Trigger with "evaluate autoresearch fit", "score this skill for karpathy loop", "is this a good autoresearch candidate", "assess autoresearch viability for", "which skills are best for autonomous loop optimization", "score skills for 3-file architecture", or when the user wants to determine if a skill is a good candidate for applying the Karpathy autoresearch autonomous optimization loop pattern.
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Evaluate Autoresearch Fit
Assess whether a skill is a viable candidate for the Karpathy 3-File Autoresearch autonomous optimization loop. Scores each skill on four dimensions, proposes what the 3-file architecture would look like, and updates the canonical summary-ranked-skills.json via the update script.
Background
The Karpathy autoresearch pattern requires three conditions simultaneously:
A Clear Metric — a single number with a clear optimization direction
**Automated Evalu
[Description truncada. Veja o README completo no GitHub.]
