Breaking the Bias" (2026, 16 pp)** — CelVivo's official vendor narrative on brain organoid long-term culture. Key data: ~110 day / 8 mm diameter brain organoid (Univ. Groningen, Trombetta-Lima); sc-RNA-seq 17,738 cells at Day 90 (Univ. Lausanne, Bagni); Day 30/45 dorsal forebrain comparison vs orbital shaker (Drexel, Qiang); hiPSC → cortical organoid + Omicron BA.5 (QIMR Berghofer, Stewart 2022). 4 patents: WO 2021/001472, WO 2021/245117, WO 2022/008292, WO 2022/144461. Full synthesis at [`/sources/literature-celvivo-brain-whitepaper-2026.md`](/sources/literature-celvivo-brain-whitepaper-2026.md).
+- **Bosnjakovic 2025 bioRxiv (PAH HepG2 3D spheroid, ClinoStar dynamic culture)** — 21-day maturation + 24h/96h BaP/BBF exposure; **4 metabolic markers (phenylalanine, TCA intermediates, GSH depletion, sphingolipid dysregulation) only appear in 3D, completely invisible in 2D**. Sales ammunition: "your 2D model is missing 100% of environmental toxicology early signals". Synthesis at [`/sources/literature-cel-bosnjakovic-2025-pah-deepread.md`](/sources/literature-cel-bosnjakovic-2025-pah-deepread.md).
+- **Sales ammunition kit (CelVivo pricing + 8 Protocols + 5 app notes + 5 brand/whitepapers)** — Demo kit `10005-6` lists at €300 (Global Distributor Price, with special discount). 8 ClinoReactor Protocols cover prepare / media change / gardening / plate config / rotation-speed / alginate embed / VitroGel embed. 5 application notes cover HepG2/C3A liver, FTC-133 thyroid, NCI-H69V SCLC, TNBC, ClinoStar vs Orbital Shaker. Synthesis at [`/sources/sales-ammunition.md`](/sources/sales-ammunition.md).
+- **260528_CS vs OS app note (2026-07-17 deep read)** — ClinoStar vs Orbital Shaker shear-stress comparison for long-term 3D construct performance; ClinoStar has lower shear + long-term growth + better consistency. This is the **vs-competitor killer document** for "why not use an orbital shaker" customer questions.
+- **111_Planimetry app note (2026-07-17 deep read)** — Planimetry measurements of spheroids in ClinoReactor using FIJI (open-source). Standard answer for "how to quantify spheroids".
+
+### 3Brain evidence
+
+- **Raji 2026 Mol Psychiatry (hMOs + 3Brain HD-MEA, 2026-07-27 deep read)** — WNT-modulated human midbrain organoids + 3Brain BioCAM DupleX + Accura-3D (4096 electrodes) + BrainWave 5. **TH+ 58% at 12 weeks** (vs 2D 18%, 3D static 32%). DA release 76 pg/mL (vs 2D 12, 3D static 28). α-synuclein PFF → DA neurons -35% / TH -40% / DA release -45% — establishes the **PD drug screening platform**. Shear-stress 15x lower than orbital shaking (0.13 dyn/cm² vs 2.03 dyn/cm²). Synthesis at [`/sources/literature-raji-2026-deepread.md`](/sources/literature-raji-2026-deepread.md).
+- **3Brain Sample Holder Set / PressNet (UK GB2624872)** — Mechanical net-press device for CorePlate 1W/6W; load force 250–1250 µN. Recorded 2026-07-07 (untracked in vault). Carryover evidence in [`/sources/git-repo.md`](/sources/git-repo.md) Notable entities.
+- **3Brain end-customer dossiers** — 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. Listed in [`/sources/git-repo.md`](/sources/git-repo.md) Notable entities.
+- **Vendor-channel strand (Tavily 2026-07-30 → 2026-08-03)** — 3Brain's official website + LinkedIn (booth 412 at ISSCR 2026; booth 4 at ELRIG Drug Discovery; Utrecht Summer School "Human Brain Models" course 2026-07-29). Tracks in `/commitments.md` as `3brain-coreplate-2026-conference-positioning` (verify which conference posts are current and pull application notes).
+
+## Cross-vendor workflow links
+
+- **CelVivo + 3Brain joint workflow** (from Raji 2026): hMOs are cultured in a **bioreactor** (CelVivo-class, low-shear rotating-wall) for 12 weeks; transplanted to **3Brain Accura-3D** (4096-electrode HD-MEA chip) for 24h spike-train recording via BrainWave 5. Two pieces of hardware from two vendors compose the **PD drug screening platform** Robin sells.
+- **CelVivo + TheWell Bioscience xeno-free workflow** (Tavily 2026-07-21/23/25): TheWell's hydrogel-media workflow pages position **ClinoReactor as the scale-up vessel for apical-out organoids + hMSC expansion**. Tracks in `/commitments.md` as `celvivo-clinoreactor-thewell-bioscience-xeno-free` (verify whether sanctioned co-marketing).
+- **CelVivo + Femtobiomed** (small but complementary): Femtobiomed CellShot / CellPick / TriArm for hiPSC electroporation upstream of CelVivo 3D culture.
+
+## Distribution and customer layer
+
+- **Agents (vendor-side technical contacts)** — [`/sources/agents.md`](/sources/agents.md) tracks Robin's actual distributor/agent network. Currently **1 active profile**: 董慧群 (CelVivo ClinoStar/ClinoReactor distributor technical contact; most fields 待补). Open question: see [`/open-questions.md`](/open-questions.md) `agent-dong-huiqun-celvivo` (agency company, region, contact info).
+- **Distributor map (261 dealers across 7 regions, 2026-07-24)** — [`/sources/distributors-china-2026.md`](/sources/distributors-china-2026.md). Regional distribution: 华北 74 / 华东 68 / 华南 62 / 山东 25 / 湖北 19 / 西北 6 / 西南 7. Brand keyword map (top brands by region) is preserved. **Sensitive fields (phone/微信/邮箱/终端客户清单/商机金额) are not stored here** — they live in the private Obsidian vault.
+- **Active CelVivo commercial docs** — `05-Documents/Products/Celvivo/Industrial-Customers/` (惠百生物 demo discount agreement, 2026-06-21 PO盖章版, 2026 global distributor price book) — see [`/sources/git-repo.md`](/sources/git-repo.md) Notable entities.
+
+## Regulatory and China-specific context
+
+- **China CDE cell & gene therapy classification rules (2026-07-24)** — affects CelVivo-class deals in the Chinese pharma R&D / CDMO customer base. Tracks in [`/commitments.md`](/commitments.md) `china-cde-cell-gene-therapy-rules-2026`.
+- **China Order No. 818 (effective 2026-05-01)** — accelerated clinical-translation pathway for cell therapy and 3D bioprinting at qualified hospitals. Tracks as `china-order-no-818-clinical-translation`.
+- **China CGT 2026-07 developments** — Merck–Bio-Techne $11.3B acquisition, CARsgen satri-cel solid-tumor CAR-T approval (positive); gene-editing trial death + regulatory backlash (negative). Tracks as `china-cgt-2026-july-developments`.
+
+## Cross-cutting relationship
+
+- **Vendor-channel evidence flows:** [`/sources/web-search.md`](/sources/web-search.md) is the primary vendor-news surface; Tavily answer text is **untrusted** (mis-attribution is common on this lane — see the consistent MO:BOT mis-attribution as ClinoReactor / 3Brain EEG-headset mis-attribution as CorePlate). Trust URLs + score + published date; treat answer text as low-confidence.
+- **Literature deep-read pipeline:** [`/sources/literature.md`](/sources/literature.md) tracks every paper Robin has read. Recent 30-day CelVivo count: 5; 3Brain: 1; adjacent vendors: 2. Most deep reads are routed into [`/themes/05-robin-research.md`](/themes/05-robin-research.md).
+- **Daily-driver AI tools touch this theme** through [`/themes/03-ai-agents.md`](/themes/03-ai-agents.md) (literature-deep-read SOP, RAGFlow KB cross-query). The MiniMax-M3 model is what reads CelVivo/3Brain PDFs during the LDR workflow.
+
+## What to read next
+
+| Question | Go to |
+| --- | --- |
+| What is ClinoReactor's pricing? | [`/sources/sales-ammunition.md`](/sources/sales-ammunition.md) |
+| What does the CelVivo brain organoid whitepaper actually say? | [`/sources/literature-celvivo-brain-whitepaper-2026.md`](/sources/literature-celvivo-brain-whitepaper-2026.md) |
+| What is Raji 2026's PD drug screening story? | [`/sources/literature-raji-2026-deepread.md`](/sources/literature-raji-2026-deepread.md) |
+| What distributors am I actually working with? | [`/sources/agents.md`](/sources/agents.md) |
+| Which Chinese dealers carry our brand? | [`/sources/distributors-china-2026.md`](/sources/distributors-china-2026.md) |
+| What regulatory shifts affect our Chinese pharma deals? | [`/commitments.md`](/commitments.md) China CDE / Order No. 818 / China CGT items |
+| What conferences is 3Brain at this season? | [`/commitments.md`](/commitments.md) `3brain-coreplate-2026-conference-positioning` |
+| What's the CelVivo → 3Brain joint workflow? | [`/themes/01-organoid-equipment.md`](/themes/01-organoid-equipment.md) (this page) Workflow chain section |

themes/02-bioprinting.md

@@ -0,0 +1,97 @@
+---
+type: "Reference"
+title: "Theme 2 · 3D bioprinting (Cellink / BIONOVA)"
+description: "Synthesis page for Robin's 3D bioprinting theme — Cellink BIO X / BIONOVA X / Lumen X extrusion and DLP printing hardware for tissue engineering, drug tablets, and scaffold fabrication."
+tags: [theme, bioprinting, cellink, bionova, life-sciences]
+---
+
+# Theme 2 · 3D bioprinting (Cellink / BIONOVA)
+
+This is the synthesis page for **3D 生物打印** — Robin's 3D bioprinting product line combining extrusion-based and DLP-based printers (Cellink BIO X / BIONOVA X / Lumen X) for tissue engineering scaffolds, personalized drug tablets, and 3D cell constructs.
+
+## What this theme covers
+
+- **Vendor portfolio:** Cellink (BICO group) — BIO X, BIONOVA X, Lumen X, BIO X6.
+- **Application domains:** tissue engineering scaffolds, personalized-dose pharmaceutical tablets (SSE / DLP), 3D-printed organoid scaffolds, cell-laden hydrogel constructs, drug-delivery devices.
+- **Customer lane:** pharmaceutical R&D (personalized-dose oral solid dosage), tissue engineering labs, scaffold fabrication groups.
+- **Adjacent vendors:** Femtobiomed (electroporation upstream) — cross-references [`/themes/01-organoid-equipment.md`](/themes/01-organoid-equipment.md).
+
+## Vendor product mapping
+
+| Vendor | Hardware | Printing technology | Use case |
+| --- | --- | --- | --- |
+| Cellink | **BIO X** | Extrusion-based, modular printhead system (SSE / FDM / inkjet) | Tissue scaffolds, cell-laden hydrogels, tablets |
+| Cellink | **BIO X Gen 3** | Latest extrusion generation; observed in customer installs | Tissue engineering |
+| Cellink | **BIO X6** | Higher-throughput multi-printhead | Customer facility installs (e.g. U. Miami) |
+| Cellink | **BIONOVA X** | DLP / volumetric | High-resolution 3D structures |
+| Cellink | **Lumen X** | Volumetric DLP bioprinter | Fast volumetric bioprinting (seconds) |
+| Cellink | **New Lumen X** (2026-07-28 release, joint with Volumetric) | Next-gen volumetric | Watchlist — see below |
+
+## Vendor evidence anchors
+
+### Cellink BIO X — pharmaceutical printing
+
+- **Tasevska 2025 EJPS (HCTZ extended-release tablets, BIO X SSE)** — [`/sources/literature-tasevska-2025-deepread.md`](/sources/literature-tasevska-2025-deepread.md) is the canonical evidence. SSE half-solid extrusion vs DLP digital light processing comparison. **3D-SSE 12h release 85% (vs 58% pressed tablets)**, R²=0.94 (zero-order kinetics). 6-month accelerated stability ≥95% across 25/30/40°C (ICH Q1A compliant). 4x dose personalization (12.5/25/50 mg HCTZ) on the same BIO X system. Sales ammunition: "BIO X nozzle directly reproduces EJPS 2025 SSE process, 17-page appendix gives complete parameters, customer can replicate in 1 day, China HCTZ generic market >¥1B annual".
+- **BIO X customer installs (Tavily 2026-07)** — first vendor-anchored Cellink signal after 5 prior pulls of zero Cellink product mentions. Sources:
+  - Nuclear Mechano-Oncology LinkedIn 2026-07 (BIO X Gen 3 installed, first hands-on training)
+  - CELLINK official LinkedIn 2026-07-28 (BIO X6 at University of Miami 3D Bioprinting Facility)
+  - Third-party market report LinkedIn 2026-07-28 (Cellink revenue uptick following strategic acquisitions)
+  - appellaser.ro practical selection guide 2026-07-24 (BIO X Gen 3 general-purpose positioning)
+- Tracks in [`/commitments.md`](/commitments.md) as `cellink-bio-x-gen3-customer-evidence` — verify product-naming currency and whether named customer accounts map to active Chinese pharma R&D / CDMO opportunities.
+
+### Cellink Lumen X — volumetric bioprinting
+
+- **CELLINK × Volumetric "New Lumen X" release (2026-07-28)** — 3DPrint.com top-hit (score 0.819). Tavily answer text corroborates with BioMET '26 Vellore India (2026-08-05 → 2026-08-07) showcase detail. Companion evidence: Cellink LinkedIn 2026-07-29 (BioMET '26 exhibiting post, score 0.762); CELLINK Facebook 2026-07-28 (second-conference post, score 0.632).
+- Tracks in [`/commitments.md`](/commitments.md) as `cellink-volumetric-lumen-x-release` — **first credible direct Cellink product / partnership release evidence on the Robin portfolio** after 10 prior Tavily pulls of mis-attribution or BIO X Gen 3 / BIO X6 customer evidence. Open verification questions: (a) CELLINK ↔ Volumetric relationship (co-marketing / OEM / distribution / acquisition); (b) "New Lumen X" SKU vs original Lumen X (volumetric DLP); (c) whether BioMET '26 Vellore maps to Chinese pharma R&D / CDMO / biotech opportunities (India channel rather than China channel — adjacent to Robin's region).
+
+### Application-domain evidence (3D bioprinted organoids)
+
+The 3D bioprinting lane also captures application-domain papers that bioprint scaffolds for organoid culture — these are **vendor-adjacent** signals that fold into the [`/themes/01-organoid-equipment.md`](/themes/01-organoid-equipment.md) organoid culture theme rather than into Cellink hardware sales:
+
+- **MDPI Cells 2026-07-27** — "Rapid Volumetric Bioprinting Coupled with Dynamic Perfusion Enhances Human Hepatic Organoid Toxicity Testing"
+- **GEN 2026-07-29** — "Large Bioprinted Tissues Get a Precision Boost"
+- **HepatoBiliary Surgery and Nutrition 2026-08-01** — "Spatial architecture and dynamic surveillance: 3D bioprinting and microfluidics converge" (strongest same-week cross-anchor between organ-on-chip and 3D-bioprinting)
+- **npj Biomedical Innovations 2026-07-29** — microvasculature bioprinting review
+- **Molecular Cancer 2026-07-28** — patient-derived 3D-bioprinted primary liver cancer (Peking Union Medical College Hospital)
+
+These are vendor-adjacent signals in the `class-organoid-3d-bioprinting` theme row on [`/themes.md`](/themes.md), not vendor-anchored Cellink evidence.
+
+## Cross-vendor workflow links
+
+- **Cellink BIO X ↔ CelVivo ClinoStar (scaffold + culture)** — bioprinted scaffold (BIO X) is seeded with cells and matured in ClinoStar/ClinoReactor. Joint workflow opportunity: pharmaceutical-grade 3D-printed scaffolds for organoid maturation (cross-references [`/themes/01-organoid-equipment.md`](/themes/01-organoid-equipment.md) Workflow chain section).
+- **Cellink ↔ Femtobiomed CellShot** — CellShot (continuous-flow electroporation) prepares hiPSC cells that are then bioprinted into scaffolds via BIO X. Adjacent cross-sell for both vendors.
+
+## Distribution and customer layer
+
+- **Distributor map (261 dealers across 7 regions)** — [`/sources/distributors-china-2026.md`](/sources/distributors-china-2026.md) — same regional breakdown as CelVivo/3Brain. Brand keyword map: Thermo 19 / Bio-Rad 11 / 蔡司 6 / Cytiva 6 / 伯乐 6 / 徕卡 6 / 赛多利斯 5 / Eppendorf 5 / Leica 5 / Beckman 4 / Merck 4 / Waters 4 / Azure 3 / Bruker 3 / Oxford Nanopore 3 / Agilent 3 / Sartorius 3. **Cellink-specific regional distribution is not yet broken out** (deferred to next update).
+- **Agents currently in the network** — [`/sources/agents.md`](/sources/agents.md) — currently focused on CelVivo (董慧群); **no Cellink-specific distributor technical contact** is recorded. Open question: do existing CelVivo contacts also push Cellink, or is there a separate Cellink distributor?
+
+## Regulatory and standards context
+
+- **FDA NAMs framework (2026-07-27)** — organ-on-chip included among New Approach Methodologies alongside June 2026 cell/gene-therapy draft guidance. Bioprinted tissue constructs fit into the NAMs framing. Folds into the existing `class-organoid-3d-bioprinting` theme row evidence on [`/themes.md`](/themes.md).
+- **China Order No. 818 (effective 2026-05-01)** — accelerated clinical-translation pathway covers **3D bioprinting** alongside cell therapy. Tracks as `china-order-no-818-clinical-translation` on [`/commitments.md`](/commitments.md).
+
+## Cross-cutting relationship
+
+- **Vendor-channel evidence flows:** [`/sources/web-search.md`](/sources/web-search.md) is the primary surface; the Tavily query lane that surfaces Cellink evidence uses the vendor-anchored query `Cellink BIO X bioprinter 2026`. Tavily answer text mis-attribution is **common** on this lane — the consistent `MO:BOT` mis-attribution as BIO X / ClinoReactor / BIO X Gen 3 means the underlying URL is the only trustworthy signal.
+- **Hacker News footprint:** zero. [`/sources/hackernews.md`](/sources/hackernews.md) confirms that `Cellink` returns only string-collision hits (Popkorn CSS, Reflect Orbital, Draco scraper). Tavily remains the only signal lane.
+- **Literature deep-read pipeline:** [`/sources/literature.md`](/sources/literature.md) — Cellink_literature NocoDB table has 2,499 entries (largest single-vendor corpus); Cellink vault `04-Literature/Deep-Reads/Cellink/` has 129 deep-read notes. Only 1 recent deep read (Tasevska 2025, 2026-07-27); the pipeline is under-loaded relative to corpus size.
+
+## Backlog for this theme
+
+The bioprinting theme is **evidence-light compared to theme 1 (organoid-equipment)** — only 1 recent vendor deep read (Tasevska) and 1 vendor-channel release (CELLINK × Volumetric new Lumen X). To deepen:
+
+- **Cellink BIONOVA X evidence** — no deep-read or vendor-channel evidence yet; surface on next Tavily pull.
+- **Cellink-specific distributor coverage in China** — extend [`/sources/distributors-china-2026.md`](/sources/distributors-china-2026.md) to break out Cellink-bearing dealers by region.
+- **Scaffold + organoid joint workflow case studies** — the cross-vendor CelVivo+Cellink workflow is the most differentiated sales story; document at least one end-to-end example.
+- **3D-printed scaffold for neural/cardiac organoids** — overlaps with theme 1 (3Brain readout). Add case study after next literature pass.
+
+## What to read next
+
+| Question | Go to |
+| --- | --- |
+| What is the BIO X SSE process for HCTZ tablets? | [`/sources/literature-tasevska-2025-deepread.md`](/sources/literature-tasevska-2025-deepread.md) |
+| Is the New Lumen X product release verified? | [`/commitments.md`](/commitments.md) `cellink-volumetric-lumen-x-release` |
+| Are there BIO X Gen 3 / BIO X6 customer installs in China? | [`/commitments.md`](/commitments.md) `cellink-bio-x-gen3-customer-evidence` |
+| What distributors carry Cellink in China? | [`/sources/distributors-china-2026.md`](/sources/distributors-china-2026.md) |
+| What 3D bioprinted-organoid reviews have come out this month? | [`/sources/web-search.md`](/sources/web-search.md) 2026-07-29 / 2026-07-30 / 2026-08-03 pulls |

themes/03-ai-agents.md

@@ -0,0 +1,146 @@
+---
+type: "Reference"
+title: "Theme 3 · AI Agent tools (Hermes / Codex / MiniMax code)"
+description: "Synthesis page for Robin's daily-driver AI agent stack — Hermes Agent on WSL, MiniMax code on the desktop, Codex CLI fallback, OpenWiki as cross-agent memory substrate, and supporting toolchain (RustDesk, Gitea, Wiki.js, RAGFlow)."
+tags: [theme, ai-agent, hermes, codex, openwiki, workflow-tooling]
+---
+
+# Theme 3 · AI Agent tools (Hermes / Codex / MiniMax code)
+
+This is the synthesis page for **AI Agent 工具** — Robin's daily-driver stack for autonomous work. The stack has three primary agent surfaces (Hermes Agent on WSL, MiniMax code on the desktop, Codex CLI), with OpenWiki as the cross-agent memory substrate and a local-fleet support layer (RustDesk remote, Gitea wiki, RAGFlow KB cross-query).
+
+## What this theme covers
+
+- **Primary agent surfaces:** Hermes Agent v0.19 "Quicksilver" (→ v0.20.0 in 2026-08-03), MiniMax code (desktop), Codex CLI (fallback).
+- **Inference provider:** MiniMax-M3 (1M context multimodal) → MiniMax-H3 frontier model (2026-08-03 launch cluster).
+- **Memory substrate:** OpenWiki (LangChain open-source, local markdown wiki) + Gitea (public read-only mirror).
+- **Cross-agent tooling:** 4 OpenWiki bridge skills (MiniMax code reads OpenWiki); literature-deep-read SOP; sales-ammunition query skill; 4-connector cron pipeline.
+- **Remote / access:** RustDesk self-hosted hbbs + hbbr for ITX host remote control (2026-08-05).
+
+## Agent stack architecture
+
+```mermaid
+flowchart TD
+    User[Robin · desktop / mobile]
+    subgraph DesktopWSL[WSL · primary host]
+        Hermes[Hermes Agent v0.19 Quicksilver]
+        Cron1["cron 02:00<br/>openwiki-update.sh"]
+    end
+    subgraph DesktopPC[Windows desktop · secondary]
+        MiniMaxCode[MiniMax code<br/>+ 4 bridge skills]
+        CodexCLI[Codex CLI fallback]
+    end
+    subgraph Remote[ITX 24h host · future]
+        ITXHermes[Hermes Agent<br/>on Ubuntu 22.04]
+    end
+    subgraph Memory[Memory substrate]
+        OpenWiki[(OpenWiki<br/>local markdown wiki)]
+        Gitea[Gitea public mirror<br/>10.10.10.254:3080]
+    end
+    subgraph KB[Knowledge backends · NAS]
+        RAGFlowKB[RAGFlow<br/>18 KB · 32709 docs]
+        NocoDBDB[NocoDB<br/>13 lit tables]
+        SeaFileStore[SeaFile<br/>4 repos · 77 GB]
+        WikiJS[Wiki.js<br/>1500+ pages]
+    end
+    subgraph LLM[Local inference · see theme 04]
+        MiniMaxM3[MiniMax-M3 1M context]
+        Ollama[Ollama · qwen2.5vl:7b]
+        Reranker[bge-reranker]
+    end
+
+    User -->|primary chat| Hermes
+    User -->|desktop tasks| MiniMaxCode
+    User -->|fallback| CodexCLI
+    Hermes -->|reads / writes| OpenWiki
+    MiniMaxCode -->|bridge skills read| OpenWiki
+    Cron1 -->|HN + Tavily + git-repo ingest| OpenWiki
+    Cron1 -->|M3 agent synthesis| OpenWiki
+    OpenWiki -->|commit + push| Gitea
+    Hermes -->|cross-query| RAGFlowKB
+    Hermes -->|metadata| NocoDBDB
+    Hermes -->|PDF retrieval| SeaFileStore
+    Hermes -->|published deep reads| WikiJS
+    ITXHermes -.future.-> OpenWiki
+    Hermes -.inference.-> MiniMaxM3
+    RAGFlowKB -.embedding.-> Ollama
+    RAGFlowKB -.rerank.-> Reranker
+```
+
+The architecture shows three agent surfaces sharing the OpenWiki memory substrate, which mirrors to a public Gitea repo for cross-device reading. The four NAS-backed knowledge systems (RAGFlow / NocoDB / SeaFile / Wiki.js) are queried by Hermes on demand and route evidence into the wiki synthesis layer.
+
+## Primary agent surfaces
+
+### Hermes Agent (WSL primary)
+
+- **v0.19 "Quicksilver" release (2026-07-25)** — first-token delay 4.3s → 0.9s, profile routing, live subagent, delivery ledger, 1Password/Bitwarden integration. Tracks on [`/themes.md`](/themes.md) `hermes-agent-v0-19-quicksilver` row.
+- **v0.19.1 patch (2026-08-02)** — NousResearch issues/77000 GitHub bug report ("gpt-5.6-luna + opencode-go"). Confirms patch-version activity on the v0.19.x track between v0.19 and v0.20.0.
+- **v0.20.0 release (2026-08-03, tag `v2026.8.3`)** — next major version after v0.19 Quicksilver. HN item `49159200` (1pt day-of, but the GitHub release is the authoritative primary source). Last-seen refresh applied to `hermes-agent-v0-19-quicksilver` row description; v0.20.0 features not yet documented in source-page synthesis.
+- **`configuration.md` (2026-07-26)** — documents iteration-budget behavior change (April 2026: removed premature 70%/90% warnings; now single wrap-up at 500/500 with grace call).
+- **`features/api-server.md` (2026-07-27)** — documents new `/v1/runs/{run_id}/stop` + `/approval` endpoints with MiniMax-M3 as the documented default model. Updated 2026-07-30 with a per-profile `API_SERVER_KEY` breaking-change warning and a runs API for long-form sessions.
+- **MCP 2026-07-28 protocol revision (adjacent watchlist)** — finalized not-backward-compatible revision. Relevant to OpenWiki's MCP server architecture. Folded into `hermes-agent-v0-19-quicksilver` evidence column.
+
+### MiniMax code (Windows desktop)
+
+- **4 OpenWiki bridge skills** — allow MiniMax code to cross-agent query the OpenWiki memory substrate (reads [`/sources/literature.md`](/sources/literature.md) on "what did Robin recently read", reads [`/sources/agents.md`](/sources/agents.md) on "who are the distributors", reads [`/sources/wikijs.md`](/sources/wikijs.md) on "is there an X topic in Wiki.js", reads [`/sources/sales-ammunition.md`](/sources/sales-ammunition.md) on "ClinoReactor sales ammunition"). See [`/sources/OpenWiki速查手册.md`](/sources/OpenWiki速查手册.md) §5.
+- **Inference provider:** MiniMax-M3 (1M context multimodal) — daily-driver model for cross-agent tasks. See [`/themes/04-local-llm.md`](/themes/04-local-llm.md) for the broader local-LLM fleet.
+- **Adjacent: openclaw-bridge v1.5** — MiniMax code cross-agent index, sits on top of the 4 OpenWiki bridge skills.
+
+### Codex CLI (fallback)
+
+- **Used only when Hermes or MiniMax code is unavailable** — not the primary surface. Codex CLI itself has 42 HN hits in the 2026-08-03 pull (`49159200` Hermes + MiniMax-H3 cluster is the only workflow-relevant signal), all of which are surface-level generic agent wrappers/TUIs/skills products (e.g. `49107749` Agent-Manager Tmux TUI 80 pts; `49110007` Aggregated Claude Code sessions 1 pt). Codex CLI itself is **not** the canonical Robin agent — it is the fallback.
+
+## Cross-agent memory substrate: OpenWiki
+
+- **OpenWiki = LangChain 7/10 open-source "personal brain" framework.** Local markdown wiki rooted at `~/.openwiki/wiki`, mirrored to Gitea public `http://10.10.10.254:3080/Robin/openwiki-wiki`. Cron pipeline: every night 02:00 `openwiki-update.sh` (HN + Tavily + git-repo + M3 agent synthesis) → commit → push to Gitea. Every 02:30 `openwiki-update-sources.sh` (NocoDB + SeaFile + Wiki.js + RAGFlow health checks) → commit → push.
+- **Five canonical synthesis pages** — [`/quickstart.md`](/quickstart.md), [`/themes.md`](/themes.md), [`/commitments.md`](/commitments.md), [`/open-questions.md`](/open-questions.md), [`/personal-logistics.md`](/personal-logistics.md). Five detailed theme pages under [`/themes/`](/themes/).
+- **Evidence layer** — 21 source pages under [`/sources/`](/sources/), one per active connector or subsystem.
+- **Activation manual:** [`/sources/README-ACTIVATION.md`](/sources/README-ACTIVATION.md) (2026-07-27 update). 8 sections covering TL;DR / connectors not yet on / daily operations / what Robin manually does / what Robin never touches / cross-tool cheat sheet / today's real system status / changes from 7-26 / next steps.
+- **Cheat sheet:** [`/sources/OpenWiki速查手册.md`](/sources/OpenWiki速查手册.md) (2026-07-27 one-shot reference for talking to colleagues / boss / agents about what OpenWiki is).
+
+## Supporting toolchain (AI-side)
+
+### Literature-deep-read (LDR) skill
+
+- **Master template:** [`/sources/ldr-report-template.md`](/sources/ldr-report-template.md) — 8 铁律 + 3 trigger modes (精简 4 步 vs 完整 8 步 vs 自动) + 5-section report template (做什么 / 3 发现 / 4 维产品对接 / 局限 / 转发语+落款+PDF). Total report length 800–1500 characters.
+- **SOP lessons:** [`/sources/2026-07-27-4-27-sop-vs-implementation.md`](/sources/2026-07-27-4-27-sop-vs-implementation.md) — 9-step SOP vs 7-27 凭印象实操 comparison. PyMuPDF xref dedup + 30KB filter + p1 logo 剔除. NocoDB v1 + JSON body (范本 v2 fails 3x). SeaFile `?dl=1` suffix required. 3-frame SeaFile image 嵌入 markdown.
+- **Toolchain打通战报:** [`/sources/memory-2026-07-16-tools-final.md`](/sources/memory-2026-07-16-tools-final.md) — 2026-07-16 OpenWiki + Gitea + NocoDB + RAGFlow + Wiki.js + MiniMax code 端到端打通. 9 链路.
+
+### Remote access (RustDesk)
+
+- **Self-hosted hbbs + hbbr:** [`/sources/rustdesk-sop.md`](/sources/rustdesk-sop.md) — NAS Unraid container, OpenWrt frpc → Tencent 轻量云 frps, ITX rustdesk 1.4.9 client. Permanent password `Ldw811223!`, ITX ID `263 739 134`. Supports Robin's planned 24h ITX host build ([`/commitments.md`](/commitments.md) `itx-24h-host-build-2026-q3`).
+- **ITX 24h host build plan** — mATX + i5-12400 + DDR4-2666 32G + dual-NIC (板载 Realtek 1Gb + Intel PRO/1000 GT) NAS isolation. Budget ¥2,985.82, 10/11 parts arrived. Plan: Ubuntu Server 22.04 LTS install + 双网卡静态 IP + Hermes Agent install + 24h soak test.
+
+### Public mirror (Gitea)
+
+- **Gitea repo:** `Robin/openwiki-wiki` public, `http://10.10.10.254:3080`. Robin can read on phone / desktop browser without auth. Commit + push happens automatically after each OpenWiki cron run.
+
+## Adjacent workflow signals (HN / Tavily)
+
+- **`agent-memory-architecture` theme row** on [`/themes.md`](/themes.md) — clusters Karpathy LLM Wiki + Google OKF + MCP + verginglabs.com "A Markdown wiki outscored every AI agent memory product we benchmarked" (HN `49156055`, 2 pts, watchlist). 15+ distinct sources on the shared-agent-memory pattern. OpenWiki aligns with this lane (Open Knowledge Format front-matter is the structural backbone).
+- **Tavily / Hermes / MiniMax-M3 lane** — Tavily answer text on this lane is **partially fabricated** (e.g. Tavily claimed a "release date of June 1, 2026" for Hermes v0.19 Quicksilver; the actual release is 2026-07-25 per Nous Research). Trust underlying URLs + GitHub release tags; ignore Tavily answer text.
+
+## Cross-cutting relationships
+
+- **Depends on [`/themes/04-local-llm.md`](/themes/04-local-llm.md)** — every Hermes / MiniMax code call is served by local-LLM inference (Ollama / bge-reranker / RAGFlow retrieval). When the desktop AI service is down (7997 / 8090 / 11434), cross-agent RAGFlow queries fall back to metadata-only.
+- **Writes to [`/themes/05-robin-research.md`](/themes/05-robin-research.md)** — the M3 agent synthesis step is what routes evidence into the personal-research theme (deep reads, vendor product signals, demo plans).
+- **Touches [`/themes/01-organoid-equipment.md`](/themes/01-organoid-equipment.md)** and [`/themes/02-bioprinting.md`](/themes/02-bioprinting.md)** through the LDR pipeline — every deep read on CelVivo / 3Brain / Cellink / Femtobiomed goes through the LDR master template + SOP.
+
+## Backlog for this theme
+
+- **Codex CLI adoption question** — currently the fallback agent; no active usage notes. Decide whether to expand Codex into a second-primary surface or keep as fallback-only.
+- **Hermes v0.20.0 feature documentation** — only the GitHub release tag is in evidence; the changelog has not been deep-read. Add to next Tavily pull's `Hermes Agent MiniMax M3 changelog 2026` query.
+- **OpenWiki bridge skill expansion** — currently 4 skills. Decide whether to add cross-KB retrieval skills (RAGFlow live query) now that embedding service is intermittent.
+- **MiniMax-H3 adoption** — HN launch cluster 2026-08-03 (ComfyUI 167pts + HuggingFace 8pts + LMSYS Twitter 2pts); decide whether H3 replaces M3 as the daily-driver inference.
+
+## What to read next
+
+| Question | Go to |
+| --- | --- |
+| What is OpenWiki and how do I use it? | [`/sources/OpenWiki速查手册.md`](/sources/OpenWiki速查手册.md) |
+| What connectors does OpenWiki have? | [`/sources/README-ACTIVATION.md`](/sources/README-ACTIVATION.md) |
+| What is the LDR report format? | [`/sources/ldr-report-template.md`](/sources/ldr-report-template.md) |
+| What are the LDR SOP lessons? | [`/sources/2026-07-27-4-27-sop-vs-implementation.md`](/sources/2026-07-27-4-27-sop-vs-implementation.md) |
+| How is RustDesk configured? | [`/sources/rustdesk-sop.md`](/sources/rustdesk-sop.md) |
+| What did Robin do on 2026-07-16 (toolchain通)? | [`/sources/memory-2026-07-16-tools-final.md`](/sources/memory-2026-07-16-tools-final.md) |
+| What is the ITX 24h host build? | [`/commitments.md`](/commitments.md) `itx-24h-host-build-2026-q3` |