S3 AI Agent
by pat-jj[EMNLP'25] s3 - ⚡ Efficient & Effective Search Agent Training via RL for RAG (RLVR for Search with Minimal Data)
S3 is an open-source ai agent by pat-jj, written mainly in Python, with 849 GitHub stars and the Apache-2.0 license. Its code was last updated Nov 5, 2025.
Scan summary: scanned Nov 5, 2026 at commit ba08d58. Seen able to run shell commands, run dynamic code. Scan policy
What S3 can touch
- Seen in this scan, either in the code or while it ran.Run shell commandsFound in the code by our scan
- Seen in this scan, either in the code or while it ran.Run dynamic codeFound in the code by our 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 ba08d58, Nov 5, 2026. See the scan policy.
Before you install S3
AgenticMart scanned S3 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 pat-jj on GitHub, 849 stars and 144 forks. Popularity is not proof of safety.
- Last code change was over a year ago (Nov 2025); unmaintained code doesn't get security fixes.
- Open-source license: Apache-2.0.
S3 is an open-source ai agent by pat-jj, written mainly in Python. [EMNLP'25] s3 - ⚡ Efficient & Effective Search Agent Training via RL for RAG (RLVR for Search with Minimal Data)
At a glance
- Stars
- 849
- Forks
- 144
- Language
- Python
- License
- Apache-2.0
- Created
- Apr 2025
- Last update
- Nov 5, 2025
- Type
- AI Agent
- Price
- Free
Topics
Questions about S3
What is S3?
[EMNLP'25] s3 - ⚡ Efficient & Effective Search Agent Training via RL for RAG (RLVR for Search with Minimal Data)
Who maintains S3?
S3 is maintained by pat-jj on GitHub (pat-jj/s3). AgenticMart lists it from public repository data.
Is S3 safe to use?
AgenticMart scanned S3 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 S3 use?
It is published under the Apache-2.0 license.
S3 alternatives
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|---|---|---|---|---|
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