dsh-plugin-code-quality：在 DSH `/` 菜单里加上 /simplify 与 /code-review
Hope-Phenom 维护的 DSH 插件 @hope_phenom/dsh-plugin-code-quality（0.1.1，MIT）在 `/` 菜单注册 /simplify（行为不变清理 diff，人机均可调用）与 /code-review、/review（多角度正确性审查 + 独立 verifier，仅用户调用）。本文基于官方 README 说明安装命令、级别表、用法示例及 skill 相对 host command 的设计原因；安装前请审阅源码。插件无额外 npm 依赖，要求 Node.js ≥ 20 及标准 preset 中的 dsh-skill 与 client-ui-skill。
Read Moredsh-code-review：在 DeepSeek Harness 里按需审查未提交改动
dsh-code-review 是 SeanTolstoyevski 维护的 DSH bundle 插件，在会话中用 /review 让 reviewer 模型审计工作区未提交改动，并以对话卡片呈现报告。内置 cr、arc 模式，可自定义 modes；默认与主 agent 隔离，支持 session 范围、忽略路径与 focus 消息。安装通过 plugin_manager install_bundle 指向 github:SeanTolstoyevski/dsh-code-review，重启 dsh web 后使用。MIT 许可，版本 1.5.0。
Read MoreDeepSeek Harness 对抗式审查预设插件
DeepSeek Harness 插件 `dsh-adversarial-review-preset` 将代码审查立场从“确认正确”转变为“证明错误”。它通过硬性纪律强制审查者引用权威原文、定位具体行号，并禁止盲目修改代码或测试。插件支持通用及 WHATWG 规范的对抗式审查，需在 DSH 代码工作工具中安装，旨在通过严格的证据纪律减少低级错误。
Read Morerolebox：将单一编码智能体配置为工程团队
`rolebox` 是一个适用于 DeepSeek Harness 等工具的通用多智能体插件，通过 YAML 定义与 Graph v3 协议将单一 Agent 转化为具备独立提示词、技能与权限的工程团队。该插件支持 18 个预设角色、持久化 SQLite 记忆以及 32 个 LSP 和桌面控制工具。核心功能基于声明式工作流（`graph_declare` 与 `graph_submit_outcome`）实现多角色协作与循环任务管理。安装需 npm 包，支持在 DSH 设置中查看角色。插件适用于需要严格工作流控制与角色分工的复杂工程任务，但需注意权限风险及声明式执行的限制。
Read More改代码专家：把 Agent 拉进结构化代码审查流程
改代码专家（@user_f2e0c902/asddsawwqewq）是 SkillHub dev-programming 类社区 Skill v1.0.0，无需 API Key。安装 SKILL.md 后，在用户贴代码并提出审查、找 bug、优化或检查质量时，按规范可读性、逻辑错误、性能与安全四维输出 Markdown 审查报告。本文说明定位、能力与 skillhub install 安装路径，并提醒其本质是审查工作流而非自动改库。
Read More多轴代码评审：合并前从五个维度做代码审查
多轴代码评审（@org-b6kzcl68/code-review-and-quality）是 SkillHub 上 dev-programming 类企业 Skill，由重庆途光网络传媒有限责任公司发布，无需 API Key。它在合并 PR 或变更前，从正确性、可读性、架构、安全、性能五维评估每一处变更，并包含变更拆分策略、评审清单、死代码清理与依赖升级纪律。文章说明 SkillHub CLI 安装方式、Cursor 等客户端 skills 目录，以及 review diff、合并前评审等典型触发用法。
Read Morejava代码检查工具：在 AI 对话里做 Java 代码审查
java代码检查工具（@user_1ee8e350/java-check-tool，v1.0.3）是 SkillHub 社区发布的 dev-programming 类 Skill，定位为 Java 代码检查与审查助手，适用于代码审查、Bug 分析、安全漏洞提示、性能优化建议与质量评估，无需 API Key。文章说明其能力边界、skillhub CLI 与 AI 提示词两种安装方式，以及 Cursor 等客户端的 skills 目录配置，并提醒审查结果需与测试及专业扫描工具配合使用。
Read More代码审查：对指定目录做规范性检查与质量评估
SkillHub 社区 Skill「代码审查」（@user_6cc7d052/code-reviewer，v1.0.1）面向指定文件夹内的源码，提供规范性检查、Bug 检测、性能与可读性建议，并基于华为 Java 编程规范给出质量评分，可生成审查报告。无需 API Key。本文依据 SkillHub 官方简介与安装文档，说明安装命令（skillhub install --dir）、常见 Agent skills 路径及典型对话用法与适用边界。
Read Moresecond-opinion: External Code Review of Git Changes with Codex or Antigravity
second-opinion is an Agent Skill in the Trail of Bits skills marketplace. It invokes Codex, Antigravity, or Gemini CLI to perform independent code reviews and consolidate findings for uncommitted changes, branch diffs, or specified commits, supporting side-by-side comparison of two providers on the same patch. It does not automatically modify code or post to a remote. The article explains the review scope and focus, diff and temporary-file conventions, CLI invocation methods, and marketplace installation commands and official slash-command examples for Claude Code and Codex.
Read Morebabysitting-pr: Have the Agent Continuously Keep PRs Mergeable
"babysitting-pr" is from awesome-cursor-skills, a SKILL.md that instructs the Cursor Agent to fetch status via gh when a PR is opened, address CI failures and review comments, resolve merge conflicts with main, and recheck using gh pr checks --watch after pushing. The document specifies a maximum of three fix-push-check cycles, prohibits force-pushing, and requires reporting items that need design decisions to the user. It is suitable for teams that want to keep PRs continuously merge-ready; to install it, place the skill in .cursor/skills/.
Read Moredsh-project-summary: DeepSeek Harness Git Project Floating Overview
The `dsh-project-summary` plugin provides a floating project overview for DeepSeek Harness (DSH), designed to prevent frequent checks of branch status from interrupting the conversation flow. It displays project and branch information, workspace changes (with diff preview), associated GitHub PR details, and recent commits. It features automatic refreshing, theme adaptation, and read-only safety. Installation requires the specified Release tarball and depends on the GitHub CLI (`gh`).
Read Moredsh-review: DeepSeek Harness Code Review Plugin
dsh-review is a code review plugin for DeepSeek Harness, designed to address agents' lack of structured review capabilities. Through the `/review` and `/end-review` commands, it provides core features such as multi-mode review (uncommitted changes, PRs, commits, and folders), tiered feedback, and custom instructions. Users can use the `--extra` and `--aggressive` flags to enhance review effectiveness. Installation requires Node.js >= 22 and a compatible environment, making it suitable for developers who need to integrate review logic into agent workflows.
Read Moredsh-turnscope: Turn-by-Turn Code Review and Security Traceback for DeepSeek Harness
dsh-turnscope is a DeepSeek Harness plugin designed to address the difficulty of tracking and rolling back changes during AI agent code generation and modification. It provides turn-by-turn timelines, file diff analysis, and status monitoring, with a core "preview-first" safety mechanism: review the planned changes without writing them to the workspace, then commit them after confirmation. It supports atomic renaming, local storage, and automatic rollback on crash, ensuring safe operations. The plugin must be built from source and supports Node.js 22.19+ and DSH 0.2.0-rc.2, making it suitable for developers who need fine-grained control over changes.
Read MoreDeepSeek Harness Plugin: dsh-git
`lengmoxxl/dsh-git` is a read-only Git browser plugin designed specifically for the DeepSeek Harness (DSH) Web GUI. It integrates into the right sidebar and provides features such as commit history browsing, interactive code comparison, and multi-view settings. Installation requires a Node.js environment, the DSH CLI, and Git. The plugin reads repositories through child processes, is fully read-only, and makes no network requests, making it suitable for quickly reviewing code changes in a web interface, although large repositories may respond more slowly.
Read MoreGitMate: A Git Panel and 15 Agent Tools in the DeepSeek Harness Sidebar
GitMate is a plugin for DeepSeek Harness (DSH), designed to integrate Git operations with AI-agent tools through a sidebar, avoiding frequent switching to the terminal. It provides a visual Git panel that supports viewing file status, comparing diffs, managing commits, branch operations, and Stash management. Users can install it via the command line and use the visual interface to perform operations such as initialization, rollback, rebasing, and splitting commits. It also supports custom commands and confirmation for destructive operations, turning DSH into a full-featured Git console.
Read Moredsh-advisor-plugin: DeepSeek Harness Model Review Plugin
DeepSeek Harness (DSH) has released the `dsh-advisor-plugin`, designed to address issues such as blind spots, drift, and premature completion in Coding Agents during self-validation. The plugin introduces an "independent second opinion" mechanism, enabling a review model to intervene through explicit consultation or automatic patrol by providing CORRECTION or STOP signals. It supports features including read-only investigation tools, failure isolation, dual degradation strategies, and an execution model blacklist. Users can install the plugin via command, configure the review model and reasoning level on the settings page, and invoke it within a session or enable it through a configuration file. The plugin requires DSH version 0.1.5-rc and Node.js >=22.19.
Read MoreDSH Plugin Security Audit Tool: TrustLens
TrustLens is a plugin security review tool designed specifically for DSH. It detects common risk patterns in code through static scanning, performs semantic review using the AI model in the current session, and reports documentation conflicts. After installation, users can enter a plugin path in DSH settings to review it and enable it only after confirming it is safe. The tool does not execute the plugin being inspected; it provides only security assessment signals, helping developers reduce security risks before installation.
Read Moredsh-diff-review-likecodex: Codex-style Diff Review Plugin for DeepSeek Harness Web
`dsh-diff-review-likecodex` is a code review plugin for DeepSeek Harness Web. It provides an interactive sidebar Diff panel that lets developers review code changes generated by agents without leaving the interface. The plugin supports Standard, PTC, and Creator modes, and features change isolation, context preservation, comment feedback, and automatic line wrapping for long text. Developers can install the plugin via a command for a smooth review experience similar to Codex.
Read MoreDeepSeek Harness Plugin: dsh-shadow-mind (Background Shadow Agent Audit)
`dsh-shadow-mind` is a standalone plugin for DeepSeek Harness (DSH) that provides a background review mechanism for the Root Agent. After the Root Agent completes tool execution, automatically launches independent Shadow Agents to perform structured validation, feeds reports that pass validation back to the Root session, and exposes configuration and evidence through a Web UI. It leverages DSH's extension mechanisms to handle runtime and sessions, defines validation logic using Markdown files, and is suitable for scenarios requiring automatic auditing of agent outputs. Installation requires compatibility with DSH version 0.2.0-rc.2 and supports command-line debugging.
Read Moredsh-diff-stat: DeepSeek Harness Inline Diff Statistics and Summary Card Plugin
`haoyueqin/dsh-diff-stat` is a Web plugin for DeepSeek Harness designed to enhance the visibility of file changes through visualization. It displays inline change badges on edit/write tool lines, provides file change summary cards at the end of each conversation turn, and supports expanding aligned diff windows, context enhancement, and reverting modifications. The plugin covers native tool calls, PTC dispatch, and opt-in modes, utilizing LCS logic to accurately count changed lines. **Note: This plugin is no longer maintained and has been replaced by native Harness features.**
Read Morexby-review-code: DeepSeek Harness Code Review Plugin
`xby-review-code` is a Model Context Protocol (MCP)-based code review tool server designed to provide DeepSeek Harness (DSH) with structured code review and scoring. It does not directly invoke large models; instead, it is responsible for constructing review prompts and parsing scores. The plugin offers core capabilities such as API key setup, overall code review, Git diff review, single-file review, and score extraction. Users must first register on the official website to obtain an API key, then install and configure it via setup commands, enabling integration into DSH workflows.
Read Moredsh-diff-view: A Universal Diff Viewer Plugin for DeepSeek Harness
`dsh-diff-view` is a lightweight client plugin for DeepSeek Harness (DSH) that provides plugin developers with a general-purpose text diff viewing capability, eliminating the need to hand-write Diff algorithms. It operates through service injection. Its core features include line-level comparison based on the LCS algorithm, word highlighting, Split/Unified view switching, and syntax highlighting consistent with the native Review. The plugin supports rendering full file diff components and provides a low-level engine for retrieving diff chunks and line alignment data. Developers can reuse its styling and rendering logic by simply installing and injecting the service.
Read Moredsh-approval-first: DeepSeek Harness Approval-First Editing Plugin
`dsh-approval-first` is a DeepSeek Harness plugin designed to optimize security controls in sandbox environments. It leverages a “shadow tool” mechanism to display an approval card with code diffs directly to the user when a model attempts a write operation that is rejected by policy, avoiding repeated tool calls by the model. The plugin supports silent and popup modes, and includes features such as “read-first” gating, a drift sensor, and session mode switching. It focuses the review target on diffs rather than textual descriptions, reducing ineffective retries. Currently, the plugin is a transitional stub and affects only the `edit` and `write` tools.
Read Moredsh-approval-diff: Render Actual Diffs Within the Native Approval Card
`dsh-approval-diff` is a plugin for DeepSeek Harness (DSH) designed to address the limitation of native approval cards, which only display `old_string` and `new_string` without sufficient context. Using the `dsh-diff-view` library, it provides visual code diff review within approval cards, including line-level diffs, word highlighting, line numbers, and source context from disk. The plugin supports toggling between split and unified views and optimizes the batch editing workflow, with features such as diff anchoring, stale operand warnings, and merged multi-file review. It applies only to file-change approval operations. After installation, restart Harness to activate it.
Read Moredsh-pr-guardian: PR Feedback Inbox
`dsh-pr-guardian` is a DeepSeek Harness plugin maintained by Harzva, designed to address the problem of fragmented PR feedback management. It supports shared state with Codex and provides a sidebar feedback panel, PR discovery, prioritization, and local CLI tools. The plugin supports favorites, status tagging, report generation, and safely isolated read-only management, while requiring specific environment prerequisites.
Read Moredsh-git-review
`dsh-git-review` is a client plugin for DeepSeek Harness (DSH) that provides an integrated Git workbench. Through the Review tab, it combines the file tree, diff view, commit graph, and protected Git operations (such as committing, branch management, and conflict resolution) within a single interface, supporting code review and keyboard operations. The plugin requires a DSH version between 0.1.2-rc.1 and 0.2.0-rc.1, as well as Git installed. It includes security safeguards, but has performance limitations in terms of the number of diff lines per file, file size, and page load count.
Read Moredsh-subagent-delegation: DSH Subagent Delegation and Acceptance Plugin
`dsh-subagent-delegation` is a DeepSeek Harness (DSH) plugin designed to address the clutter and resource waste that can occur when a main Agent handles complex tasks. The plugin uses built-in decision logic to determine when to delegate tasks, such as multi-file work, multiple searches, or independent items, and supports parallel execution and background running of sub-Agents. It also emphasizes verifying results by checking actual file changes and chains of evidence. Developers need to craft task-specific prompts to define sub-Agent behavior, while the plugin integrates through the `cordis.patch.yml` mechanism, effectively improving workflow efficiency and controllability.
Read Moredsh-command-code-review: DeepSeek Harness Code Review Plugin
The `dsh-command-code-review` plugin for DeepSeek Harness (DSH) is designed to extend functionality by mounting a bundle, providing automated review for pull requests and local code. It supports PR mode (automatic replies) and local mode, includes five default lenses (such as compliance and security), and features confidence and severity scoring mechanisms. Users can flexibly review code with the `/code-review` command and customize thresholds, the output directory, and lenses through YAML configuration options. Installation requires it to be based on `dsh-base` and for GitHub CLI to be installed. Once configured, the plugin can generate structured reports to help teams efficiently manage code quality.
Read Moreedisontaisite/codex-harness-control: A Multi-Model Coordinator Connecting Codex and DeepSeek Harness
`codex-harness-control` is an open-source plugin for DeepSeek Harness (DSH), designed to address multi-model collaboration and state synchronization issues. It acts as a “multi-model coordinator” that connects Codex with DSH to enable automatic task scheduling, code review, and progress reporting. Users must clone the source code from GitHub and integrate it according to DSH mechanisms. Before installation, be sure to review the source code and license for security reasons. This tool is suitable for developers who need to integrate Codex capabilities into their DSH workflows.
Read Moreadversarial-review: Adversarial Multi-Perspective Code Review Plugin
`adversarial-review` is an adversarial multi-perspective code review plugin designed to overcome the limitations of single-perspective reviews by conducting a parallel attack-style review through multiple lenses. It supports execution via a DSH plugin entry point or a standalone CLI, and is compatible with any model conforming to the OpenAI protocol. Core features include deterministic static sentinel scanning, multi-lens probing, arbitration and merging, severity grading, and suppression rules. The plugin has zero third-party dependencies, runs in read-only process mode, and ensures high-quality code delivery through a seven-step pipeline (from diff parsing to history logging).
Read MoreDeepSeek Harness Code Review Plugin
`dsh-plugin-code-review` is a structured code review plugin designed for DeepSeek Harness to enhance an agent's review capabilities. It teaches systematic review steps covering correctness, security, performance, style, and testing, helping agents identify logic errors, security vulnerabilities, and coding issues. Users can integrate the plugin into DSH with an installation command and then simply issue a review request in the chat. The agent will then automatically generate results with severity labels, helping developers quickly pinpoint issues.
Read Morereview-gate: DeepSeek Harness Hard Code Review Gate Plugin
`review-gate` is a DeepSeek Harness plugin designed to turn code review into a hard gate. It uses deterministic static rules and optional LLM assistance to classify code issue severity, and combines a team voting mechanism to block non-compliant merge operations. The plugin supports audit log tracking, CI integration, and reuse of a lessons-learned library, ensuring code quality compliance for teams with high security requirements.
Read Moredsh_review: DeepSeek Harness Interactive Code Review Plugin
`dsh_review` is a code review plugin for DeepSeek Harness (DSH), designed to replace inefficient traditional manual review. Through an interactive menu or commands, it allows users to quickly select a review target (such as uncommitted changes, a Commit, or a Branch) and delegate the task to the DSH Agent. After reading the diff, the Agent generates a structured report that includes severity, evidence, and fix suggestions. The plugin is available under the MIT license and requires Node.js for installation and activation. It separates target selection from code analysis, while review quality and supported diff size are limited by model capabilities and the context window.
Read MoreDeepSeek Harness Plugin: dsh-pi-review
`dsh-pi-review` is an open-source code review plugin for DeepSeek Harness, designed to address the risks of local file modifications and sensitive information leakage that can occur when directly running an LLM to review code. The plugin registers a root Agent tool, launches an independent Pi Worker in Harness's read-only sandbox, and freezes a Git snapshot to ensure that the review process is secure and isolated. It supports multiple Git scopes (such as unstaged and staged), allowing Pi to analyze changes in read-only mode only and return structured review results. Note that while the sandbox protects local files, the contents of code changes are still sent to the configured model provider, making it unsuitable for reviewing highly sensitive code.
Read Moredsh-review: An Adversarial Code Review Plugin in DeepSeek Harness
dsh-review is a multi-agent adversarial code review tool maintained by Viger1. It detects potential defects by running multiple agents in parallel from different perspectives, such as correctness and security, and introduces an adversarial validation phase that uses refutation validators to ensure only confirmed defects are reported. Core features include parallel discovery, refutation validation, and filtered output, with a `depth: quick` mode provided to reduce costs. Installation requires a Node.js environment, and the tool is primarily intended for pre-release audits rather than frequent commit checks.
Read Moredsh-git-graph: Visualizing the Git Commit Graph in DeepSeek Harness
`dsh-git-graph` is a Git visualization plugin that runs in the DeepSeek Harness (DSH) web interface. It embeds the Git commit graph, branch swimlanes, and change details directly into session cards, supporting interactive viewing. The plugin provides commit DAG rendering, detail viewing, and diff display, with all operations being read-only and safe. Users can trigger it via natural language instructions or install it using a command. It aims to reduce the time developers spend frequently switching to the terminal in the web interface, improving the efficiency of code review and history tracing.
Read Moredsh-plugin-lion-skills: A Chinese-Language Agent Skill Suite for Developers
`dsh-plugin-lion-skills` is a developer skills plugin for DeepSeek Harness, providing 11 Chinese workflow skills that cover high-frequency scenarios such as code review, debugging, and test writing. Its core features include: pure Markdown skill definitions, read-only mounting, and explicit error reporting. It supports installation via CLI, gives its skills higher priority than project-specific custom skills, and allows references to local resource files. The plugin is released under the MIT license and aims to simplify skill integration and reuse for developer agents.
Read MoreDeepSeek Harness Plugin: dsh-client-ui-code-diffs
`dsh-client-ui-code-diffs` is a DeepSeek Harness plugin designed to upgrade the default `edit`/`write` tool cards into an intuitive code diff view. It features full-line red/green background comparison, character-level highlighting, syntax coloring, and line-count statistics, while supporting large files. As a purely client-side plugin, it automatically replaces the rendering logic through a priority-based shadowing mechanism, helping developers review code changes more efficiently.
Read MoreDeepSeek Harness Plugin: dsh-build-diff
DeepSeek Harness (DSH) has released dsh-build-diff, an Agent loop change review plugin designed to visually review changes made by the Agent to files in a workspace. This official dual-sided plugin has zero dependencies and provides core features such as line-level diff review in the right sidebar, one-click change rollback, and message bubble summaries. Installation requires dsh-better-sidebar as a prerequisite. Notes include: it only tracks loops after activation, large files cannot display diffs, reverting old changes may overwrite newer modifications, and there is a limit on the number of files that can be scanned.
Read Morejustarook1e/dsh-file-edit: DSH WebUI File Editing and Change Review
`dsh-file-edit` is a file management plugin for DSH WebUI, providing features such as a file browser, diff viewing, Markdown rendering, and an integrated terminal. It enables developers to review, accept, reject, or directly edit code generated by agents. The plugin includes editing capabilities such as undo/redo and automatically detects project run targets. The project is currently unmaintained and has been migrated to `dsh-ide-lite`, but the older version remains fully usable.
Read Moredsh-workspace-studio: DeepSeek Harness Workspace Code Browsing and Trae-Style Partial Revert Plugin
dsh-workspace-studio is a DeepSeek Harness plugin designed to address the challenges of scattered agent-generated code and inefficient reviews. It transforms the Web UI into a lightweight workspace with code browsing, diff review, and Trae-style hunk-level rollback. Key features include a collapsible file tree with change counts, a Git-style diff view, hunk-level partial undo and accept, and session-level change tracking. Validated on Windows, with no telemetry and a per-file operation log limit of 100, it significantly improves development and debugging efficiency.
Read MoreDeepSeek Harness Plugin: dsh-capability-optimizer
The DeepSeek Harness (DSH) plugin ecosystem introduces dsh-capability-optimizer, designed to enhance decision quality by incorporating external expert consultation. The plugin provides role contracts, multiple thinking-effort levels, and a model fallback mechanism, and supports tools such as `consult_expert` and `consult_panel` for obtaining independent evidence. Its core function is to convert consultation into bounded tool calls, with results provided for the Agent to weigh rather than follow directly. It also features automatic consultation (driven by policies and lifecycle reminders), a bilingual interface, and defense in depth, ensuring a safe and controllable expert perspective before critical decisions and code reviews.
Read MoreDSH-Refactor-Insight: Turning Code Smells into Actionable Refactoring Plans
`dsh-refactor-insight` is a plugin that fills a gap in the DSH ecosystem, designed to scan a codebase and generate a prioritized refactoring plan. It has no dependencies and includes six deterministic rules that detect code smells such as oversized files, long functions, deep nesting, god objects, highly coupled modules, and high TODO density. Users can either use it as a DSH skill or directly run the CLI diagnostic script. The plugin only generates plans and diagnostic reports without modifying source code, helping developers identify and address technical debt.
Read MoreDeepSeek Harness Plugin: dsh-plugin-git-inspect
The DSH plugin `dsh-plugin-git-inspect` is a read-only Git inspection toolkit for DeepSeek Harness, designed to provide Agents with code status checking, history analysis, and conflict resolution capabilities without performing write operations. By invoking system Git commands, the plugin implements 10 tools covering status viewing, diff analysis, log querying, conflict detection, and code ownership analysis, while ensuring environment safety and stable output formatting. Users can install it via CLI commands or NPM, with support for Windows, macOS, and Linux, providing a reliable code review layer for agent workflows.
Read MoreMingxi2077/dsh-plugin-review: Equip DSH with a code review discipline
dsh-plugin-review is a DSH (DeepSeek Harness) plugin developed by Mingxi2077, designed to embed a code quality review discipline into agent coding workspaces. Its core features include procedural health scoring across 8 dimensions (structure, maintainability, consistency, robustness, testing, documentation, performance, security) that is independent of subjective model descriptions; real-time visualization of results using pure SVG radar charts; and support for AI to actively trigger review, repair, and verification after completing a module via the `review_audit` tool. Review history supports categorization, pagination, and a trash bin (retained for 7 days by default).
Read Morereview-workflow: Add a multi-reviewer blind review workflow to DeepSeek Harness
# Introduction Common problems with using a single agent for review include the preparation of materials and scoring occurring in the same context, which makes the scoring easily swayed by previous discussions. Even if multiple sessions are opened, there is no isolation between roles, nor are there forced checkpoints to guarantee that every step is actually completed. For developers building agent applications, achieving reproducibility and traceability for the "review" process requires a fixed workflow combined with role isolation. review-workflow implements this as a DSH (DeepSeek Harness) plugin, aligning with DSH's philosophy of "everything is a plugin." Below, I introduce its workflow, installation method, and the configuration required before integration. # What is it? review-workflow is a workflow-type DSH plugin maintained by LeslieWylie, p
Read Morefalsify-dsh: Integrate public Falsify CLI into DSH to generate receipts
`shi275773124/falsify-dsh` is an adapter for DeepSeek Harness (DSH), designed to bridge the gap between Agent self-assessment and verifiable release standards by integrating the public Falsify CLI. Instead of generating a second opinion, this plugin returns the CLI's receipts—such as `PASS`, `PASS_WITH_DEBT`, or `BLOCK`—directly, ensuring that decisions are made by the CLI rather than inferred by the Agent. Core functionality includes three tools: `falsify_lint` for static checks, returning cleanliness tags; `falsify_review` for documentation review, returning final judgments; and `falsify_gate` for Pull Requests.
Read Moredsh-simplify: A DSH Plugin for Reviewing and Simplifying Code Within the Scope of Changes
dsh-simplify is an MIT-licensed plugin for DeepSeek Harness, maintained by GongYuanCaiJi, designed to address the need to clean up only the modified portions of code after changes, rather than rewriting unrelated files. Ported from pi-simplify, the plugin parses the git diff to precisely identify changed files and line number ranges, restricting the Agent to performing simplification, clarity, and maintainability optimizations only within the changed lines. Its core features include strictly limiting the editing scope to the changed lines, supporting four review modes—uncommitted changes, staged changes, comparison against a specified ref, and specified files—and running existing tests before the review concludes to verify that modifications are correct. It also automatically adheres to the project's CLAUDE.md or AGENTS.md conventions. Installation requires Node.js 20.
Read Moredsh-revdiff: DeepSeek Harness Interactive Diff Review Plugin
`dsh-revdiff` is a native interactive Git diff review plugin for DeepSeek Harness, designed to enable a closed-loop workflow of "modifying code - reviewing changes - providing feedback to the Agent". The plugin is released under the MIT license and requires a Node.js environment of ^22.19.0 or >=24.0.0. Its core functionality includes supporting interactive reviews of tracked, staged, or unstaged changes, allowing annotations such as issues, suggestions, questions, and praise to be added at the file and code-line level, and submitting structured review comments directly to the current Agent via `agent.followup()`. Users can invoke it with the `/revdiff` command and parameters such as `--staged`, paths
Read Moredsh-commit-review: Adding /commit and /review to the DSH Web GUI
dsh-commit-review is a DSH plugin maintained by the-qian, designed to enhance the git commit and review workflow through a Web GUI. The plugin adopts a pure Host-side zero-dependency architecture, requiring no build steps, and integrates via the `dsh.bundle.patch` format. It primarily provides two slash commands: `/commit` analyzes current git changes and actually creates commits, supporting the Conventional Commits standard and custom prompts, while adhering to safety conventions such as not modifying config, not forcing, and not skipping hooks, and strictly prohibiting the commit of secret files; `/review` reviews uncommitted changes, outputting Markdown reports graded by severity, with support for security, performance, style, and other aspects.
Read Moredsh-skill-7d-code-reviewer: Adding Templated Code Review to DSH Sessions
`7dgroup-ai/dsh-skill-7d-code-reviewer` is a template-driven code review plugin designed specifically for DeepSeek Harness (DSH). It aims to address issues such as unstable review scope, inconsistent levels, and format inconsistencies caused by ad-hoc prompts. Licensed under MIT, the current version is `0.1.0-rc.5`, and it requires Node 22+ and pnpm 10+ environments. Installation follows GitHub specifications to circumvent build script restrictions. Its core capabilities include: separating review content (SKILL.md) from presentation templates (HTML); executing a five-step process that involves task acceptance, quick scanning, line-by-line review, grading, and report generation; and providing fixes based on three severity levels—Critical, Medium, and Minor.
Read Moredsh-file-review: Review Agent-Modified Files in DSH Web
dsh-file-review is a DeepSeek Harness Web workflow plugin maintained by left0ver, which allows users to review files modified by an agent within the browser via a Diff panel. It supports Standard and PTC modes, line-level comments, partial rollbacks, and both Chinese and English interfaces. This article introduces its positioning, core features, pnpm whitelist configuration for cooldown periods, as well as installation commands such as "dsh plugin --profile web add" and typical usage workflows like Chat→Generate→Review. It also reminds users that the plugin runs with the current dsh process permissions and advises verifying the source code and MIT license before installation.
Read More# workers-best-practices Skill: Review and Write Cloudflare Workers in Accordance with Production Agreements
Cloudflare's official workers-best-practices Skill is used to review and write Workers code in accordance with production conventions: it pulls current documentation and types first, then checks `wrangler.jsonc`, streaming responses, floating promises, global state, secrets and observability. This article verifies the installation method, rule list and anti-patterns based on the original GitHub content and the official best practice page, and explains that Durable Objects, Workflows and the wrangler CLI need to switch to other Skills in the same repository.
Read More`find-bugs: Let AI scan the current branch for bugs and security issues according to the checklist`
find-bugs is an Agent Skill publicly released by the Sentry Engineering Team in the getsentry/skills repository, which is used to review the changes made in a local branch relative to the default branch. It executes in five stages: obtaining the complete diff via Git and GitHub CLI, mapping the attack surface, going through 11 security checklists such as Injection, XSS, authentication, and IDOR item by item, verifying false positives, and finally generating a report with evidence, while explicitly stating that it will not modify any code. It can be installed via the Claude Plugin Marketplace or `npx skills add`, and is compatible with tools that support SKILL.md such as Cursor, Claude Code, and Codex.
Read MoreHN Hot Topic: Can Manually Re-typing Every Line of Code Generated by an LLM Avoid "Cognitive Debt"?
On August 4, 2026, Ankur Sethi published a post advocating for manually retyping LLM-generated code line by line to avoid "cognitive debt", which garnered 409 points and 348 comments on Hacker News. This article outlines its core workflow (the Agent only displays changes without directly writing files), the pros and cons debates on HN, as well as more widely accepted alternatives like plan-first, design-first, and test-driven development, to help developers balance efficiency and code comprehension in the era of AI programming.
Read MoreGitHub Native Support for Stacked PRs: Splitting AI-generated Giant PRs into Audit-friendly Small-step Commit Chains
On July 30, 2026, GitHub announced that Stacked Pull Requests had entered Public Preview. On August 4, the engineering blog detailed how to use the gh stack CLI and Agent Skill in conjunction to split large PRs generated by AI in one go into multiple small layered PRs according to dependencies. This article sorts out the pain points of reviewing giant PRs, the layered thinking, CLI getting-started commands, the Stack Map review strategy, as well as precautions for rebase and signed commits.
Read MoreGitHub Stacked PR Public Beta: Split large changes into independently reviewable small layers, merge the entire stack with one click
On July 30, 2026, GitHub announced that Stacked Pull Requests had entered public beta. This feature allows large code changes to be split into an ordered chain of PRs, supports parallel code reviews and one-click merging of the entire stack. Based on the official changelog and documentation, this article introduces the dependency chain structure of stacked PRs, the getting-started steps of the gh stack CLI, the web-side stack map, the integration of Copilot gh-stack skill, as well as Merge Queue support and usage restrictions.
Read MoreGitHub Stacked PR Public Beta: Split large changes into PR chains that can be independently reviewed and merged with one click
On July 30, 2026, GitHub announced that Stacked Pull Requests had entered public beta, supporting the splitting of large changes into an ordered PR chain, independent layer-by-layer reviews, and one-click merging of the entire stack. Based on official changelogs and documentation, this article introduces the branch dependency model, review and CI mechanisms, the getting-started steps for the gh-stack CLI, as well as the collaboration methods with Merge Queue and Copilot Agent and current limitations.
Read MoreGitHub Stack PR Official Public Beta: gh stack CLI lets you split large changes into chains of independently reviewable small PRs
On July 30, 2026, GitHub announced that Stacked Pull Requests entered public beta. The supporting gh stack CLI extension allows splitting large changes into a chain of dependent small PRs, enabling independent review for each layer and one-click merging of the entire stack, with native integration with Branch Protection and Merge Queue. Based on the official Changelog and documentation, this article introduces the concept of stacked PRs, installation commands, the workflow from init to submit, as well as the collaboration method with Trunk-based Development.
Read MoreCopilot Code Review Integrates Agent Skills and MCP: Team Guidelines Finally Can Be Included in Reviews
On July 29, 2026, GitHub announced the general availability of Copilot code review support for Agent Skills and MCP servers, which is now available to Pro, Business and Enterprise users. Teams can inject internal coding and review specifications via the SKILL.md file in the .github/skills directory; MCP can pull external contexts such as Jira and document systems in read-only mode, and attribution tags for skills and MCP are added to review comments. This article sorts out the core capabilities of the general release, the configuration examples of SKILL.md, the read-only security boundary of MCP and implementation suggestions.
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