eval-autoresearch-fit

Name: eval-autoresearch-fit
Rating: 5 (3 reviews)
Author: richfrem

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.

3stars

Updated 2 months ago

View on GitHub ↗

How to add

/plugin marketplace add richfrem/agent-plugins-skills

The exact command may vary by repository. Check the README on GitHub.

For the skill author

Drop this on your repo README

Shows your skill is listed on Skillteca, generates a backlink and trackable traffic.

[![Listada na Skillteca](https://www.skillteca.com.br/api/badge/eval-autoresearch-fit/svg)](https://www.skillteca.com.br/skills/eval-autoresearch-fit?utm_source=badge&utm_medium=readme&utm_campaign=badge)

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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.]

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