skill-finderlisted

# Skill Finder — marketplace discovery Where `agent-router` routes among tools you ALREADY have, `skill-finder` discovers tools you DON'T have yet. It searches the marketplace, ranks candidates by rating, and hands back the exact install command. Built for a new user whose `~/.claude/` is empty or thin. ## When to use - A new user wants to know what's worth installing for their kind of work. - The user asks "find/browse skills for X", "what plugin does Y", "what should I install". - `agent-router` found nothing installed scoring ≥ 25 → fall through to here. ## Procedure ### 1. Capture the need One sentence: the domain + task (code review, testing, security, infra, data, research, design…). Note any language/framework constraint. ### 2. Don't recommend what they already have Quickly scan installed tools (the session list, `~/.claude/`, `./.claude/`, and installed plugins) so the shortlist is all NEW installs. If a good specialist is already installed, say so and route to it instead (defer to `agent-router`). ### 3. Gather candidates — real ones only Merge two sources: - **Curated catalog**: `data/marketplace.json` (verified entries + ratings). - **Live search** (preferred, for freshness): - GitHub: repositories matching `claude code <domain> plugin|skill|agent`, sorted by stars (use the GitHub search tool or a web search). - Web: `<domain> claude code skill OR plugin OR subagent`. For each candidate capture: name, what it does, a **rating signal** (GitHub sta