xby-bazi: Bazi Calculator Plugin

In DeepSeek Harness (DSH), developers can install the `xby-skill/xby-bazi` plugin via the command line to integrate BaZi charting and Chinese almanac lookup functionality. The plugin uses AI-powered calculations and requires registering on the official Xiaobenyang website to obtain an API key, which must be set with the `set_xby_apikey` command before use. Core functions include: setting the API key, retrieving BaZi details (requiring a specified Gregorian or lunar date/time and gender), retrieving a list of Gregorian dates/times based on the BaZi, and retrieving almanac information for a specified time (defaulting to today). Note that mutually exclusive parameter validation must be observed during use.

Read More
DeepSeek Harness (DSH) Plugin: CDK Best Practices Service

`xby-awslabs-cdk` is an AWS CDK plugin for DeepSeek Harness that addresses common developer challenges, including a lack of best-practice guidance, cumbersome compliance checks, and difficulty discovering architecture patterns. As an MCP Server, it provides features such as CDK best-practice recommendations, Nag rule explanations, architecture pattern lookup, and Lambda layer documentation. By configuring an API key, developers can quickly obtain compliance remediation steps and solution patterns during conversations. Note that some features, such as Nag suppression checks, have been deprecated; consider the AWS IaC MCP Server as an alternative.

Read More
xby-awslabs-aws-diagram: Generate an AWS Architecture Diagram in a GitHub Codespace

xby-awslabs-aws-diagram is a DSH plugin that runs in a GitHub Codespace. By leveraging the Amazon Q CLI and the `diagrams` package, it enables users to write Python code directly in the conversation to generate high-quality architecture diagrams. Core features include setting an API key, generating diagrams, retrieving sample code, and listing available icons. When using it, users should avoid `import` statements, provide the correct working directory, and follow the specific DSL syntax (for example, starting with `with Diagram`). This plugin aims to address the pain points of diagram creation in development environments and is open-sourced under the MIT license.

Read More
xby-aws-blackbelt: AWS Black Belt Workshop Search and Transcription Plugin

xby-aws-blackbelt is an MCP server plugin designed for DeepSeek Harness (DSH), intended to help developers easily retrieve information about AWS Black Belt official technical seminars. The plugin supports keyword-based search of seminars, including titles, dates, and links, and can convert found YouTube videos into transcripts (currently Japanese only). Users must register on the official website to obtain an API key. After installation, it can be used in the DSH environment to quickly locate and analyze AWS technical resources.

Read More
xby-atlas-docs: DSH Document Processing Service

xby-atlas-docs is a DeepSeek Harness (DSH) plugin designed to help large models more effectively leverage technical documentation. It uses an MCP server to convert official documentation into Markdown format for use by clients such as Cursor and Cline. Core features include setting API keys, listing documentation libraries, searching pages, retrieving documentation indexes, and accessing specific page content. The typical workflow is: set up an API key -> list documentation -> explore or search -> retrieve details. This plugin substantially lowers the barrier for developers referencing documentation for specific libraries and improves information retrieval efficiency.

Read More
xby-asr-zh: Chinese Speech Recognition Plugin for DeepSeek Harness

`xby-asr-zh` is a Chinese speech recognition plugin for the DSH environment, categorized under "Model Inference." It aims to address differences in audio formats (links, Base64, and file paths) and API key management, enabling DSH processes to directly invoke speech recognition services. Its core features include setting a persistent API key (`set_xby_apikey`) and three recognition modes (`asr_paraformer_int8`, `asr_paraformer_int8_for_data_base64`, and `asr_paraformer_int8_for_data_file`). Direct installation from GitHub is recommended. Before use, you need to register on the official website to obtain an API key and set it via `set_xby_apikey`.

Read More
xby-asr-f: A Speech Recognition Plugin Supporting 20+ Dialects and Accents

DeepSeek Harness (DSH) introduces a new plugin, `xby-asr-f`, designed to achieve high-accuracy dialect and accent speech recognition at low cost. The plugin is powered by the Xiaoben Yang service and supports Mandarin along with more than 20 dialects. Users must first configure an API key using `set_xby_apikey`, then process audio with one of three methods: `asr_fire_red_asr_ctc`, `asr_fire_red_asr_ctc_for_data_base64`, or `asr_fire_red_asr_ctc_for_data_file`. Maintained by `xby-skill` and licensed under the MIT License, the plugin facilitates building multi-regional voice interaction agents.

Read More
xby-asr-5: DeepSeek Harness Speech Recognition Plugin

xby-skill/xby-asr-5 is a DeepSeek Harness (DSH) plugin for integrating speech recognition capabilities. It supports five languages: Chinese, English, Japanese, Korean, and Cantonese, with automatic language detection. Core features include setting the API key and recognizing audio URLs, Base64-encoded data, and local files. Users must first register on the Xiaobenyang official website to obtain an API key for authentication, and then invoke the recognition service through the corresponding function. The plugin source is hosted on GitHub and is licensed under the MIT License.

Read More
xby-asr-1: General-Purpose Speech Recognition Plugin

`xby-asr-1` is a general-purpose speech recognition plugin developed for DeepSeek Harness (DSH), supporting multiple languages and low-resource languages. Maintained by `xby-skill` under the MIT License, it provides API key setup via `set_xby_apikey` and three speech-to-text functions, respectively supporting audio links, Base64-encoded input, and local file paths. Developers must register on the official website to obtain an API key. After installing it using the `dsh plugin` command, they can invoke these functions in the DSH chat environment to quickly integrate speech recognition capabilities into agents.

Read More
xby-ai-persona: A DeepSeek Harness Plugin Supporting Multi-AI Persona Collaboration

xby-ai-persona is a plugin for DeepSeek Harness (DSH) that functions as an MCP protocol server, enabling local collaboration among multiple AI personas. Its core features include configuring API keys, invoking a specified persona, listing available personas, checking the version, and performing intelligent interactive analysis. It is recommended to install the plugin using the official command, and users must register on the Xiaobenyang official website to obtain an API key before use. This plugin is suitable for scenarios such as code analysis and product design that require multi-role collaboration.

Read More
xby-advertising-analysis: Ad Injection Risk Demo Plugin

This is a demo MCP server project that simulates ad injection in LLM responses, intended to demonstrate the potential attack surface exposed by middleware. The project is open source and provides interfaces such as `set_xby_apikey` and `get_completion`. Installation requires obtaining an API key and configuring a profile, while execution depends on DSH process permissions. It is provided solely for risk demonstration purposes.

Read More
xby-12306-ticket-purchase-search: MCP-Based 12306 Ticket Booking Search Plugin

This plugin encapsulates the 12306 ticket purchase service based on the MCP protocol, aiming to address the data access challenges that large models face when retrieving specific ticket information. It offers core functions including authentication, station code lookup, available ticket queries, transfer routing options, and train stopover information retrieval. Developers must obtain an API key from the Xiao Ben Yang official website and configure it using the `set_xby_apikey` tool. GitHub installation is recommended. Currently, transfer ticket queries return only the first 10 results.

Read More
dsh-sleev

The `dsh-sleev` plugin is used to observe model routing through the Sleev context optimization gateway in DeepSeek Harness (DSH). Maintained by xarleyn and archived in a monorepo, it primarily provides features such as route observation, call classification, streaming output replay, usage statistics, and Web UI configuration. After installation, the Host must be restarted, and the provider alias, prefix, and log level to observe must be configured in the Web UI settings card. During configuration, Sleev provider routes must be merged in `settings.yaml`. The plugin supports privacy protection and does not store prompts or secret values.

Read More
dsh-session-scope: DeepSeek Harness Session-Level Workspace Isolation Plugin

`dsh-session-scope` is a security plugin for DeepSeek Harness (DSH), designed to limit an Agent's workspace access scope and prevent permission overreach and accidental operations. Its core principle is to separate permissions (operational capabilities) from scope (visible directories), providing `full`, `focused`, and `isolated` session scope states. The state can be switched dynamically via the `/scope` command, and, combined with filesystem projection and process isolation mechanisms on Linux, it keeps the Session's original workspace unchanged while exposing only selected directories to the Agent or enforcing strong isolation. This plugin is suitable for scenarios requiring fine-grained control over an Agent's working directory and protection against access to sensitive configurations. The project has been archived and migrated to `xarleyn/ds`

Read More
dsh-doc-impact: Deterministic Document Impact Execution Plugin for DeepSeek Harness

The `dsh-doc-impact` plugin establishes a declarative impact graph between code and documentation to address the tendency of documentation being overlooked during agent development. It supports automatic change detection and rule matching, and ensures that the agent reviews or updates affected documentation at the end of an agent turn. The configuration file `.dsh/doc-impact.yml` defines the mappings, and the plugin provides command-line tools and a browser UI for status querying and resolution. The original repository for this plugin has been archived and has now been migrated to the new package `@yadsh/dsh-doc-impact`.

Read More
UI Beep: Auditory Feedback for DeepSeek Harness Agent Heartbeats

The DeepSeek Harness plugin UI Beep adds auditory feedback to the Web interface by translating agent states into three procedurally generated sounds. Licensed under the MIT License, it uses the browser-native Web Audio API for real-time synthesis, with no reliance on external assets. It requires DSH version >= 0.1.7 and supports volume adjustment through configuration. It plays a Hum sound simulating a heartbeat while working, a Tick ticking sound during streaming output, and a Chime alert sound when user intervention is required. Due to browser autoplay policies, the plugin must be activated after user interaction.

Read More
DeepSeek Harness (DSH) Plugin: dsh-claude-subscription

This article introduces the dsh-claude-subscription plugin project in the DeepSeek Harness (DSH) ecosystem. It is maintained by user x5427876, hosted on GitHub, and listed in the SkillHub directory. Currently, due to a failed README fetch, its specific features, installation commands, and typical usage cannot be verified. Users should note that the plugin runs with DSH process permissions and that its current license status is unknown; it is recommended to visit the GitHub repository directly for further details.

Read More
dsh-port-manager: DSH Sidebar Port Management

`dsh-port-manager` is a DSH ecosystem client plugin for managing local ports. It is integrated into the right sidebar, providing a visual port list, process information, and container associations. It supports search, sorting, and automatic refresh, with convenient actions such as opening, copying, and terminating processes. The plugin is dependency-free, maintained by wyzh0117, and supports macOS and Linux. Restart `dsh web` to take effect.

Read More
dsh-notebook: DSH Sidebar Notebook

The DeepSeek Harness plugin `dsh-notebook` integrates lightweight note-taking and referencing capabilities. It runs in the DSH right sidebar, supports creating notes with images, and allows you to click a title to copy it or type the `@` symbol to insert a reference. The plugin provides quick saving of selected text and archiving of full responses. Data is stored on local disk with atomic write support, but without rich text, cloud synchronization, or version history. It is suitable for developers who need to record technical details or context across sessions.

Read More
wxjgit/permission-popup: DeepSeek Harness Permission Approval Aggregation Card

`wxjgit/permission-popup` is a DeepSeek Harness plugin designed to address the cumbersome process of permission approval in background sessions. It aggregates pending approval requests from both the current and background sessions into a card stack in the corner of the page, offering quick “Allow Once” or “Deny” actions. It also supports configuring trigger policies, desktop notifications, and local preferences. By intercepting and displaying permission requests, the plugin lets users handle approvals quickly without frequently switching context windows. After installation, restart the Web UI. It is recommended to use this plugin in a DSH environment, and please review the source code before use.

Read More
DeepSeek Harness Desktop Plugin: Real-Time API Balance and Token Usage Monitoring

dsh-api-balance is a monitoring plugin designed for developers using the DeepSeek Harness (DSH) desktop client. It displays account balance, today’s token consumption, and estimated cost in real time through a floating borderless mini window, and supports viewing billing periods. The plugin offers seven color schemes, custom background images, and refresh frequency settings. Installation requires fully exiting DSH and running it via the command line. Once an API key is configured, you can use the /balance command or the tray icon to control the window.

Read More
dsh-read-image-jpeg-fallback: DSH plugin that converts read_image PNG/WebP to JPEG for LM Studio compatibility

This plugin addresses a compatibility issue when using DSH with LM Studio, where PNG/WebP images generated by `read_image` are rejected by the `openai-completions` route. It uses DSH's `tools/post-execute` hook to automatically convert PNG/WebP images to opaque sRGB JPEG in the background, while leaving JPEG and other formats unchanged, requiring no configuration. It requires DSH 0.1.1-rc.2, Node.js >= 22, and sharp 0.35.3, and can be installed and activated by restarting after running a PowerShell command. The plugin follows a Fail Open strategy: if conversion fails, it retains the original image and logs a warning, ensuring tool calls succeed.

Read More
DeepSeek Harness Right-Click Clipboard Menu Plugin

`wuwaka/dsh-clipboard-menu` is a right-click menu enhancement plugin for the DeepSeek Harness desktop client, primarily addressing the lack of native menu support in input fields. It supports cut, copy, paste, and select all operations, and allows users to customize search engines or add new providers. The plugin supports the Lexical editor, maintains good compatibility, and includes safeguards for browser right-click behavior.

Read More
dsh-memory-loader: A Deterministic Memory Injection Plugin for DeepSeek Harness

`dsh-memory-loader` is a deterministic memory injection plugin for DeepSeek Harness that automatically loads global and project-level memory (`MEMORY.md` and the day's notes) at session start. It provides independent byte-budget control (16KB total budget, 64KB per-file limit), safe content escaping, and deduplication, ensuring stable and controllable memory. Once enabled through the recommended installation method, no manual loading logic is required; memory content is automatically injected as a Durable User Message, making it suitable for scenarios that require long-term contextual coherence.

Read More
dsh-suggest-ghost: Input Prediction and Autocomplete Plugin for DeepSeek Harness

`dsh-suggest-ghost` is a client plugin developed for the DeepSeek Harness (DSH) web interface, designed to address the issue of repetitive input in long conversations. It provides two core capabilities: predicting the next sentence with an LLM (ghost suggestions) and performing history-based prefix completion (similar to zsh). The plugin supports Chinese input methods, cross-session hotness management, and data de-identification, and is compatible with the DSH-specified kernel version. Users can install it via the CLI and configure it in the settings panel, with options including adoption shortcuts, model routing, and word-by-word adoption, making it suitable for scenarios that require improved development efficiency.

Read More