dsh-knowledge-graph: Visualizing DSH Plugins and Call Traces
The DeepSeek Harness plugin aims to address the challenge of disorganized plugin management in AI environments through graph visualization. Its core features include: a force-directed graph providing a global view and dependencies of plugins, skills, and tools; bubble highlights visualizing the reasoning process and tool-call trace for each conversation turn; a list view for precise search and filtering; and statistics on usage frequency and health status (such as loading failures) with Markdown report export. The plugin runs fully offline and persists data in local files, helping users clean up unused plugins and optimize their environment configuration.
Read Moredsh-lifecycle-inspector: DeepSeek Harness Plugin Lifecycle Diagnostics Tool
dsh-lifecycle-inspector is a standalone community plugin designed for DeepSeek Harness (DSH). It aims to transform complex internal lifecycle states into visual dashboards and diagnostic commands, helping developers troubleshoot plugin loading failures, hangs, and resource cleanup issues. The plugin provides a native Web dashboard with a health overview, search filtering, and Effect details, highlights failed or suspended Fibers, and logs timeout cleanup operations. It also supports CLI commands and Agent tools, offering concise summaries and detailed inspection features. The plugin itself uses a lifecycle-safe implementation and supports both Chinese and English. By verifying the cleanup status of the Cordis Effects tree in a read-only manner, this tool is suitable for developers who require strict monitoring of the resource cleanup process.
Read Moredsh-model-fix: Fix streaming finalization defects for opencode endpoints muse-spark and gpt-5.6-luna
`dsh-model-fix` is a DeepSeek Harness (DSH) plugin designed to fix an error that occurs at the end of streaming output when the aggregation endpoint fails to provide a `finish_reason` signal. By rewriting the ending state to `stop`, the plugin resolves compatibility issues with `muse-spark-1.2` and `gpt-5.6-luna`. Users can install it using the official command and enable it by configuring `modelPattern` and `providers` in `cordis.patch.yml`. Using this plugin does not require enabling the data training privacy switch, and it can effectively avoid unnecessary retries and token consumption.
Read Moredsh-web-search-tavily: Tavily Web Search Plugin
The DSH plugin `dsh-web-search-tavily` replaces the `web_search` backend of DeepSeek Harness (DSH) with the Tavily Search API. It is implemented through Provider registration and the Bundle Patch mechanism, and provides API key management as well as visual backend switching options. Developers can install and configure it using the official commands; simply enter the key in Settings and restart to make it take effect, without modifying any native code.
Read MoreRedFox Skill Gallery Plugin
RedFox Skill Gallery is a plugin for DeepSeek Harness Web UI designed to reduce the operational cost of skill management. It displays RedFox community skills in a sidebar and supports category filtering, real-time search, and one-click invocation. Dependencies must be verified before installation, and `dsh web` must be restarted after installation. The plugin features automatic dependency management, multilingual support, and detail viewing, with category data managed in JSON files and dynamic updates supported.
Read MoreDeepSeek Harness PWA Plugin: Adding Offline and Installation Capabilities
The `dsh-pwa-plugin` for DeepSeek Harness (DSH) is a plugin that enables offline access and desktop installation for applications through a Service Worker. Users need to add the dependency in a DSH Web Profile, register the plugin, and restart the service. The plugin hosts the Service Worker script and manifest, applies differentiated caching strategies (such as Cache-first) to static resources like HTML and JS/CSS, but does not cache API requests. It supports automatic update detection, requires an HTTPS environment, and depends on Cordis version 4.0.1 or higher.
Read MoreDSH Preview Plugin: Embed a Development Server in an iframe and Transparently Proxy SPA Traffic
`dsh-preview-plugin` is a plugin designed for DeepSeek Harness (DSH) to address development preview issues in SPA applications. It embeds via an iframe and transparently proxies the server, supporting single-page routing, static asset loading, and multi-port backend proxying. Users need to add the dependency and bundle configuration in `package.json`, and enter the frontend port and an optional backend port in the Preview tab of the DSH Web GUI to start the preview. The plugin supports SPA routing, form submission, cookie pass-through, and path persistence, but native browser navigation requires the application to build URLs using relative paths internally.
Read Moredsh-mood: DeepSeek Harness Behavior Status Light Plugin
dsh-mood is a micro behavioral observer designed for DeepSeek Harness, aiming to solve the pain point where developers must infer an agent's state from logs. Operating as a pure observer, it does not interfere with model behavior; instead, it compresses complex session behavior into four states—GOOD, CONFUSED, FRUSTRATED, and OVERWHELMED—and displays an intuitive “status light” in the interface. It supports session-journey recording, provides explainable trigger conditions, and allows threshold tuning through configuration files. Developers can quickly assess an agent’s health and behavioral tendencies without digging into logs, making it well suited for monitoring agent states during development.
Read MoreDeepSeek Harness Balance Plugin: Directly Displays Account Balance and Session Usage
balance-dsh is a plugin designed specifically for DeepSeek Harness (DSH), helping developers monitor account balances and token consumption in real time to control costs. It features a sidebar balance row, a minimized floating capsule, and automatic refreshing. The plugin supports displaying peak and off-peak billing logic and session usage details, and provides a statistics popup as well as a /balance command for queries. Released under the MIT license, it does not collect privacy data; users can easily check official usage with a command or refresh manually.
Read MoreDeepSeek Harness Plugin: searchsieve — Search Result Coverage Assessment Tool
The DeepSeek Harness plugin `searchsieve` is designed to address the challenge of quantifying search result quality in RAG scenarios. It provides core metrics such as retention ratio and answer completeness, and performs semantic analysis and evaluation of search results. Using a pure rule-based algorithm, it runs with zero model overhead and requires no API Key, while being optimized for Chinese environments. To install it, run `dsh plugin add search-sieve` and restart after installation. The plugin validates information points through the `expectedPoints` parameter and returns the selected ratio, uncovered information, and follow-up search suggestions. On Windows, it can be used with `dsh.cmd` or `npm.cmd`.
Read MoreDeepSeek Harness Plugin dsh-researchcraft: ResearchCraft Workflows and Scientific Skills
`dsh-researchcraft` is a plugin for DeepSeek Harness, designed for structured research workflows. It integrates academic search, a scientific skill library (including domain and methodology skills), multiple tools (such as image generation, LaTeX compilation, and remote computation), and a live lab notebook. Users must manually select the "ResearchCraft" preset in the Web UI to activate the feature. During installation, ensure the configuration files are ordered correctly and observe precautions such as port availability and background process cleanup to build a professional research environment.
Read Moredsh-remote-tunnel-easy: DeepSeek Harness Remote Tunnel Plugin
`dsh-remote-tunnel-easy` is a plugin for DeepSeek Harness that aims to simplify remote access from mobile devices. By generating a QR code, users can scan it to seamlessly access the Web UI of the current desktop session in their mobile browser. The plugin automatically downloads and processes the `cloudflared` binary, requires no manual configuration, supports multiple platforms, ensures that data is not stored and maintains high security, making it convenient for developers to connect to their workflow anytime, anywhere.
Read Moredsh-chat-avatar: DeepSeek Harness Web Interface Avatar Plugin
dsh-chat-avatar is a playful avatar customization plugin for DeepSeek Harness, designed to enhance the visual appearance of the Web interface. By injecting CSS, it renders avatars on the left side of AI replies and on the right side of user input, with independent settings for each side. It supports formats such as PNG, JPG, and GIF, and allows customization of size (16–128px), shape (circular/square), and visibility. The installation command is `dsh plugin --profile web add dsh-chat-avatar`, and the settings entry is located under the “Avatar” option on the “Settings” page. The plugin is MIT-licensed, has no version coupling issues, and is suitable for users who need visual distinction in chat interfaces.
Read MoreDeepSeek Harness Network Capability Enhancement Plugin: dsh-webstack
dsh-webstack is a web access plugin for DeepSeek Harness, designed to address the limited context windows of local models and anti-scraping challenges. It integrates SearXNG and Scrapling to provide a multi-layer scraping pipeline that automatically handles static pages, dynamic rendering, and advanced anti-scraping measures such as Cloudflare. It achieves 73.1% token savings through Turndown conversion and includes strict SSRF security safeguards. Developers can invoke it seamlessly simply by configuring a Provider, without modifying any code.
Read Moredsh-continuum: Persistent State and Checkpoint Engine for DeepSeek Harness
`dsh-continuum` is a production-grade plugin for DeepSeek Harness (DSH), designed to address issues such as state loss, context exhaustion, and process crashes in agent collaboration. It transforms DSH into an engineering environment with persistent memory and fault tolerance. Through event sourcing, optimistic concurrency control, and strict context budget management, the plugin provides core capabilities including data recovery, secure locking, four-eyes verification, and content encapsulation. Developers can use its tools to manage the full project lifecycle and transition from one-off scripts to continuous engineering.
Read Moredsh-eac-popup: Persistent EAC Taskbar Highlighting and Automatic Session Switching
dsh-eac-popup is a DeepSeek Harness EAC workflow plugin designed to address the issue of users easily missing notifications when an Agent runs background tasks or requests approval. By invoking Windows system interfaces, it provides features such as a persistently highlighted taskbar icon, automatic session switching, and an always-on-top window. It is mounted at the host level, covers all sessions, and remains effective after restarts. Installation requires pairing it with the web-desktop profile and the EAC main process patch, and it is intended for Windows environments.
Read MoreDeepSeek Harness Plugin: dsh-qixin-insight-mcp-oauth
`dsh-qixin-insight-mcp-oauth` is an online tool plugin for DeepSeek Harness, designed to simplify access to Qixin Insight enterprise data. It is based on the OAuth 2.1 (PKCE) standard and supports connecting, checking status, and disconnecting through conversational commands. The plugin requires no configuration files; credentials are securely stored in the DSH service and support automatic refreshing, but users must disconnect before uninstalling.
Read Moredsh-yingnao: Enabling Agents to Govern Local Disks
`dsh-yingnao` is a local disk governance plugin for DeepSeek Harness. It builds file indexes through a locally running Yingnao service, enabling agents to inspect disk status, semantically search files, and dispatch governance tasks. The plugin supports retrieval by name, path, or content, and can discover semantic associations. In governance operations, it establishes boundaries: directly moving files or performing money-related operations are prohibited and require user confirmation, while other reversible operations can be executed immediately. The plugin is commonly paired with `dsh-deepbrain` to address local data privacy and governance automation, allowing local machine management without API keys.
Read MoreDeepSeek Harness WeChat Integration Plugin (dsh-wechat-suite)
The `dsh-wechat-suite` plugin for DeepSeek Harness (DSH) uses the Tencent iLink protocol to connect a DSH Profile to a WeChat personal account, enabling bidirectional communication. It includes `wechat-gateway` and `wechat-conversation-node`, supporting multimodal message transmission for text, images, and voice, as well as OCR, STT, and TTS capabilities. It features automatic reconnection, message deduplication, input indicators, and conversation control, and provides a management console. Installation requires Node.js 22, pnpm, and a dedicated WeChat account, but has a single-instance limitation and a risk of account ban; specific credentials must be configured.
Read Moredsh-vox-input: Serverless DSH Web Voice Input
dsh-vox-input is a client-side plugin that provides speech-to-text functionality for the DSH Web composer. Built on the browser's native Web Speech API, it requires no server, API key, or model download, ensuring local data processing. The plugin supports real-time recognition and switching between Chinese and English, and features visual waveform control, real-time caption streaming, and intelligent backfill. It is suitable for privacy-focused use cases and for reducing development costs. Installation requires creating a symbolic link, configuring cordis.patch.yml, and restarting the service.
Read MoreDeepSeek Harness Plugin: dsh-circuit-breaker
dsh-circuit-breaker is a Loop Guard plugin for DeepSeek Harness (DSH) designed to prevent agents from getting stuck in infinite loops. It operates outside the model logic and implements two core mechanisms through code-level guards: first, it detects and limits the number of repeated calls to the same tool within a sliding window; second, it enforces a total call limit per agent. When a call is rejected, the plugin returns explanatory text and blocks subsequent identical calls. Installation requires CLI commands, configuration is performed through `cordis.patch.yml`, and version pinning is supported. The plugin is suitable for scenarios that require preventing resource waste and infinite loops, but attention should be paid to its configuration requirements for tools with dynamic parameters.
Read MoreKnit: Rank Workspace Documents by Conversation Relevance
This is an introduction to Knit, a memory plugin for DeepSeek Harness. The plugin ranks and categorizes Markdown documents alongside conversations by relevance (BM25 + IDF), supports dual-mode switching, keyboard navigation, and live preview, and is designed to help agents quickly locate relevant context documents. It runs entirely locally, requires no model calls, and can scan the session workspace with automatic refresh.
Read Moredsh-ppt-master: An AI-Driven PPT Workflow Plugin for DeepSeek Harness
`dsh-ppt-master` is a native plugin for DeepSeek Harness (DSH), designed to generate, populate, and enhance presentations through the PPT Master skill. It supports exporting editable PPTX files and SVG previews, and provides template population capabilities. Users need to install dependencies in a Python 3.10+ environment, configure environment variables, and add the plugin to DSH to use it. This tool provides developers with a complete solution for presentation-related workflows.
Read Moredsh-context-management: Windowed and Reversible Context Management in DeepSeek Harness
`dsh-context-management` is a plugin for DeepSeek Harness, designed to address the context window bottleneck in long conversations or complex tasks. It provides windowed and reversible context management, with core features including automatic takeover of native compression, history retrieval, adaptive fidelity, and graceful degradation. Installation requires DSH 0.1.7 from the prerelease series and Node.js ≥ 22.12; on desktop, install it via the in-app settings, while in the CLI you can run the installation command directly. This plugin is especially suitable for development scenarios that require long-term memory and precise retrieval.
Read MoreDeepSeek Harness Multi Tools Plugin
`dsh-multi-tools` is a private multimodal integration plugin for DeepSeek Harness (DSH), designed to simplify centralized management of local tools, vision models, and applications. Its core component is the ModLens vision engine, which supports converting images into structured logs via Codex, OpenAI, or Ollama and provides automation support for tools such as ComfyUI, AutoCAD, and Premiere Pro. Installation requires specific versions of Node.js and pnpm, while CLI commands allow managing integration status, dependencies, and runtimes. The plugin requires route configuration in settings; enabling the integration creates dedicated Agent presets, enhancing DSH's multimodal workflow capabilities.
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