dsh-devforge

Running DeepSeek Harness in production means juggling development standards, model quotas, code repos, and browser automation across disconnected tools. dsh-devforge consolidates them into one Host and Web panel: a sidebar console for agents, a browser dashboard for state, and a single entry point that covers the full loop from spec injection to service output, from per-model usage cards to automated publishing workflows.

The plugin rests on four pillars. The spec-driven service factory injects versioned Markdown standards into every agent session and generates an isolated sub-agent service—one click yields a layered Api / Bll / Dal / Model / Utility project with Chinese comments, structured logging, and an optional cordis-250k compression preset that trims request payloads automatically. Unified multi-model dashboards cover Zhipu Coding Plan with a named Key pool that auto-rotates on 401 / 403 / 429, Volcano Ark Agent Plan with signed OpenAPI quota queries, and an OpenAI-compatible relay station that registers chat routes and migrates legacy credentials without exposing plaintext keys. A visible operations browser keeps a single foreground Chrome instance with a persistent login profile, multi-tab support, and a Xianyu listing-and-reply assistant that requires explicit user confirmation before any real publish or send. Finally, the full GUI theming layer offers 14 built-in themes, 8 accent colours, and an optional wallpaper, all persisted across restarts with a four-retry fallback that guarantees the active highlight matches the rendered GUI.

If you are an independent developer, a small-team tech lead, or an ops engineer who relies on DSH as the primary harness, dsh-devforge removes the window-hopping overhead and puts spec management, model operations, browser automation, and appearance controls on a single desk.