Install
openclaw skills install audit-systemaudit system
Perform structured audits on code, workflows, prompts, and products. Use when: (1) Something is not working as expected, (2) User asks for review or feedback, (3) A system behaves inconsistently, (4) Before deploying or shipping, (5) When optimizing performance or UX, (6) When debugging recurring issues.
Audit System Skill
Perform structured audits and generate actionable reports with clear severity, evidence, and fixes.
This is an instruction-only skill. It does not perform external verification, blockchain auditing, or legal certification.
Quick Reference
| Situation | Action |
|---|---|
| Code not working | Run Code Audit |
| Workflow failing | Run Workflow Audit |
| UX feels bad | Run Product Audit |
| Prompt/AI unstable | Run Prompt Audit |
| Before deploy | Run Full Audit |
| Repeated bugs | Focus on root-cause analysis |
Audit Types
1. Code Audit
Check:
- logic errors
- missing validation
- security risks
- bad patterns
- performance issues
2. Workflow Audit
Check:
- broken steps
- missing retries
- failure points
- unnecessary complexity
- automation gaps
3. Product Audit
Check:
- onboarding friction
- unclear UX
- conversion blockers
- trust issues
- missing features
4. Prompt / Agent Audit
Check:
- unclear instructions
- conflicting rules
- missing constraints
- unstable outputs
- over-autonomy risks
Audit Process
Step 1 — Define Scope
Identify:
- what is being audited
- expected behavior
- actual behavior
- available data
Step 2 — Inspect
Analyze inputs:
- code
- prompts
- configs
- logs
- workflows
Look for:
- inconsistencies
- missing logic
- unclear flow
- hidden risks
Step 3 — Detect Issues
For each issue:
- describe clearly
- link to evidence
- explain impact
Step 4 — Classify Severity
- Critical → breaks system / risk of loss
- High → likely failure
- Medium → important weakness
- Low → improvement
Step 5 — Recommend Fixes
For each issue:
- what to fix
- why it matters
- exact fix
- quick workaround
Step 6 — Prioritize
Always output:
- top 3 issues
- quick wins
- long-term fixes
Output Format
Audit Report
Scope
- Target:
- Type:
- Evidence:
- Limitations:
Findings
[Severity] Title
- Area:
- Problem:
- Evidence:
- Impact:
- Fix:
Priority Actions
- ...
- ...
- ...
Quick Wins
- ...
- ...
Long-Term Improvements
- ...
Open Questions
- ...
Behavior Rules
- Be precise, not vague
- Do not invent missing data
- Do not exaggerate severity
- Do not claim certification
- Focus on actionable fixes
When NOT to use this skill
Do NOT use for:
- legal certification
- financial compliance guarantees
- blockchain verification
- cryptographic proof generation
Only analyze what is provided.
Upgrade Path (Advanced)
If repeated issues appear:
- suggest system redesign
- suggest automation improvements
- suggest monitoring/logging additions