Scholar Loop AI Agent
by renee-jiaAn autonomous AI scientist: a multi-agent loop over literature, experiments, self-critique and write-up, with deterministic guards against reward-hacking and hallucination.
Scholar Loop is an open-source ai agent by renee-jia, written mainly in Python, with 471 GitHub stars and the MIT license. Its code was last updated Jun 23, 2026.
Scan summary: scanned Nov 5, 2026 at commit f3f9d47. 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
f3f9d47 · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings. BuildsIt installed from a fresh machine.
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.
Passed. This check ran and found nothing it flags.Dependency audit0 known vulnerabilitiespassPassed. This check ran and found nothing it flags.
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.
Passed. This check ran and found nothing it flags.BuildpassPassed. This check ran and found nothing it flags.
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 (1)
- lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
Network activity
During install
files.pythonhosted.orgpypi.org
While running
Not run — the code wasn't started in this scan
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.
Scholar Loop alternatives
View more →Similar ai agents in Research & Analysis, ranked by GitHub stars. Compare licence, recent activity and scan status before you choose.
| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
| Scholar Loop (this page) renee-jia | 471 | MIT | Jun 23, 2026 | Scanned, no flagged issues |
| Hermes Agent NousResearch | 259k | MIT | Nov 1, 2026 | Scanned, no flagged issues |
| Anything LLM Mintplex-Labs | 68k | MIT | Oct 30, 2026 | Scanned, no flagged issues |
| Khazix Skills KKKKhazix | 22k | MIT | Oct 1, 2026 | Scanned, no flagged issues |
| Hermes Webui nesquena | 19k | MIT | Nov 1, 2026 | Scanned, no flagged issues |
| DocsGPT arc53 | 18k | MIT | Nov 1, 2026 | Scanned, no flagged issues |