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skill-evolve - Iteratively Evolve Skills Based on Usage

Track skill usage and analyze failures to iteratively refine skills based on data

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Updated: 2026-03-23

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • track usage
  • analyze failures
  • polish skills
  • measure improvement
  • identify patterns

Inputs

  • skill usage logs
  • skill definition
  • user feedback
  • usage data

Outputs

  • performance analysis report
  • skill version update
  • consistency metrics

Requirements

  • file system
  • git version control

Source

  • Spec: SKILL.md

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OpenClaw Skills & Use Case Index

ClawIndex is an ecosystem-driven index of OpenClaw skills and real-world use cases.

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skill evolution
iterative improvement
usage tracking
failure analysis
data driven
track usage
analyze failures
polish skills
measure improvement
skill usage logs
skill definition
user feedback
performance analysis report
skill version update
consistency metrics