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aeon-autoresearch

separate

Evolve any installed skill by generating four variations along separate theses (better inputs / sharper output / more robust / rethink), scoring them on a weighted rubric, and applying the winner. Never downgrades a working skill — aborts cleanly if no variation improves the original. Use when an installed skill is producing low-signal output, hitting deprecated APIs, or feels stale. Triggers: "improve this skill", "evolve $skill", "auto-research my X", "regenerate variations".

When to use

• improve this skill
• evolve $skill
• auto-research my X
• regenerate variations
• skills producing low-signal output
• skills hitting deprecated APIs
• skills that feel stale

When not to use

• deterministic bugs

Skill page

Source