Mingbird
an agent harness that makes a 2B model finish real tasks. Local-first agent harness (Windows + Ollama) for 2–9B models. Same 2B model: 0.017 → 0.821 across four agent harnesses — 48×. 288-cell benchmark, every cell public. One-click zero-outbound mode. 本地优先,一键断网,零遥测。鸣鸟.
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