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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format. | shareAI-lab/ | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT | 11 days ago |
| 2 | Measures and shrinks the ExecuTorch runtime binary by building a size test, analyzing it with bloaty and landing each reduction as its own pull request. | pytorch/ | 5.1k | — | ~793 | Automated safety check: Pass | Unknown | today |
| 3 | Reviews code or recent changes for bugs, security issues, performance problems and maintainability, reporting findings by severity with the reason and a fix. | pretend1111/ | 496 | 1 repo | ~502 | Automated safety check: Pass | Unknown | 5 mo ago |
| 4 | Prices each step of the window climber algorithm by disabling it in turn, to find steps that no longer earn their keep and branches that no longer fire. | ben-manes/ | 18k | — | ~3k | Automated safety check: Notes | Apache-2.0 | today |
| 5 | Runs Prowl's benchmark layers for a branch or release against recorded baselines, only when explicitly asked and the machine is quiet. | onevcat/ | 640 | — | ~2.4k | Automated safety check: Pass | Unknown | today |
| 6 | Runs an autonomous evolutionary loop that improves a codebase against a measurable benchmark, using agent roles, tournament selection and recorded history until a stop condition. | zereight/ | 2k | 1 repo | ~1.8k | Automated safety check: Warn | MIT | today |
| 7 | PI Cognitive AI. An agent skill from share-skills/pi. | share-skills/ | 108 | — | ~9.3k | Automated safety check: Warn | Apache-2.0 | 3 mo ago |
| 8 | Reviews Handsontable monorepo changes across architecture, code quality, performance and accessibility, and tests, with a confidence rating on every finding. | handsontable/ | 22k | — | ~999 | Automated safety check: Pass | Unknown | today |
| 9 | Environment validation checklist. An agent skill from DataDog/lading. | DataDog/ | 101 | — | ~668 | Automated safety check: Notes | MIT | 8 days ago |
| 10 | 10.Pi En PI Cognitive AI. An agent skill from share-skills/pi. | share-skills/ | 108 | — | ~18k | Automated safety check: Warn | Apache-2.0 | 3 mo ago |
| 11 | Performs rigorous, adversarial senior-staff code reviews that ruthlessly uncover architectural anti-patterns, edge cases, lifecycle hazards, memory leaks, type-safety gaps, and performance pitfalls. | nekomangaorg/ | 2.8k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 12 | DevOps knowledge reference covering Git workflows, testing strategies, DevSecOps, release pipeline orchestration (release.yml, multi-arch images, cosign integration), CI/CD pipelines, database… | telagod/ | 243 | — | ~422 | Automated safety check: Pass | MIT | 2 mo ago |