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
What Scholar Loop can touch
- Our checks did not find this. The tool may still do it.Run shell commandsNot seen in this scan
- Our checks did not find this. The tool may still do it.Run dynamic codeNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or write filesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read environment and secretsNot seen in this scan
- Our checks did not find this. The tool may still do it.Control a web browserNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to databasesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or send messagesNot seen in this scan
- Our checks did not find this. The tool may still do it.Touch money or tradingNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to the internetNot run in this scan
"Not seen" means our checks did not find it, and the tool may still do it. Covers commit f3f9d47, Nov 5, 2026. See the scan policy.
Before you install Scholar Loop
AgenticMart scanned Scholar Loop on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What it can access
- An AI agent decides its own next steps and calls whatever tools you give it, so its risk depends on the access you grant.
Before you install
- Pin the version you reviewed instead of always installing the latest release.
- Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
- Maintained by renee-jia on GitHub, 471 stars and 35 forks. Popularity is not proof of safety.
- Last code change: Jun 23, 2026.
- Open-source license: MIT.
Scholar Loop is an open-source ai agent by renee-jia, written mainly in Python. An autonomous AI scientist: a multi-agent loop over literature, experiments, self-critique and write-up, with deterministic guards against reward-hacking and hallucination.
At a glance
- Stars
- 471
- Forks
- 35
- Language
- Python
- License
- MIT
- Created
- Jun 2026
- Last update
- Jun 23, 2026
- Type
- AI Agent
- Price
- Free
Topics
Questions about Scholar Loop
What is Scholar Loop?
An autonomous AI scientist: a multi-agent loop over literature, experiments, self-critique and write-up, with deterministic guards against reward-hacking and hallucination.
Who maintains Scholar Loop?
Scholar Loop is maintained by renee-jia on GitHub (renee-jia/scholar-loop). AgenticMart lists it from public repository data.
Is Scholar Loop safe to use?
AgenticMart scanned Scholar Loop on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What license does Scholar Loop use?
It is published under the MIT license.
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