Most popular Claude skills · page 51

Agent skills for Claude Code, Claude.ai and other agents, ranked by popularity: GitHub stars, forks, and how many curated lists and repos include them.

3,968 skills · showing 2401–2448

  1. 2401Repo to Skillshuyhere/repo-to-skillGenerate an agent skill from a GitHub open-source repository. Use when asked to create a skill from a repo URL, turn a GitHub project into a usable skill, or generate skill files for a CLI/library/framework. Triggers on phrases like "create a skill from this repo", "make a skill for vllm", "turn this GitHub project into a skill", "generate a skill from repo". Also use when asked to "skillify" a tool or generate usage instructions from source code. Command usage — `/skill repo-to-skill <github-repo-url>`.19
  2. 2402Research Note Wrapleonsong09/research-note-wrapUse when the user wants to summarize research or analysis into a readable Obsidian markdown note, such as 总结调研, 输出结论, 总结分析, 输出笔记, 调研纪要, 分析纪要, 会话结论, or when asking to summarize today's sessions about a topic. Use for current-session summaries by default, and for cross-session topic summaries when the user mentions 今天会话 or gives a topic scope.18
  3. 2403Resume Rewritexiaowantree/data-engineer-resume-copilotRewrite, diagnose, and generate data engineering resume bullet points. Also matches resumes against job descriptions and generates interview prep questions. Use this skill when the user wants to improve, rewrite, or critique resume bullets, describe their work in plain language to generate bullets from scratch, compare their resume with a job posting, or prepare for interviews. Trigger on "帮我改简历", "帮我写简历", "rewrite my resume", "看看这个简历", "这条怎么改", "我不会写简历", "帮我看看这个JD", "我的简历match吗", "这个岗位合适吗", "帮我押题", "准备面试", "深挖简历", "interview prep", or any time the user pastes resume bullets, describes work ex18
  4. 2404Scanned PDF to DOCXyanouyuan-bit/scanned-pdf-to-docxConvert scanned PDFs that have no text layer (classical-Chinese works, old typeset academic books) into clean, well-structured Word (.docx) using MinerU OCR plus a three-tier proofreading workflow. Use when turning scanned book pages into editable Word, OCR-ing a PDF into .docx, or rebuilding a typeset book's chapters / sections / special symbols. Not for PDFs that already have a good text layer (extract those directly).19
  5. 2405Shadertoy to FlutterFlutterFlow/shadertoy_to_flutter_skillConvert Shadertoy GLSL fragment shaders into Flutter-compatible GLSL fragment shaders (.frag files) for use with Flutter's FragmentProgram / FragmentShader API, Impeller, or the material_palette "fill shader" / "wrap shader" pattern. Use whenever the user pastes a Shadertoy shader (or points to one on shadertoy.com) and wants to run it in Flutter, asks to port or adapt a fragment shader to Flutter, mentions making Shadertoy-style uniforms (iResolution, iTime, iMouse, iChannel*, mainImage, fragCoord) work in Flutter, or has a .frag file that won't compile in Flutter because of Shadertoy-style c15
  6. 2406Ship ItLunkiBR/ship-itUse this skill whenever building, reviewing, or auditing any product surface — a mobile app screen, a web app (in-product) screen, a marketing website page, or a cross-screen interaction flow — especially right before calling it done or shipping it. Start here to identify which section (mobile app, web app, website, flow, and more as they're added) the surface belongs to, then drill down to name every pattern (login, checkout, billing, pricing, admin panel, empty state, and more) it should have and flag which are missing — weighed against what this specific product actually is, never applied a19
  7. 2407Signumheurema/signumUse when the user wants contract-first development — define correctness before coding, implement against a contract, audit with multiple models, and package proof artifacts.18
  8. 2408Simple ManMaksim-Burtsev/simple-manHigh-compression professional communication mode. Use when the user wants fewer tokens, less reading, no filler, compact coding-agent status, terse technical answers, or low-cognitive-load collaboration without reducing effort, validation, proactivity, or accuracy. Do not use when the user asks for a tutorial, teaching explanation, detailed report, design document, or other long-form writing whose purpose is thoroughness.12
  9. 2409StudySugarMGP/study.skillUse when user wants to learn a new skill, technology, language, or topic. Use when user asks "teach me", "help me learn", "I want to study", "我想学", "教我", "学习路线", "从零开始学", "帮我学", "怎么学". Do not use for one-off factual questions, debugging help, or code review.19
  10. 2410Termscopemwunsch/termscopeDrive and inspect terminal applications programmatically. Use for TUI testing, visual regression, debugging rendering issues, and automating interactive CLI tools. Provides snapshot capture, keyboard/text input, text search, and a JSON-lines session protocol.19
  11. 2411Web MotionSchmandarine/web-motion-skillCloses the agentic coding loop for web animation. Lets Claude scroll the user's page while recording it (Playwright), extract frames, build a labelled contact sheet, and reason about timing/easing/trajectory frame-by-frame — plus motion design principles (Disney's 12, adapted for web, GSAP, CSS, scroll input) to name and fix what's wrong. Use whenever the user wants to add, improve, debug, or review any animation — scroll effects, transitions, hover states, entrance/exit, loading states, micro-interactions. Trigger even if the user doesn't say "animation" but describes something moving, appear19
  12. 2412Agent Cardtiny-agent-company/agent-card-skillManage virtual Visa cards for AI agents with AgentCard. Fund a wallet with Apple Pay or Google Pay, create single-use or multi-use cards, check balances, view credentials, pay for things, shop and check out at merchants like DoorDash, close cards, manage plans, and get support. Use when the user wants to create or manage virtual payment cards for AI agents, fund their AgentCard wallet, pay for online purchases, shop on their behalf, set up agent spending, or configure card billing and limits.14
  13. 2413Factory FloorSwiftner/Factory-FloorStartup coach for founders and early-stage teams. Trigger when someone mentions: "what should we focus on", "should we build X", "should we raise", "we're stuck", "why isn't this growing", "pipeline is thin", "we're not converting", "we're spread too thin", "team is busy but nothing ships", "I don't know what to do next", or asks about churn, hiring, runway, burn rate, deal flow, fundraising, WIP, JTBD, customer factory, constraint, throughput — in a startup context. NOT for: freelancers, agencies, established companies, coding help, debugging.14
  14. 2414Find Domainpaveldevyatov/ai-domain-name-generatorAI domain name generator, domain finder and domain availability checker — brainstorms brandable names and domain hacks for a project, then checks which are really free at the registries (RDAP and whois), honest about zones it can't verify. Use when the user wants to find, brainstorm, generate or check a domain name, asks whether a domain like X.com is available or taken, wants domain hacks (bit.ly-style names), or needs a brand or product name with a free domain for a project, startup or app.21
  15. 2415Github Demand Radargeekjourneyx/github-demand-radarUse when the user asks to analyze a GitHub repository's issues/PRs to identify high-value commercial demand opportunities. Triggers: 「扫issue」「扫PR」「找需求」「分析仓库」「找商业化点子」「独立开发者切入点」「需求雷达」「扫一下明星项目」「生成需求报告」. Outputs scored demand cards with JTBD analysis, RICE scoring, Ugly Workaround evidence, and fake-door probe drafts. Also works in PR scan mode (Phase 1B) to find rejected/stale PRs as market gap signals.16
  16. 2416Heige PptHeiGeAi/HeiGe-PPT演讲锻造系统。把每一页 PPT 讲成一句话,把整套 deck 导成一场演出,而不是把要点堆成一面字墙。 专门用于从零设计有气场、有记忆点、一眼不像 AI 做的演示文稿、汇报 deck、路演 pitch、产品 keynote。 适用场景:创业路演、产品发布、年度复盘、方案提案、技术分享、培训课件、述职汇报、招商招生。 核心方法论:一页一句话 / 黄金三秒 / 节奏编排 / 视觉锤 / 反 AI 体检。 当用户要求"做个 PPT""做套幻灯片""做个路演 deck""做个产品发布 keynote""把这份内容做成演示" "做个汇报""做个提案""把这个做成幻灯片""做个演讲稿配图"时,必须使用此 skill。 输出为单文件 HTML 幻灯片:16:9、键盘翻页、可投屏可导出 PDF,且默认带可编辑层,用户打开就能在浏览器里直接改幻灯片文字、再导出 PDF 或下载独立 HTML。动手前先定调,出货前过反 AI 体检。 需要给客户一份能在 PowerPoint / WPS 里直接改的 .pptx 时,用内置的 html2pptx 转换器把同一份 HTML 设计源转成可编辑 PPTX,一份设计两种格式,不用做两遍。 注意:本 skill 负责"从零设计有气场的演示 deck";如果是做单张落地页/网页界面,那是 heige-ui 的活; 如果是把现成文档转成静态展示长页,那是 html-be21
  17. 2417Html2elementordudaster/html2elementorConvert HTML+CSS into Elementor JSON that imports into WordPress. Always use this skill whenever the user has HTML/CSS (pasted, file, URL, or AI-generated) and wants it to end up as an Elementor page — phrases like "convert HTML to Elementor", "import this landing into WordPress as Elementor", "make this Tailwind mockup an Elementor page", "turn my markup into Elementor JSON", "recreate this site in Elementor", or any variant. Do not try to produce Elementor JSON by hand — Elementor has non-obvious quirks (shared system-color globals that break previous pages, lazy-load hiding backgrounds, wid16
  18. 2418Interaction Designrastian/interaction-design-skillsApply interaction design (IxD) principles and frameworks to product and service design work. Use this skill when designing or evaluating interaction flows, micro-interactions, feedback mechanisms, affordances, mental models, component states, response time, animation and transitions, error recovery, input validation, task flows, or navigation patterns. Core audiences: product designers, UX designers, UI designers, service designers, and interaction designers working on digital products and services. Trigger on: interaction flow, micro-interaction, affordance, feedback design, state design (hov21
  19. 2419Lava News Heatdustinliang666-blip/lava-mcp查询股票和概念板块的消息面热度(熔岩)。当用户问某只股票/某个概念最近消息面热不热、被哪些机构/大V提及、要点是什么、概念里哪些股票最热时使用。21
  20. 2420LemonwrenchbpawnzZ/lemonwrenchUse when looking up car repair procedures, torque specs, diagrams or service-manual steps. Scrapes free OEM manuals by vehicle, resolves the exact trim/engine, and cross-checks parts catalogs and field sources.21
  21. 2421Process BuilderCastaldo-Solutions/process-builderCrea swimlane diagram professionali e leggibili come file draw.io (.drawio), usando notazione ibrida BPMN con palette curata. Gestisce due modalita: AS-IS (documenta il processo attuale con pain point, attori, strumenti) e TO-BE (propone automazioni con roadmap a 2 versioni: Quick Win e Full Automation). Usa questa skill ogni volta che l'utente vuole: mappare un processo aziendale, fare un'analisi AS-IS di un flusso di lavoro, proporre automazioni o miglioramenti a un processo esistente, creare una roadmap di trasformazione digitale, disegnare un diagramma di processo con swimlane, analizzare 13
  22. 2422Resume AssistantY1fe1-Yang/resume-assistant-skill智能简历助手,通过五个AI代理提供全流程求职支持:(1)故事挖掘-发现经历亮点;(2)职位推荐-匹配合适岗位;(3)简历优化-针对JD定制内容;(4)模拟面试-实战演练与反馈;(5)能力提升-差距分析与计划。适用于简历创建、优化、面试准备、职业规划等求职相关任务。21
  23. 2423Skill HunterCE0Alex/skill-hunterUse when the user wants to find NEW external skills for a project, build a skill stack from external registries, or compare external options against project needs. Do not use for questions about how to use already-installed/local skills.21
  24. 2424User Behavior PersonalizationKarmenLoop/user-behavior-personalizationLearn a user's communication preferences and working habits from authorized conversations. Use before personalized responses, after explicit corrections, or during daily reflection to maintain an evidence-backed, revisable USER_SKILL.md for that user.21
  25. 2425Antigravity CLISafeMantella/claude-code-agy-CLI-skillDelegate heavy, multi-step, or specialized tasks to Google's Antigravity CLI agents. Use when a task would benefit from: (1) deep multi-file codebase analysis across many files, (2) web research with Google Search grounding, (3) image generation or visual assets, (4) a second AI perspective for code review or architecture decisions, (5) specialized scientific/biology database queries (gnomAD, UniProt, PubMed, etc.), (6) long-running refactors that would exhaust your context window, (7) tasks requiring many sequential tool calls that would consume excessive tokens. Also use when the user explic17
  26. 2426Baoxiaoxntj-ai/baoxiao交互式生成合规的中国企业费用报销单 PDF 包。用户提供装有发票 PDF 和/或发票照片的文件夹,**先按统一规范整理发票文件名并按开票月归档(含照片)**,再通过提问(报销主体/报销人/部门/费用所属期/用途等)逐步生成:封面汇总单 + 分析合规页 + 逐票明细页(嵌发票图)+ 滴滴行程单紧凑重制 + 发票查重台账 CSV。当用户要求"做报销单""生成报销单""把这些发票整理成报销单""报销 PDF""费用报销"或提供一批发票要归集报销时使用。处理增值税电子发票(PDF,含文本层)和纸质发票照片(经 Claude 视觉识别)。17
  27. 2427Excel HygieneBayramAnnakov/excel-hygieneA rigorous "second pair of eyes" on any xlsx before it goes out. Runs a deterministic script for precise MECHANICAL checks (numbers as text, hardcoded-over-formula, cell errors, truncated SUM, percent as whole number), then reasons across the full spreadsheet-error taxonomy (Panko 2008: violations vs errors; qualitative vs quantitative; mistakes / slips / lapses; life-cycle) using general business and spreadsheet knowledge. Use for calcs, offers, mediaplans, budgets, any table. Client-specific thresholds (exact rates, margins, segment bands) belong to a domain skill.17
  28. 2428Greybox Harness7ohnson/VLM-Generation-Harness用 Blender 白模(greybox)给 AI 视频生成做机位、空间和切点的预演层——建房间、摆机位、导出参考视频喂进生成模型的 video 通道,再用规范化的 prompt 补齐表演与材质。当任务涉及「白模/greybox/previs/分镜预演」、要让同一场景的多个镜头保持空间一致、要精确控制硬切时刻、或要在花钱出片之前先验证机位和遮挡时使用。17
  29. 2429Mt3600be Setupbdhwrsh/gl-mt3600be-setupGL.iNet GL-MT3600BE(及多数 GL.iNet 4.x 固件机型)的开箱设置助手。提供可选项清单:修改固件地区代码 CN 改 US 解锁国际版功能、只读体检、SSH 接入与公钥免密、全量备份、风扇工作温度、GL 管理页温度滑块范围补丁、物理拨动开关绑定任意服务、开关页面支持自定义模块、zram-swap、关闭云服务与远程管理、查看/修改无线地区码。用户提到 MT3600BE、GL.iNet 路由器开箱、改地区/地区代码/国际版/解锁隐藏菜单、SSH 免密、风扇温度、温度滑块、拨动开关时使用。15
  30. 2430Pc CleanupDogukanK/claude-pc-cleanupScan a macOS machine for reclaimable disk space and clean it up safely. Use this whenever the user reports low disk space, a "disk almost full" warning, wants to free up storage, asks to delete unnecessary/junk/system files, mentions "sistem verileri" (macOS's System Data category) taking up too much room, asks what's safe to delete on their Mac, wants to reclaim space from old node_modules/Docker or Podman images/build caches piled up across dev projects, or wants a recurring PC/disk cleanup routine — even if they never say the words "disk" or "clean up" outright. Always run the read-only sca17
  31. 2431Taxue Creative Styletaxueseek/taxue-creative-style踏雪影像风格引擎。四种能力:①按开放风格库出图(笔意水墨、留白海报、城市建筑、治愈插画、东方古典、氛围实验、写实摄影、概念海报、照片转艺术,以及独立语法:剪纸纸艺、皮影偶戏、釉面器物、纸本档案、美术片媒介;金融隐喻走 F8-V8 或纪念碑参考模板)②优化任意已有提示词(七维诊断打分+修复+注入踏雪DNA)③元提示词创作(任意需求从零构建精确提示词,按主题路由到独立语法,不锁死在 9 个家族)④学习用户偏好。子技能路由:个人 IP 插画、民国漫画杂志、面向领导生图、图片反推、节气档案全书、正宗艺术门类(见正文 §0)。触发:踏雪风格、taxue style、签名风格、文人水墨、上美影、剪纸、染色剪纸、窗花、皮影、木偶、青花瓷、年画、折纸、赛璐璐、纸本档案、节气海报、纸雕、水墨城市、概念海报、踏雪寻仙、层叠城市、3D书法、金石印象、篆刻、器物禅意、赛博东方、提示词优化、帮我写提示词、元提示词、出图、生成图片、帮我画、人物锁定卡、陶瓷素材图、中式纹样素材、错视、破框、物件拼脸、空间缝合、图底互生、凹凸、钢印、按压、压印。17
  32. 2432AI Spending Judgechunfeng11221/ai-spending-judge建立专属 AI 消费助手:首次提供大白话填写模板和示例,了解收入、日常花销、贷款负债与现金,生成个人价格区间和消费规则;以后按档案判断“能买吗、买什么、预算多少”并更新经济状况。适用于安装后建档、消费预算、订阅和升级判断,不用于投资或信贷审批。18
  33. 2433Aisland TeachAisland-SJL/Aisland-teach科学、低门槛地教授概念或技能,并通过练习、复述和反馈验证理解。用于任何“教我、解释给我、带我学习、帮我掌握、设计学习路线、检查我是否理解”等教学场景,也可在识别到用户需要系统学习时主动触发。默认在对话中教学;只有用户明确同意后才制作 HTML Course。16
  34. 2434Apple App Review Complianceyohannescodes/apple-app-review-complianceAudit Apple-platform applications, proposed features, code changes, App Store metadata, privacy practices, and submission readiness against Apple's current App Review Guidelines. Use during feature planning, PR review, pre-release QA, App Store rejection triage, or whenever StoreKit, HealthKit, permissions, authentication, user-generated content, or App Review policy matters.20
  35. 2435Bumblebeesolyanviktor-star/BumblebeeSurgical phrase splicing from real movies and TV shows via yarn.co. Takes any English phrase and slices it into the longest possible runs of words actually spoken on screen, then assembles a final reel where every word is delivered by a real actor. Triggers — "splice a line from movies", "make a fragmovie", "build a video from someone else's words", "bumblebee". Runs fully local with faster-whisper — no API keys. Mix mode (--variants N) generates several distinct cuts of one phrase without reusing clips.20
  36. 2436Cvpr FigureChizkiyahuOhayon/CVPR-FigureCreate, revise and audit publication-grade pipeline, framework, teaser and module figures for CVPR, ICCV, ECCV, NeurIPS, ICLR, ICML, AAAI and ACL papers, and export them as Visio-editable .vsdx, PowerPoint-editable .pptx, plus SVG/PDF/PNG/EMF for LaTeX. Use for architecture diagrams, method overview figures, framework figures, pipeline diagrams, teaser/paradigm-comparison figures, attention and token diagrams, module zoom-ins, and 顶会论文配图、框架图、流程图、pipeline图、方法图、teaser图、 网络结构图、模型架构图、科研绘图、论文示意图、Visio可编辑图. Drives a declarative spec through a deterministic layout engine whose palette, typography and18
  37. 2437Design Styleyanliudesign/design-style-skillRecommend and apply design styles from a curated library of 67 visual aesthetics. Use when the user wants to choose a design style for their project, get style recommendations, or apply a style's CSS/colors/fonts to their code.16
  38. 2438Design Trendsgrowthaudit/claude-design-skillsApply 2026 web design trends as complete styling systems to any artifact — landing pages, dashboards, presentations, components, or creative builds. Use this skill whenever the user mentions a design trend by name (e.g. "neo-brutalism", "neumorphism", "retrofuturism", "maximalism", "collage", "gamified", "dark mode", "vibrant", "bold typography", "3D immersive", "experimental navigation", "sustainable design", "motion design") or asks for something "trendy", "2026 style", "anti-design", "dopamine design", "Y2K", "retro-futuristic", "scrapbook style", "raw aesthetic", or similar. Also trigger w15
  39. 2439Dsh Plugin Devzimodzh/dsh-plugin-dev-skills开发 DeepSeek Harness (DSH) 插件的标准与权威参考:编写/修改/审查/调试 DSH/Cordis 插件、服务、事件、插件配置、模型工具、LLM 适配器、三种角色拆分、打包安装、workspace 包、cordis.yml 组合时使用;提到 DSH 插件、Cordis、plugin、服务、事件、工具、适配器即触发。 The authoritative standard for developing DeepSeek Harness (DSH) plugins — create, modify, review or debug DSH/Cordis plugins, services, events, config, model tools, LLM adapters, three-role capabilities, packaging, and cordis.yml composition.16
  40. 2440Korean Humanizerdotoricode/korean-humanizer한국어로 작성된 AI 생성 텍스트에서 "AI 티"가 나는 표현을 걷어내 사람이 쓴 것처럼 자연스럽게 다듬는 skill. 사용자가 "한국어 humanizer", "AI 티 빼줘", "사람처럼 써줘", "자연스럽게 다듬어줘", "번역체 고쳐줘", "한국어 AI 냄새 제거", "humanize Korean", "AI 티 제거" 등을 언급할 때 반드시 사용. 외부(이메일, LinkedIn, 블로그, YouTube 스크립트, 뉴스레터, 마케팅 카피)로 나가는 한국어 AI 생성 텍스트 전반에 사용한다. 의미를 바꾸지 않고 표현만 다듬는 것이 목적. 호출 결과는 `Humanized` 교정문과 `주요 변경 (최대 5개)` 두 섹션의 Markdown 문서로 반환한다. 영어 텍스트, 단순 오탈자 교정, 내부 메모 / 기술 문서 / 법률 문서에는 사용하지 않는다.16
  41. 2441Liu Xiaoyan Englishtong666-bit/liu-xiaoyan-skill用刘晓艳风格的直白、幽默、分步讲法辅导四六级和考研英语。 用户提到刘晓燕、刘晓艳、燕姐,或要求英语阅读讲题、听力复盘、长难句拆解、 词汇训练、作文批改、翻译、新题型或备考计划时使用。 支持 CET-4、CET-6、考研英语一/二;普通商务写作和纯文本翻译无需加载。20
  42. 2442Nopekitneuman/nopekitDesign, validate and fabricate real physical things — hardware, enclosures, PCBs, mechanisms, RC vehicles, solar thermal, chemical processes, printed parts. Use when someone wants to turn a sketch, spec, photo or discussion into something buildable; asks to design, model, simulate, validate, gate, fabricate, 3D print, machine, order boards for, or check the feasibility of a physical object or system; or has an existing CAD/hardware project that needs validation. Also use for "is this design actually going to work", bills of materials, sourcing, manufacturability, tolerance stacks, and readines15
  43. 2443Poggioai Msc ClaudePoggioAI/PoggioAI_MSc-claudepAI/MSc research pipeline: hypothesis to paper in ≤10 steers. Runs persona debate, adversarial lit review, parallel theory+experiment tracks, and editorial quality gates.16
  44. 2444SEO Geo Blog Writerweipanux/seo-geo-blog-writerCreate blog posts optimized for traditional search engines (SEO) and generative AI citations (GEO). Supports two modes - keyword-driven (user provides target keyword) or topic expansion (automated keyword research). Complete workflow from keyword research through schema markup generation.16
  45. 2445Sitrep Paneldbl8005/sitrep-panelKeep a live local HTML report updated as you work on a task — a status board, a running "what's happening now" narrative, screenshots, and a newest-first log — served on localhost so the user can watch progress in a browser tab instead of reading the transcript. Use when the user invokes /sitrep-panel, asks for a "progress report", "status page", "live doc", or wants visibility into a multi-step task as it happens.20
  46. 2446Work CanvasJingbiaoMei/work-canvas-skillTurn an agent's own work — progress, debugging, analysis, comparisons, decisions — into one self-contained, reviewable HTML page (a "work canvas" / 网页看板) the user opens in a browser. Use when the user asks to create an interactive, reviewable, "alignment", progress, status, comparison, or summary HTML / dashboard / report / 看板 to see where a long task stands, review and comment, compare options, or decide next steps — especially for long-running, multi-subsystem, or trial-and-error tasks where terminal logs are the wrong medium. Also use to close out a `/goal` command session with a progress/s20
  47. 2447Agents Md GeneratorEriemon/agents-md-generatorUse when creating, updating, compressing, reviewing, or verifying AGENTS.md and other AI coding-agent rules; when a managed root AGENTS.md is missing, malformed, stale, or version-incompatible; when the user explicitly mentions AGENTS.md, agent rules, or scoped AGENTS.md; when a managed skill README needs a functional illustration set; or when a request about the current workspace, repository, or work folder is a planning request and therefore requires a root AGENTS.md check first.15
  48. 2448Audit FlowArunJRK/audit-flowInteractive system flow tracing across CODE, API, AUTH, DATA, NETWORK layers with SQLite persistence and Mermaid export. Use for security audits, compliance documentation, flow tracing, feature ideation, brainstorming, debugging, architecture reviews, or incident post-mortems. Triggers on audit, trace flow, document flow, security review, debug flow, brainstorm, architecture review, post-mortem, incident review.15