Python · AGPL-3.0
inferstep/ATLAS
Adaptive Test-time Learning and Autonomous Specialization
★ 2.1k
Stars
201 forks · 116 open issues
+1.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
25.7
Momentum / 100
see the breakdown below
9mo ago
Created
last push 3d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 1.1 | +1.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.53× the monthly pace |
| Freshness | 15 | 15.0 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 9.6 | 2.1k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 25.7 | sum of the above |
Detail
| Topics | ai-agentai-harnesscoding-agentdeveloper-toolsllmlocal-firstlocal-llmself-hosted |
| Matched on | Dev Tools (developer-tools, self-hosted) |
| Short window | +1 stars over 7 days = 0.1/day |
| Long window | +7 stars over 26 days = 0.3/day |
| Lifetime average | 7.61 stars/day over 277 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |