插件

自适应模型路由：请求级复杂度分类，按配置链自动选择后端 provider。

两级模型熔断与回退：模型或平台连续失败后自动熔断，并把下一个请求路由到配置好的备用模型。

ctx.web 接缝的零配置 Exa 网页搜索提供方：无 API key 时走匿名 MCP 兜底，配 key 时走 REST 搜索。

在 dsh-subagent-tools 基础上增加子代理按调用 cwd，附带所需的两个 in-process provider 补丁。

子代理委派的按调用覆盖：model/provider/persona/toolFilter、@preset: 引用与 provider/model 组合 id。

DeepSeek 视觉桥接：注册原生 LLM provider，聊天内粘贴的图片自动由视觉模型（pi-ai/llama.cpp 上的 Qwen3-VL）转成文字描述后交给纯文本 DeepSeek 作答——图片准入、路由与会话压缩全部走 harness 原生机制，带 LRU 描述缓存与 503 重试。

Command Code provider plugin for DeepSeek Harness (dsh) — works with every Command Code plan including the $1 Go plan; uses the Studio authentication API key over /alpha/generate, not the Provider API

fastCRW-backed web search and fetch providers for DeepSeek Harness (ctx.web)

Use ChatGPT (Codex), Claude, and Grok (X Premium) subscriptions as DeepSeek Harness LLM providers, with OAuth login from the web Settings page

SearXNG-backed web search provider for the DeepSeek Harness web capability seam (ctx.web) — self-hosted metasearch, no API key, no model turn per search

Optional provider plugin for dsh-skill-pack-security: registers the pack's skills/ (zh) or skills-en/ (en) edition on ctx.skills. Ships both editions embedded in pack/.

DeepSeek Harness plugin: AnySearch-backed web search provider (aggregates exa/tavily/firecrawl via one MCP gateway) registered into ctx.web.

Custom Claude provider support for DeepSeek Harness

Tavily search provider bundle for DeepSeek Harness (dsh): registers a WebSearchProvider into ctx.web

DSH provider plugin for Codex access through a ChatGPT subscription.

DSH 的模型切换器：指向任意 OpenAI 兼容端点，内置精选免费/低价 DeepSeek 服务商预设，免费额度限流时自动回退。

只读的 agent 机群凭据卫生审计：检查凭据文件权限、git remote 内嵌凭据（输出脱敏）与 provider token 字面量计数；零依赖、确定性。

基于 Tavily 的网页搜索提供方：替换内置 web_search 的后端，并提供 API Key、结果数量与时间窗口的设置卡片。

One DeepSeek Harness plugin for every pi-ai provider, including subscription OAuth

SSRF-resistant HTTP(S) fetch provider for DeepSeek Harness

Fail-closed per-turn step, tool-call, and provider-token budgets for DeepSeek Harness

OpenAI Codex OAuth provider and model adapter for dsh-oauth and DeepSeek Harness

Web access for DeepSeek Harness — multi-provider search/fetch on ctx.web, plus GitHub/PDF/YouTube extraction.

Bocha-backed WebSearchProvider and installable profile bundle for DeepSeek Harness