技术债务诊断分析器：用 Skill 做代码健康度体检与偿还路线图
技术债务诊断分析器（@user_f37e97ba/technical-debt-diagnostic，v1.0.0）是 SkillHub 社区 dev-programming 类 Skill，无需 API Key。可扫描仓库或粘贴代码，识别代码气味、架构腐化、依赖风险与安全漏洞，按严重度与修复成本排序，输出分阶段偿还路线图及开发速度、Bug 率、稳定性等影响评估。文章说明安装提示、触发语与适用边界，便于在重构与技术评审前做结构化体检。
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 Moreandrej-karpathy-skills：用四条原则约束 Agent 写码行为
andrej-karpathy-skills 是 SkillHub 社区 Skill（v1.0.0，ai-agent），参考 GitHub 同名项目并改为 OpenClaw 可用，支持 QClaw 安装，无需 API Key。通过 Think Before Coding、Simplicity First、Surgical Changes、Goal-Driven Execution 四条原则，缓解模型盲目假设、过度抽象与无关改动。文章说明定位、原则内容，以及按 skillhub.cn 文档用 CLI 安装到 Cursor/OpenClaw 等 skills 目录的步骤与典型用法。
Read MoreDeepSeek Harness Plugin: dsh-plugin-preflight Preflight Tool
`dsh-plugin-preflight` is a zero-dependency DeepSeek Harness plugin designed to automate the compliance validation of DSH plugins. It checks the `dsh.bundle` configuration, `cordis.patch.yml` mounting, client exports, Peer Dependencies version compatibility, and manifest integrity, preventing plugins from being rejected due to configuration errors. Users can invoke it via the CLI or DSH tools, supporting local and CI environments. The tool has currently been tested only on Windows, and the npm release has not yet been verified.
Read Moredsh-shipcheck: An Evidence-Driven Frontend Release Checker
`dsh-shipcheck` is a frontend release-checking plugin for DeepSeek Harness (DSH), designed to replace subjective judgment with evidence-first deterministic checks. The plugin uses a real browser to generate screenshots, named baselines, and JSON reports, covering accessibility, structure, content quality, and runtime error checks. It provides tools such as `shipcheck_run` and `shipcheck_matrix` for URL checks, structural regression comparisons, and user journey simulation. Acting as a release gate, it provides reproducible failure evidence and supports quality control before manual review, though it should be noted that it is structure-based rather than pixel-level.
Read Moredsh-code-coverage: AI Code Coverage Attribution Tool
The DeepSeek Harness plugin dsh-code-coverage parses DSH session logs, identifies files modified by AI, and overlays them with c8 coverage data. It generates a coverage comparison report and risk checklist for AI-generated versus human-written code, calculates a 0–100 trust score, and supports a closed-loop workflow. The plugin currently supports only JS/TS; note the Vitest configuration and command-parsing limitations.
Read Moredsh-thincoder-suite: Four Self-Discipline Plugins for DeepSeek Harness
`shenhuanageshei/dsh-thincoder-suite` is a DSH plugin ported from thincoder, designed around "everything is a plugin" to enforce four self-discipline rules for AI during development and turn trust-dependent workflows into auditable ones. It includes four core tools—advisor, eng/eng_coder, escalate, and consult_start—which address review loops, code direction, capability overflow, and blockers, respectively. Its core mechanisms include mandatory output reconciliation tables and citation verification to achieve review convergence; a "design review token" mechanism to control code-writing permissions; support for parallel multi-model consultation; and background task handling for long-running jobs. Installation requires DSH 0.2.0-rc.1 and job.
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 Moredsh-sonarqube: A Read-Only SonarQube Toolkit for DeepSeek Harness
`dsh-sonarqube` is a web-enabled tool plugin for DeepSeek Harness, designed to allow agents to read code quality data through the SonarQube API. The plugin provides a set of read-only tools, including querying quality gates, searching issues and security hotspots, and retrieving coverage metrics. It supports configuring the SonarQube URL and token via environment variables or a configuration file. The current version is released under the MIT License, supports query operations only, does not allow data modification, and requires SonarQube to use a valid TLS certificate.
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