← ClaudeAtlas

discover-skilllisted

Looks up a skill by name, keyword, or domain in the curated catalog (skill-sources.json). Returns the source repo, tier of trust, install methods supported, and any guardrails (overlap warnings, deprecations). Use when the orchestrator detects a missing skill and needs to know where to fetch it from.
produtoramaxvision/maxvision · ★ 1 · AI & Automation · score 70
Install: claude install-skill produtoramaxvision/maxvision
# Discover skill Query: $ARGUMENTS (a skill name, keyword, or domain) ## Workflow 1. Read the catalog: `Read ${CLAUDE_SKILL_DIR}/references/skill-sources.json`. 2. Read the routing rules: `Read ${CLAUDE_SKILL_DIR}/references/routing-rules.json` (used to enrich match with stack hints). 3. Match strategy (in order): - **Exact match** on `id` or `highlight_skills[*]`. - **Keyword match** on `trigger_keywords[*]` or `categories[*]`. - **Domain match** on `domain` field. - **Fuzzy match** on description tokens (last resort). 4. For each match, return a structured row with: - `tier` (tier_1 → tier_4) - `repo URL` - `license` - `install_methods` (with the primary one flagged) - `version_check` endpoint (for the orchestrator's version-check phase) - `warnings` if any (overlap, experimental, deprecated) - `recommended_action` from the catalog 5. **Ranking:** sort by tier first (tier_1 > tier_2 > tier_3 > tier_4), then by stack-match (catalog entries with `stack_match` containing the user's stack get +5 priority), then by stars. ## Output format Return a markdown table: ``` | Skill match | Tier | Source | License | Install method (primary) | Notes | |---|---|---|---|---|---| | skill-creator | 1 | anthropics/skills | Apache-2.0 | /plugin install example-skills@anthropic-agent-skills | Official | | frontend-design | 1 | anthropics/skills | Apache-2.0 | (same) | Official | | shadcn/ui | 3 | shadcn-ui/ui | MIT | sparse-clone of apps/www/registry/defau