auto-research

Name: auto-research
Rating: 5 (10 reviews)
Author: maystudios

Improve any existing Claude Code skill, CLAUDE.md, subagent definition, slash-command, or prompt markdown file by combining web-researched best-practice rewrites with autonomous Karpathy-style binary eval loops. Use when the user wants to "auto-research", "self-improve", "auto-improve", "optimize", "modernize", or "research-improve" any existing SKILL.md, CLAUDE.md, agent file under .claude/agents

10stars

Updated 3 months ago

View on GitHub ↗License: MIT

How to add

/plugin marketplace add maystudios/claude-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/auto-research/svg)](https://www.skillteca.com.br/skills/auto-research?utm_source=badge&utm_medium=readme&utm_campaign=badge)

#markdown

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Auto-Research

Improve a target prompt artifact (SKILL.md, CLAUDE.md, subagent definition, slash-command, or generic prompt markdown) by:

Detecting the artifact type and the rules that apply to it
Researching current authoritative best practices in parallel — every claim cited
Proposing a rewrite with per-change rationale and source URLs
Validating the rewrite — for testable artifacts, an autonomous Karpathy-style binary-assertion eval loop with git commit/reset bo

[Description truncada. Veja o README completo no GitHub.]

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