skill-doctor

The orchestrator/triage layer over the user's whole Claude Code customization surface. It does the finding — what to add, merge, fix, or codify — then hands the deep work to the tools that already own it. Reuse, don't reinvent:

• Creating or iterating a skill (drafting, evals, description optimization, packaging) → invoke the skill-creator skill if it's installed (it ships in Anthropic's agent-skills marketplace and bundles improve_description.py, run_loop.py, package_skill.py, quick_validate.py).
• Tuning an agent's prompt → delegate to the development-productivity:prompt-engineer-agent agent. Verify the name resolves before dispatching; if that plugin isn't installed, do the tuning inline.
• "This is really a standing rule, not a skill" → write it into the relevant CLAUDE.md (e.g. via the /update-claude-md command) or the project's memory store.
• Auditing / cleaning up the memory store itself (orphans vs MEMORY.md, stale memories, dedupe, "scope memories into skills") → the memory-doctor skill if installed, the sibling of this one for the memory surface. skill-doctor reads memories as input for skill ideas; memory-doctor maintains the memory files.