Ai4s Skills
by ai4s-researchOpen-source agent skills for AI for Science: topic exploration, literature survey, experiments, paper writing, and integrity audit — driven by any coding agent.
Ai4s Skills is an open-source agent skill by ai4s-research, written mainly in Python, with 262 GitHub stars and the MIT license. Its code was last updated Jul 28, 2026.
Scan summary: scanned Nov 5, 2026 at commit 744ab20. No capabilities flagged by our checks. Scan policy
ScannedScanned. The automated checks below ran on the commit shown. Read each line for what was and was not covered.
Full scan at
744ab20 · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings.
Passed. This check ran and found nothing it flags.Static code scanpassPassed. This check ran and found nothing it flags.
Passed. This check ran and found nothing it flags.Secrets scanpassPassed. This check ran and found nothing it flags.
Flagged. This check found an issue. See the findings below.Dependency audit216 known vulnerabilitiesfailFlagged. This check found an issue. See the findings below.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.ManifestnonewarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Buildn/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Boot & handshaken/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Network egressn/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Reproducible (×3)n/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Findings (4)
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- highHigh. Something risky that needs a close look before you install.dependencies issueDetails are available to the maintainer after claiming this listing.
- mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.torch@2.9.1: 4 known vulnerabilitiesPYSEC-2026-139, PYSEC-2026-2286, GHSA-qfhq-4f3w-5fph, GHSA-rrmf-rvhw-rf47
examples/fno-burgers/experiment/requirements.txt - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
Automated result for the commit shown. See our scan policy. View the scan log
Maintainers can claim the listing to rescan, or dispute a result.
Ai4s Skills alternatives
View more →Similar agent skills in Research & Analysis, ranked by GitHub stars. Compare licence, recent activity and scan status before you choose.
| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
| Ai4s Skills (this page) ai4s-research | 262 | MIT | Jul 28, 2026 | Scanned, no flagged issues |
| RuView ruvnet | 102k | MIT | Nov 1, 2026 | Scanned, no flagged issues |
| AI Research SKILLs Orchestra-Research | 14k | MIT | Oct 11, 2026 | Scanned, no flagged issues |
| Auto Empirical Research Skills brycewang-stanford | 4.9k | None found | Oct 30, 2026 | Not scanned yet |
| Council Of High Intelligence 0xNyk | 4.7k | MIT | Oct 26, 2026 | Scanned, no flagged issues |
| Serenity Skill muxuuu | 4.1k | MIT | Oct 11, 2026 | Scanned, no flagged issues |