GitHub - firelex/jeff: Fine-tunes of Qwen3.5 and Gemma 4 for zero-shot classification · GitHub

译：感知留在本机，决策可换、可离线；Jeff、Jev、EdgeJev 与 Liquid d1 是同一条本地决策门控路线。

• Jeff 负责本机 Computer-Use 的感知与动作骨架

• Jev、EdgeJev、Liquid d1 作为 sibling tools，决策层可替换

• 本地优先的关键是 Harness>Model：能否审计、停机、迁移；sibling tools：Jev Computer-Use: https://blog.fka.dev/blog/2026-09-19-implementing-computer-use-using-jev-on-macos/；EdgeJev: https://pypi.org/project/edgejev/；Liquid d1: https://docs.liquid.ai/lfm/models/decision-models