Python · Apache-2.0
Mafdet-AI/mafdet
You type. It already knows. Local LLMs that read and think while you type.
★ 80
Stars
7 forks · 0 open issues
+2.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
22.6
Momentum / 100
see the breakdown below
19d ago
Created
last push 20h ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 2.1 | +2.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.13× the monthly pace |
| Freshness | 15 | 14.9 | last push 20h ago; decays to zero at 180 days |
| Scale | 15 | 5.5 | 80 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 22.6 | sum of the above |
Detail
| Topics | deep-learningframeworklarge-language-modelsllm-inferencellm-toolslocal-ailocal-developmentmachine-learningresearch-projectresearch-tool |
| Matched on | Agent Skills & MCP (llm-tools) LLM & Inference (large-language-models, llm-inference) |
| Short window | +2 stars over 7 days = 0.3/day |
| Long window | +34 stars over 16 days = 2.1/day |
| Lifetime average | 4.18 stars/day over 19 days |
| First seen here | 2026-10-24 |
| Last read | 1h ago |