Python
KimGLee/Cambium
Governance standard and reference toolset for LLM-maintained knowledge corpora
★ 663
Stars
42 forks · 5 open issues
+2.4/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
28.9
Momentum / 100
see the breakdown below
3mo ago
Created
last push 57d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 10.2 | +2.4/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.60× the monthly pace |
| Freshness | 15 | 10.5 | last push 57d ago; decays to zero at 180 days |
| Scale | 15 | 8.2 | 663 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 28.9 | sum of the above |
Detail
| Topics | agentic-workflowsai-agentsauditabilityclaude-code-plugindeepseek-harnessdeepseek-harness-plugindeterministic-validationhuman-in-the-loopkimiknowledge-baseknowledge-governanceknowledge-managementllm-agentsmcpmcp-servermodel-context-protocolopenaipolicy-as-codepythonyaml |
| Matched on | Agent Skills & MCP (model-context-protocol) |
| Short window | +17 stars over 7 days = 2.4/day |
| Long window | +105 stars over 26 days = 4.0/day |
| Lifetime average | 7.10 stars/day over 93 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |