Use when auditing Claude skills and commands for quality. Supports Quick Scan (changed skills only) and Full Stocktake modes with sequential subagent batch evaluation.
npx skills add https://github.com/loulanyue/awesome-claude-notes --skill skill-stocktake
Slash command (/skill-stocktake) that audits all Claude skills and commands using a quality checklist + AI holistic judgment. Supports two modes: Quick Scan for recently changed skills, and Full Stocktake for a complete review.
The command targets the following paths relative to the directory where it is invoked:
| Path | Description |
|------|-------------|
| ~/.claude/skills/ | Global skills (all projects) |
| {cwd}/.claude/skills/ | Project-level skills (if the directory exists) |
At the start of Phase 1, the command explicitly lists which paths were found and scanned.
To include project-level skills, run from that project's root directory:
cd ~/path/to/my-project
/skill-stocktake
If the project has no .claude/skills/ directory, only global skills and commands are evaluated.
| Mode | Trigger | Duration |
|------|---------|---------|
| Quick Scan | results.json exists (default) | 5–10 min |
| Full Stocktake | results.json absent, or /skill-stocktake full | 20–30 min |
Results cache: ~/.claude/skills/skill-stocktake/results.json
Re-evaluate only skills that have changed since the last run (5–10 min).
~/.claude/skills/skill-stocktake/results.json~/.claude/skills/skill-stocktake/results.json`
(Project dir is auto-detected from $PWD/.claude/skills; pass it explicitly only if needed)
[]: report "No changes since last run." and stop~/.claude/skills/skill-stocktake/results.json <<< "$EVAL_RESULTS"`
Run: bash ~/.claude/skills/skill-stocktake/scripts/scan.sh
The script enumerates skill files, extracts frontmatter, and collects UTC mtimes.
Project dir is auto-detected from $PWD/.claude/skills; pass it explicitly only if needed.
Present the scan summary and inventory table from the script output:
Scanning:
✓ ~/.claude/skills/ (17 files)
✗ {cwd}/.claude/skills/ (not found — global skills only)
| Skill | 7d use | 30d use | Description |
|-------|--------|---------|-------------|
Launch an Agent tool subagent (general-purpose agent) with the full inventory and checklist:
Agent(
subagent_type="general-purpose",
prompt="
Evaluate the following skill inventory against the checklist.
[INVENTORY]
[CHECKLIST]
Return JSON for each skill:
{ \"verdict\": \"Keep\"|\"Improve\"|\"Update\"|\"Retire\"|\"Merge into [X]\", \"reason\": \"...\" }
"
)
The subagent reads each skill, applies the checklist, and returns per-skill JSON:
{ "verdict": "Keep"|"Improve"|"Update"|"Retire"|"Merge into [X]", "reason": "..." }
Chunk guidance: Process ~20 skills per subagent invocation to keep context manageable. Save intermediate results to results.json (status: "in_progress") after each chunk.
After all skills are evaluated: set status: "completed", proceed to Phase 3.
Resume detection: If status: "in_progress" is found on startup, resume from the first unevaluated skill.
Each skill is evaluated against this checklist:
- [ ] Content overlap with other skills checked
- [ ] Overlap with MEMORY.md / CLAUDE.md checked
- [ ] Freshness of technical references verified (use WebSearch if tool names / CLI flags / APIs are present)
- [ ] Usage frequency considered
Verdict criteria:
| Verdict | Meaning |
|---------|---------|
| Keep | Useful and current |
| Improve | Worth keeping, but specific improvements needed |
| Update | Referenced technology is outdated (verify with WebSearch) |
| Retire | Low quality, stale, or cost-asymmetric |
| Merge into [X] | Substantial overlap with another skill; name the merge target |
Evaluation is holistic AI judgment — not a numeric rubric. Guiding dimensions:
Reason quality requirements — the reason field must be self-contained and decision-enabling:
"Superseded""disable-model-invocation: true already set; superseded by continuous-learning-v2 which covers all the same patterns plus confidence scoring. No unique content remains.""Overlaps with X""42-line thin content; Step 4 of chatlog-to-article already covers the same workflow. Integrate the 'article angle' tip as a note in that skill.""Too long""276 lines; Section 'Framework Comparison' (L80–140) duplicates ai-era-architecture-principles; delete it to reach ~150 lines.""Unchanged""mtime updated but content unchanged. Unique Python reference explicitly imported by rules/python/; no overlap found."| Skill | 7d use | Verdict | Reason |
|-------|--------|---------|--------|
~/.claude/skills/skill-stocktake/results.json:
evaluated_at: Must be set to the actual UTC time of evaluation completion.
Obtain via Bash: date -u +%Y-%m-%dT%H:%M:%SZ. Never use a date-only approximation like T00:00:00Z.
{
"evaluated_at": "2026-02-21T10:00:00Z",
"mode": "full",
"batch_progress": {
"total": 80,
"evaluated": 80,
"status": "completed"
},
"skills": {
"skill-name": {
"path": "~/.claude/skills/skill-name/SKILL.md",
"verdict": "Keep",
"reason": "Concrete, actionable, unique value for X workflow",
"mtime": "2026-01-15T08:30:00Z"
}
}
}
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Replace with description of the skill and when Claude should use it.
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
Use when creating new skills, editing existing skills, or verifying skills work before deployment
Take loulanyue/skill-stocktake from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.