Plugins

Native Rapid-MLX provider for DeepSeek Harness (dsh) — dsh reads model facts from the server instead of your settings.yaml.

Local-first, full-duplex voice for DeepSeek Harness, orchestrated by Muxiva

Ink-and-paper Apple-inspired theme for the DSH web client with a handwritten jimmy sidebar brand.

Session-aware local notes for DeepSeek Harness: capture notes and page selections in a floating Apple Notes style panel, let the LLM classify topics, auto-inject convention notes into the system prompt, and dispatch todos with recall context to active sessions.

Apple on-device Vision tools for text-only dsh models: local OCR (zh-Hans + 30 langs), image classification, face detection, document layout, and a combined describe — 100% offline, no API key, tall-screenshot slicing.

DSH 会话界面的可编排工作流：Plan→Action→Review 三阶段可视化画布（@xyflow/react 基座），动态连线携带语义注入下游，多维度 Review 审核闭环，Apple 级动效。

Xcode AI integration for DSH: 26 Xcode MCP tools (mcpbridge) + Apple platform skills + Xcode Intelligence-style persona (agent preset or global bundle).