Tools & Capabilities

Conversational GIS for the DSH Web UI with local file and PostGIS querying, interactive maps, and spatial analysis.

RTK (Rust Token Killer) extension for dsh-router: rewrites each bash tool call through `rtk rewrite` so the agent reads compressed command output, and falls back to the original command when rtk is missing or has no equivalent.

Web bridge.

Knowledge-base plugin: build auditable KB packages (references + SQL).

Controls user-authorized Chrome tabs from DeepSeek Harness through a local native-messaging broker, with semantic page reads, actions, screenshots, and explicit handoff.

Generic workspace base for the dsh harness (local + remote workspace providers with per-workspace routing), with SSH as one concrete provider: bind a server directory as an SSH workspace so the session's file I/O and commands run on that host, manage host

Zero-config lint feedback loop for JS/TS, Python, Go and Rust: lint_diagnostics / lint_workspace_errors / lint_fix tools driven by the repo's own eslint / biome / ruff / golangci-lint / cargo clippy (auto-detected from config files, repo-local node_modules/.bin resolved first, nothing bundled), plus an auto-injected post-edit findings delta on the harness fs/observed event and a bounded completion gate — edit → lint → auto-repair with one lint_fix call for dsh agents.

Web search with Exa, Firecrawl, Tavily and Tinyfish, per-session search connection and freshness preferences, and a chat-toolbar selector.

ANP Identity management plugin for DeepSeek Harness

Chinese writing de-AI plugin (AI-isms / AI writing / humanize): say "去掉AI味" to rewrite text, "写的不错" to auto-learn new AI words into the avoid list. Free from the Zhihu "去AI味写作技巧" community.

Office document preview, editing, and DOCX generation for DeepSeek Harness, powered by Fylar Office SDK.

Zhipu (GLM Coding Plan) web suite as native DSH providers and tools: rebinds the built-in web_search and web_fetch to Zhipu web search and Markdown page reading, optionally registers github_search_doc / github_get_repo_structure / github_read_file repo tools, and adds a settings card with toggles and a credential-ref field.

Registers the MathWorks MATLAB/Simulink MCP server into a dsh profile, so agent sessions get mcp__matlab__* tools for running MATLAB code and reading, editing and testing Simulink models.

Data cleaning and data enrichment for CSV/XLSX/JSON enterprise lists in DeepSeek Harness, including spreadsheet cleaning, deduplication, profiling, optional Qichacha MCP and exports.

Wraps colbymchenry/codegraph into agent tools - status, search, callers/callees, impact, explore, and more.

Windows desktop companion for DeepSeek Harness: update checker, server start/stop, system tray, graphical console, and one-click installer.

COM-driven real Microsoft Office automation for DeepSeek Harness: drives a running Excel/Word instance through OfficeMCP — VBA macros, pivot tables, live formula recalculation, and deep document layout; plus an accounting suite (double-entry journal posting with debit/credit balance check, and SUMIF general ledger).

Technical documentation agent preset for DeepSeek Harness: template-driven writing with a self-learning template library, AI-flavor removal for tech docs, and a quality-assurance toolkit (document audit, cross-document consistency, numbering resequencing, version sync, PDF and Word export, screenshot automation).

FormatForge for DeepSeek Harness: forge any file format (pdf/docx/xlsx/pptx/eml/toml/...) into AI-readable structured data. Thin bundle that spawns the local Python CLI (python -m formatforge) and returns protocol JSON; enhancement is delegated to the cur

Read-only DSH Web plugin for inspecting and searching Milvus or Zilliz Cloud collections from chat, including scalar, BM25, dense, and hybrid queries.

Polymarket toolkit for DeepSeek Harness and Claude Code: market-data tools for Gamma/CLOB/Data-API (31 model tools in DSH; read-only subset exposed over MCP), opt-in authenticated trading tools, WebSocket stream service, and an embedded Polymarket knowhow skill.

Bayesian stock prediction plugin that fuses MACD, RSI, moving-average, volume and other technical signals into an up-move posterior probability with multi-horizon comparison, trend-state classification and position risk metrics for A-share and US stocks.

DSH tools for reproducing and validating the ml-quant-trading protocol v1 CPU benchmark, then drafting an issue-ready report. Requires a local clone of initial-d/ml-quant-trading (set as the workspace or repoPath) plus Python and PyTorch; this plugin does not fetch the repository or install its dependencies.

Adds session, project, and global controls in the DSH WebUI for skills, MCP servers, tools, prompt injections, approval escalation, and safety guards; enforcement is scoped to the current agent.