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lab:autoresearch
oliver-kriska/claude-elixir-phoenixSkill
Self-improving loop for plugin skills. Reads program.md, proposes one
Why this score
This repo hosts 10 skills, so its 567 stars are split between them (about 57 each) for scoring.
Popularity score: 65/100 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 268ac494838f, with Cisco's open-source skill-scanner.
What its code does:
- Runs shell commands Common for dev tools. Read the commands it runs.scripts/protected_sections.py:64
- Runs code it builds while running (eval or exec) Harder to read ahead of time, since the code is assembled while it runs.scripts/run-iteration.py:525
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 onelab:autoresearch oliver-kriska/claude-elixir-phoenix · Skill | 65 | ★ 567 | ≈22 always | 19d ago |
| autoresearch popmechanic/VibesOS · Skill Both about autoresearch and md | 49 | ★ 136 | ≈20 always | 3mo 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 |
| autoresearch-finalize davebcn87/pi-autoresearch · Skill Both about autoresearch | 83 | ★ 8.2k | ≈48 always | 28d ago |
| autoresearch-ml proyecto26/autoresearch-ai-plugin · Skill Both about autoresearch | 47 | ★ 13 | ≈23 always | 4mo ago |