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+# Discord Link Ingest Interest Profile
+
+Updated: 2026-06-28
+Source: discrawl read-only analysis of Yuta/toymaker Discord messages.
+
+## Author IDs considered
+- `890593691440398456` — yuta, historical messages through 2025-03-24
+- `890908900520505354` — toymaker, current identity through 2026-06-28
+
+## Evidence snapshot
+- Total messages by these identities in archive: 42,677
+- URL-containing messages: 13,169
+- Top channels by message volume: `💭｜yuta`, `chat`, `notes`
+- Recent URL domains are heavily technical/source-oriented: `github.com`, `x.com`, `github.blog`, `zenn.dev`, `openai.com`, `blog.cloudflare.com`, `docs.litellm.ai`, `scrapbox.io`, `obsidian.md`, `hermes-agent.nousresearch.com`, `alphaxiv.org`.
+- Keyword signals: AI/LLM, X/Twitter, development/code, workflow automation, wiki/knowledge management, agents/Hermes.
+
+## Current scoring bias
+Start strict. The wiki should remain curated; raw sources are acceptable, but wiki-page upgrades should require durable reuse value.
+
+### Score 4 — create/update substantial wiki pages
+Use for sources that are central to one of these durable themes:
+- LLM Wiki / compiled knowledge bases / Obsidian / knowledge management systems
+- AI agents, Hermes Agent, Codex/Claude/OpenCode-style automation, multi-agent workflows
+- Developer tooling that changes Yuta's automation/dev workflow materially
+- Quality engineering, security, supply-chain, infra reliability for AI/software systems
+- Technical writeups with implementation details likely to be referenced later
+- Niche, exciting design/hack/Hacker News-like material, especially when it exposes an unusual technique, tool, interface, or way of thinking
+- Public-interest/public-sector technology, civic infrastructure, accessibility (a11y), inclusive design, and systems that make services more usable or equitable
+- Papers or research with clear relevance to LLMs, agents, evaluation, knowledge systems, automation, accessibility, or public-interest technology
+
+### Score 3 — update existing page only
+Use when the source adds a concrete fact, method, comparison, or implementation note to an existing page, but does not deserve a new page.
+
+### Score 2 — raw/articles only
+Use for interesting but not-yet-connected sources:
+- good one-off articles
+- news with possible future relevance
+- tools/repos worth remembering but not yet central
+- X/Twitter links only when they point to durable technical content or a thread with reusable insight
+
+### Score 1 — state/link-only
+Use for URLs whose title/context is notable but body extraction fails or value is unclear.
+
+### Score 0 — skip
+- ads/campaigns
+- memes/ephemeral posts
+- shallow news with no later reuse value
+- duplicate URLs
+- login-only pages where no useful content is extractable
+- media-only links unless explicitly tied to a technical/knowledge workflow
+
+## Per-domain handling hints
+- `github.com`: prioritize repos, READMEs, issues/PRs, commits related to automation, agents, LLMs, dev infra, security, QE. Skip personal one-off commits unless message context says they matter.
+- `x.com`: do not auto-upgrade by default. Use only for high-signal technical threads or links to durable sources.
+- `zenn.dev`, `github.blog`, `openai.com`, `blog.cloudflare.com`, technical docs/blogs: usually score 2+, score 3/4 if aligned with above themes.
+- newspapers/general news: usually score 0-2 unless strongly connected to cyber/security/AI policy or a durable thesis.
+- YouTube: usually link-only unless transcript/title/context indicates durable technical value.
+
+## Learning rule
+After each run, if repeated keep/skip decisions reveal a stable preference, append one compact note here or to state.md. Prefer explicit evidence from Discord messages over assumptions from short Hermes conversations.
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+# Discord Link Ingest State
+
+last_checked_at: 2026-06-28T11:58:52Z
+last_message_created_at: 2026-06-28T07:26:20.859000000Z
+lookback_used: 24h_initial_state_missing
+channels:
+  chat: '1028287639918497822'
+  tw: '1477793137064935675'
+
+## Last run summary — 2026-06-28
+
+- Messages scanned: 110
+- URL-containing messages: 103
+- Normalized unique URLs found: 613
+- Non-X/non-twitter URLs: 73
+- Raw articles saved: 8
+- Wiki pages created: 1
+- Wiki pages updated: 3 (`concepts/llm-wiki-pattern.md`, `concepts/wiki-maintenance-loop.md`, `index.md`)
+- Link-only / failed extraction: Obsidian Headless help (`defuddle` returned empty), alphaxiv 2606.25331 (`defuddle` returned empty), many X/t.co/media/news links below strict threshold.
+
+## Raw articles saved this run
+
+- https://github.com/nashsu/llm_wiki → raw/articles/nashsu-llm-wiki-2026.md (score 4)
+- https://hermes-agent.nousresearch.com/docs/user-guide/skills/bundled/research/research-llm-wiki → raw/articles/hermes-research-llm-wiki-skill-2026.md (score 4)
+- https://github.com/emacsmirror/howm → raw/articles/howm-2026.md (score 2)
+- https://github.com/Imbad0202/academic-research-skills → raw/articles/academic-research-skills-2026.md (score 2)
+- https://refactoringenglish.com/excerpts/write-an-effective-design-doc/ → raw/articles/refactoring-english-effective-design-doc-2026.md (score 2)
+- https://github.blog/developer-skills/github/i-automated-my-job-and-it-made-me-a-better-leader/ → raw/articles/github-automated-my-job-better-leader-2026.md (score 2)
+- https://www.chinatalk.media/p/how-to-buy-cheap-claude-tokens-in → raw/articles/chinatalk-transfer-station-economy-2026.md (score 2)
+- https://github.com/BRO3886/rem → raw/articles/rem-cli-macos-reminders-2026.md (score 2)
+
+## Processed high-signal URLs
+
+- https://github.com/nashsu/llm_wiki
+- https://hermes-agent.nousresearch.com/docs/user-guide/skills/bundled/research/research-llm-wiki
+- https://github.com/emacsmirror/howm
+- https://github.com/Imbad0202/academic-research-skills
+- https://refactoringenglish.com/excerpts/write-an-effective-design-doc/
+- https://github.blog/developer-skills/github/i-automated-my-job-and-it-made-me-a-better-leader/
+- https://www.chinatalk.media/p/how-to-buy-cheap-claude-tokens-in
+- https://github.com/BRO3886/rem
+- https://obsidian.md/ja/help/headless
+- https://www.alphaxiv.org/abs/2606.25331
+
+## Rubric note
+
+First run confirmed unusually dense interest in LLM Wiki / knowledge-management tooling (`llm_wiki`, Hermes bundled skill docs, howm, Obsidian Headless) from #chat. Keep scoring this cluster high, but continue strict wiki-page updates: create/update pages only for sources that directly change the LLM Wiki operating model; save adjacent workflow/security/dev-tool links as raw-only unless they connect to existing pages.