ツールと機能

在 DeepSeek Harness 中用自然语言搜索、保存和阅读得到大脑笔记

Turn a structured outline into a presentation for DeepSeek Harness (dsh): a self-contained HTML deck that presents offline with speaker notes and prints to PDF, plus optional editable .pptx export. Five committed themes.

Use one shared Playwright browser together with your DeepSeek Harness AI.

Micro-surgical fault-tolerant code patching engine with 4-tier fuzzy matching for DeepSeek Harness (dsh).

Adaptive task and risk routing, loop budgets, and progressive tool-result pruning for DeepSeek Harness

NeevSandbox execution providers for DeepSeek Harness

Scrape URLs to LLM-ready Markdown and search the web via the Firecrawl Cloud API.

dsh-shell for DeepSeek Harness: runs cmd / PowerShell commands on Windows (and bash-like shells on POSIX) with a bash-inspired safety model — timeouts, output truncation, exit codes, background jobs and a cwd allowlist

催办风险灯（Urge Risk Light）— 根据流程节点停留时间与 SLA 对比批量判定红/黄/绿催办风险的 DeepSeek Harness 工具插件，含结果卡片与右下角悬浮组件

Typed, read-only DeepSeek Harness tools for installed Kungfu Projects and Work.

Browser-automation tools for DeepSeek Harness (dsh): Chromium via playwright-core behind a security-first navigation policy re-checked on every action

The rich `edit` tool for DeepSeek Harness (replace / patch / apply_patch / hashline modes) with embedded format-on-write and diagnostics — a standalone plugin with no upstream harness changes required.

开眼看世界：DSH 决策层插件——让 agent 在「该上网搜索」的时候先搜再答（fresh-info-first / 联网优先）。判定『何时搜索』（决策层），不自带搜索引擎（能力层）。

中国实时热点数据采集器：微博/百度/B站/知乎热搜、App Store 榜单、QQ音乐榜等，免 API Key。Tool + skill bundle for DeepSeek Harness.

Project/task dual-mode workspaces for DSH: a task skips the workspace picker and gets a fresh scratch directory (D:\dsh_working\<name>-<timestamp>) per conversation, Codex-style; no-workspace sessions are grouped under a persistent Tasks section in the sidebar with empty states, and the new-session workspace picker gains a "no workspace (task)" option.

Save messy notes (text + images) to a Yuque knowledge base, classified by the model.

Credential-free sequential web search chain for DeepSeek Harness (Startpage -> DuckDuckGo -> Ecosia -> Google -> Mojeek)

A paper-review panel for the DeepSeek Harness: converts PDF papers into structured, selectable text (columns, headings, tables, sub/superscripts, table of contents) with figure and display-equation rendering, a floating ask-about-the-selection dialog, and

DSH plugin: loopback WebSocket bridge that mirrors application frontend tools onto the agent's tool registry and forwards model calls back to the application — one bridge, many apps, key-based namespace isolation

HTML 文書をワンタップで開ける共有リンクとして公開し、チャットアプリではカードとしてプレビューします。公開・更新と PNG/PDF/Word への書き出しに対応。

コードベースを解析してアーキテクチャ文書を生成します：モジュールの責務、依存関係、エントリーポイント、実行方法。

Headless-browser verification tools so the agent opens the page it just built, reads the rendered DOM and computed styles, checks the console, and screenshots the result; ships a frontend-verify skill.

Browser operation by accessibility refs: navigate, snapshot the page as a ref tree, act on elements, and wait for conditions; the origin policy follows the session approval stance and is enforced by request interception.

Real-browser automation for dsh via an MCP server (Playwright core): navigate, click, fill, type, screenshot, and act on accessibility snapshots with numbered references - all 22 web_* tools re-exposed to the harness over stdio.