Mine public reviews, app stores, and forums for unmet needs, competitor weaknesses, and switching triggers — with quoted evidence. Use when you want customer voice without waiting on interviews.

Finds root cause before any fix. Use when something errors, crashes, regresses, or used to work. Not for code review or new features.

Workspace file I/O expert. ALWAYS invoke this skill when you need to list workspaces, read or write files in a workspace on a remote node, or browse workspace directories. Use this for cross-node file operations — for local sandbox files, use standard filesystem tools instead.

Install and configure the GitHub CLI (gh) for AI agent environments where gh may not be pre-installed and git remotes use local proxies instead of github.com. Provides auto-install script with SHA256 verification and GITHUB_TOKEN auth with anonymous fallback. Use when gh command not found, shutil.which("gh") returns None, need GitHub API access (issues, PRs, releases, workflow runs), or repository operations fail with "failed to determine base repo" error. Documents required -R flag for all gh commands in proxy environments. Includes project management: GitHub Projects V2 (gh project), milestones (REST API), issue stories (lifecycle and templates), and label taxonomy management.

Create, debug, and iterate on GSD extensions (TypeScript modules that add tools, commands, event hooks, custom UI, and providers to GSD). Use when asked to build an extension, add a tool the LLM can call, register a slash command, hook into GSD events, create custom TUI components, or modify GSD behavior. Triggers on "create extension", "build extension", "add a tool", "register command", "hook into gsd", "custom tool", "gsd plugin", "gsd extension".

为提问者生成个性化的未来规划与建议书。输入提问者的背景信息（职业、年龄、资源、目标、困境等），基于深度画像分析、行业趋势研判和商业洞察，输出一份图文并茂、有数据支撑、逻辑严密的 Markdown 规划报告，保存到项目 markdown/ 目录。触发条件：用户提供个人背景信息并希望获得规划建议，提到"帮我规划"、"未来规划"、"职业规划"、"个人发展"、"我该怎么做"、"给我写一份建议书"、"我的优势是什么"、"下一步怎么走"，或者提供了详细个人信息并问 Claude 如何利用好它。即使用户只说"帮我分析一下我的情况"、"我现在很迷茫"但附带了背景信息，也应使用本 skill。

Write Chinese "数据库筑基课" Markdown articles for database architects, DBAs, and application developers. Use when the user provides a database foundation article title and references such as technical docs, product manuals, open-source repositories, DeepWiki pages, papers, source code, or related blog posts, and wants a rigorous, SVG-rich, practice-oriented GitHub-renderable Markdown article saved as a .md file.

Write a concise, source-backed Chinese WeChat-ready Markdown article that helps raise a product's technical influence from a neutral third-party advisor perspective, but stop without writing when recent evidence is insufficient. Use when the user provides a product name and asks for recent-news-based product influence writing, product technology commentary, product industry interpretation, brand-neutral technical positioning, or a short public-account article saved under the current project's markdown directory.

Answer open-source product questions by combining local source-code and documentation research, project framework notes generated by init, DeepWiki repository knowledge, and current web evidence, then save a sourced, diagram-rich Markdown answer to the current project's markdown directory. Use when the user asks about behavior, architecture, internals, configuration, APIs, troubleshooting, performance, operations, extension points, practical reproduction, or version-specific details of one or more open-source projects and provides the question, all relevant local source directories, and DeepWiki repoName values.

面向投资者的近 3 天新闻抓取与影响分析技能。触发场景 - 用户要求「抓取最近新闻」「生成投研日报」「分析新闻对 XX 行业或公司的影响」「今天或最近有什么重要新闻」时启用。若用户提供行业名则只抓该行业, 否则并发抓取「中美关系、地缘局势、美联储、民生数据、高科技、生物医疗、云计算产业、AI 产业链」8 个默认主题, 按分类总结, 推演对行业和上市公司的影响, 图文并茂输出到当前项目 markdown 目录。

根据用户给出的行业名称（或默认使用热点社会新闻），抓取最新新闻热点，用"找世界bug"的视角——找出那些打眼一看就不合理的地方——深度分析根因、利益链条、监管盲区，并给出多维度解决思路，输出图文并茂（含SVG/Mermaid/ASCII图形）的Markdown文件，保存到项目markdown/目录。 触发条件：用户提到"找bug"、"社会bug"、"不合理现象"、"帮我分析这个行业的问题"、"帮我找新闻里的bug"、"找热点新闻的漏洞"、"有什么不合理的地方"、"帮我分析为什么会这样"、"bug猎手"等。即使用户只说"帮我找找最近有什么奇怪的新闻"或"这个行业有哪些不合理"，也应使用本 skill。

Generate stage-3 high-impact publishable markdown articles in 德哥风格 from daily-finance and finance-core-analysis outputs plus current web verification: first-principles mechanisms, counterintuitive '不是A，是B' framing, reusable systemic models, and strict data/logic validation. Use when user wants a 公众号爆款 article, final daily finance article, sharp financial commentary, or first-principles macro/market writing based on upstream markdown documents.

抓取并汇总"数据库、AI、GitHub、AI 论文"近 1 周新闻，输出图文并茂（含 mermaid 图）的 markdown 周报到当前项目的 markdown/ 目录。覆盖 10 个数据源：postgresweekly.com/issues（自动解析最新 issue 编号）、planet.postgresql.org、planet.postgis.net、postgresql.org/about/newsarchive/、git.postgresql.org shortlog、duckdb.org/news/、aibase.com/zh、ai-bot.cn/daily-ai-news、github.com/trending?since=weekly、huggingface.co/papers/trending。适用于：用户提出"生成周报"、"本周数据库+AI+GitHub+论文快讯"、"跑一次 db-ai-weekly"、"weekly news"等需求。

Generate a source-backed, shareable Chinese Markdown reading note from a Douban book URL. Use when the user provides a Douban book link and asks for 读书笔记, book notes, book summary, reading reflection, 图文并茂笔记, or a Markdown article that combines book metadata, high-quality external research, the author's argument, evidence, logic, assumptions, insights, transferability, and personal reflection saved under the current project's markdown directory.

ET build, analyzer, proto export, server startup, and publish workflow. Use when compiling WOW with dotnet build ET.sln, exporting Proto to C#, starting ET.App, publishing, or validating analyzer/build results.

Control headless Chrome via Cloudflare Browser Rendering CDP WebSocket. Use for screenshots, page navigation, scraping, and video capture when browser automation is needed in a Cloudflare Workers environment. Requires CDP_SECRET env var and cdpUrl configured in browser.profiles.

Guides researchers through structured ideation frameworks to discover high-impact research directions. Use when exploring new problem spaces, pivoting between projects, or seeking novel angles on existing work.

统一错误处理系统。在添加 API 端点、修改错误处理、添加前端 API 调用、编写错误相关测试时使用。

KubeSphere extension management Skill. Use when user requests to install, configure, upgrade, uninstall extensions, or query extension info/troubleshoot issues. Includes extension discovery, dependency management, install configuration, version management.

Install, connect or troubleshoot A0 CLI host access, local files and remote tools.