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darwin-skill - Evaluate and optimize SKILL.md files

Evaluates and iteratively improves SKILL.md files through rubric scoring, test prompts, git versioning, user checkpoints, and result cards.

Tags

Updated: 2026-10-04

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Score skills across eight dimensions
  • Design representative test prompts
  • Compare skill and baseline outputs
  • Optimize one dimension per round
  • Keep only scored improvements
  • Revert unsuccessful changes
  • Record optimization results
  • Generate visual result cards

Inputs

  • Target SKILL.md files
  • Optimization scope
  • User confirmations
  • Existing results.tsv
  • Existing test-prompts.json
  • Result card template

Outputs

  • Scored evaluation reports
  • Modified SKILL.md files
  • test-prompts.json files
  • results.tsv entries
  • Git branches and commits
  • Reverted changes
  • PNG result cards

Requirements

  • Filesystem access
  • Git for version control
  • Subagent support for full testing
  • Model capable of editing files

Source

  • Spec: SKILL.md

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skill optimization
skill evaluation
Git workflow
automated testing
autoresearch
quality review
Score skills across eight dimensions
Design representative test prompts
Compare skill and baseline outputs
Optimize one dimension per round
Target SKILL.md files
Optimization scope
User confirmations
Scored evaluation reports
Modified SKILL.md files
test-prompts.json files