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From thinking-frameworks-skills
Proposes additions and removals to the Trend Scout watchlist based on consecutive failures, repeated references, and user feedback markers. Emits a diff for review and applies on approval.
npx claudepluginhub lyndonkl/claude --plugin thinking-frameworks-skillsHow this skill is triggered — by the user, by Claude, or both
Slash command
/thinking-frameworks-skills:update-watchlistThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
```
Fetches last 7 days of updates from a curated watchlist of blogs, paper aggregators, and social feeds, returning normalized tuples. Use at the start of a weekly Trend Scout run.
Lists, adds, and removes RSS or GitHub feed sources monitored by Distillery for ambient intelligence. Useful for managing watched sources via /watch commands or natural language.
Monitors user watchlist topics for updates on schedule when Cowork opens or triggers like 'check my watchlist'. Opens styled HTML UI for adding items with pre-filled topics.
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Monthly (first weekly run of the month):
- [ ] Step 1: Read last 4-8 weekly digests' appendices
- [ ] Step 2: Identify sources with ≥3 consecutive fetch failures (remove candidates)
- [ ] Step 3: Identify external authors/URLs referenced by watchlist sources ≥3 times in a month (add candidates)
- [ ] Step 4: Parse any user-added markers in digest bodies (<!-- scout: drop-this-source --> / <!-- scout: add {url} -->)
- [ ] Step 5: WebFetch each proposed add to validate it returns content
- [ ] Step 6: Emit ops/trend-scout/watchlist-proposed-diff.md
- [ ] Step 7: On user approval (.approved file or explicit trigger), apply diff; append changelog to watchlist.md
# Watchlist changes proposed 2026-W17
+ ## people
+ - name: "Interconnects (Nathan Lambert)"
+ url: https://www.interconnects.ai/archive
+ source_type: blog
+ essential: false
+ rationale: "Referenced 6x in last 4 weeks from Raschka, Willison, Transformer Circuits."
- ## blogs
- - name: "someblog"
- url: https://someblog.example/
- source_type: blog
- rationale: "4 consecutive fetch failures."
essential: true sources without explicit user approval.