autoresearch
Orchestra-Research/AI-Research-SKILLsSkill
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.
Why this score
This repo hosts 10 skills, so its 13,721 stars are split between them (about 1,372 each) for scoring.
Popularity score: 77/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 773a52944ba4, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneautoresearch Orchestra-Research/AI-Research-SKILLs · Skill | 77 | ★ 14k | ≈141 always | 25d ago |
| dueling-autoresearch gaasher/Agent-Loop-Skills · Skill Both about autoresearch | 51 | ★ 175 | ≈28 always | 4mo ago |
| autoresearch-goal Yeachan-Heo/oh-my-codex · Skill Both about autoresearch | 85 | ★ 34k | ≈14 always | 16d ago |
| lab:autoresearch oliver-kriska/claude-elixir-phoenix · Skill Both about autoresearch and loop | 65 | ★ 567 | ≈22 always | 19d ago |
| autoresearch-ml proyecto26/autoresearch-ai-plugin · Skill Both about autoresearch and autonomous | 47 | ★ 13 | ≈23 always | 4mo ago |
| autoresearch-finalize davebcn87/pi-autoresearch · Skill Both about autoresearch and experiment | 83 | ★ 8.2k | ≈48 always | 28d ago |