dsh-trajectory-governor: Providing Closed-Loop Agent Trajectory Control for DeepSeek Harness
dsh-trajectory-governor is a DSH workflow plugin maintained by chunsi-w. It manages Task Episodes, validates debts, and enforces benchmark gates and completion gates on real event streams, rather than relying solely on prompt-based agent constraints. It supports Native and Code Mode tool observation, shadow/active modes, and local decision ledgers. This paper introduces its closed-loop mechanism, installation command (npm package @chunsi-m/dsh-trajectory-governor@0.2.0), cordis.patch.yml configuration items, and recommended deployment sequence. It is suitable for long-chain Agent scenarios that require "verification after any change" and "complete benchmarking for performance modifications."
Read MoreVibe Mathematics: Solving and Cross-Validating Mathematical Problems with Multi-Agent in DSH
Vibe Mathematics (dsh-vibe-math v1.4.1) is a DSH workflow plugin maintained by ChongCyrus. A single installation provides four agent presets (v1–v4). Version v2 focuses on JSON data layers and probability-driven scheduling; v3 emphasizes a paper-style Markdown knowledge base, planning agents, and method libraries; and v4 features a resident sub-agent self-organizing experimental architecture. The plugin supports multi-agent cross-validation, checkpoint resumption, human intervention, and per-project isolation, and can be driven using natural language or the `vibe_math_*`/`vibe_v4_*` tools. It is released under the MIT license and has 9 stars on GitHub.
Read MoreDSH Mini TUI: The Minimalist Terminal Interface for DeepSeek Harness
DSH Mini TUI (dsh-mini-tui) is a DeepSeek Harness terminal user interface plugin maintained by boxeryao. It retains full Agent and tool capabilities, defaulting to an answer-first layout that hides successful tool outputs while preserving short prompts on failure. It supports /verbose and /tool N for on-demand viewing of the process and offers Windows right-click menu startup. Installation command: dsh plugin --profile tui add dsh-mini-tui@latest, requiring DSH 0.1.0-rc.6 and Node.js 22.19+.
Read Moredsh-fail-logger: Embedding Tool Failures into Skills to Reduce Agent Errors Over Time
dsh-fail-logger is a DSH memory-class plugin maintained by Areium. It automatically listens to session/events to capture failure causes from native tools, PTC run_code, and embedded tool calls. After normalization, deduplication, counting, and anonymization, it writes the data to the skill's machine maintenance segment, with the optional injection of three-level preventive prompts. This article introduces its coverage matrix, installation commands, configuration options, smoke verification steps, applicable scenarios, and known limitations.
Read Moredsh-hud: DSH Web Floating Status Panel
dsh-hud is a community HUD plugin for the DeepSeek Harness Web interface: the input bar dashboard button opens a right-side floating panel, centrally displaying Git status and diffs, MCP services, Skills, model and token usage, session statistics, and account balance. Installable via `dsh plugin --profile web`, it is read-only and requires no build, making it suitable for quickly confirming repository and session status within the chat interface.
Read Moredsh-usage-billing: DeepSeek Harness Usage and Consumption Statistics
dsh-usage-billing is a build-free, two-sided plugin for DeepSeek Harness that automatically monitors all LLM/stream calls on the local machine. It segments billing based on pre- and post-2026-08-17 peak and off-peak pricing. The plugin provides a main interface Token card, settings page charts, budget alerts, official balance retrieval, CSV/JSON export, and a usage_billing dynamic tool. It is recommended to install via `dsh plugin --profile web add dsh-usage-billing`, with data persisted to `.dsh-usage-billing.json`.
Read Moredsh-github-intelligence: Integrating 201 Read-Only Developer Intelligence Tools for DSH
dsh-github-intelligence is a DSH network tool plugin maintained by zoahdev. The current version, v2.10.0, offers 201 read-only tools, covering 16 developer ecosystems including GitHub, GitLab, Gitee, npm, and PyPI, as well as the DSH registry. It supports repository reports, Issue/PR queries, cross-repository comparisons, authenticated notification inboxes, and repository health audits, with built-in TTL caching to handle API rate limits. Public interfaces require no API key, while an optional GitHub token can be used to increase GitHub rate limits. After installation, simply restart the dsh web to invoke the tools within conversations.
Read Moredsh-skill-manager-ytxue: Managing the Skill Pool in the DSH Settings Sidebar
dsh-skill-manager-ytxue is a DSH Web workflow plugin maintained by YTxue, which provides a Skill management panel in the settings sidebar. It supports dual-list views for enabled directories and pool directories, single/batch folder imports with duplicate name conflict handling, state-driven one-click standard checks and automatic repairs, and distinguishes between system-level and project-level Skills. This article introduces its core functions, installation and mounting steps, and typical usage scenarios.
Read MoreBloom for DSH: Glass + Morandi Theme for DeepSeek Harness
The webkubor/dsh-bloom-theme (@kubor/dsh-bloom-theme) offers 8 OKLCH Morandi color schemes for DeepSeek Harness, featuring light and dark dual themes, frosted glass panels, and a top bar for one-click switching. The dual-track color scheme separates readability and atmosphere, with full site compliance with WCAG AA. This article introduces the installation commands, typical usage, and applicable scenarios, while reminding users that the plugin runs with dsh process permissions and to verify the source code and MIT license before installation.
Read MoreToolshrink: Semantic Compression for Agent Tool Outputs
toolshrink is a DeepSeek Harness plugin maintained by unclecode, designed to address the issue of information loss caused by truncating tool outputs from the beginning and end. It features 13 built-in content-aware reducers (for tests, diffs, JSON, builds, logs, etc.), with a fallback to size-based truncation when no match is found. It also annotates the omitted volume and optionally saves the full original text via spill. Installation is straightforward with a single dsh plugin command, and it can also be used as a Node.js library or a custom cut extension. Licensed under MIT, the current version is 0.1.0.
Read MoreMiraculous Standard: DeepSeek V4 Pro/Flash Unified Anchored Presets
Miraculous Standard is an agent preset provided by rinDBeans for DeepSeek Harness, unifying coverage across four combinations of V4 Pro/Flash with the official API and opencode-go. The initial request only exposes a Minimal toolset for trajectory anchoring. After upgrade, it unlocks the Pro resident set or Flash full directory based on the model, coupled with context-gate and epoch management to address compaction and resume anchoring issues. This article compiles installation commands, model configurations, and key items from agent.cordis.yml, while explaining applicable scenarios and known limitations.
Read Morepmp-dsh-tavern: SillyTavern Resource and RP Workflow Compatibility on DSH
PMP-DSH-Tavern (dsh-tavern) is a DSH open-source plugin (v2.0.0, MIT) maintained by Player-MINEPIG. Based on the DSH rc.8 baseline, it offers compatibility for SillyTavern character cards, presets, and world info. By preserving the authority of DSH sessions through dual modes (Spirit Bead/Magic Pill), it additionally provides RP sidebar, circumambulation (story looping), swipe, and branching features. This article introduces the plugin's positioning, v2.0 functional modules, installation steps via git clone, and a six-step Quick Start guide ranging from importing character cards to the first conversation round, while also explaining its security boundaries and applicable scenarios.
Read Moredsh-ocgo-lite: OpenCode Go Usage Persistent Bar
dsh-ocgo-lite is a DSH client plugin maintained by OK-wx, designed to remain visible in the Composer Dock. It displays the remaining balance circle for the OpenCode Go plan, token consumption, and estimated costs based on official pricing. It supports three statistical scopes: All, Current Session, and Recent Conversations, with model-linked statistics, session-level configuration memory, 30-second seamless refresh, and incremental log reading. It also offers one-click API Key copying and an opencode_go_usage tool. Installation: dsh plugin --profile web add github:OK-wx/dsh-ocgo-lite. Requires Node.js ≥ 22.5 and local OpenCode Go login. Licensed under MIT.
Read Moredsh-answer-pet: DSH Web Scalable Answer State Pet Framework
dsh-answer-pet is a DSH web plugin maintained by Nanki-nn. It displays a draggable answer status pet in the corner of the interface, supporting multi-session progress cards, token rates, and model execution trajectories. Its appearance is decoupled from the progress core through PetTheme v1, with three built-in themes: blue whale, orange cat, and silver shaded cat. The installation command is `dsh plugin --profile web add github:Nanki-nn/dsh-answer-pet`. It requires configuration in `settings.yaml` and a restart of dsh web after installation or upgrade. Licensed under MIT, the current version is 0.6.0.
Read Moredsh-usage-chart: Visualize Token Usage, Cost Estimation, and Account Balance in DSH Web
dsh-usage-chart is a DSH Web Cordis plugin (v1.1.2, MIT) maintained by Max-Samson. It displays token usage, cache hit rate, estimated costs in CNY/USD based on list prices, and account balance beneath the input box. Clicking it expands a zero-dependency SVG panel featuring cost charts per round, context segment stress bars, compression diagnostics, and input source attribution. Data is sourced from official adapter projections and host session logs, with balances queried via host proxy. Installation: `dsh plugin --profile web add dsh-usage-chart`. Requires DSH ≥ 0.1.0-rc.6 and Node.js ≥ 20.
Read MoreOh My DSH: Bounded and Resumable Long-Term Autonomous Development for DeepSeek Harness
Oh My DSH (DSH Autopilot, npm package dsh-autopilot) is a DSH workflow plugin maintained by LiuMengxuan04, adding persistent task graphs, bounded workers, frozen project checks, read-only completion reviews, and fault recovery on top of the native Goal. The current version is 0.1.0-alpha.3, requiring DSH 0.1.0-rc.6, Cordis 4.0.1, and Node.js ^22.19.0. This article introduces the installation commands, typical usage of /autopilot, the normal five-step process, and safety boundaries, suitable for repository development tasks that span multiple rounds and require evidence and explicit completion gates.
Read Moredsh-plugin-gather: One-Click Assembly for DSH Web Enhancement Suite
The DSH Web plugin aggregation package (v0.9.6, MIT) maintained by lilwhich allows you to install selected plugins such as dsh-at-file, right sidebar, task dashboard, and skin center with a single command. It also includes built-in features like account status bar, checkpoint snapshots, Diff Review, conversation migration, global settings, and a VSCode-style left sidebar. This package is ideal for developers looking to quickly set up a complete DSH Web environment. Before installation, please review the source code and licenses; after installation, a restart and a hard refresh of the browser are required.
Read Moredsh-plugin-garmin-connect: Integrating Garmin Connect Sports and Health Data into the DSH Agent
dsh-plugin-garmin-connect (v0.1.5, maintained by Likenttt) is a Garmin Connect integration plugin for DeepSeek Harness. It registers activities, sleep, steps, heart rate, weight, training libraries, and other data as 10 AI-callable tools, supporting FIT downloads and training creation. Installed via `npx @deepseek-ai/dsh plugin add`, it allows natural language queries in web dialogs or standalone MCP clients after configuring the GARMIN environment variable. Note that version 0.1.5 does not yet support browser-based two-factor authentication; the plugin runs with dsh process permissions, so review the source code and MIT license before installation.
Read Moredsh-lan-access: Enabling Access to the DSH Web GUI Within the Local Area Network
dsh-lan-access is a DSH network access tool plugin maintained by Leon0555 (MIT, v0.1.3). It binds the Web GUI to 0.0.0.0, injects a crypto.randomUUID polyfill to fix RPC failures over HTTP in LAN, and supports narrow-screen mobile layout since v0.1.2. One-click npm installation: dsh plugin --profile web add dsh-lan-access. Restricted to trusted internal networks: no authentication, and the configuration/credential interfaces remain accessible only via localhost loopback.
Read Moredsh-image2-draw: Integrating gpt-image-2 Image Generation in DSH Dialogues
dsh-image2-draw is a DeepSeek Harness image generation plugin maintained by JuneLearn, which calls gpt-image-2 through a third-party OpenAI Images-compatible interface. It requires only the configuration of a baseURL and API Key. The plugin offers image2-generate for text-to-image generation and image2-edit for image editing, supporting continuous generation of 1–8 images, various sizes, and PNG/JPEG/WebP reference images. Results are previewed within the session and saved to the outputs/image2/ directory. API Keys are stored only in DSH credentials, with timeouts and 524 errors not automatically retried to prevent duplicate billing. It is suitable for on-the-spot image generation within DSH Web agent workflows. Before installation, please review the source code and MIT license, and evaluate the relay service independently.
Read Moredsh-record-replay: Recording macOS Desktop Operation Demos as Agent Skills
dsh-record-replay is a DSH workflow plugin maintained by humblebanana, integrating the Open Record/Replay macOS recorder into Harness. It provides the open-record-replay skill and orr_* tools. Agents can record user demonstrations, validate events.jsonl, package skill-input, and pass it to the host Skill Creator or the built-in orr_skill_create to generate a Skill. It exclusively supports macOS and requires Node.js >= 22.19 along with a local open-record-replay checkout.
Read MoreTask Passport: Relaying Between Harnesses with Task Passports, Without Moving Chat History
Task Passport is an open task handoff protocol and DSH thin plugin maintained by dongsheng123132. The passport stores versioned task states in the store; TaskPack is a single-file module designed for cross-user and cross-machine portability. It supports CLI and MCP interfaces including list, open, checkpoint, pack, land, and conformance, and can connect to U-King, local directories, or custom Providers. The same state can be read and written by DSH, Claude Code, Codex, and WorkBuddy. It does not replicate chat history, and checkpoints include version conflict detection. Licensed under MIT, categorized in SkillHub workflows, currently at version 0.3.1.
Read Moredsh-harness-mcp-server: Exposing Harness Capabilities as an MCP Service
dsh-harness-mcp-server is a DSH workflow plugin released by community maintainer chushixixin, which exposes the DeepSeek Harness agent runtime as a StreamableHTTP MCP service. External MCP clients (such as Hermes) can drive the Harness to execute real coding tasks like bash commands and file system operations through tools like agent_run and task_inbox, and retrieve structured results including changes and verification. The plugin listens on 127.0.0.1:8090 by default, supports npm installation and activation via cordis.yml patches, and is suitable for alternative scenarios requiring context isolation or parallel execution.
Read Moredsh-acp-for-bitfun: Integrating BitFun into DSH as a Subagent via ACP
dsh-acp-for-bitfun is a DeepSeek Harness plugin maintained by bobleer that registers BitFun as a subagent provider for dsh via the Agent Client Protocol v1 over stdio. After installation, models can delegate tasks to BitFun for execution using the subagent_bitfun tool. The article explains the working principle, prerequisites (BitFun CLI, dsh >= 0.1.0-rc.6, pnpm), installation commands, configuration items in cordis.patch.yml, and verification steps, while also describing the permission policy and fail loud behavior.
Read Moredsh-global-rules: Editing DSH Global Rules in the Web Settings Panel
dsh-global-rules is a DSH client plugin maintained by badai147, which directly reads and writes to ~/.dsh/AGENTS.md via a web settings panel. After installation, you can open "Settings → Global Rules" to edit Markdown rules and save them. The rules take effect immediately in new sessions, while in the current session, they are dynamically detected and updated by dsh-agent-instructions after the next file operation. The plugin is divided into Host HTTP routes and Client settings page UI, requires zero build steps, and is licensed under MIT.
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