a-evolve
aiming-lab/AutoResearchClawSkill
Apply A-Evolve's agentic evolution methodology to improve AI agent performance
Why this score
This repo hosts 10 skills, so its 14,715 stars are split between them (about 1,472 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 be4ba4755bf1, 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 onea-evolve aiming-lab/AutoResearchClaw · Skill | 77 | ★ 15k | ≈22 always | 3mo ago |
| alpha-evolve gaasher/Agent-Loop-Skills · Skill Both about evolve | 51 | ★ 175 | ≈28 always | 4mo ago |
| wikiskill-evolve ashutoshsinghpr7/wikiskill · Skill Both about evolve and evolution | 59 | ★ 279 | ≈40 always | 2mo ago |
| evolve-kanban-md-formats antopolskiy/kanban-md · Skill Both about evolve | 63 | ★ 225 | ≈25 always | 1mo ago |
| evolve-runner gtapps/hermitd · Subagent Both about evolve | 58 | ★ 82 | ≈75 in chat | 16d ago |
| evolve-loop mickeyyaya/evolve-loop · Plugin Both about evolve | 58 | ★ 6 | not measured | today |