From 56ed71489a7e17a4a5fe65b3668069b71963df9a Mon Sep 17 00:00:00 2001
From: OpenWiki Bot <openwiki@local>
Date: Tue, 28 Jul 2026 02:12:54 +0800
Subject: [PATCH] chore: daily update 2026-07-28

---
 .last-update.json      |  2 +-
 commitments.md         |  7 +++++
 quickstart.md          |  2 +-
 sources/feishu-mail.md | 41 ++++++++++++++++++++++++++
 sources/git-repo.md    | 63 ++++++++++++++++++++++++++-------------
 sources/hackernews.md  | 38 ++++++++++++++++++++++--
 sources/web-search.md  | 67 +++++++++++++++++++++++++++++++++++++++++-
 themes.md              |  3 +-
 8 files changed, 197 insertions(+), 26 deletions(-)
 create mode 100644 sources/feishu-mail.md

diff --git a/.last-update.json b/.last-update.json
index 409a6af..48a61e9 100644
--- a/.last-update.json
+++ b/.last-update.json
@@ -1,5 +1,5 @@
 {
-  "updatedAt": "2026-07-26T18:21:48.752Z",
+  "updatedAt": "2026-07-27T18:10:46.353Z",
   "command": "update",
   "model": "MiniMax-M3"
 }
diff --git a/commitments.md b/commitments.md
index d2bb71a..4484fbe 100644
--- a/commitments.md
+++ b/commitments.md
@@ -11,6 +11,13 @@ Concrete work tasks, follow-ups, approvals, and scheduled items extracted from G
 - Status: open
 - Notes: Single credible regulatory-trade source. Pull the NMPA/CDE-direct release before the next vendor sync; check whether any active CellShot-TriArm or ClinoReactor-class deals depend on the new classification scope.
 
+### celvivo-clinoreactor-thewell-bioscience-xeno-free: verify TheWell Bioscience co-marketing signal on next CelVivo check
+- Owner: me
+- Source: web-search — thewellbio.com 2026-07-21 / 2026-07-23 / 2026-07-25 (Xeno-Free Cell Culture Media, Stem Cell Culture Product Guide, Apical-Out Organoids white paper — all explicitly name "CelVivo ClinoReactor™")
+- Due: unscheduled
+- Status: open
+- Notes: First vendor-anchored CelVivo ClinoReactor signal in any Tavily pull (prior pulls returned only MO:BOT / generic organoid). TheWell Bioscience is a hydrogel-media partner; their workflow pages position ClinoReactor as the scale-up vessel for apical-out organoids + hMSC expansion. Confirm with CelVivo whether this is a sanctioned co-marketing arrangement and whether it maps to any active Chinese pharma / CDMO deal.
+
 <!--
 Structure for new entries:
 
diff --git a/quickstart.md b/quickstart.md
index 5d92d0e..85edf74 100644
--- a/quickstart.md
+++ b/quickstart.md
@@ -23,7 +23,7 @@
 
 - **Wiki state:** initialized — Hacker News, the local Obsidian vault, and Tavily web search are active and feeding `/sources/hackernews.md`, `/sources/git-repo.md`, `/sources/web-search.md`, and `/themes.md`.
 - **Connectors:** Hacker News, git-repo, and web search active. Gmail, Slack, Notion, and X are not yet configured — see "Adding sources" below.
-- **Last update:** see [/.last-update.json](/.last-update.json) — this run was a 3-connector refresh (`hackernews-1` + `web-search-1` + `obsidian-robin-1`) after the 2026-07-27 `~/.openwiki/INSTRUCTIONS.md` scope file was loaded. No new vendor-anchored evidence; wiki evidence indexes updated to document the new pull coverage.
+- **Last update:** see [/.last-update.json](/.last-update.json) — this run was a Tavily web-search refresh (`web-search-1` pulled 2026-07-27 18:04 UTC). Three scope-aligned items were surfaced: (1) the first vendor-anchored CelVivo ClinoReactor signal — three TheWell Bioscience pages (2026-07-21 / 23 / 25) name "CelVivo ClinoReactor™" in their xeno-free organoid / hMSC workflow content (added to `/commitments.md` as `celvivo-clinoreactor-thewell-bioscience-xeno-free`); (2) Hermes Agent v0.19 "Quicksilver" release (2026-07-25) with first-token delay 4.3s → 0.9s, profile routing, live subagent, delivery ledger, 1Password/Bitwarden integration (new theme row `hermes-agent-v0-19-quicksilver` on `/themes.md`); (3) two 3D-bioprinted organoid review papers (Oxford 2026-07-27, Sage 2026-07-22) and a Pluristyx + aerospace hepatocyte manufacturing partnership (2026-07-27) — all folded into the existing `class-organoid-3d-bioprinting` row. Tavily's synthesized answer text again mis-attributed vendor names on the 3Brain and Cellink lanes; only the underlying URLs were treated as evidence.
 
 ## How to use this wiki
 
diff --git a/sources/feishu-mail.md b/sources/feishu-mail.md
new file mode 100644
index 0000000..db6a2f6
--- /dev/null
+++ b/sources/feishu-mail.md
@@ -0,0 +1,41 @@
+# 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)
+> 用途: MiniMax code / Hermes 跨 agent 召回 "Robin 跟 X 客户最近谈过什么"
+> 更新: 自动 (每 30 分钟 `update-feishu-mail.sh` 拉一次,把新邮件 metadata + 摘要写到本页)
+> 上次同步: **待首次接入后填**
+
+## 配置 (待 Robin 提供 IMAP 凭据后填)
+
+| 项目 | 值 |
+| --- | --- |
+| **邮箱地址** | `<待 Robin 提供>` |
+| **IMAP 主机** | `imap.feishu.cn` (国内) 或 `imap.larksuite.com` (国际) |
+| **端口** | `993` (TLS) |
+| **认证方式** | `LOGIN` 协议 |
+| **专用密码** | `<待 Robin 在飞书网页版生成 - settings.imap>` |
+| **同步范围** | `INBOX` (默认) 或 `INBOX + Sent` (Robin 决定) |
+| **同步策略** | 只读 last 7 天,不删原邮箱,本地缓存 `~/.openwiki/connectors/feishu-mail/raw/` |
+
+## 待接入状态
+
+- `~/.local/bin/openwiki-update-feishu-mail.sh`: **未创建** (Robin 给凭据后立刻写)
+- `crontab` entry `*/30 * * * *`: **待添加** (Robin 给凭据后)
+- `~/.openwiki/INSTRUCTIONS.md`: 需追加 "邮件 follow-up 自动写 commitments.md" 的规则
+- `~/.openwiki/onboarding.json`: 没改 — OpenWiki 不接 feishu,但本目录下的 `sources/feishu-mail.md` 用自写脚本同步
+
+## 跟 OpenWiki 现有 cron 的关系
+
+| 时间 | 脚本 | 跑什么 |
+| --- | --- | --- |
+| 0 2 * * * | `openwiki-update.sh` | HN + Tavily + git-repo + M3 agent update |
+| 30 2 * * * | `openwiki-update-sources.sh` | NocoDB + SeaFile + Wiki.js + RAGFlow 计数 |
+| `*/30 * * * *` (即将加) | `openwiki-update-feishu-mail.sh` | 飞书 INBOX → `sources/feishu-mail.md` |
+
+每 30 分钟刷新一次飞书邮件,Robin 工作日不能立即响应邮件时,wiki 也能 "保鲜"。
+
+## 数据格式 (Robin 给凭据后会真实写入)
+
+| Date | From | Subject | Vendors | Commitments | Open-questions |
+| --- | --- | --- | --- | --- | --- |
+| 2026-07-29 14:23 | 9X Bio <jun@9xbio.com> | RFP: ClinoStar 2 + CelVivo commercial proposal | CelVivo | 7/29 之前回 9X Bio 的 RFP | — |
diff --git a/sources/git-repo.md b/sources/git-repo.md
index 26fa004..3015f2c 100644
--- a/sources/git-repo.md
+++ b/sources/git-repo.md
@@ -15,8 +15,8 @@ the vault, not summarize their content.
 - **Ahead of origin/main:** 3 commits (the `CellShot-TriArm-Demo` plan v1 + v2
   pair, un-pushed as of this run).
 - **Auth:** local path only — no remote, no credentials
-- **Latest fetch:** `2026-07-26T18:16:12Z` (no change vs. 18:12:31 prior pull)
-- **Raw manifest:** `~/.openwiki/connectors/git-repo/raw/2026-07-26T18-16-06-806Z/manifest.json`
+- **Latest fetch:** `2026-07-27T18:07:54Z` (no commit delta vs. 2026-07-26T18:16:06Z prior pull; 4 new untracked files dated 2026-07-27)
+- **Raw manifest:** `~/.openwiki/connectors/git-repo/raw/2026-07-27T18-07-54-571Z/manifest.json`
 - **Source config:** `~/.openwiki/connectors/git-repo/config.json`
 
 ## Working-tree status
@@ -24,19 +24,36 @@ the vault, not summarize their content.
 - **Dirty:** yes
 - **Modified:** `skills/openclaw-workspace` — `git diff --stat` reports 0
   insertions / 0 deletions (touch-only mtime change; no content delta).
-- **Untracked:** `04-Literature/Deep-Reads/3Brain/3Brain_Sample_Holder_Set_PressNet_2026-07-07.md`
-  — new 3Brain note covering the UK GB2624872 Sample Holder Set
-  (CorePlate 1W / 6W, load force 250–1250 µN). Date stamp 2026-07-07.
+- **Untracked (5 files):**
+  - `04-Literature/Deep-Reads/3Brain/3Brain_Sample_Holder_Set_PressNet_2026-07-07.md`
+    — 3Brain UK GB2624872 Sample Holder Set / CorePlate 压网装置 note
+    (load force 250–1250 µN). Date stamp 2026-07-07. *(carryover from prior pull)*
+  - `04-Literature/Deep-Reads/3Brain/Raji_2026_hMOs_dopaminergic_3Brain_MEA_2026-07-27.md`
+    — Raji 2026 Mol Psychiatry: WNT-modulated hMOs + 3Brain HD-MEA
+    (BioCAM DupleX + Accura-3D, 4096 electrodes); TH+ 58% at 12 weeks.
+    Date stamp 2026-07-27. *(NEW this pull)*
+  - `04-Literature/Deep-Reads/Cellink/Tasevska_2025_HCTZ_3D_printed_extended_release_2026-07-27.md`
+    — Tasevska 2025 EJPS: SSE-printed HCTZ extended-release tablets,
+    BIO X-compatible; 12 h release 85% vs 58% (pressed), 6-month
+    stability ≥95%. Date stamp 2026-07-27. *(NEW this pull)*
+  - `04-Literature/Deep-Reads/Celvivo/Bosnjakovic_2025_PAH_3D_spheroid_CelVivo_ClinoStar_2026-07-27.md`
+    — Bosnjakovic 2025 bioRxiv: HepG2 3D spheroid (ClinoStar dynamic
+    culture, 21-day maturation) + BaP/BBF exposure, 4 metabolomic
+    markers only visible in 3D. Date stamp 2026-07-27. *(NEW this pull)*
+  - `OpenWiki速查手册_2026-07-27.md` (vault root) — Robin's OpenWiki
+    cheat sheet ("一天 6 次对话的完整沉淀"). Date stamp 2026-07-27.
+    *(NEW this pull)*
 
-Since the last fetch (2026-07-16T08:07Z), 6 commits have landed on
-`main` covering two threads: a CelVivo ClinoReactor sales-ammunition deep-read
-pair (111_Planimetry + 260528_CS_vs_OS app note) on 2026-07-17, and a new
-`CellShot-TriArm` active deal cluster: kickoff meeting record on 2026-07-17
-followed by three demo-plan revisions (v1, v2 老师版, v2 纯文本版) drafted for
-a 2026-07-20 demo. Dirty working tree is unchanged across the 2026-07-26 fetches
-(17:25, 18:12, 18:16) — the touch-only `skills/openclaw-workspace` mtime and the
-untracked `3Brain_Sample_Holder_Set_PressNet_2026-07-07.md` note are the only
-working-tree deltas, with zero new commits in the last 24 h.
+Since the prior fetch (2026-07-26T18:16:06Z), zero new commits have landed on
+`main` — HEAD is unchanged at `62877d1f` (2026-07-22, 5 days old, still
+inside the 7-day "vault fresh" window). Working-tree deltas this run: the
+same touch-only `skills/openclaw-workspace` mtime plus the four 2026-07-27
+untracked files listed above. The earlier
+`3Brain_Sample_Holder_Set_PressNet_2026-07-07.md` note remains untracked
+from the prior pull. Companion deep-read pages already exist for the three
+new vendor-paper notes: `/sources/literature-raji-2026-deepread.md`,
+`/sources/literature-tasevska-2025-deepread.md`, and
+`/sources/literature-cel-bosnjakovic-2025-pah-deepread.md`.
 
 ## Vault navigation index
 
@@ -70,9 +87,9 @@ Markdown file counts per deep-read subfolder:
 | Subfolder | .md count |
 | --- | --- |
 | `Organoid/` | 658 |
-| `Celvivo/` | 141 |
-| `3Brain/` | 135 |
-| `Cellink/` | 128 |
+| `Celvivo/` | 142 |
+| `3Brain/` | 136 |
+| `Cellink/` | 129 |
 | `Organoid-List/` | 51 |
 | `Product-Reports/` | 38 |
 | `Brain/` | 11 |
@@ -85,7 +102,9 @@ Markdown file counts per deep-read subfolder:
 | `Kidney/` | 2 |
 | `Retinal/` | 1 |
 
-Total ≈ 1,195 deep-read notes. CelVivo, 3Brain, Cellink, and the broad
+Total ≈ 1,199 deep-read notes (+4 untracked vendor-paper deep-reads
+dated 2026-07-27: +1 CelVivo, +1 3Brain, +1 Cellink; the Organoid/ bucket is
+unchanged since none of the new files land there). CelVivo, 3Brain, Cellink, and the broad
 `Organoid/` bucket cover Robin's product KB per the wiki goal focus areas
 (类器官培养与设备, 3D 生物打印).
 
@@ -134,8 +153,12 @@ commits (the recent `工业客户开发手册`, `Robin稿生成通字稿`, `销
 
 | Path | Change | Note |
 | --- | --- | --- |
-| `skills/openclaw-workspace` | modified | touch-only, no content delta |
-| `04-Literature/Deep-Reads/3Brain/3Brain_Sample_Holder_Set_PressNet_2026-07-07.md` | untracked | new 3Brain Sample Holder Set / CorePlate 压网装置 note (UK GB2624872) |
+| `skills/openclaw-workspace` | modified | touch-only, no content delta (unchanged from prior pull) |
+| `04-Literature/Deep-Reads/3Brain/3Brain_Sample_Holder_Set_PressNet_2026-07-07.md` | untracked (carryover) | 3Brain UK GB2624872 Sample Holder Set / CorePlate 压网装置 note |
+| `04-Literature/Deep-Reads/3Brain/Raji_2026_hMOs_dopaminergic_3Brain_MEA_2026-07-27.md` | untracked (NEW) | Raji 2026 Mol Psychiatry — WNT-modulated hMOs + 3Brain HD-MEA (Accura-3D 4096 electrodes) |
+| `04-Literature/Deep-Reads/Cellink/Tasevska_2025_HCTZ_3D_printed_extended_release_2026-07-27.md` | untracked (NEW) | Tasevska 2025 EJPS — SSE-printed HCTZ extended-release tablets, BIO X-compatible |
+| `04-Literature/Deep-Reads/Celvivo/Bosnjakovic_2025_PAH_3D_spheroid_CelVivo_ClinoStar_2026-07-27.md` | untracked (NEW) | Bosnjakovic 2025 bioRxiv — HepG2 3D spheroid (ClinoStar dynamic culture) + PAH exposure |
+| `OpenWiki速查手册_2026-07-27.md` | untracked (NEW) | Robin's OpenWiki cheat sheet (vault root) |
 
 ## Notable entities surfaced by the vault (structural hints only)
 
diff --git a/sources/hackernews.md b/sources/hackernews.md
index 112f868..551a6d8 100644
--- a/sources/hackernews.md
+++ b/sources/hackernews.md
@@ -8,8 +8,42 @@ Compact evidence trail for the Hacker News connector (`hackernews-1`, Robin-cura
 - **Backend:** public HN feeds (`top`, `new`) + Algolia HN search queries
 - **Auth:** none — public feeds
 - **Window:** last 24 hours
-- **Latest fetch:** `2026-07-26T18:16:43Z` (latest 18:16 pull; prior 18:00 pull also documented below)
-- **Raw dumps:** `~/.openwiki/connectors/hackernews/raw/2026-07-26T18-16-06-805Z/hackernews-results.json` (current) · `~/.openwiki/connectors/hackernews/raw/2026-07-26T18-00-02-441Z/hackernews-results.json` (prior)
+- **Latest fetch:** `2026-07-27T18:00:47Z` (latest 18:00 pull on 2026-07-27; prior 2026-07-26 18:16 and 18:00 pulls also documented below)
+- **Raw dumps:** `~/.openwiki/connectors/hackernews/raw/2026-07-27T18-00-02-615Z/hackernews-results.json` (current) · `~/.openwiki/connectors/hackernews/raw/2026-07-26T18-16-06-805Z/hackernews-results.json` · `~/.openwiki/connectors/hackernews/raw/2026-07-26T18-00-02-441Z/hackernews-results.json`
+
+## Latest update — 2026-07-27 18:00 UTC
+
+- **Coverage:** 2 feeds (`top`, `new`), 24 search queries, 51 unique resolved feed stories, and the life-science / vendor / workflow lane hit table below.
+- **Query-set note:** this run reverted to the broader 24-query set the 2026-07-26 18:00 pull used (life-science **plus** OpenWiki/Hermes/MiniMax/Codex CLI/RAGFlow/MCP). The 18:16 vendor-only trim from the prior pull was reverted, so both lanes are back in coverage — consistent with the brief's "keep both lanes" rule.
+- **Life-science lane:** only one materially relevant hit — `49071596` from the `organoid` and `brain organoid` queries (see `class-organoid-3d-bioprinting (refreshed this run)` below). `3Brain` and `Cellink` returned `nbHits=11` and `nbHits=4` respectively but every item was a string-collision / "brain trust" / "your company's AI brain" post — none was vendor-relevant to 3Brain / Cellink. `ClinoStar`, `ClinoReactor`, `CelVivo`, `3D bioprinting`, `3D bioprinter`, `bioprinting clinical`, `spheroid bioreactor`, `microgravity cell culture`, `CELVIVO`, `MEA neuroscience`, `organ-on-chip`, `liver organoid`, `spheroid drug screening` all returned `nbHits=0` — confirms the prior pulls' "no material HN footprint for the 4 vendor lines" finding still holds.
+- **Workflow lane:** `Codex CLI` returned 39 hits but the stories are the recurring wrapper / cost-cutting / "letting agents loose in VMs" cluster already covered in prior pulls; nothing about Hermes Agent, MiniMax-M3, OpenWiki-the-brand, RAGFlow, NocoDB, or SeaFile. `Hermes Agent` returned 2 false positives (Tilde Pay, a debugging tool — both `AI agent` string collisions). `OpenWiki`, `OpenWiki personal brain`, `Claude Code agent workflow`, `RAGFlow`, `agent memory wiki`, `agent personal brain`, `MCP connector agent`, `M3 model` all returned `nbHits=0`.
+- **Synthesis result:** promoted the `class-organoid-3d-bioprinting` Last seen on `/themes.md` to 2026-07-27. No row added for adjacent items (per scope). No commitment row, no open-question row.
+
+| Query lane | Queries run | Qualifying results |
+| --- | --- | --- |
+| Life sciences / vendors | `organoid`, `3D bioprinting`, `3D bioprinter`, `bioprinting clinical`, `spheroid bioreactor`, `microgravity cell culture`, `CELVIVO`, `3Brain`, `Cellink`, `MEA neuroscience`, `organ-on-chip`, `liver organoid`, `brain organoid`, `spheroid drug screening` | 1 (`49071596` — Nature brain-organoid biocomputing article) |
+| AI workflow | `OpenWiki`, `OpenWiki personal brain`, `Hermes Agent`, `Claude Code agent workflow`, `Codex CLI`, `RAGFlow`, `agent memory wiki`, `agent personal brain`, `MCP connector agent`, `MiniMax` | 0 new/promotable |
+
+### class-organoid-3d-bioprinting (refreshed this run)
+
+- **49071596** — score 2 — search hit (`organoid`, `brain organoid`) — "Researchers are building computers that run on brain organoids – but have" (Nature, sbulaev). https://www.nature.com/articles/d41586-026-02316-8. Nature article on biocomputing-on-organoid research; immediately relevant to the organoid + neuroscience-in-vitro application domains covered by the theme row. Engagement is low (2 pts) so it does **not** qualify for the "manual review candidate" rule (needs ≥ 200 pts), but it does refresh the Last seen on `/themes.md` so the theme does not go stale again like the 2026-07-26 run almost let it.
+
+### Adjacent items not promoted
+
+These are off-scope per the brief but worth flagging on this page for traceability; none earn a `/themes.md` row:
+
+- **49065752** — score 1042 — top — "Kimi-K3 on HuggingFace" (Moonshot AI). HuggingFace model card for the new open-weight Kimi-K3 model. **Off-scope** (open-weight launch adjacent to MiniMax-M3 but not part of Robin's named daily-driver stack; per brief, open-weight AI stays at watchlist and never earns a themes.md row). The same launch also has a companion technical report post at **49070985** (302 pts).
+- **49070985** — score 302 — new — "Kimi-K3 Technical Report [pdf]" (MoonshotAI GitHub). Companion to the model card. Same scope treatment.
+- **49068029** — score 74 — new — "Elevated errors on Claude Opus 5" (status.claude.com). Continuation of the Opus 5 status incident line already covered in the prior `49056194` post; touches Claude Code (Robin uses it) but does not change Robin's named stack.
+- **49069939** — score 190 — new — "AI companies spend record sums on Washington lobbying" (FT). Policy adjacent; out of scope per brief.
+- **49072361** — score 54 — new — "MAI-Cyber 1" (Microsoft AI). New Microsoft AI agent model launch. Off-scope.
+- **49068413** — score 1 — new — Show HN: "Karpathy's LLM Wiki as a 'Brain KIT' to build compounding knowledge" (0xchamin on GitHub). String collision on `3Brain`. Engages the same `agent-memory-architecture` watchlist already fed by Worklog SQLite (49059959), Open Knowledge format v0.2 (49059889), Assumption Ledger (49060215). 1 pt — too low to add a new watchlist item.
+- **49064283** — score 1 — returned by `Hermes Agent` (string collision "the agent, using it, found bugs in it" — Show HN debugging tool). Off-scope.
+- **49070028** — score 2 — returned by `Hermes Agent` (string collision "Give your AI agent a bank account" — Show HN: Tilde Pay). Off-scope.
+- **49073146** — score 3 — new — "OpenAI's Sam Altman to Meet with Senate Intelligence Committee's Top Democrat" (Reuters). Off-scope.
+- **49073267** — score 1 — new — "Jensen Huang's first-ever post on X is in defense of open access to AI models" (PC Gamer). Open-weight / policy adjacent; off-scope.
+
+Raw dump: `~/.openwiki/connectors/hackernews/raw/2026-07-27T18-00-02-615Z/hackernews-results.json`.
 
 ## Latest update — 2026-07-26 18:16 UTC
 
diff --git a/sources/web-search.md b/sources/web-search.md
index 976126b..fe1a07d 100644
--- a/sources/web-search.md
+++ b/sources/web-search.md
@@ -1,6 +1,6 @@
 # Web Search Evidence
 
-> Connector: `web-search-1` (Tavily). This page records compact, relevant evidence from the 2026-07-26 pull; search results are discovery leads, not vendor-confirmed announcements.
+> 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: 2026-07-27 18:04 UTC.
 
 ## 2026-07-26 pull
 
@@ -109,3 +109,68 @@ Third Tavily pull on the same day, after the 2026-07-27 `~/.openwiki/INSTRUCTION
 ### Coverage note for next update
 
 The China CDE regulatory lane is no longer being refreshed on every Tavily pull. The existing `/commitments.md` item pins it as `source-backed` with one credible cisema.com source. If a future Tavily or HN pull surfaces an NMPA / CDE-direct corroboration, promote from watchlist to `source-backed` and move into `/themes.md` as a confirmed row.
+ll
+
+Fourth Tavily pull on the 2026-07-27 cycle, run as a stand-alone `openwiki personal --update` source ingest. All 10 queries were re-run. Two lanes produced genuinely new material evidence (CelVivo / ClinoReactor vendor-anchored signal; Hermes Agent v0.19 Quicksilver workflow-tooling release). One lane (3D-bioprinted-organoid reviews) added supporting evidence to the existing `class-organoid-3d-bioprinting` row. The Tavily answer-text mis-attribution pattern recurred on the 3Brain, Cellink, and MiniMax-M3 lanes — flagged again below.
+
+### CelVivo ClinoReactor + TheWell Bioscience xeno-free workflow — source-backed
+
+This is the **first vendor-anchored CelVivo signal in any Tavily pull**. Prior pulls returned only MO:BOT or generic organoid content. Three TheWell Bioscience pages published in the 2026-07-21 / 2026-07-23 / 2026-07-25 window all reference "CelVivo ClinoReactor™" by name in their product content:
+
+- **TheWell Bioscience, 2026-07-21:** [Cell Culture Media (Xeno-Free)](https://www.thewellbio.com/product-category/xeno-free-cell-culture-media). Score 0.591. "An all-in-one xeno-free kit with optimized matrix, medium, and reagents … 3D neural stem cell culture. 2026 TheWell Bioscience Inc. CelVivo ClinoReactorTM". Position: ClinoReactor as the vessel in a complete xeno-free workflow.
+- **TheWell Bioscience, 2026-07-25:** [Xeno-Free Stem Cell Culture Product Guide](https://www.thewellbio.com/xeno-free-stem-cell-culture-guide). Score 0.585. Comprehensive product guide featuring validated applications and optimized workflows that name ClinoReactorTM as part of the integrated workflow.
+- **TheWell Bioscience, 2026-07-23:** [White Paper — Culture Apical-Out Organoids with Xeno-Free VitroGel System](https://www.thewellbio.com/white-paper_culture-apical-out-organoids-with-xeno-free-vitrogel-system). Score 0.213. "3D Cell Culture Scale-up by Using VitroGel® Hydrogel Matrix embedding in CelVivo ClinoReactorTM" — directly frames ClinoReactor as the scale-up vessel for apical-out organoids.
+- **TheWell Bioscience, 2026-07-21:** [Culture Apical-Out Organoids with Xeno-Free VitroGel® System (on-demand webinar)](https://www.thewellbio.com/white-papers/culture-apical-out-organoids-with-xeno-free-with-vitrogel). Score 0.179. Companion webinar to the white paper.
+
+**Tavily answer-text quality is honest on this lane** — the response correctly names TheWell Bioscience's xeno-free product and references ClinoReactor, not hallucinated vendor attributions.
+
+**Robin relevance:** high. This is the only Tavily pull where CelVivo ClinoReactor has been named by a vendor-adjacent (media/reagent) partner, with three same-week pages and a white paper. Possible interpretations: (a) CelVivo-TheWell co-marketing agreement; (b) TheWell is using ClinoReactor as a reference platform for their own product positioning; (c) organic partner content. Promoted to `/commitments.md` as `celvivo-clinoreactor-thewell-bioscience-xeno-free` with status "verify on next CelVivo vendor check". The new evidence is also folded into the `class-organoid-3d-bioprinting` row.
+
+### Hermes Agent v0.19 "Quicksilver" Release — source-backed (workflow tooling, low priority)
+
+The `Hermes Agent MiniMax M3 changelog 2026` query returned a material release note for **Hermes Agent v0.19**, the "Quicksilver" release from Nous Research. Note: Tavily's answer text hallucinated attribution to "MiniMax M3" (the underlying subject is Hermes Agent, not the M3 model). The underlying URLs confirm the release:
+
+- **Instagram (techkwon reel), no exact date in 2026-07:** [Hermes Agent 0.19 Quicksilver Release notes](https://www.instagram.com/reel/DbB2yomkss8). Score 0.573. Names the v0.19 features: first-token delay 4.3s → 0.9s, profile routing, live subagent, delivery ledger, 1Password/Bitwarden integration.
+- **Instagram (Nous Research reel), 2026-07-25:** [Hermes Agent v0.19 Quicksilver Release](https://www.instagram.com/reel/DbGaGsoqUUx). Score 0.475. Nous Research's own channel describes the first-token-delay fix and the wider v0.19 feature set.
+- **Reddit r/hermesagent, 2026-07-22:** [What are your USE CASES for Hermes Agent?](https://www.reddit.com/r/hermesagent/comments/1v34auv/what_are_you_use_cases_for_hermes_agent). Score 0.424. 83 upvotes / 113 comments — community discussion of Hermes Agent usage patterns.
+- **regolo.ai, 2026-07-27:** [TencentDB Agent Memory: Hermes & OpenClaw Setup Guide](https://regolo.ai/tencentdb-agent-memory-the-complete-guide-to-persistent-memory-for-hermes-and-openclaw-with-zero-data-retention). Score 0.120. Third-party persistent-memory backend for Hermes Agent — adjacent integration signal, not a Nous release item.
+
+**Robin relevance:** Hermes Agent is Robin's daily-driver stack per `~/.openwiki/INSTRUCTIONS.md`. v0.19's profile routing, live subagent, and 1Password/Bitwarden integration are story-worthy shifts. New theme row `hermes-agent-v0-19-quicksilver` added to `/themes.md`; this is distinct from the existing `MiniMax-m3` row, which is about the M3 model itself.
+
+**MCP 2026-07-28 revision finalization (adjacent watchlist):** [The Register, 2026-07-23](https://www.theregister.com/devops/2026/07/23/model-context-protocol-prepares-to-break-with-its-stateful-past/5276722) — score 0.059. MCP maintainers plan to finalize the 2026-07-28 protocol revision, not backward-compatible, breaks with stateful past. Single-source, low Tavily score, but directly relevant to OpenWiki's MCP server architecture. Folded into the new `hermes-agent-v0-19-quicksilver` theme row's Evidence column rather than spawning a separate row.
+
+### 3D bioprinted organoid reviews + Pluristyx hepatocyte manufacturing — folded into `class-organoid-3d-bioprinting`
+
+Two same-week review papers and one iPSC + aerospace clinical-grade hepatocyte manufacturing press release re-anchor the existing application-domain theme row:
+
+- **Oxford Academic, 2026-07-27:** [Three-dimensional bioprinted organoids: advances and applications](https://academic.oup.com/rb/article/8722305). Score 0.107. Review of bioprinting techniques, bio-ink development, and clinical applications. Application-domain evidence, not vendor-anchored.
+- **Sage journals, 2026-07-22:** [Three-Dimensional Bioprinting-Enabled Organoids](https://journals.sagepub.com/doi/10.1177/19373368261469463). Score 0.125. Review of major 3D bioprinting technologies (extrusion, droplet, photopolymerization). Application-domain evidence.
+- **GlobeNewswire via Manila Times, 2026-07-27:** [Pluristyx Partners With Leading Regenerative Medicine and Aerospace Pioneers to Standardize Clinical-Grade Hepatocyte Manufacturing for Space and Earth Applications](https://www.manilatimes.net/2026/07/27/tmt-newswire/globenewswire/pluristyx-partners-with-leading-regenerative-medicine-and-aerospace-pioneers-to-standardize-clinical-grade-hepatocyte-manufacturing-for-space-and-earth-applications/2392136). Score 0.219. Pluristyx (iPSC + genetically engineered solutions) partnering with aerospace players on clinical-grade hepatocyte manufacturing. Adjacent to ClinoReactor liver-spheroid use cases.
+
+All three items fold into the existing `class-organoid-3d-bioprinting` row. Last seen refreshed to 2026-07-27; evidence count increased.
+
+### 3Brain / Cellink / CellShot / installed-base / RAGFlow lanes — no new vendor-anchored evidence; Tavily answer-text mis-attribution recurs
+
+- **3Brain CorePlate MEA 2026:** the Nature [portable semi-dry EEG device paper](https://www.nature.com/articles/s41598-026-52672-8) reappears at score 0.187. Tavily's answer text again labels it "3Brain CorePlate MEA 2026" validated in a brain-computer-interface study — the underlying paper is about a portable EEG headset, **not 3Brain MEA chips**. Do not promote as 3Brain evidence. Other hits in this lane (News-Medical FlatMux imaging, Precision Neuro BCI, BioTechniques bi-weekly) are application-domain only.
+- **Cellink BIO X bioprinter 2026:** no direct Cellink result. Top hits are Velo3D Livermore campus, Lumafield Mars X-ray inspection, AI protein engineering model, Repligen–BioLife ($1.5bn cell-therapy acquisition). All unrelated to Cellink BIO X / BIONOVA X / Lumen X. Application-domain only.
+- **CellShot / CellPick bioprinter 2026:** no Femtobiomed result. Cellares–Papillon PPL-001 partnership (Cellares is unrelated to Femtobiomed) at score 0.201, CCDx whole-cell genomic profiling at 0.164, Nature MO:BOT paper re-mention at 0.074. Tavily answer text honestly says "The CellShot CellPick bioprinter 2026 is not directly mentioned in the provided data sources."
+- **labs CelVivo ClinoStar installed base 2026:** no direct result. Cepheid GeneXpert third-generation ADLM 2026 (score 0.112) dominates the top slot and is unrelated to CelVivo installed-base. Query phrasing continues to drift toward competitor/molecular-diagnostic content.
+- **China cell therapy 3D bioprinting regulation 2026:** re-anchors the existing `/commitments.md` `china-cde-cell-gene-therapy-rules-2026` item. Top result: Roots Analysis [Cell Therapy Manufacturing Market Size 2035](https://www.rootsanalysis.com/reports/cell-therapy-manufacturing/285.html) (0.669) re-mentioning Merck's $11.3B Bio-Techne acquisition. Second hit: cisema.com (0.666) — the same China CDE source as the 2026-07-26 18:07 pull.
+- **OpenWiki connectors Tavily RAGFlow 2026:** Tavily recall still broken. Returns AWWA ACE26 SmartBall X pipeline inspection, MBT cybersecurity coverage, Seatrade S-100, OpenTug agricultural shipping, iVeena FDA meeting, RightShip–NorthStandard, LEO satellite scaling, Tokyo fashion show. None of the 8 results touches Robin's actual stack.
+- **agent personal memory wiki 2026:** iTnews State of Data & AI 2026 (Australian enterprise agentic AI, 0.403), LangChain4j self-building-agent (0.168), Times of Israel Cursor CVE-2026-48124 (0.121), Ad Age small-agency awards (0.103 / 0.103 / 0.083 / 0.082), MCP 2026-07-28 revision (0.059, see above). Only the MCP item is actionable; the rest is noise or adjacent to Robin's stack without direct relevance.
+
+### Synthesis result
+
+- **Two new scope-aligned findings:** (a) CelVivo ClinoReactor + TheWell Bioscience xeno-free workflow (vendor-anchored, first time in any Tavily pull); (b) Hermes Agent v0.19 Quicksilver (workflow tooling, source-backed).
+- **Two supporting application-domain items** folded into the existing `class-organoid-3d-bioprinting` row: two 3D-bioprinted organoid review papers (Oxford 2026-07-27, Sage 2026-07-22) and Pluristyx iPSC + aerospace hepatocyte manufacturing press release (2026-07-27).
+- **Tavily answer-text mis-attribution pattern persists** on the 3Brain and Cellink lanes; this is the third pull in a row where the answer text names a vendor that is not actually in the underlying source. Continue treating Tavily answer text as untrusted; only the underlying URLs are evidence.
+- **OpenWiki / RAGFlow lane** still produces zero relevant results after four pulls. Consider dropping this lane from future Tavily runs unless the query is rephrased to anchor on product names (e.g. "RAGFlow 0.x release notes" instead of "OpenWiki connectors Tavily RAGFlow").
+
+## Source coverage (cumulative)
+
+- Pull 1: fetched 2026-07-26T17:39:11Z — raw `~/.openwiki/connectors/web-search/raw/2026-07-26T17-38-33-286Z/web-search-results.json`
+- Pull 2: fetched 2026-07-26T18:07:27Z — raw `~/.openwiki/connectors/web-search/raw/2026-07-26T18-07-14-335Z/web-search-results.json`
+- Pull 3: fetched 2026-07-26T18:16:21Z — raw `~/.openwiki/connectors/web-search/raw/2026-07-26T18-16-06-804Z/web-search-results.json`
+- Pull 4: fetched 2026-07-27T18:04:46Z — raw `~/.openwiki/connectors/web-search/raw/2026-07-27T18-04-01-259Z/web-search-results.json`
+- Queries: pulls 1, 2, 4 = 10 queries each; pull 3 = 6 queries (vendor-anchored only)
+- Instance: `web-search-1`
diff --git a/themes.md b/themes.md
index 50fb492..a8c5383 100644
--- a/themes.md
+++ b/themes.md
@@ -6,9 +6,10 @@ Index kept narrow by design: only themes that map to Robin's actual work (life-s
 
 | Topic key | Theme / Signal | First seen | Last seen | Confidence | Sources | Evidence count | Status | Evidence |
 | --- | --- | --- | --- | --- | --- | --- | --- | --- |
-| `class-organoid-3d-bioprinting` | Recurring organoid, 3D bioprinting, and 3D-cell-culture automation coverage; this window adds Nature evidence on standardized liver-spheroid workflows and organ-on-chip pharmacomicrobiomics, still application-level rather than vendor launches | 2026-07-16 | 2026-07-26 | source-backed | hackernews, web-search | 14+ | active | [HN cluster](/sources/hackernews.md#class-organoid-3d-bioprinting-source-backed); [Tavily evidence](/sources/web-search.md#3d-spheroid-automation-and-assay-standardization--source-backed) |
+| `class-organoid-3d-bioprinting` | Recurring organoid, 3D bioprinting, and 3D-cell-culture automation coverage; this window adds a 2026-07-27 Oxford Academic review on 3D-bioprinted organoids, a 2026-07-22 Sage review on bioprinting-enabled organoids, a 2026-07-27 Pluristyx iPSC + aerospace clinical-grade hepatocyte manufacturing partnership, and the first vendor-anchored CelVivo ClinoReactor co-marketing signal (TheWell Bioscience xeno-free workflow pages) on top of the prior Nature / HN evidence; still mostly application-domain plus one vendor-channel signal | 2026-07-16 | 2026-07-27 | source-backed | hackernews, web-search | 18+ | active | [HN cluster](/sources/hackernews.md#class-organoid-3d-bioprinting-refreshed-this-run); [Tavily: 3D bioprinted organoid reviews + Pluristyx + CelVivo+TheWell 2026-07-27](/sources/web-search.md#2026-07-27-1804-pull) |
 | `china-cde-cell-gene-therapy-rules-2026` | China CDE (under NMPA) published technical guidelines defining scope & classification of cell and gene therapy drugs; standardizes CMC planning for Chinese pharma/CDMO/biotech customers | 2026-07-24 | 2026-07-24 | source-backed | web-search | 1 | watchlist | [Tavily: cisema.com 2026-07-24](/sources/web-search.md#china-cde-cell-gene-therapy-classification-source-backed) |
 | `MiniMax-m3` | MiniMax-M3 (1M context multimodal) HuggingFace model card + Twitter launch; the daily-driver inference provider behind every OpenWiki run and most of Robin's agent work; haimaker.ai July 2026 third-party eval ranks models for Hermes Agent usage | 2026-07-16 | 2026-07-23 | watchlist | hackernews, web-search | 3 | watchlist | [HN: M3 model cluster (huggingface + twitter)](/sources/hackernews.md#MiniMax-m3-watchlist); [Tavily: Hermes Agent best-models eval](/sources/web-search.md#hermes-agent-best-models-eval-source-backed-workflow-tooling-low-priority) |
+| `hermes-agent-v0-19-quicksilver` | Hermes Agent v0.19 "Quicksilver" release (2026-07-25): first-token delay 4.3s → 0.9s, profile routing, live subagent, delivery ledger, 1Password/Bitwarden integration; relevant to Robin's daily-driver stack; MCP 2026-07-28 revision finalization (not backward-compatible) is a related protocol-layer signal | 2026-07-25 | 2026-07-25 | source-backed | web-search | 4 | active | [Tavily: Hermes v0.19 Quicksilver + MCP revision 2026-07-27](/sources/web-search.md#hermes-agent-v019-quicksilver-release--source-backed-workflow-tooling-low-priority) |
 | `openwiki-brand` | `langchain-ai/openwiki` (96 pts) — same product family as Robin's OpenWiki; high-engagement on HN | 2026-07-16 | 2026-07-16 | source-backed | hackernews | 1 (+ 2 adjacent wrappers) | watchlist | [HN: openwiki cluster](/sources/hackernews.md#openwiki-brand-signal) |
 | `agent-memory-architecture` | Show HN items on structured memory / trust layers for agents (Worklog SQLite, Open Knowledge format v0.2, Assumption Ledger) — directly adjacent to OpenWiki's role | 2026-07-26 | 2026-07-26 | watchlist | hackernews | 3 | watchlist | [HN: 49059959, 49059889, 49060215](/sources/hackernews.md#agent-memory-architecture-watchlist--new) |