S3
pat-jj/s3
[EMNLP'25] s3 - ⚡ Efficient & Effective Search Agent Training via RL for RAG (RLVR for Search with Minimal Data)
830 140 -1/wk
GitHub
agentic-ai efficiency gpt-5 information-retrieval large-language-models rag rlvr search-agent verifier
Trend
0
Star & Fork Trend (27 data points)
Stars
Forks
Multi-Source Signals
Growth Velocity
pat-jj/s3 has -1 stars this period . Velocity data will be available after more historical data is collected.
Deep analysis is being generated for this repository.
Signal-backed technical analysis will be available soon.
| Metric | s3 | agent-kit | open-agent | GraphGPT |
|---|---|---|---|---|
| Stars | 830 | 830 | 830 | 829 |
| Forks | 140 | 123 | 107 | 80 |
| Weekly Growth | -1 | +0 | +1 | +0 |
| Language | Python | TypeScript | TypeScript | Python |
| Sources | 1 | 1 | 1 | 1 |
| License | Apache-2.0 | Apache-2.0 | Apache-2.0 | Apache-2.0 |
Capability Radar vs agent-kit
s3
agent-kit
Maintenance Activity 15
Last code push 155 days ago.
Community Engagement 84
Fork-to-star ratio: 16.9%. Active community forking and contributing.
Issue Burden 70
Issue data not yet available.
Growth Momentum 30
No measurable growth in the current period (first-day cold start expected).
License Clarity 95
Licensed under Apache-2.0. Permissive — safe for commercial use.
Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.