Introducing the DSH Plugin: dsh-mlops (ML Pipeline Workflows)
`dsh-mlops` is a plugin in the DSH ecosystem that aims to simplify the building and maintenance of machine learning pipelines through standardized workflows. It covers the full lifecycle, from data preparation, training, and evaluation through deployment and monitoring. The plugin runs with the permissions of the current DSH process, but official resources currently do not provide a specific feature list, installation command, or usage examples. It is recommended to inspect the source code before installation to verify that it meets your usage requirements.
Read Moredsh-gitops: GitOps Workflow Plugin
The dsh-gitops plugin for DSH Harness (DSH) is designed to address declarative infrastructure management, version control, and delivery process standardization through GitOps workflows. Built on Git as the source of truth, it provides declarative infrastructure management, continuous reconciliation, and progressive delivery capabilities. No official installation command is currently available; it must be installed locally via the community catalog or GitHub source code. The plugin runs with the permissions of the current DSH process, so system operations should be performed with attention to permission restrictions and licensing considerations.
Read MoreL1-L2-L3 Three-Tier Memory Agent Foundation: reatcat/l123-harness
The core philosophy of the DeepSeek Harness (DSH) plugin `reatcat/l123-harness` is "everything is a plugin." It provides capabilities such as an L1-L3 three-tier memory system, gate approvals, and event logging. The plugin bridges lifecycle events via Hooks to enable L1 resident memory, automatic L2 index injection, and L3 detail management, while supporting TDD workflows and dual-host compatibility. The installation command is `dsh plugin --profile web add github:reatcat/l123-harness`. Note that local development should use a tarball package to avoid dependency issues, and the `PreCompact` and `SessionEnd` events are not currently implemented.
Read Moredsh-sidechat: A Standalone Side Chat Panel for DeepSeek Harness
`dsh-sidechat` is a side-chat plugin for DeepSeek Harness (DSH) that enables users to run independent sessions outside the main conversation. It supports inheriting tools and configurations from the main session, offers a Codex-style panel with adjustable width, and includes features such as text staging, result carry-back, question dialog support, and multilingual locale following. Installation requires a compatible pnpm version and configuration of `pnpm-workspace.yaml`. This tool implements non-intrusive parallel thinking, making it suitable for scenarios such as code review and solution validation.
Read Moredsh-side-notify: Pushing Side Conversation Messages to the Main Agent
dsh-side-notify is a companion plugin for DeepSeek Harness (DSH) that eliminates the need to copy and paste when transferring information from a side session to the main session. The plugin provides a floating capsule and a slash command (/notify), allowing users to push messages directly to the main agent. It consists of two parts, Host and Client, and supports status indicators and language following. The installation command is `dsh plugin --profile web add github:realpkuasule/dsh-side-notify`; a service restart is required for it to take effect.
Read Moredsh-session-id: DeepSeek Harness Session ID Display Plugin
The `dsh-session-id` plugin is designed to address the fact that DeepSeek Harness does not directly display session IDs by default. It uses official slots to persistently show the ID at the bottom of the composer and provides click-to-copy functionality. The plugin is implemented purely in the UI and offers features such as automatically hiding empty sessions, compatibility with the Clipboard API, and copy-success feedback. Users can install it using a CLI command; after restarting the process, they can view and copy the session ID with one click in the bottom dock area.
Read Moredsh-session-handoff: DeepSeek Harness Session Handoff Observation and Trigger Plugin
`dsh-session-handoff` is a host plugin for DeepSeek Harness (DSH) used to automatically determine when to perform a session handoff during long conversations or complex tasks. It adopts an “observe-decide-trigger” architecture, recording session metrics (such as turns and steps) and comparing them against thresholds in a policy file, then appending deterministic recommendations to the tail when the session state becomes anomalous. The plugin strictly follows read-only policies, append-only injection discipline, and approval gating mechanisms, ensuring that handoff logic is decoupled from observation logic and ultimately invoking the CLI to execute operations.
Read Moredsh-launch-pad: A Unified Solution for Local Service Management
dsh-launch-pad is a console plugin designed to address local service management challenges in DeepSeek Harness (DSH). It prevents port conflicts through a global registry and automatically obtains launch commands via priority-based discovery (such as `.dsh-services.yml` and `package.json`), reducing the operational overhead for Agents. The plugin provides a Web UI sidebar, Agent tools (e.g., `service_list`, `start`), and log viewing capabilities, supporting one-click start/stop and automatic session following. Although Windows is not currently supported, it offers developers a convenient and unified service management solution through command normalization and port arbitration.
Read Moredsh-mermaid-preview: Rendering Mermaid Diagrams in DSH
`dsh-mermaid-preview` is a Cordis plugin designed for the DeepSeek Harness (dsh) web interface to render Mermaid code blocks in Markdown as visual SVG diagrams. It requires no source code modifications and can be installed with a single command. The plugin automatically adapts to light and dark themes, preserves interactive features, and handles exceptional cases such as CDN unavailability. It supports multiple diagram types, collects no data, and enables users to view diagrams directly in views such as conversations and trajectories.
Read Moredsh-gemini-multimodal: Multimodal Perception for DeepSeek Harness
**dsh-gemini-multimodal** is a plugin developed for DeepSeek Harness. By calling the Google Gemini API or a local CLI, it addresses the limitation that DeepSeek models cannot directly process unstructured data such as screenshots, audio, and video. The plugin provides capabilities including multimodal analysis, transcription, image generation, and document understanding, and supports two provider modes: `gemini_api` and `antigravity_cli`. After installation, users can invoke the relevant tools in DeepSeek Harness, allowing the main model to focus on logical reasoning while enabling “seeing” and “hearing” capabilities.
Read Moredsh-memory-s3: Cloud-Based Cross-Session Memory Plugin
This is a cloud-based cross-session memory plug-in designed for DeepSeek Harness, using S3-compatible storage (such as AWS S3 or MinIO) to enable persistent memory and cross-device sharing. It employs a structured memory model and supports semantic retrieval, local caching, backlink indexing, and file attachment management. To ensure security, all write operations are subject to mandatory approval gates. The plug-in has no GUI configuration; S3 credentials must be managed via environment variables, and it provides a set of tools for adding, deleting, updating, retrieving, and synchronizing memories.
Read MoreDeepSeek Harness Key Vault Plugin
`dsh-keyring` is a key management plugin for DeepSeek Harness, designed to mitigate the risk of API key exposure. It supports automatic key masking, centralized storage, and persistent storage across restarts. The plugin provides CLI model tools and a Web UI management interface, with two-level storage at both global and session levels. Developers can use this plugin to securely store, retrieve, and clean up API keys, reducing the risk of leakage during development.
Read Moredsh-balance: A Plugin for Viewing Balance and Consumption Trends in DeepSeek Harness
dsh-balance is a balance monitoring plugin integrated into the DeepSeek Harness sidebar. It retrieves account balances in real time via the official API and supports one-click expansion to view a 5-day spending trend bar chart. The plugin requires no additional configuration, reuses the existing API key, and automatically refreshes data every 60 seconds. Users can install it via the command line and intuitively track usage costs from the sidebar.
Read Moredsh-prompt-optimizer: DSH Web GUI Input Prompt Optimization Plugin
`dsh-prompt-optimizer` is a plugin for DeepSeek Harness (DSH) designed to address the challenge of repeatedly refining prompts. It provides an “✦ Optimize” button, supports manual and pre-submission automatic optimization, and includes a comparison and rollback feature between the original text and the optimized result. The plugin is compatible with DSH’s built-in routing and OpenAI-compatible interfaces, securely stores API keys, and offers configuration options. It is easy to install, has low performance overhead, and is licensed under the MIT License.
Read Moredsh-poker: DSH Web UI Local Multiplayer Texas Hold'em Poker Plugin
dsh-poker is an unofficial community plugin developed for the DSH Web UI, designed to provide a local multiplayer Texas Hold’em poker experience. Running within the DSH process, it uses WebSocket to achieve real-time state synchronization and fault recovery, supporting reconnection and state persistence. It implements complete Texas Hold’em rules, including blinds, pot-splitting logic, and an immutable Play Token asset ledger. Players can create or join tables for local multi-window play, or use DeepSeek API-driven AI players for entertainment. The plugin is released under the MIT License, is intended solely for mock simulation, and does not support real-money play.
Read Moredsh-login: Login Gatekeeper Plugin for dsh-web
DSH-login is a pure host-side Cordis plugin that provides full request gating for DSH-web. By intercepting requests and validating sessions, it requires users to supply credentials when accessing the opened port. The plugin supports multi-user management, stores passwords using scrypt (random salt) hashing, and encrypts the credentials file with AES-256-GCM. Core features include session management, brute-force rate limiting, dual Web and CLI administration, and hot configuration reload. It binds to 127.0.0.1 by default; for LAN or public internet deployments, using an nginx and TLS proxy is recommended.
Read More@qizhen2021/dsh-plugin-vision: A Vision Analysis Tool for DeepSeek Harness
DeepSeek Harness (DSH) enables text-only models to gain visual processing capabilities through the plugin `@qizhen2021/dsh-plugin-vision`. The plugin registers a `see` tool that provides three analysis channels: offline OCR (supporting macOS language detection), ASCII layout maps, and semantic descriptions (based on the `mimo-v2.5` model). Installation requires modifying `package.json` via Profile Bundles and configuring parameters such as the key path and timeout in `cordis.patch.yml`. When invoking the `see` tool, parameters can be specified to select the processing channel, and a structured JSON report is returned. Note that OCR is limited to macOS, large images require preprocessing, and the plugin's first
Read MoreDeepSeek Harness PaddleOCR Plugin
The DeepSeek Harness (DSH) plugin `qiuchunhuimax/dsh-plugin` provides local document recognition capabilities using PaddleOCR 3.x. It can be invoked via the `/ocr` command or Agent tools, supports formats such as PDFs and images, automatically generates Markdown files from the results, and stores them in the workspace. Installation requires Python 3 and PaddleOCR 3.x, with an environment variable available to specify the Python path. Built on the official DSH interface, the plugin is well suited for local document processing within workflows.
Read Moremypet: DeepSeek Harness Virtual Pet Plugin
mypet is a playful dress-up plugin for the DeepSeek Harness (DSH) desktop client. By simulating a Tamagotchi virtual pet, it provides developers with visual companionship. The pet features lively animations such as breathing and floating, automatic blinking, and wandering, and changes the ambient atmosphere based on the time of day and weather. The panel includes status, wardrobe, achievements, and more, supporting feeding, playing, dress-up, a ball-catching mini-game, and an economic system. It includes built-in sound effects and particle effects, supports offline settlement and save sharing, and aims to make the coding experience more enjoyable.
Read Moredsh-input-enhancer
`dsh-input-enhancer` is a client-side plugin for DeepSeek Harness designed to prevent accidental submission when entering long text. By intercepting the keyboard submission path—without replacing the official input box—it adds locking, statistics, and draft management capabilities. Core features include: blocking normal Enter submission while locked, requiring triple Enter to unlock and send; displaying real-time character count with a yellow warning when exceeding 800 characters; auto-locking by default after 80 characters and auto-unlocking when cleared; and supporting draft swapping and automatic temporary saving. The installation command is `dsh plugin --profile web add github:qiqiangvae/dsh-input-enhancer`, and refreshing the page will activate the plugin.
Read Moredsh-llm-auto-route: Auto Routing and Failover Plugin for DeepSeek Harness
`dsh-llm-auto-route` is a community-maintained Cordis plugin designed to simplify the management of multiple LLM inference providers in DeepSeek Harness. It addresses the complexity of manually switching providers by automatically discovering and matching providers, performing health checks, and enabling failover before output. It supports YAML configuration overrides and offers multiple matching priorities, including explicit specification, environment variables, base URLs, and model prefixes. It can also perform intelligent routing based on health check results. After installation, it requires loading the official adapter and is suitable for agent development scenarios that demand high availability and automated provider management.
Read Moredsh-plugin-choice-refresh: Add "Regenerate" and "More" Features to DSH Choice Cards
`dsh-plugin-choice-refresh` is a new choice-card plugin for DSH, maintained by Pasumao. By injecting two buttons, “Refresh Options” and “More Options,” at the bottom of the native choice card, the plugin addresses issues with fixed or insufficient model options. When a user clicks either button, the system injects a specific prompt instructing the model to regenerate or supplement the options. The plugin requires no configuration, supports both Chinese and English, and is compatible with the new DSH protocol as well as multiple interface components, aiming to improve the flexibility with which agents guide user decisions.
Read Moredsh-stats-board: Session Statistics Dashboard for DeepSeek Harness Web
The DeepSeek Harness plugin `dsh-stats-board` adds a “Statistics” view for analyzing session data. By registering components, the plugin displays KPI overviews (such as round count, duration, token usage, and cache hit rate), a token composition donut chart, and round trend charts, while also providing a data details table. It relies on specific session nodes and projections to obtain data and renders directly under a no-build approach, aiming to offer developers a convenient data pivot tool.
Read MoreDSH Plugin Introduction: dsh-soln-panel (Right-side Solution Panel in the Chat)
`dsh-soln-panel` is a DeepSeek Harness plugin designed to provide an interactive HTML solution panel on the right side of the conversation. It supports multi-tab switching, draggable width, unread indicators, and workspace-persistent storage, enabling the polished display of structured content such as code and tables. Users can invoke it through the `show_solution` tool to append, update, or clear solutions. Lightweight and build-free, the plugin strictly isolates data across different workspaces, significantly improving the usability of content management.
Read Moredsh-win-minimal: DeepSeek Harness Minimal Mode on Windows
The `dsh-win-minimal` plugin provides an alternative to the `minimal preset` for DeepSeek Harness (DSH) on Windows. It retains the one-line fixed persona, zero runtime context, and automatic compression, and integrates the three tools: gitbash, str_replace_editor, and web_search. After installation, users can select “Minimal Mode (Windows)” when creating a new session. The plugin can be installed via CLI or DSH Desktop, with files located in the specified directory. It allows users to customize the persona and tools, but requires gitbash to be installed globally.
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