Individual 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.

skills/07-Orchestra-Research-AI-Research-SKILLs/autoresearch-skill/SKILL.md

Source commit 8684584e7d1127940f018157d2c579974fae8f79

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Nov 10, 2026

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