cyberneticlibrary

Batch improve and refresh skills

skill-improver-batchworkflowsetup L23
air-gapped/skills
What it does

Improve a batch of skills based on feedback

Best for

Skill refinement when you have many skills needing updates based on failure logs or user feedback.

Inputs
  • · skills (list)
  • · feedback (logs or examples of failures)
Outputs
  • · improved skills; changes applied
Requires
  • · feedback analyzer
  • · improver agents per skill
  • · test suite
Preconditions

Skills must be editable; feedback must be actionable; test suite must exist.

Failure modes

Feedback is too vague to act on; improvement regresses other use cases; test suite does not cover new fixes.