skill-distill：把 Skill 蒸馏成可独立运行的脚本
skill-distill（@user_9d88e4b9/skilldistill，v1.0.0）是 SkillHub 社区 dev-programming 类 Skill，读取指定 skill 的 SKILL.md 与脚本，生成独立可执行脚本并嵌入当前 OpenClaw 模型配置。适用于把 Skill 转成 CLI、封装为可直接运行的脚本。安装需 skillhub CLI，并用 --dir 指向 Agent 的 skills 目录。标签含 requires_api_key=true，使用前需准备 API Key。
Read Moredevctl-dsh: Control DSH Sessions from Another Device via CLI
The plugin-based architecture of DSH (DeepSeek Harness) allows users to remotely control DSH sessions over a local area network via `devctl-dsh`. Core features include session management, model switching, pairing, and image sending. The controller provides a single-file Python script, `cli/dshctl.py`, and a native Android client, `dshconsole`, supporting streaming responses, interruption, workspace management, and permission control. After the plugin is installed on the controlled device, it opens an authentication port; the controller downloads and registers the service via HTTP, and when running on the same machine, it automatically reads the configuration. The Android client supports collapsible streaming thinking, mode switching, and self-healing on disconnection, making it suitable for use in a LAN environment where network security is ensured.
Read Moredsh-native-codex-cli — Driving Codex CLI Directly via DSH's Chat Interface
The DSH Native Codex CLI plugin enables a direct connection between DeepSeek Harness (DSH) and Codex CLI, with DSH serving only as the presentation layer and Codex handling task execution. The plugin supports opening existing conversations, creating new tasks, streaming output, and displaying tools. Messages are sent directly to Codex’s native `turn` without intermediate forwarding, reducing latency and avoiding the overhead of a secondary AI. Developers can drive Codex CLI in DSH through bound or standalone workspaces. The plugin is open-sourced under the MIT License.
Read MoreDeepSeek Harness (DSH) Plugin: ypipaq/dsh-skills-mcp-cli-manager
The DeepSeek Harness (DSH) plugin dsh-skills-mcp-cli-manager aims to provide unified management of Skills, MCP, and CLI tools through a Web GUI, addressing the issue of fragmented configuration in agent development. It focuses on offering a centralized management entry point for these components within a single-page interface. Since no specific implementation details or official installation commands are currently available, users need to obtain the source code themselves. As feature and license information has not been fully confirmed, it is recommended to review the plugin carefully before installation.
Read MoreDeepSeek Harness Plugin: zhengjy01/dsh-zhihu (Zhihu CLI Connector)
`zhengjy01/dsh-zhihu` is a plugin for DeepSeek Harness designed to integrate Zhihu data retrieval capabilities into agent toolsets by wrapping the local `pyzhihu-cli`. The plugin provides a web-based visual panel, supports QR code or Cookie-based login, and defaults to read-only mode to protect account security. By encapsulating `zhihu_*` tools, it enables users to perform search, retrieve question and answer details, access user profiles, and read activity feeds, while also supporting write operations such as posting and liking when read-only mode is disabled. When in use, users should be mindful of anti-scraping risk controls and differences between CLI modes.
Read MoreDeepSeek Harness Plugin Marketplace: Independent Team Directory and Brand Marketplace CLI
`dsh-plugin-hub` is a plugin marketplace designed specifically for DeepSeek Harness, intended to address pain points such as independent team catalog management, version publishing, and branded build workflows. Built on `pnpm`, it provides a release age policy and supports independent maintenance as well as the creation of branded marketplace CLIs. After verifying permissions and source code licensing, developers can visit its GitHub repository for installation and usage instructions.
Read Moredsh-cli-store: Secure CLI Tool Registration and Installation for DeepSeek Harness
dsh-cli-store is a DeepSeek Harness (DSH) plugin maintained by Harzva, designed to securely address installation and verification issues when agents invoke external CLI tools. As a registry, it provides a set of commands for searching, discovering, saving, installing, and diagnosing binary tools. The plugin follows a security-first design, managing installation flows with strict permission controls and validation mechanisms (such as dry-run mode and prevention of shell injection). Developers can use it to safely integrate tools like `gh` and `ffmpeg`, making it well suited to scenarios that require managing large numbers of external CLIs.
Read Moredsh-simple-cli: Add a Claude Code-like terminal chat to DeepSeek Harness
# Foreword Developers who work in the command line for a long time often have this requirement: input a sentence directly in the terminal to see the model's response in a streaming format, the tool execution process in real-time, and manually confirm sensitive operations—instead of switching to a browser or assembling outputs from headless calls. DeepSeek Harness (hereinafter referred to as dsh) supports specifying a profile at startup (e.g., `dsh --profile cli`). The dsh-simple-cli introduced below is a CLI profile that runs entirely within the terminal: once installed, use the `dsh-cli` command to converse with the Agent, resembling the interface of Claude Code. # What is dsh-simple-cli
Read MoreRollback Whale: Adding Checkpoint and Recovery CLI for DeepSeek Harness
Rollback Whale is an independent community plugin for DeepSeek Harness (DSH), designed to resolve the issue where the Web profile fails to start after modifying plugins, UI, or control files. It provides a set of checkpoint management tools independent of the current Web profile, allowing users to create immutable checkpoints from the current Git checkout and DSH control files, and perform safe rollbacks when necessary. The plugin's core functions include a management interface in the sidebar and settings, as well as an independent CLI entry (`rollback-whale`), ensuring that recovery operations can still be performed even if the Web interface fails. Checkpoints are stored by default in the `~/.dsh-recovery` directory and are verified via SHA-...
Read MoreTuning Engines CLI: Model and Agent Workflow Governance Plugin in DSH
`cerebrixos-org/tuning-engines-cli` is an MIT-licensed Node.js tool (v0.4.35, requiring Node >=18) designed to provide a unified model workflow management entry point for agent environments such as DSH. It integrates a CLI, an MCP server, and a Python adapter, managing inference routing, permission policies (RBAC), approvals, tracing, usage, and model training through a single entry point. Core capabilities include offering 60+ MCP tools, supporting inference via an OpenAI-compatible API, fine-tuning open-source models on domain-specific data using particular agents, managing training tasks and evaluations, and initializing various orchestration frameworks such as LangGraph and Temporal. Installation is straightforward, achieved through `
Read MoreModel Isn't the Decisive Factor: The Harness Battle for CLI Coding Agents in 2026
In mid-2026, the focus of the CLI coding Agent community shifted from foundation models to Harness—system prompts, retry logic, context compression, and sub-agent orchestration. On Terminal-Bench 2.1, Claude Code and Codex CLI were locked in a tight race with an accuracy rate of around 83%, and the same model could achieve scores differing by several percentage points under different Harness configurations. This paper sorts out the concept of Harness, compares four development routes including Claude Code, Codex CLI, OpenCode and Copilot CLI, and explains why context compression has become an invisible battlefield, to help developers select appropriate solutions according to their scenarios.
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