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skill-optimize - Optimize AI Skills with Quality Cycles

Run evaluate-analyze-improve cycles to measure skill quality and propose improvements

Tags

Updated: 2026-03-25

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • create evals.yaml file
  • generate corpus outputs
  • run baseline evaluation
  • analyze evaluation errors
  • propose skill improvements
  • propose eval corrections
  • update quality ledger
  • detect performance trends

Inputs

  • target skill SKILL.md path
  • evaluation trigger type
  • evals.yaml file path
  • corpus outputs directory

Outputs

  • evals.yaml assertions file
  • corpus sample outputs
  • score report files
  • error analysis document
  • quality ledger file
  • improvement proposal

Requirements

  • filesystem-based AI coding agent
  • GAAI skill environment
  • human review gates

Source

  • Spec: SKILL.md
quality assurance
skill optimization
evaluation
regression detection
error analysis
performance tracking
quality ledger
create evals.yaml file
generate corpus outputs
run baseline evaluation
analyze evaluation errors
target skill SKILL.md path
evaluation trigger type
evals.yaml file path
evals.yaml assertions file
corpus sample outputs
score report files