Python · MIT
Cygnux-Labs/Tracekit
Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.
★ 458
Stars
60 forks · 57 open issues
+15/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
42d ago
Created
last push 2d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 22.9 | +15/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.83× the monthly pace |
| Freshness | 15 | 15.0 | last push 2d ago; decays to zero at 180 days |
| Scale | 15 | 7.7 | 458 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 45.6 | sum of the above |
Detail
| Topics | agent-securityai-agentsai-safetyaudit-logaudit-trailcertificate-transparencyclaude-codeguardrailslangchainlanggraphllmllm-securitymcpobservabilityopenai-agentsprovenancepythontamper-evidenttransparency-logtypescript |
| Matched on | AI Agents (ai-agents) Agent Skills & MCP (mcp) LLM & Inference (llm) |
| Short window | +103 stars over 7 days = 14.7/day |
| Long window | +321 stars over 18 days = 17.8/day |
| Lifetime average | 11.44 stars/day over 40 days |
| First seen here | 2026-10-18 |
| Last read | 2d ago |