Python · Apache-2.0
Agentic-System-Lab/agent-loop-visualizer
This project is for learning: it shows how an agent loop works underneath, in a way more intuitive and visual than reading about it. Behind an agent's chat box runs a loop: step after step, the model proposes an action and the harness carries it out, until it stops.
★ 51
Stars
2 forks · 0 open issues
+4.3/day
Growth · lifetime avg
Average since the repo was created — it is young enough that this still describes now. Not a recent-week figure.
33.4
Momentum / 100
see the breakdown below
14d ago
Created
last push 7d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 13.8 | +4.3/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 14.6 | last push 7d ago; decays to zero at 180 days |
| Scale | 15 | 5.0 | 51 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 33.4 | sum of the above |
Detail
| Topics | agent-loopai-agentseducationfunction-callinggemmahuggingfaceinteractive-learningllm-agentsllm-visualizationlocal-llmmultimodalpythonpytorchqwenspeculative-decodingstreamlittool-callingtraditional-chinesetransformersvisualization |
| Matched on | Agent Skills & MCP (function-calling) |
| Short window | no snapshot 5–10 days old yet |
| Long window | no snapshot 14–45 days old yet |
| Lifetime average | 4.26 stars/day over 12 days |
| First seen here | 2026-11-01 |
| Last read | 2d ago |