autoresearch-bootstrap
CommunityAutomate autonomous ML research for any project.
Education & Research#automation#workflow#claude-code#experiments#ml-research#code-classification#autoresearch
AuthorACautomata
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Bootstrap autonomous ML research on any project by automatically inspecting a codebase, classifying components into fixed infrastructure and modifiable training code, and generating Claude Code workflows for autonomous experimentation.
Core Features & Use Cases
- Explore the repository to map data flow, entry points, and configuration systems.
- Classify files into prepare.py scope (fixed) and train.py scope (modifiable) according to heuristics.
- Generate a Claude Code workflow placed in .claude/workflows that automates experiments, memory notes, and results tracking.
- Provide curated research ideas and structured documentation to support reproducible research.
Quick Start
Open Claude Code and run /autoresearch-bootstrap to start autonomous research on your project.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 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-bootstrap Download link: https://github.com/ACautomata/autoresearch-bootstrap/archive/main.zip#autoresearch-bootstrap Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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