Audit code quality with adversarial review
nihil-maatworkflowsetup L2★5
ANcpLua/ancplua-claude-plugins ↗What it does
Assess information architecture for knowledge preservation
Best for
Auditing IA when information loss or findability drift is a concern.
Inputs
- · knowledge_base
- · user_models
Outputs
- · ia_audit
- · recommendations
Requires
- · search_engine
- · analytics
Preconditions
Knowledge base structure mapped; user behavior data available
Failure modes
- · IA too complex
- · User data sparse
- · Recommendation mismatch
Trust signals
- · User-centered audit
- · Preservation metrics