Skill

autoresearch

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 research direction. Routes to domain-specific skills for execution, supports continuous agent operation via Claude Code /loop and OpenClaw heartbeat, and produces research presentations and papers. Use when starting a research project, running autonomous experiments, or managing a multi-hypothesis research effort.

Bundled with Research Agent Skills. Its trust score, security findings and other files are on the plugin page.

SKILL.md

Path
skills/autoresearch/SKILL.md
Size
25 KB
SHA-256
bfa97577c399d43a7b8d066d2a11e479d7bb8f02a3472a4e333519d8134ce25e

Install

Install the plugin's skills with the Skills CLI:

npx [email protected] add KalarisLabs/research-agent-skills