Tools & Capabilities

DeepSeek Harness plugin for Readproof: stable readproof:// identity, freshness policy, snapshots, per-run manifests, diff, byte-exact replay, and evidence bundles as model-callable tools.

Multi-key Tavily search provider for DeepSeek Harness (ctx.web) with a live settings card in the web plugin configuration page

dsh 数据库浏览插件:会话顶部「数据库」视图 Tab,多连接管理、点表分页浏览,只读多层防护,驱动注册表架构目标支持尽可能多的数据库,dsh plugin add 一条命令安装

Cadence Virtuoso integration for the DeepSeek Harness — bundles the virtuoso-cli agent skills, manages the daemon / tunnel / sessions from the settings panel. · DSH 的 Virtuoso 集成插件,把 virtuoso-cli 的 agent skills 与 daemon / tunnel / session 管理一并打包到 DSH 设置面板

LLM-as-a-Verifier for dsh with the Best-of-N conversation mode built in: rank N candidates with a fine-grained verifier (expected grade over the logprob distribution), on demand via the verify tool or automatically on every turn of a Best-of-N session. In

Plane-powered project management for DeepSeek Harness (DSH).

Four read-only tools over a WeKnora knowledge base: list knowledge bases, hybrid passage search, reassemble one document's chunks in order, and WeKnora's own cited RAG or ReAct-agent answer with a resumable session id.

ROS2 debugging toolset and robot-state vision analysis for DeepSeek Harness: node/topic/service/action/interface/TF enumeration, whole-graph topology JSON, rosdep checks, approval-gated builds and custom message scaffolding, GUI screenshots and multimodal vision observation, plus headless RViz2 offscreen rendering (low-poly meshes, direct pixel read, GPU passthrough - motion rendering at 30Hz) with parallel VLM realtime analysis.

One-stop visual management of DSH Skills & MCP: on-demand MCP loading, in-session hot reload, SKILL & MCP descriptions viewable in the plugin.

Brave Search API-backed web search provider for the DeepSeek Harness web capability seam (ctx.web)

DeepSeek Harness plugin: scan a codebase and generate a Software Design Document (SDD) outline.

Fine-grained LLM verification for DSH agents: pairwise rewards over score-token logprobs, Probabilistic Pivot Tournament best-of-N selection, and per-step progress tracking.

DSH Tool Router — deterministically shrink model-visible tool schemas per step with a safe fallback

Search arXiv for ML/DL/RL papers and check claims against real abstracts.

Clustr Trading Console for DeepSeek Harness: secure, multi-exchange tools and an AI trader cockpit.

Adds a deferred default workspace backed by a shared configurable working directory.

把 Aloof 的办公审批接成 DeepSeek Harness 的原生工具：查待办、看可发起的审批、读表单字段、发起单子。写操作先过 dsh 的审批闸门。

Content-aware tool-result reducer: 13 reducers cut oversized output by meaning at tools/post-execute (failing tests kept, diff context dropped, JSON and CSV sampled, lint problems grouped by rule, dependency stack frames collapsed, crowded directories counted), with full originals spilled to disk behind a locator.

A DeepSeek Harness plugin for selecting and routing web search providers.

Lexmount cloud browser tools for DeepSeek Harness

Semantic-layer analytics tool for DeepSeek Harness backed by the Xiwen service

LangSearch web search provider and langsearch_search tool for DeepSeek Harness

维脑 Agent (Weinao) — HEMA (Historical European Martial Arts) literature research tools for DeepSeek Harness: search and read Wiktenauer pages, maintain a bilingual glossary, and produce cited research reports

A stateful, Agent-controllable Jupyter workspace for DeepSeek Harness: a persistent ipykernel runtime the DSH agent can read, edit, execute, and inspect, with VS Code-aligned cell UI and .ipynb save/load.