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0-autoresearch-skill

Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes results, identifies patterns, and steers r...

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Install Skill

aipm add @orchestra-research/0-autoresearch-skill@1.0.0

How to use

Install the skill above, then run this in your AI tool:

/0-autoresearch-skill <your description>

About

Autonomous research orchestration for AI coding agents. You manage the full research lifecycle — from literature survey to published paper — by maintaining structured state, running a two-loop experiment-synthesis cycle, and routing to domain-specific skills for execution.

Source

Package content

Browse manifest, skill files, and license bundled in this package.

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Install with AIPM
[![Install with AIPM](https://www.aipm-registry.com/install-with-aipm.svg)](https://www.aipm-registry.com/packages/orchestra-research/0-autoresearch-skill/1.0.0)

Publisher

Orchestra Research

Reserved under @orchestra-research by Orchestra Research. This package name belongs to an AIPM publisher account.

AI assistant context

What this skill is for

@orchestra-research/0-autoresearch-skill@1.0.0 is an AIPM skill package for All tools. Use it when a project needs the reusable AI behavior described as: Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes results, identifies patterns, and steers r...

Install
aipm add @orchestra-research/0-autoresearch-skill@1.0.0
Use after install
/0-autoresearch-skill <your description>
Canonical page
https://www.aipm-registry.com/packages/orchestra-research/0-autoresearch-skill/1.0.0

Tool targets

Install command by target

cursor

Run this variant when you want to install the package into cursor.

aipm add @orchestra-research/0-autoresearch-skill@1.0.0 --target cursor --ci

claude

Run this variant when you want to install the package into claude.

aipm add @orchestra-research/0-autoresearch-skill@1.0.0 --target claude --ci

Package FAQ

Install and compatibility

How to install
Run aipm add @orchestra-research/0-autoresearch-skill@1.0.0 in a project that has AIPM initialized.
Supported tools
@orchestra-research/0-autoresearch-skill@1.0.0 supports All tools.

Before installing

AIPM skills can add files to your project. Review the package name, target, description, license, and publisher before installing. Use a clean branch when trying a new skill.

@orchestra-research/0-autoresearch-skill@1.0.0 | AIPM