skills/skills.volces.com/autoresearch-pro

autoresearch-pro

Installation
SKILL.md

autoresearch-pro

Overview

Automatically improve any OpenClaw skill, prompt, or article through iterative mutation-testing: small edits → run test cases → score with checklist → keep improvements, discard regressions.

Inspired by Karpathy/autoresearch.

Supports three optimization modes:

Mode Input Output
Skill Path to a skill directory Improved SKILL.md
Prompt A prompt text string Improved prompt
Article An article/document text Improved article

Workflow

Installs
1
First Seen
Apr 23, 2026