scout
Analyze a URL for relevance to your projects. Fetches, summarizes, scores, and optionally logs to vault.
Profile →npx skills add majiayu000/claude-skill-registry --skill scout-andersonsrepo-ai-harness --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Scout — Tech & Resource Evaluator Analyze a URL and evaluate its relevance to the user's projects and the AI Harness system. ## Projects to evaluate against Check `vault/shared/project-knowledge/` for registered projects. Always include: | Project | Stack | Key Concerns | |---------|-------|-------------| | **AI Harness** | TypeScript, Discord.js, SQLite, Claude CLI, macOS launchd | Agent orchestration, self-improvement, skills, heartbeats | Add rows from any project-knowledge files found in the vault. If none exist, ask the user what projects they're working on. ## Steps 1. **Fetch the URL** using WebFetch. Extract the full content, project name, what it does, key features, and any repo links. 2. **Summarize** in 2-3 sentences: what it is and what problem it solves. 3. **Evaluate relevance** against each project above. For each relevant project, explain specifically how it could be used. 4. **Score**: - **High** — Directly solves a current problem or enables a planned feature. Action: integrate now. - **Medium** — Useful but not urgent. Worth bookmarking for when the need arises. - **Low** — Interesting but not applicable to any current project. 5. **Log to vault** (if medium or
- Projects to evaluate against
- Steps
- Vault Entry Template
- Important
What does the scout skill do?
Analyze a URL for relevance to your projects. Fetches, summarizes, scores, and optionally logs to vault.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill scout-andersonsrepo-ai-harness --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.