/install adaptive-agent-skill-review
Skill Review
Periodic review of all skills to keep procedural memory accurate and up-to-date.
When to Run
- After completing a batch of tasks across multiple skills
- When you notice a skill has outdated steps or missing context
- Proactively every ~2 weeks as maintenance
Step 1: Inventory
List all skills and their last-modified dates:
for d in skills/*/SKILL.md; do echo "$(stat -f '%Sm' -t '%Y-%m-%d' "$d" 2>/dev/null || date -r "$d" '+%Y-%m-%d') $d"; done | sort -r
Read each SKILL.md briefly (first 30 lines) to understand scope.
Step 2: Cross-Reference with Memory
Check memory files and shared/gotchas.md (if they exist) for lessons that should have flowed into skills but didn't.
For each gotcha or feedback memory:
- Does it relate to a specific skill?
- Is that lesson already captured in the skill's steps or
## Gotchassection? - If not, patch the skill
Step 3: Check for Staleness
For each skill, check:
| Check | How |
|---|---|
| References valid paths? | Grep for file paths mentioned in SKILL.md, verify they exist |
| References valid commands? | Check if CLI tools or scripts mentioned still work |
| Steps still accurate? | Compare with actual workflow from recent git history |
| Gotchas section exists? | If skill has been used multiple times, it should have accumulated lessons |
Step 4: Check for Gaps
Look for recurring multi-step patterns that don't have a skill yet:
git log --oneline -30
If a workflow has been done 3+ times manually, propose creating a skill for it.
Step 5: Consolidate Duplicates
Check for skills with overlapping scope. If two skills cover similar ground, propose merging or clarifying boundaries.
Step 6: Report
Output a summary table:
| Skill | Status | Action Taken |
|-------|--------|-------------|
| /typefully | Updated | Added gotcha about image requirements |
| /codebase | OK | No changes needed |
| /deploy-flow | NEW | Created from repeated manual workflow |
Key Rules
- Read before edit — never patch a skill you haven't read
- Minimal patches — only change what's wrong or missing, don't restructure working skills
- Preserve voice — each skill has its own style; don't homogenize
- Commit after — stage and commit all skill changes with
chore: skill-review — update N skills
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install adaptive-agent-skill-review - After installation, invoke the skill by name or use
/adaptive-agent-skill-review - Provide required inputs per the skill's parameter spec and get structured output
What is Adaptive Agent: Skill Review?
Review all skills for staleness, missing gotchas, and improvement opportunities. Run periodically or after a series of tasks to keep procedural memory accura... It is an AI Agent Skill for Claude Code / OpenClaw, with 80 downloads so far.
How do I install Adaptive Agent: Skill Review?
Run "/install adaptive-agent-skill-review" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Adaptive Agent: Skill Review free?
Yes, Adaptive Agent: Skill Review is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Adaptive Agent: Skill Review support?
Adaptive Agent: Skill Review is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Adaptive Agent: Skill Review?
It is built and maintained by LJ Li (@truenorth-lj); the current version is v1.0.0.