Python · Apache-2.0
AgentToolkit/altk-evolve
Self improving agents through iterations
★ 135
Stars
19 forks · 43 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.
22.2
Momentum / 100
see the breakdown below
11mo 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 0.31× the monthly pace |
| Freshness | 15 | 14.9 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 6.2 | 135 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 22.2 | sum of the above |
Detail
| Topics | agent-learningagent-memoryagentic-workflowsai-agentsclaude-codeclaude-code-pluginclaude-code-pluginscodexcontext-managementepisodic-memoryllmmcpmemorymodel-context-protocolobservabilityself-evolutionself-learning-aitrajectoryvector-database |
| Matched on | RAG (vector-database) |
| Short window | +1 stars over 7 days = 0.1/day |
| Long window | +12 stars over 26 days = 0.5/day |
| Lifetime average | 0.41 stars/day over 328 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |