autoresearch-skill
CommunityAutonomous research loop for any domain, 10 commands.
Software Engineering#experiment automation#autonomous research#iterative optimization#LLM CLI#mechanical evaluation
Authorwjgoarxiv
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the process of experimental research, hypothesis generation, and iterative improvement using an AI agent. It streamlines the research process across various domains and applications.
Core Features & Use Cases
- Autonomous Research Loop: Automates the 5-stage process of understanding, hypothesizing, experimenting, evaluating, and logging to iterate on research goals.
- Multi-Agent Compatibility: Supports integration with Claude Code, Codex CLI, OpenCode, and Gemini CLI.
- Mechanical Evaluation: Ensures objective, mechanical evaluation of outcomes using a JSON contract format.
- Overnight Persistence: Continues research overnight or across sessions.
- Use Cases: Ideal for optimizing code, fine-tuning ML models, exploring literature, and auditing systems.
Quick Start
Start an autonomous research loop for optimizing a sorting algorithm by running: /autoresearch
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: autoresearch-skill Download link: https://github.com/wjgoarxiv/autoresearch-skill/archive/main.zip#autoresearch-skill Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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