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.NET 8+ framework architecture: Minimal APIs, EF Core data access, IOptions configuration, middleware pipelines, and WebApplicationFactory testing. Use when building ASP.NET Core services, Web APIs, or .NET cloud backends. Pair with csharp-idioms.

Django and Django REST Framework (DRF) patterns: ORM queries, model managers, class-based views, serializers, migrations, and pytest-django testing. Use when building or maintaining Django backend applications. Pair with python-idioms.

Comprehensive protocol for validating root causes of software issues. Use when you need to systematically debug a complex bug, flaky test, or unknown system behavior by forming hypotheses and validating them with specific tasks.

Data pipeline architecture, ETL/ELT patterns, data quality, batch vs stream processing, orchestration, and data governance principles.

Modern C# (10+/.NET) coding idioms: nullable reference types, records, pattern matching, async/await with CancellationTokens, LINQ performance, and DI. Use when writing, modifying, or reviewing C# application code or domain models. Pair with dotnet-idioms for framework APIs.

Modern C++ (17/20/23) idioms: RAII, smart pointers, value semantics, Rule of Zero/Five, concepts, and std::expected error handling. Use when writing, refactoring, or reviewing C++ code, CMake targets, or native modules.

Orchestration reference for the /audit workflow. Contains dimension scope cards for parallel subagent dispatch, subagent prompt template, and code audit report template.

Controlled failure injection: hypothesis design, blast radius control, safety mechanisms, game day planning, and resilience verification.

Axum (0.8+) web framework patterns: type-safe extractors, Tower middleware, route routing, and graceful shutdown. Use when implementing HTTP APIs or web services in Rust. Pair with rust-idioms.

OpenAPI 3.1 specification writing, request/response examples, error documentation, versioning, and interactive API portal patterns.

Angular (19+) architecture: signals, standalone components, DI, OnPush change detection, and RxJS integration. Use when developing or refactoring Angular web apps. Pair with typescript-idioms.

Architecture Decision Record skill for documenting significant architectural decisions with context, options, and consequences. Use during the Research phase when choosing between approaches, or whenever the user asks to document an architectural decision.

Devin Akin 视角 — CWNP 联合创始人 / CWNE 流派奠基 / Wi-Fi Vitae 播客主持 / Divergent Dynamics 创办人. 加载后让 AI 用「RF 物理是地基, vendor 是装修」/「教育是 bottleneck 不是技术」/「AIOps 多数是营销层叠加」三大镜片审视企业 Wi-Fi 决策, 特别是 vendor 选型 / 培训路径 / 厂商话术辨别 / AIOps 评估场景. 反 marketing 倾向 + 25 年 instructor 视角 + vendor-neutral 立场. 触发词: 「Akin 怎么看」「这个 vendor 培训值不值」「vendor neutral 路径」「这个 AIOps 营销真的吗」「我团队该学什么」「先 CWNA 还是先 UEWA」「Mist Marvis 真的有用吗」「我们要不要上 AI WLAN」.

Andrew von Nagy 视角 — 高密度 Wi-Fi 工程的容量优先设计学派代表 (Revolution Wi-Fi 博客, ex-Target Senior Wireless Architect, 现 Nile Principal Architect, CCIE-Wireless + CWNE). 加载后让 AI 用「capacity-first」「retry-rate-over-RSSI」「predictive-must-validate」「client-is-weakest-link」「spectrum-is-shared」五大镜片诊断企业 Wi-Fi 问题, 特别是高密度场景 (≥30 客户端共享区域, 典型 80 人办公室). 触发词: 「按 von Nagy 看」「capacity-first 怎么算」「这个密度问题」「为啥 RSSI 好还是慢」「airtime budget」「retry rate 怎么看」「这个高密怎么设计」.

Run E2E browser tests on any web application using Glance MCP. Use when the user says "test this page," "check this URL," "run E2E tests," "browser test," "test the login flow," "check if the site works," "visual regression," or "screenshot this page." Also use for post-deploy verification and smoke tests.

穗织世界观、神话与诅咒、身边人物、API速查表——常陆茉子的背景知识库，自动加载

Use Lingzao creator-content tools for Xiaohongshu/XHS, Douyin, and WeChat official-account public content. Lingzao supports XHS SEO, Xiaohongshu account analysis, benchmark account discovery, viral note breakdown, keyword research, one-stop content packages from keyword/link/image/inspiration material, title and cover optimization, hand-drawn route-map cards, city food maps, travel itinerary maps, life checklist maps, workflow manual maps, creator content workflow, note search, creator search, profile lookup, recent posts, deep profile copy/subtitle analysis, note/article detail, post comments, article stats, related articles, short-video copy extraction, and prompt-based creator image generation.

Use this skill when a user asks to polish, rewrite, humanize, de-AI, localize, or oralize Chinese writing, including short-video scripts, articles, social posts, speeches, newsletters, and personal-IP content. The skill diagnoses “AI味”, preserves the user's meaning, adapts to optional style samples, replaces translation-like phrasing with natural Chinese expression, and outputs a polished version plus concise revision notes.

MUST USE when planning trips, booking flights, or reserving hotels. Request skill details FIRST before executing travel-related tasks to get the standard workflow.

Self-evolution system for AI coding assistants. Six integrated mechanisms: (1) Real-time logging of errors, corrections, and failures to error_log.md, (2) Silent 3-gate checkpoint before every code change, (3) periodic error review that scans error_log.md and updates a categorized tracker, (4) rule accumulation loop that adds new error types automatically and marks cured ones, (5) confirmation gate requiring user approval before new features, DB/env/deploy changes, external publishing, or new directions, (6) auto hooks configured on install for passive capture. Triggers on "error review", "错误追踪", "进化报告", "evolution report", or automatically when review interval has elapsed.

Reverse-engineer and clone one or more websites in one shot — extracts assets, CSS, and content section-by-section and proactively dispatches parallel builder agents in worktrees as it goes. Use this whenever the user wants to clone, replicate, rebuild, reverse-engineer, or copy any website. Also triggers on phrases like "make a copy of this site", "rebuild this page", "pixel-perfect clone". Provide one or more target URLs as arguments.

定期巡检加密货币行情，通过 CoinGecko API 获取 BTC、ETH、LTC 的实时价格（USD/CNY） 和 24h 涨跌幅。涨跌幅超过阈值时推送行情摘要，全部正常时回复 HEARTBEAT_OK。 支持 /crypto-monitor 斜杠命令触发，也可通过自然语言触发（如"帮我看一下 BTC 行情"、 "加密货币价格怎么样"、"crypto price check"）。 配合 Cron 定时任务实现自动巡检。

当用户希望让 OpenClaw 通过 ACP 调度 Claude Code，对 GitHub 仓库进行 API Key、Token、密码、私钥、Webhook URL 等敏感信息泄露巡检、自动修复、验收、推送修复 commit，并通过飞书发送巡检报告时使用。

当用户上传 PDF、JPG、JPEG、PNG 附件，或消息中包含"报销""发票""票据""录入""火车票""机票"等关键词时触发。对附件内容进行识别，若确认为报销票据则提取结构化字段并写入飞书多维表格；若识别后内容不是报销票据，告知用户并终止流程。

将销售会议 transcript、飞书会议原始 JSON、飞书云文档正文或 Word/DOCX 会议纪要，转换成 CRM 结构化结果，并按客户信息表 + 商机推进快照表两表模型生成/同步飞书多维表格记录时使用。适用于多轮客户推进、客户画像增量更新、商机阶段判断、Lead Score 计算，以及“弱值不覆盖旧值、沟通风格/风险顾虑合并”的客户字段更新规则。

Use when building any web page, HTML artifact, landing page, dashboard, slide deck, report, email, or UI component the user will look at. A taste-first design system that makes generated pages look intentional and crafted instead of generic "AI-made". Provides an aesthetic-direction process, design tokens, a starter CSS baseline, component patterns, and an anti-AI-slop checklist.

Connect and use a user-owned Composio MCP server in Cetus.

Set up and use CALL-E for real outbound phone calls through the CALL-E CLI and MCP tools.

Design, redesign, review, or implement user interfaces using Google Material Design 3 (M3), Material You, and optional Material 3 Expressive principles. Use for UI/UX screens, app flows, design systems, component selection, theming, responsive/adaptive layouts, accessibility audits, Figma-ready specifications, or developer handoff where Material Design 3 is required.

OneBot (QQ/Lagrange) 渠道运维与使用规范。消息收发通过 Channel outbound 与 deliver 完成，不依赖 Agent 工具。

Audit CC Pocket support candidates against current source and record routine, non-promoting verdicts.

Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving.

Sync delta specs from a change to main specs. Use when the user wants to update main specs with changes from a delta spec, without archiving the change.

Propose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to build and get a complete proposal with design, specs, and tasks ready for implementation.

Start a new OpenSpec change using the experimental artifact workflow. Use when the user wants to create a new feature, fix, or modification with a structured step-by-step approach.

Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.

Continue working on an OpenSpec change by creating the next artifact. Use when the user wants to progress their change, create the next artifact, or continue their workflow.

Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.

Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.

Control and inspect the user's real Google Chrome through byob's local MCP tools. Use when Claude Code must work with an existing signed-in browser session, open or navigate tabs, understand a rendered page, click or type in web UI, fill forms, capture screenshots, inspect console or network activity, download page assets, upload files, or reproduce a browser bug.

Distill your boss into an AI Skill — PUA detection (10 corp flavors), counterattack coach, evidence collector, labor law lookup, cake-promise BS meter, resignation script, replacement notice. | 把老板蒸馏成 AI Skill：PUA 检测（10大厂流派）、反击教练、证据收集、劳动法速查、画饼鉴定、离职剧本、替代公告。打工人的赛博军火库。

Retrieves up-to-date documentation, API references, and code examples for any developer technology. Use this skill whenever the user asks about a specific library, framework, SDK, CLI tool, or cloud service — even for well-known ones like React, Next.js, Prisma, Express, Tailwind, Django, or Spring Boot. Your training data may not reflect recent API changes or version updates. Always use for: API syntax questions, configuration options, version migration issues, "how do I" questions mentioning a library name, debugging that involves library-specific behavior, setup instructions, and CLI tool usage. Use even when you think you know the answer — do not rely on training data for API details, signatures, or configuration options as they are frequently outdated. Always verify against current docs. Prefer this over web search for library documentation and API details.

Use the ctx7 CLI to fetch library documentation and configure Context7 MCP. Activate when the user mentions "ctx7" or "context7", needs current docs for any library, or needs to set up Context7 for their AI coding agent.

Fetch up-to-date documentation and code examples for any library, framework, SDK, CLI tool, or cloud service. Use whenever the user asks about a specific library — even well-known ones like React, Next.js, Prisma, Express, Tailwind, Django, or Spring Boot — because training data may not reflect recent API changes or version updates. Always use for: API syntax questions, configuration options, version migration issues, "how do I" questions mentioning a library name, debugging that involves library-specific behavior, setup instructions, and CLI tool usage. Use even when you think you know the answer. Do not rely on training data for API details, signatures, or configuration options — they are frequently out of date. Prefer this over web search for library documentation.

This skill should be used when the user asks about libraries, frameworks, API references, or needs code examples. Activates for setup questions, code generation involving libraries, or mentions of specific frameworks like React, Vue, Next.js, Prisma, Supabase, etc.

Tailors one resume to one specific job posting. Builds a must-have/nice-to-have requirement table, an evidence map, gap questions instead of invention, a tailored copy (headline, summary, bullet order, skills), honest ATS guidance, and an optional cover letter for that posting. Use when the user says "tailor my resume to this job", "customize my CV for this posting", "match my resume to this job description", "what keywords am I missing", "make my resume ATS-friendly for this role", "will this get past the ATS", "the job asks for X and I don't have it", or pastes a job ad with a resume. Works from pasted text; uses Reactive Resume MCP tools when connected. Not for bullets with no target job (resume-bullet-writer), what belongs on a resume or a general audit (resume-content-guide), tracking or follow-ups (job-application-manager), or interview prep and practice (interview-prep, mock-interview).

Decides what information belongs on a resume or CV, what to leave off and in what order, and audits an existing resume against those norms. Covers every section (contact details, photo, summary, experience, education and GPA, skills, languages, references), candidate situations (new grad, career change, gaps, layoffs, veterans, academic, visa and more) and country and industry norms. Use when the user asks "what should I put on my resume", "what should I leave off", "should I include my photo / GPA / date of birth", "how do I show a gap", "summary or objective?", "how long should my CV be", "CV for a job in Dubai / Germany", "I'm moving to another country, what should I change", "what to put on my resume as a veteran" or "audit / review my resume". Works with pasted text or the Reactive Resume MCP server. For rewriting bullets use resume-bullet-writer; for fitting a resume to one job posting use resume-tailor; for building a new resume as JSON use resume-builder.

Turns resume duties into truthful impact bullets. Questions the user role by role to dig out achievements, asks for real numbers or honest ranges (never invents them), and writes concise bullets in XYZ, CAR, scope or qualitative form. Use when the user says "rewrite my bullets", "make this bullet stronger", "quantify my resume", "turn my duties into achievements", "improve my experience section", "my resume sounds boring", "I don't have any numbers", pastes resume lines for feedback, or works in a low-number job (nursing, teaching, care, trades, admin, creative). With the Reactive Resume MCP server connected, it edits experience, project, volunteer and education descriptions with apply_resume_patch after the user approves. Use resume-content-guide instead for which sections or details belong and for summaries or headlines, resume-tailor to fit one job posting, interview-prep or mock-interview for interview stories and practice, and resume-builder to build a resume from scratch.

Evaluates and negotiates job offers. Decodes base, bonus, equity, sign-on, level and terms with unknowns kept unknown and each offer in its own currency, benchmarks against checkable pay data, finds true leverage, drafts one counter as email and call script, role-plays the recruiter, and handles the salary-expectations number, deadlines and extensions, "best and final", competing offers, counteroffers and written acceptance or decline. Country-aware (India CTC, 13th-month pay, public-sector scales). Use when the user says "I got an offer of...", "is this offer good", "should I negotiate", "how do I counter", "compare my offers", "what is my equity worth", "they asked my salary expectations", "they want an answer by Friday", "can I ask for more time", "should I accept" or "practice the negotiation call". Uses Reactive Resume MCP tools when connected. For logging the offer, its deadline and withdrawal notes, job-application-manager; for other interview answers, interview-prep.

Runs a mock interview for a specific job description. Plays the interviewer in a chosen round (recruiter screen, hiring manager, behavioral, coding, system design, case, product sense, panel), persona and difficulty; asks one question at a time, probes vague answers, and gives quote-backed rubric scores after each answer (coach mode) or at the end (realistic). Model answers use only the user's real experience. Use when the user says "mock interview me", "interview me for this job", "practice interview", "pretend you're the interviewer", "grill me for this role", "run a behavioral round", "quick recruiter screen", "hiring-manager mock", "system design mock" or "case interview practice". With Reactive Resume MCP it reads the application and stories and logs the session. For a story bank, company brief, questions to ask or a real-interview debrief, interview-prep; for scheduling or thank-you notes, job-application-manager; for fixing the resume, resume-tailor; for negotiation practice, offer-negotiation.

Runs the job-search pipeline. Adds jobs from a link or pasted posting, keeps stages and dates accurate, sets follow-ups, runs a weekly review (stale applications, next actions, funnel stats), records the exact resume version sent, and drafts networking, LinkedIn, referral, recruiter-reply, follow-up, thank-you, status-check, expedite and withdrawal messages without sending them. Use when the user says "add this job to my tracker", "I applied", "log my interview", "I got rejected", "I was ghosted", "log my offer", "track my applications", "do my weekly review", "what should I follow up on", "write a thank-you note", "message this recruiter", "ask for a referral", "withdraw my application", or wants a job-search spreadsheet. Works with a Markdown/CSV tracker or Reactive Resume MCP tools. Not for resume work (resume-tailor, resume-bullet-writer, resume-content-guide), interview prep or practice (interview-prep, mock-interview), or judging, negotiating, accepting or declining an offer (offer-negotiation).

Prepares the user for a specific interview from their real experience. Builds a story bank in Situation/Task/Action/Result/Reflection form mapped to the competencies the role and company test (such as Amazon's Leadership Principles), writes a cited company and role brief from public sources, predicts questions per round, drafts opener, why-us, weakness and salary answers, prepares questions to ask and a logistics checklist, and runs a post-interview debrief. Use when the user says "help me prepare for my interview", "I have an interview tomorrow" or "in 2 hours", "build my story bank", "STAR stories", "interviewing as a career changer", "what will they ask me", "how do I answer tell me about yourself", "questions to ask the interviewer", "research the company" or "debrief my interview". Uses Reactive Resume MCP tools when connected. For scored role-play practice, mock-interview; for thank-you notes and tracking, job-application-manager; for a salary number, offers or negotiation, offer-negotiation.

Use when testing the empty rss golden build

Use when testing the golden_jupyter_topics golden build

Use when testing the golden_jupyter_kw golden build

Use when testing the golden_jupyter_dir golden build

Use when testing the golden_jupyter golden build

Use when testing the multi-file html build

Use when testing the golden_chat_topics golden build

Use when testing the golden_chat_single golden build