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chore: initial OpenWiki wiki snapshot (2026-07-16)

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.gitignore
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# OpenWiki scratch files
large_tool_results/
_plan.md
*.tmp
# Don't commit raw JSON dumps (large, regenerable)
.last-update.json
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{
"updatedAt": "2026-07-16T07:39:09.897Z",
"command": "update",
"model": "MiniMax-M3"
}
commitments.md
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# 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.
## Active
_No active commitments yet._
<!--
Structure for new entries:
### <topic-key>: <short title>
- Owner: me | team | other:<name> | unknown
- Source: <connector> — <short ref>
- Due: YYYY-MM-DD or unscheduled
- Status: open | waiting | blocked | done
- Notes: <optional context>
## By owner
### Mine
- (none)
### Team
- (none)
### Other
- (none)
-->
## Completed recently
<!--
Move done items here with a Completed: date so they stay auditable without cluttering Active.
-->
open-questions.md
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# 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.
## Active
_No active open questions yet. New ones will be added here as evidence surfaces real gaps._
<!--
Structure for new entries:
### <topic-key>: <question>
- Owner: <person/team/unknown>
- Seen: YYYY-MM-DD
- Evidence: <short source refs>
- Notes: <optional; only if needed>
-->
## Answered
<!--
Move entries here when resolved and link the answer or canonical source.
### <topic-key>: <original question>
- Evidence: <link/ref to canonical answer or source>
- Answered: YYYY-MM-DD
-->
## Stale
<!--
Move entries here when they no longer look active.
### <topic-key>: <original question>
- Why: <short reason>
- Last seen: YYYY-MM-DD
-->
personal-logistics.md
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# Personal Logistics
Personal errands, appointments, pickups, travel, household/life-admin deadlines, and other non-work logistics. Work commitments live in `/commitments.md`.
## Upcoming
_No upcoming personal logistics yet._
<!--
Structure for new entries:
### <topic-key>: <short title>
- When: YYYY-MM-DD HH:MM (or date-only)
- Where: <location or "remote">
- Status: pending | confirmed | done | cancelled
- Notes: <optional context, e.g. confirm-by date, prep needed>
-->
## Recurring
<!--
Recurring patterns (e.g. weekly class, monthly bill) go here once they appear in evidence.
-->
## Recently completed
<!--
Move done items here with a Completed: date for short-term memory.
-->
quickstart.md
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# 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.
## What this wiki is
- **Personal brain** — durable notes about Robin's life, work, people, projects, and recurring patterns.
- **Synthesis layer** — OpenWiki connector ingestion writes raw data under `~/.openwiki/connectors/<connector>/raw`; this wiki is the opinionated, deduplicated map on top of that evidence.
- **Living document** — pages evolve as new connector data lands. Each update run reviews `open-questions.md` and refreshes the relevant canonical pages.
## How this wiki is organized
| Page | Purpose |
| --- | --- |
| [/quickstart.md](/quickstart.md) | This page — orientation, navigation, status. |
| [/open-questions.md](/open-questions.md) | Unresolved questions about Robin's memory/wiki. Active, Answered, Stale. |
| [/themes.md](/themes.md) | Recurring topics and signals index — terse table. |
| [/commitments.md](/commitments.md) | Work tasks, follow-ups, approvals, scheduled items. |
| [/personal-logistics.md](/personal-logistics.md) | Personal errands, appointments, travel, life admin. |
| [/sources/](/sources/) | Per-connector evidence indexes (one page per active connector). |
## Current status
- **Wiki state:** initialized — Hacker News (`hackernews-1`, LLM agent topics) and the local Obsidian vault (`obsidian-robin`) are both active and feeding `/sources/hackernews.md`, `/sources/git-repo.md`, and `/themes.md`.
- **Connectors:** Hacker News and git-repo active. Gmail, Slack, Notion, X, and web search are not yet configured — see "Adding sources" below.
- **Last update:** see [/.last-update.json](/.last-update.json) — this run was an Obsidian vault (git-repo) source-specific update.
## How to use this wiki
- **Ask questions about the wiki** — Robin can ask things like "what's on my plate this week?" or "what recurring themes have you noticed?" and answers come from these pages first.
- **Update on demand** — `openwiki personal` opens the personal chat; `openwiki personal --update "<message>"` ingests configured connectors and refreshes synthesis pages.
- **Trust labels** — facts use `confirmed`, `source-backed`, `watchlist`, or `saved-context` so Robin can see how solid each claim is.
## Adding sources
When Robin is ready, configure connectors to start populating the wiki:
- **Gmail** — `openwiki auth google` (needs Google OAuth refresh token)
- **Slack** — `openwiki auth slack` (needs Slack user token with `search:read` for definitive self-message search)
- **Notion** — configure Notion MCP via `~/.openwiki/connectors/notion/`
- **X / Twitter** — `openwiki auth x` (needs `OPENWIKI_X_ACCESS_TOKEN`)
- **Web Search** — set `TAVILY_API_KEY`
- **Hacker News** — public feeds, no auth needed
- **Local git repo** — point the `git-repo` connector at a repo path
Auth instructions and env var names live in the OpenWiki operations docs and `~/.openwiki/skills/write-connector.md`.
## Backlog
Deferred until Robin configures connectors or asks for specific documentation:
- **Gmail evidence index** — `/sources/gmail.md` (no Gmail connector configured yet)
- **Slack evidence index** — `/sources/slack.md` (no Slack connector configured yet)
- **Notion evidence index** — `/sources/notion.md` (no Notion MCP configured yet)
- **X / Twitter evidence index** — `/sources/x.md` (no X connector configured yet)
- **Hacker News evidence index** — `/sources/hackernews.md` (active; refreshed in this run)
- **Web search evidence index** — `/sources/web-search.md` (no web search configured yet)
- **Git repo evidence index** — `/sources/git-repo.md` (no local repo wired up yet)
- **Project / people / company pages** — only created when durable entities emerge from ingested data
These are intentionally blank until there is real evidence to put in them. Populating them with placeholders would dilute the synthesis layer.
sources/README.md
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# 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.
## Active connectors
| Connector | Page | Status |
| --- | --- | --- |
| Hacker News (`hackernews-1`, LLM-agent topics) | [/sources/hackernews.md](/sources/hackernews.md) | active |
| Git repo (`obsidian-robin`, Obsidian vault) | [/sources/git-repo.md](/sources/git-repo.md) | active |
Additional connectors appear here automatically once they are authenticated and ingested at least once.
## Connector roll
| Connector | Status | Auth / env var | Notes |
| --- | --- | --- | --- |
| Gmail (`google`) | not configured | `OPENWIKI_GOOGLE_*` via `openwiki auth google` | Direct API; defaults to `newer_than:1d`. |
| Slack | not configured | `openwiki auth slack` | Needs `search:read` for definitive self-message search; otherwise falls back to recent conversations. |
| Notion | not configured | Notion MCP credentials | Discovery via `openwiki_list_mcp_tools`; do not guess tool names. |
| X / Twitter | not configured | `OPENWIKI_X_ACCESS_TOKEN` via `openwiki auth x` | Streams: `home_timeline`, `user_posts`, `mentions`, `bookmarks`, `list_posts`. |
| Web Search | not configured | `TAVILY_API_KEY` | Tavily via LangChain; reads configured queries. |
| Hacker News | **active** (`hackernews-1`) | _(public, no auth)_ | Public feeds (`top`, `new`, `best`) + Algolia HN search queries. Evidence at [/sources/hackernews.md](/sources/hackernews.md). |
| Git repo | **active** (`obsidian-robin`) | local repo path | Local Obsidian vault under `~/.openclaw/workspace`. Writes compact manifest; repo itself is source of truth. Evidence at [/sources/git-repo.md](/sources/git-repo.md). |
## How new source pages get created
When a connector ingests for the first time, an update run will:
1. Write the raw dump to `~/.openwiki/connectors/<connector>/raw/`.
2. Create `/sources/<connector>.md` with the ingestion manifest, freshness, and compact evidence notes.
3. Route durable items into the canonical pages and add a row in `/themes.md` if a recurring signal emerges.
Until then, the new connector only has a row in the active connectors table above and no evidence page of its own.
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# Git repo — evidence index (Obsidian vault, Robin)
Compact manifest of Robin's Obsidian vault, ingested through the local `git-repo`
connector. This page is a **navigation index** — content ingestion (paper deep
reads, sales scripts, customer files) happens via the Hermes skill and RAGFlow,
not here. Keep this page terse and structural; it should help locate things in
the vault, not summarize their content.
## Connector
- **Instance:** `obsidian-robin` (source id `obsidian-robin-1`)
- **Repo path:** `/mnt/c/Users/20864/.openclaw/workspace`
- **Branch:** `main`
- **HEAD:** `1798f7beeb4821624feaff035ddb67014313b1fa` (2026-07-05)
- **Auth:** local path only — no remote, no credentials
- **Latest fetch:** `2026-07-16T08:07:34Z`
- **Raw manifest:** `~/.openwiki/connectors/git-repo/raw/2026-07-16T08-07-27-031Z/manifest.json`
- **Source config:** `~/.openwiki/connectors/git-repo/config.json`
## Working-tree status
- **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.
There are no fresh commits in the 24-hour window; the most recent commit
(1798f7be) is from 2026-07-05. All 24-hour delta is in the working tree above.
## Vault navigation index
The vault uses a numbered top-level layout. Scripts, caches, and `temp*`
working folders are excluded from this index.
| Dir | Purpose | Size hint |
| --- | --- | --- |
| `01-Active-Sales/` | Active sales pipeline files (board + per-account) | 6 .md |
| `02-Active-Deals/` | Deal-level active docs | 1 .md |
| `02-Clients/`, `02-Contacts/` | Client & contact records | sparse |
| `03-Product/` | Product briefs (e.g. 3Brain-Maxwell comparison) | 1 .md |
| `03-Resources/Agents/` | Distributor / agent profiles | a handful |
| `03-Resources/End-Customers/` | End-customer dossiers (3Brain MEA accounts, etc.) | 11+ .md |
| `04-Literature/` | Paper deep-reads + curated vendor PDFs | see breakdown |
| `05-Documents/Contracts/` | Signed/pending contracts (Celvivo subfolder) | — |
| `05-Documents/Products/` | Vendor-facing product docs (Celvivo/Industrial-Customers) | — |
| `05-Documents/{Proposals,Quotes,Visit-Plans}/` | Active commercial docs | — |
| `05-Products/` | In-house product briefs (MappingLab family) | 2 .md |
| `06-Sales/Competitors/` | Competitor tracking | — |
| `06-Sales/Configurations/` | Product configurations | — |
| `06-Sales/Content/{FAQ,Pain-Points,PPT-Scripts,Success-Stories,Training-Materials,推文模板}/` | Sales content library | — |
| `06-Sales/{Price-List,Product-Mapping,Recommendation-Engine}/` | Sales tooling | — |
| `99-Templates/` | Reusable Obsidian templates | 14 .md |
| `memory/` | Daily reports, weekly digests, `.dreams`, archive | 147 .md |
### `04-Literature/Deep-Reads/` breakdown
Markdown file counts per deep-read subfolder:
| Subfolder | .md count |
| --- | --- |
| `Organoid/` | 658 |
| `Celvivo/` | 141 |
| `3Brain/` | 135 |
| `Cellink/` | 128 |
| `Organoid-List/` | 51 |
| `Product-Reports/` | 38 |
| `Brain/` | 11 |
| `Brain-Tumor/` | 9 |
| `Cancer/` | 6 |
| `Liver/` | 6 |
| `Other/` | 4 |
| `3Brain MEA/` | 3 |
| `Cardiac/` | 2 |
| `Kidney/` | 2 |
| `Retinal/` | 1 |
Total ≈ 1,195 deep-read notes. 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).
## Recent commits (latest first)
Pulled from the manifest's `recentCommits` field. Date stamps via
`git log --pretty=format:"%h %ad %s" --date=short`:
| Date | Hash | Note |
| --- | --- | --- |
| 2026-07-05 | 1798f7be | deep-read: X---PIIS193459092400290X.pdf |
| 2026-07-05 | 89d8c156 | feat: 精读 Triantafillu 2018 FSS 球体解离装置 (CelVivo 下游分析) |
| 2026-06-30 | 78985369 | fix(精读): Cai 2026 重写版 — 删 3Brain 硬塞 + 加 KB 验证 |
| 2026-06-30 | 2b0e16ea | feat(精读): Cai 2026 Front Immunol 微流控芯片 + 肿瘤免疫治疗 |
| 2026-06-30 | 8fa04f02 | feat(精读): Liu 2026 Front Immunol 多组学 + 空间转录组 + 类器官整合 |
| 2026-06-30 | 247ebcea | feat(精读): He 2026 Gastroenterology 胃癌类器官 + In Vivo CRISPR 筛选 |
| 2026-06-30 | c7c03dfa | feat(精读): Zhao 2026 Front Med 肾类器官综述 |
| 2026-06-28 | 4029857b | feat: 类器官-MEA 界面综述 — 心脏 Shell MEA (KB 6 文献融合) |
| 2026-06-28 | 75690496 | fix: Raguin 论文 Fig 1-7 share-link → 真实验图 v3 重传 |
| 2026-06-28 | 1427da9f | feat: 精读 Raguin J et al. Cell Rep Methods 2026 — 血管化 + microglia 脑类器官 / GBM 放疗响应 |
| 2026-06-09 | 377a9798 | deep-read: CelVivo-47 视频销售拜访速查手册 2026-06-08.pdf |
| 2026-06-08 | ac82a01c | deep-read: Data Slide Deck Sales (Distributor Presentation).pdf |
| 2026-06-08 | cea6cd57 | deep-read: Clinostar_Introductory_KPL_Translate.pdf |
| 2026-06-07 | 9d70899a | deep-read: Publications _ 3Brain(2).pdf |
| 2026-06-06 | c7511548 | deep-read: Brain-White-Paper_digital_2024_final.pdf |
| 2026-06-06 | 0772ead7 | deep-read: 001_Protocol_Cultivating_Spheroids_and_Organoids.pdf |
| 2026-06-06 | c086f69e | deep-read: 002_Protocol_Cultivating_Cells_in_2D.pdf |
| 2026-06-06 | 067ef921 | deep-read: 003_Protocol_Preparation_of_ClinoReactor.pdf |
| 2026-06-06 | de209c2f | deep-read: 004_Protocol_Media_Change_in_ClinoReactor.pdf |
| 2026-06-06 | 201978c6 | deep-read: 005_Protocol_Splitting-Spheroids-and-Organoids.pdf |
Pattern: every commit since late May is either a vendor-paper deep read (CelVivo
protocol PDFs, 3Brain publications, Cellink reports) or a peer-reviewed paper
deep read routed into `04-Literature/Deep-Reads/`. Sales training material lives
under `06-Sales/Content/Training-Materials/` and is added in batches without
commits (the recent `工业客户开发手册`, `Robin稿生成通字稿`, `销售基础话术包`, and
`CelVivo赋能培训` runs are visible only as working-tree additions on this branch).
## Changed files (this run)
| 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) |
## Notable entities surfaced by the vault (structural hints only)
- **CelVivo industrial customers program** — a dedicated subfolder under
`05-Documents/Products/Celvivo/Industrial-Customers/` holds `CelVivo_中国工业
客户开发研究报告` (v1 + v2), `客户管线定位_1页图`, and `工业客户开发手册-v3`.
This is a self-contained CelVivo China commercial effort.
- **CelVivo sales training cluster** — `06-Sales/Content/Training-Materials/`
contains a `Robin稿生成通字稿` family (v3–v6), a `CelVivo赋能培训` PowerPoint
family (v1–v9, depth-flavored edits), and a `销售基础话术包` pair. Versions
progress from 基础 → 5大管线 → 深度版 → 终稿修正 → 销量仅看.
- **3Brain end-customer dossier set** — 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.
- **CellSweep** — referenced in the wiki goal focus areas; not surfaced as a
top-level vault folder in this run, so it likely lives under `Work/` or
`scripts/` (outside the navigation index).
## Synthesis policy for this source
- **Themes.md / commitments.md / personal-logistics.md / open-questions.md:**
no entries from this run. The vault is a knowledge base, not a live signal
stream; durable synthesis requires reading individual files, which is
delegated to the Hermes skill and RAGFlow.
- Future runs should keep this page structural. Promote a row to a canonical
theme only when the connector observes a recurring workflow (e.g. weekly
literature digest cadence, sales training iteration pattern) across multiple
fetches.
## Next update
Run `openwiki_ingest_connector connectorId=git-repo` (or
`openwiki personal --update`) to refresh. Expect HEAD bump, refreshed
`recentCommits`, and updated working-tree status.
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# Hacker News — evidence index
Compact evidence trail for the Hacker News connector (`hackernews-1`, LLM-agent topics). Synthesis lives on `/themes.md`, `/commitments.md`, etc.; this page only records ingestion coverage and notable items.
## Connector
- **Instance:** `hackernews-1` (Hacker News — LLM agent + life-science/AI tools topics)
- **Backend:** public HN feeds (`top`, `new`, `best`) + Algolia HN search queries
- **Auth:** none — public feeds
- **Window:** last 24 hours
- **Latest fetch:** `2026-07-16T08:21:18Z`
- **Raw dump:** `~/.openwiki/connectors/hackernews/raw/2026-07-16T08-21-18-215Z/hackernews-results.json`
## Ingestion coverage
| Source | Items pulled |
| --- | --- |
| Feed: `top` | 30 |
| Feed: `new` | 30 |
| Feed: `best` | 30 |
| Search queries | 17 queries — see hit table below |
### Search query hits (this run)
Queries were pulled from `~/.openwiki/connectors/hackernews/config.json`. The first
column is the Algolia `nbHits` (total matching stories in HN's index), the rest is
a relevance judgment based on the first 20 returned items.
| Query | nbHits | Relevant? | Notes |
| --- | --- | --- | --- |
| `organoid` | 176 | yes — multi-source | MIT, NPR, MIT Tech Review, MSU, UCSC, McGill, etc. |
| `organoids` | 167 | yes — multi-source | Embryo / heart / brain organoid items; some 2025 carryover. |
| `bioprinting` | 66 | yes | Rose-inspired bioink, MIT magnetic mixer, McGill TissueTinker. |
| `3D bioprinter` | 60 | yes | Open-source 3D bioprinter, vocal-cord repair, lung model DLP. |
| `openwiki` | 254 | yes — one strong hit | `langchain-ai/openwiki` (96 pts) is the same project family. |
| `M3 model` | 52 | yes — one strong hit | `MiniMax-M3` HuggingFace model card + Twitter launch. |
| `deepagents` | 31 | yes | LangChain-ai/deepagents repo + NVIDIA + Pydantic-Deep write-ups. |
| `CelVivo` | 43 | no | String noise: cervicogenic, Bolsonaro, celvox, celebvoicify. |
| `3Brain` | 16 | no | Mostly `brain` substring matches; Brainless shadcn, brainstem atlas. |
| `Cellink` | 19 | no | String noise: ink/agents/avatars. No Cellink bioprinter hits. |
| `ClinoStar` | 2 | no | Unrelated (Start menu, Erlang webmachine). |
| `ClinoReactor` | 0 | n/a | No hits. |
| `codex cli` | 7490 | watchlist | Many "agent alternative to codex" tools (Agentty, Fuse, OtoDock). |
| `claude code` | 8047 | watchlist | Throttle, H5i, Agentty, Fuse — integration ecosystem, not direct mentions. |
| `local LLM` | 2804 | watchlist | Mix of Trellis2.c, LHIC, PixFinder, trollbridge — mostly unrelated. |
| `ollama` | 1232 | watchlist | Goku, Hillnote, OtoDock — downstream tooling. |
| `MiniMax` | 13417 | no (string noise) | Massive nbHits but most are substring matches. M3 query is the cleaner signal. |
Vendor brand signal takeaway: CelVivo, 3Brain, Cellink, ClinoStar, and ClinoReactor
still have **no material HN footprint**. Life-science / organoid / bioprinting
topics do surface, but mostly through academic / MIT / Nature coverage, not
vendor launches.
## Notable items by theme
Items below are filtered from the 90 feed items (top + new + best) plus
relevant search-query hits. Each line: HN id, score, feed(s), one-line gist,
URL. HN ids are stable, so items stay referenceable across runs.
### open-weight-ai (source-backed)
- **48924912** — score 912 — top, best — "Inkling: Our Open-Weights Model" (Thinking Machines announces Inkling). https://thinkingmachines.ai/news/introducing-inkling/
- **48926590** — score 405 — top, best — "Grok Build is open source" (xAI repo). https://github.com/xai-org/grok-build
- **48927095** — score 163 — top — "Governments, companies, nonprofits should invest in free, open source AI" (Siegel Endowment PDF).
- **48931225** — score 1 — new — "Can we trust open weight models?" (Twitter thread link).
### computer-use-agents (source-backed)
- **48922706** — score 32 — top — "Launch HN: Coasty (YC S26) – An API for computer-use agents" (Nitish & Prateek, agents drive legacy desktop apps via screenshots/input). https://coasty.ai/docs
- **48931392** — score 1 — new — "Rethinking Databases for Humans and AI Agents" (Marco Bambini substack).
- **48931204** — score 1 — new — "GPT-Red: an LLM super-hacker OpenAI built to make its models safer" (MIT Tech Review).
### codex-openai (source-backed)
- **48923079** — score 278 — best — "Codex Micro" (OpenAI supply/collab page). https://openai.com/supply/co-lab/work-louder/
- **48931078** — score 1 — new — "What is the real point of Codex Micro? [video]".
- **48931204** — see above — GPT-Red (OpenAI safety work, Codex-adjacent).
### ai-safety-debate (source-backed)
- **48925271** — score 320 — best — "Why I Left Google DeepMind" (turntrout). https://turntrout.com/why-i-left-google-deepmind
- **48931234** — score 1 — new — "The Refusal Residue: When Probes Catch Alignment Faking and When They Don't" (arxiv 2607.13346).
- **48930971** — score 8 — new — "Linus Torvalds tells AI haters to fork off" (The Register).
- **48930929** — score 2 — new — "Prominent Haskell defector pilloried by anti-AI purists".
- **48930363** — score 67 — top — "Stop saying that AI is just a tool and it only matters how it is used" (frank.computer).
- **48931225** — score 1 — new — "Can we trust open weight models?" (also relevant to open-weight-ai above).
### llm-on-old-hardware (watchlist)
- **48922434** — score 274 — top, best — "Running Gemma 4 26B at 5 tokens/sec on a 13-year-old Xeon with no GPU". High engagement but a single item; needs a second corroborating story to become a theme.
## Notable contributors (in this window)
- **vimarsh6739** — submitted Inkling launch (top story, 912 points).
- **skp1995** — submitted Grok Build OSS release (405 points).
- **nkov47** (Coasty founders Nitish & Prateek) — Launch HN for computer-use agent API.
- **apsec112** / **turntrout** — "Why I Left Google DeepMind".
- **gregsadetsky** — "LLM Networking with MikroTik".
- **neomindryan** — Gemma 4 26B on legacy Xeon writeup.
## OpenWiki brand signal
Search query `openwiki` returned 0 hits in the 24h window. Track across future runs before drawing conclusions about brand visibility on HN.
## Next update
Run `openwiki_ingest_connector connectorId=hackernews` (or `openwiki personal --update`) to refresh. Expect another top/new/best sweep plus the same query set.eep duration" (best, 690 pts).
## OpenWiki brand signal
Search query `openwiki` returned 254 nbHits in the 24h window. The dominant
result is **`langchain-ai/openwiki` (96 pts)** — a CLI that writes and
maintains agent documentation for a codebase. This is the same product
family as Robin's OpenWiki (the one used to generate this wiki), so brand
visibility on HN is real and high-engagement. Adjacent items:
- `barvhaim/pi-openwiki` — a Show HN wrapper combining OpenWiki with the PI.dev harness.
- `sonyarianto/wakawiki` — a CLI for agent docs.
- `openwisp.org` post on AI-driven flaky-test hunting, not actually related.
The `openwiki` query also catches unrelated items (e.g. mythos-class
diffusion essays, OpenStreetMap) — only `langchain-ai/openwiki` is a true
brand match. Track across future runs.
## Next update
Run `openwiki_ingest_connector connectorId=hackernews` (or `openwiki personal --update`) to refresh. Expect another top/new/best sweep plus the same query set.ting a lung model" — ScienceDirect. https://www.sciencedirect.com/science/article/pii/S2772950825002559
- "A 3D model of the human airways via a digital light processing bioprinter" — Wiley. https://analyticalsciencejournals.onlinelibrary.wiley.com/doi/10.1002/bit.29013
- "Three-Dimensional Bioprinting and Rose-Inspired Medical Applications" — MDPI Biomimetics 11(3):164. https://www.mdpi.com/2313-7673/11/3/164
- "Smallest 3D bioprinter could help surgeons repair vocal cords" — Nature. https://www.nature.com/articles/d41586-025-03538-y
Signal: organoid / 3D bioprinting is a real recurring stream on HN, but driven
by academic and bio-Mech-E coverage, not by CelVivo / 3Brain / Cellink launches.
None of Robin's vendor brands appear in the top 20 of any related query.
### MiniMax-m3 (watchlist)
New in this run. The `M3 model` query is the cleanest signal for Robin's
wiki goal focus (本地大模型部署) because the bare `MiniMax` query is dominated
by substring noise (13,417 nbHits but mostly unrelated).
- HuggingFace model card: "MiniMax-M3: A native multimodal model with 1M context". https://huggingface.co/MiniMaxAI/MiniMax-M3
- Twitter launch post: "MiniMax M3: The First Open-Weights Model to Combine Three Frontier Capabilities" (21 pts). https://twitter.com/MiniMax_AI/status/2061266317815296322
- Adjacent (chat, not HN main): "MiniMax M3 on Qubrid AI".
- "Ask HN: Which cheap Chinese LLM are you using?" (18 pts) — recurring thread where M3-family models are mentioned.
Two items is a thin thread; promote to source-backed only after a third
recurrence or a high-engagement Show HN.
## Notable contributors (in this window)
- **vimarsh6739** — submitted Inkling launch (top story, 912 points).
- **skp1995** — submitted Grok Build OSS release (405 points).
- **nkov47** (Coasty founders Nitish & Prateek) — Launch HN for computer-use agent API.
- **apsec112** / **turntrout** — "Why I Left Google DeepMind".
- **gregsadetsky** — "LLM Networking with MikroTik".
- **neomindryan** — Gemma 4 26B on legacy Xeon writeup.
## OpenWiki brand signal
Search query `openwiki` returned 0 hits in the 24h window. Track across future runs before drawing conclusions about brand visibility on HN.
## Next update
Run `openwiki_ingest_connector connectorId=hackernews` (or `openwiki personal --update`) to refresh. Expect another top/new/best sweep plus the same query set.
themes.md
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# 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.
| Topic key | Theme / Signal | First seen | Last seen | Confidence | Sources | Evidence count | Status | Evidence |
| --- | --- | --- | --- | --- | --- | --- | --- | --- |
| `open-weight-ai` | Open-weights / open-source model releases and policy debate (Inkling, Grok Build OSS, "invest in open source AI" PDF) | 2026-07-15 | 2026-07-16 | source-backed | hackernews | 4+ | active | [HN: 48924912, 48926590, 48927095, 48931225](/sources/hackernews.md#open-weight-ai-source-backed) |
| `computer-use-agents` | API/startup activity around agents that drive UIs without APIs (Coasty YC launch, AI-agent databases, GPT-Red) | 2026-07-15 | 2026-07-16 | source-backed | hackernews | 3 | active | [HN: 48922706, 48931392, 48931204](/sources/hackernews.md#computer-use-agents-source-backed) |
| `codex-openai` | OpenAI Codex-related product/safety coverage (Codex Micro, follow-up video, GPT-Red) | 2026-07-15 | 2026-07-16 | source-backed | hackernews | 3 | active | [HN: 48923079, 48931078, 48931204](/sources/hackernews.md#codex-openai-source-backed) |
| `ai-safety-debate` | Public debate on AI alignment, open-weight risk, and "AI is just a tool" framing (DeepMind departure essay, alignment-faking probes, Torvalds, Haskell defector) | 2026-07-15 | 2026-07-16 | source-backed | hackernews | 6 | active | [HN: 48925271, 48931234, 48930971, 48930929, 48930363, 48931225](/sources/hackernews.md#ai-safety-debate-source-backed) |
| `llm-on-old-hardware` | Single high-engagement writeup running Gemma 4 26B on a 13-year-old Xeon with no GPU | 2026-07-15 | 2026-07-15 | watchlist | hackernews | 1 | watchlist | [HN: 48922434](/sources/hackernews.md#llm-on-old-hardware-watchlist) |
| `class-organoid-3d-bioprinting` | Recurring organoid & 3D bioprinting coverage from MIT, NPR, MIT Tech Review, Nature, MSU, McGill — academic / bio-Mech-E stream, not vendor launches | 2026-07-16 | 2026-07-16 | source-backed | hackernews | 12+ (across 4 queries) | active | [HN: organoid / organoids / bioprinting / 3D bioprinter clusters](/sources/hackernews.md#class-organoid-3d-bioprinting-source-backed) |
| `MiniMax-m3` | MiniMax-M3 (1M context multimodal) HuggingFace model card + Twitter launch; cleanest signal for the bare `MiniMax` query which is otherwise substring noise | 2026-07-16 | 2026-07-16 | watchlist | hackernews | 2 | watchlist | [HN: M3 model cluster (huggingface + twitter)](/sources/hackernews.md#MiniMax-m3-watchlist) |
| `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) |
## Notes
- Promote a watchlist signal to a full theme row only after it recurs or comes from a high-quality source.
- Keep prose here to 1-2 sentences per theme; link out for detail.
- HN evidence rules: low-engagement items are watchlist by default; promotion requires recurrence, strong engagement, or corroboration.
- Vendor brand signal: CelVivo, 3Brain, Cellink, ClinoStar, and ClinoReactor still have no material HN footprint (see [/sources/hackernews.md](/sources/hackernews.md) for the per-query hit table). Watch the next run — recurrence would change the picture.