11-discovery

Skill: discovery

Scans installed surfaces of the AI tool(s) the project uses and guides the user to the most relevant item for their current intent.

Tool detection (run first)

Before scanning, detect which AI tools the project uses, propose the set, and confirm the scan scope. This gate applies to actions 01-07; 08-find-memory is tool-independent and skips it.

1. Detect. Scan the project root for these signals:

   Signal	Tool
   .claude/ or CLAUDE.md	Claude Code
   .cursor/	Cursor
   .opencode/	OpenCode
   .codex/	Codex CLI
   .github/copilot-instructions.md, or any .github/ Copilot surface dir (agents/, prompts/, instructions/, skills/, hooks/)	GitHub Copilot
   AGENTS.md	Cursor / OpenCode / Codex CLI (list all)

2. Propose. List the detected tools. If no signal is found, propose all five cold (Claude Code, Cursor, OpenCode, GitHub Copilot, Codex CLI). Never default silently to Claude Code.

3. Confirm. Ask which tools to scan (1..N). Then run the matching action, scanning only the confirmed tools' surfaces resolved from references/ai-mapping.md. A tool with no surface for the requested artifact is skipped (note it; never error).

Rules

• Never hardcode a tool in an action. Per-tool scan paths and formats live in references/ai-mapping.md only.
• List only what is actually installed; never invent.
• Describe each item's purpose in one line.
• Recommend a single best match; mention alternatives only if very close.
• Do not invoke the recommended item; return its invocation path and stop.

Available actions

#	Action	Role	Input
01	find-skill	List skills, recommend the best match	user intent
02	find-agent	List agents, recommend the best match	user intent
03	find-command	List slash commands, recommend the best match	user intent
04	find-plugin	List enabled plugins, recommend the best match	user intent
05	find-mcp	List connected MCP servers, recommend the best one	user intent
06	find-rule	List rules across every tool surface	user intent
07	find-hook	List hooks across plugins + project settings	user intent
08	find-memory	List memory files under aidd_docs/memory/	user intent

Default flow

Pick the action that matches the user's question:

• "what skills..." → 01-find-skill
• "what agents..." → 02-find-agent
• "what commands..." → 03-find-command
• "what plugins..." / "what's installed at a high level" → 04-find-plugin
• "what MCPs..." / "what external systems..." → 05-find-mcp
• "what rules..." / "which rule applies..." → 06-find-rule
• "what hooks..." / "which hook fires on..." → 07-find-hook
• "what memory..." / "which memory file..." → 08-find-memory

If the user's question is ambiguous, ask one clarifying question before picking the action.