Python · MIT
lsdefine/GenericAgent
Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
★ 14.4k
Stars
1.7k forks · 204 open issues
+4.7/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
45.6
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 | 14.5 | +4.7/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 4.2 | last week ran 1.28× the monthly pace |
| Freshness | 15 | 14.9 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 12.1 | 14.4k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 45.6 | sum of the above |
Detail
| Topics | ai-agentautomationautonomous-agentbrowser-automationclaudecomputer-controldesktop-automationgeminilightweightllm-agentmemory-systempythonself-evolvingskill-treetask-automation |
| Matched on | AI Agents (llm-agent) |
| Short window | +33 stars over 7 days = 4.7/day |
| Long window | +96 stars over 26 days = 3.7/day |
| Lifetime average | 49.16 stars/day over 293 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |