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autoresearch

v2.2.3

Eval-driven improvement loop (keep/discard with a live Artifact dashboard) plus a dev-lifecycle harness builder that measures project health and creates feedback loops, evals, and sensors. Inspired by karpathy/autoresearch.

Claude Code2 Skills

By William Hung0 GitHub starsUpdated 1 hour ago

Directory evidence

Runtimes
Claude Code
Parsed components
2 skill or MCP entries
Source updated
Sep 26, 2026
Manifest status
Canonical path parsed

The directory validates manifest shape and source location. It does not execute the plugin or provide a security endorsement. Review the indexing methodology →

Install autoresearch for Claude Code

Installs for the current user
claude plugin marketplace add IchenDEV/agent-plugin-mkt
claude plugin marketplace update agent-plugin-marketplace
claude plugin install autoresearch-3@agent-plugin-marketplace

Paste and run these commands in a terminal with Claude Code. They add and refresh the PluginsMP catalog, then install this plugin.

The installer fetches third-party code from the source repository shown on this page. This directory validates manifest structure and source location, but does not perform a security audit; review the manifest, components, and source before installing.

Get the source manually
git clone https://github.com/21-BreakinCode/cc-plugins

Clone the source repository, then follow its setup instructions to add the plugin to a compatible client. The plugin root is autoresearch/.

Plugin files

autoresearch/
├── .claude-plugin/plugin.json
├── skills/experiment-loop/SKILL.md
└── skills/harness-probes/SKILL.md

Included Skills2

experiment-loopskills/experiment-loop/SKILL.md

Core iteration logic for autoresearch: edit target, run eval, keep or discard, update dashboard, repeat.

harness-probesskills/harness-probes/SKILL.md

Guide for adding custom probes to the harness check system.

Plugin manifests1

autoresearch/.claude-plugin/plugin.json
{
  "name": "autoresearch",
  "description": "Eval-driven improvement loop (keep/discard with a live Artifact dashboard) plus a dev-lifecycle harness builder that measures project health and creates feedback loops, evals, and sensors. Inspired by karpathy/autoresearch.",
  "version": "2.2.3",
  "author": {
    "name": "William Hung"
  }
}

For maintainers

If you maintain this plugin, link to this source-backed listing from your README so users can review its manifest and indexed components.

[autoresearch on Agent Plugins Marketplace](https://pluginsmp.com/plugins/autoresearch-3)