Home / Skills / autoresearch

autoresearch

mxyhi/ok-skillsSkill

Autonomous iteration loop: modify, verify, keep/discard against any metric

Scanned · 1 to knowSkillSource: GitHubContains scripts
500 stars +2 this week Updated 17d ago License MIT Context ≈22 tokens always loaded
65popular

Why this score

Stars12/35
Usage (forks)3/15
Upkeep25/25
License15/15
Owner history10/10

This repo hosts 10 skills, so its 500 stars are split between them (about 50 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 fe5e7a2054e8, with Cisco's open-source skill-scanner.

What its code does:

  • Runs shell commands Common for dev tools. Read the commands it runs.regression.md:1

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.

NameScoreStarsContextUpdated
This oneautoresearch mxyhi/ok-skills · Skill 65★ 500≈22 always17d ago
dueling-autoresearch gaasher/Agent-Loop-Skills · Skill Both about autoresearch and metric 51★ 175≈28 always4mo ago
autoresearch-goal Yeachan-Heo/oh-my-codex · Skill Both about autoresearch 85★ 34k≈14 always16d ago
lab:autoresearch oliver-kriska/claude-elixir-phoenix · Skill Both about autoresearch and loop 65★ 567≈22 always19d ago
autoresearch-ml proyecto26/autoresearch-ai-plugin · Skill Both about autoresearch and autonomous 47★ 13≈23 always4mo ago
autoresearch-finalize davebcn87/pi-autoresearch · Skill Both about autoresearch 83★ 8.2k≈48 always28d ago