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autoresearch-ai-plugin
proyecto26/autoresearch-ai-pluginPlugin
Autonomous experiment loop for Claude Code. Run an endless optimize-measure-keep/discard cycle on any optimization target: LLM training loss, test speed, bundle size, build time, and more.
Why this score
Popularity score: 50/100 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 Nov 4, 2026 at commit 65f6f60f5915, with Cisco's open-source skill-scanner.
What its code does:
- Runs shell commands Common for dev tools. Read the commands it runs.scripts/run-evals.js:39, skills/autoresearch-ml/references/gpu-training-guide.md:2
- Runs code it builds while running (eval or exec) Harder to read ahead of time, since the code is assembled while it runs.skills/autoresearch-ml/assets/train.py:611
- Makes network requestsskills/autoresearch-ml/assets/prepare.py:68
- Uses dependencies without a pinned version A later version of a dependency could change what runs.skills/autoresearch-ml/assets/pyproject.toml:8 and 7 more
Web addresses in its code:
- astral.shskills/autoresearch-ml/references/gpu-training-guide.md:11
- huggingface.coskills/autoresearch-ml/assets/prepare.py:41
These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.
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-ai-plugin proyecto26/autoresearch-ai-plugin · Plugin | 50 | ★ 12 | not measured | 4mo 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-finalize davebcn87/pi-autoresearch · Skill Both about autoresearch and experiment | 83 | ★ 8.2k | ≈48 always | 28d ago |