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Capability Evolver

A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.

Open source page

Install command

$ npx clawhub@latest install autogame-17/capability-evolver

Core Content (SKILL.md)

When to use

  • A self-evolution engine for AI agents.
  • Analyzes runtime history to identify improvements and applies protocol-constrained evolution.

CLI tools

  • npx clawhub@latest install autogame-17/capability-evolver

How to use

  • Install the skill with the command shown above.
  • Read SKILL.md and identify the trigger conditions.
  • Invoke the skill when the task matches its scope.
  • Fallback to direct execution if the skill is unavailable.

Categories & tips

  • Review SKILL.md headings for scenarios and feature boundaries.
  • Prioritize exact keyword matches before trying alternatives.
  • Use tags and owner context to avoid similar-name confusion.

Error handling

  • If no relevant section is found, ask a clarifying question.
  • If install fails, retry with network and permission checks.
  • If capability is missing, continue with a manual fallback plan.

Capability Evolver

A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.

Related skills

  • Evolver

    autogame-17/evolver

    #27 · 4590 downloads