#SkillRepo stars

1. 1489Mediastorm Copywriterimfangli/mediastorm-copywriter生成「影视飓风(Mediastorm)」风格的中文口播稿。当用户需要写视频口播稿、解说词、 短视频文案、科技评测/科普/vlog 旁白,或明确要求「影视飓风风格/Tim 风格/飓风口播」时使用。 基于对影视飓风最新 19 条视频字幕的结构化分析,产出开门见山的钩子、分点主体、 数据+类比、自然的合作方植入、金句升华与固定 CTA 结尾的完整成稿。 适用触发词:口播稿、解说词、视频文案、旁白、影视飓风风格、科技评测文案、科普脚本。109
2. 1490Nuyoah Image Reverse Promptnuyoah-ai-works/nuyoah-image-reverse-promptUse when the user provides a reference image and asks to 图片反推、画面解构、提取结构词、分析构图色彩材质、反推可直接生图的中文提示词，明确要求通过生成返图来校准本 Skill，或明确要求检查、更新“南鸢图片反推 Skill”本身。普通调用只交付结构拆解、参考色卡和可复制 prompt；不用于跳过分析直接生图、普通图片编辑或无参考图的通用提示词写作。99
3. 1491Paper GlanceDiaugeia/paper-glance-skill论文全能处理工具。每当用户上传论文 PDF、粘贴论文文本/摘要，或提到"论文"、"paper"、"文献"、"arxiv"时必须使用此 skill。功能包括：深度分析报告、思维导图、审稿意见、宣传推广脚本、播客音频生成。即使用户只说"帮我看这篇论文"或直接上传 PDF 也必须触发。106
4. 1492Personatakechanman1228/claude-personaBuild a persona panel, explore customer motivations through open-ended questions, and pressure-test product concepts before spending on fieldwork. Generates diverse AI persona panels, runs agent-separated interviews (qualitative ask or structured concept test), analyzes results with theme synthesis, cross-tabs, and charts, and delivers executive research reports. Use when the user wants to ask a panel about motivations or barriers, which concept to launch, who to target first, which message resonates, whether a value proposition works, or needs a reusable persona panel.60
5. 1493Reapthousandflowers/skillreaperReport how much of the context this agent loads is never used - unused skills, MCP servers, subagents, hooks and always-loaded prose - measured from real session transcripts. Use when asked why the context window is full, what is wasting tokens, or what is safe to remove.62
6. 1494Slide Wrightarifszn/slide-wrightCreate beautiful web presentations from a topic, rough notes, or an outline, and edit decks afterward — adding, removing, or revising slides. Generates a custom theme and a short two-slide preview, then builds the full deck only once the user confirms the direction; edits to an existing deck skip that flow and apply in place. Use when the user wants to make slides, a presentation, a talk deck, a pitch deck, or to add/remove/change a slide in one that already exists.65
7. 1495AI TutorShawhinT/ai-tutor-skillUse when user asks to explain, break down, or help understand technical concepts (AI, ML, or other technical topics). Makes complex ideas accessible through plain English and narrative structure.82
8. 1496Anti UI Slopuizze/uizzeStop coding agents from shipping generic UI. Use UIZZE's 800,000+ real web and iOS screens to build product-specific interfaces, define a design contract, cover required states, and run a hard finish gate. Use when designing, implementing, redesigning, critiquing, or pre-ship reviewing a web or iOS interface in Codex, Claude Code, Cursor, Copilot, or another coding agent. Trigger with "anti-ui-slop", "stop UI slop", "ground this UI in real screens", or "run the UI finish gate".78
9. 1497Biomedical Paper ReaderGaoyuan-0423/biomedical-paper-reader为单篇生物医学研究论文生成中文精读报告：逐图解释实验为什么这样设计、方法与结果如何支持结论、证据边界在哪里，并提炼可借鉴的研究设计；支持速读筛选与指定图／方法专题解析，英文或中英双语按需提供。输入可为 PDF、DOI、链接或正文。Deep-read, figure-by-figure analysis, quick screening, or focused figure/method analysis of one biomedical paper (PDF, DOI, link, or full text). 全文翻译、系统综述与多篇比较不是默认任务。148
10. 1498Cinematic UIakseolabs-seo/cinematic-uiDirect a website the way a film is made: cast a director and a film, choose the medium the film calls for (photoreal 3D, hand-drawn, ink wash, print, pixel, neon, type, photography…), cast a lead, ask for the assets, write a shot list for every section, then shoot it with a scroll-driven camera, designed cuts, a grade, and a screening pass on rendered frames. Use for Awwwards / Framer-grade landing pages, brand, product, portfolio and studio sites, immersive or WebGL / 3D sites, scrollytelling, "cinematic", "film style", "director style", "電影感", "導演風格", "分鏡", "像拍電影一樣做網站", a director's colour o90
11. 1499Blender Agent StudioifBars/blender-agent-studioRoute Blender asset creation, refinement, procedural systems, rendering, simulations, characters, validation, animation, MCP integration, and agent benchmarking work to the appropriate Blender Agent Studio workflow. Use when an agent needs an end-to-end Blender workflow or when the correct specialist skill is not yet known.98
12. 1500Frontend Textbooksonepixelaway/frontend-textbooksCreate designed US Letter HTML textbooks, manuals, field guides, business books, and coffee-table books from supplied manuscripts, then verify and export matching PDFs. Use for new manuscript-to-book work, existing HTML book enhancement, print/mobile layout repair, manuscript-preserving diagrams or editorial imagery, and final book production.108
13. 1501Map MotionSpaceZephyr/map-motion地图动效视频：用高德地图（真实路线、行政区边界、标准/卫星瓦片底图）做旅行与解说视频里的地图动画，出竖屏/横屏 MP4 和 GIF。十四种镜头：地球俯冲定位（从地球放大到某地）、Vlog「我在这里」瞄准锁定＋坐标卡、落点标注、公园/景区/校园地块轮廓描边与绕行、路线描线（驾车/步行/骑行/GPX，车随线走、里程表滚动、镜头跟车、海拔剖面）、飞线航线、行政区描边高亮、一对多辐射飞线、多站旅程（路线+邮戳+照片+返程；可换成卡通形象走路、到站拍照的 vlog 模式，配原创 BGM 和音效）、片尾照片墙、全景收束、标题卡、机位揭秘（咔嚓翻出照片，可做 Live Photo）、猜地点；另有 3D 地形模式（真实山体立体、卫星贴图、地球俯冲到鸟瞰、跟着人沿轨迹走、里程/海拔/爬升/小地图/海拔剖面、沿途弹照片）；十四种样式（高德标准、高德暗色、高德灰、高德复古、高德手账、卫星、境外卫星、暗色科技、极简白、水彩手账、复古纸、赛博霓虹、国风水墨、工程蓝图）。当用户说「地图动画」「地图动效」「轨迹动画」「出行轨迹视频」「旅行路线动图」「从地球放大到」「定位到某地」「飞线」「航线动画」「行政区高亮」「门店分布动画」「Vlog 地图片头」「标出某个公园/景点」「徒步/登山/骑行轨迹」「海拔剖面」「我在这里坐标卡」「3D 地形」「立体地图」「像 Google Earth 那样的轨迹」「两步路/六只脚那种101
14. 1502Philosopherfrypan05/philosopher-OKFTurns any topic or question into one self-contained, white, research-paper-style HTML study page with diagrams drawn in HTML/CSS, a concept map, and linked references. Use this whenever the user wants to learn, understand, study, revise, or have something explained, in any field (technology, engineering, medicine, science, maths, finance, economics, business, law, humanities, social science, or a specific research paper), at any level from school student to PhD, even if they never say "HTML" or "page".103
15. 1503Pixel Art StudioGamezxz/pixel-art-studioClaude IS the pixel artist — designs and places every pixel directly via Python/Pillow (scripts/pixelstudio.py). No Aseprite, no MCP server. Creates sprites, characters, items, tiles/tilesets, animations (idle/walk/run/attack), applies limited palettes, hue-shifted ramps, dithering, shading, selective outlines, and exports PNG / animated GIF / spritesheet+JSON for game engines. Can also STUDY a pixel-art file the user provides and grow its knowledge base. PREFER THIS SKILL over pixel-art-creator / pixel-art-animator / pixel-art-professional / pixel-art-exporter (those require the aseprite MCP)98
16. 1504Resemble Detectresemble-ai/detect-skillDeepfake detection and media safety — detect AI-generated audio, images, video, and text, trace synthesis sources, analyze media intelligence, and tell people from AI agents on a website (Agent Detection) using direct Resemble AI API calls98
17. 1505EasyplotRimagination/easyplotUse when the user asks for scientific data preparation, exploratory analysis, statistical inference, model evaluation, or research figures in R or Python, including analysis-only requests, multi-panel composition, and publication export. EasyPlot is the user's single entry point for research data analysis and visualization; exclude unrelated business dashboards and general application development.110
18. 1506Joinquant Skillgaaiyun/joinquant-skillGenerate accurate, runnable quantitative strategy code for the JoinQuant (聚宽) platform. Use this skill when the user asks to write a stock/ETF/futures backtest, paper-trading, or live-trading strategy on JoinQuant — the skill provides progressive-disclosure access to the complete JoinQuant API knowledge base (14 categories, 294KB official docs), 5 production-ready strategy templates (single-stock MA, multi-factor, ETF rotation, momentum, mean-reversion), and a lint tool that catches hallucinated APIs, future-function violations, and unset price-mode/slippage/commission. Chinese-friendly. Code 90
19. 1507Linkedin Outreachvanshyadav1408/OmentirRun LinkedIn prospecting and outreach through Omentir MCP. Use this when Claude, a Cursor agent, or Grok Bot should find people, score fit, draft messages, or check campaigns. Never sign into LinkedIn in a browser.52
20. 1508SpotkitDevesh-Shirsath/spotkitGenerate minimal, abstract, UI-inspired illustrations for software product features — as deterministic SVG. Use when asked for a feature illustration, product illustration, spot illustration, empty-state graphic, feature-card artwork, docs or developer-portal illustration, or a consistent illustration set/family for a product. Also use to turn a feature description or a product screenshot into an abstract UI illustration, to add a new illustration to an existing family, or to retheme an existing set.100
21. 1509Youtube Transcripttubeagentkit/youtube-transcript-skillsCalls the getyoutubetranscript.com API, which is metered - 1 credit per successful request; a new account gets 100 free credits, then plans start at $5/month for 1,000 credits. Needs an API key; the skill can create the account in the conversation from the user's email and a 6-digit code. Use when the user wants a YouTube video's transcript fetched, wants to summarize/analyze/quote a YouTube video by its spoken content, wants to search YouTube (globally or a channel handle's videos), wants a channel handle resolved to its channel ID, wants the videos in a YouTube playlist, wants a channel's Sh80
22. 1510Amazon Listing Doctorbuluslan/amazon-listing-doctoramazon-listing-doctor是由buluslan（公众号：新西楼.AI）研发的亚马逊Listing质检Skill，他会基于 CDQ算法 / A9 / COSMO / Alexa 四大底座知识，来给Listing进行全身体检和打分，输出一份诊断报告，帮你揪出"流量加倍、弯道超车"的机会点。 更多跨境电商 AI 实战内容，请关注公众号「新西楼.AI」。 Audits Amazon listing health across CDQ / A9 indexability / COSMO intent-coverage / Alexa discoverability, plus 2026 compliance rules (title 75-char, highlights 125-char, image defects). Pure diagnosis, zero dependencies, works offline. Trigger whenever the user mentions checking/auditing/scoring/diagnosing an Amazon listing's quality — in any language; 中文卖家说 listing 体检 / 质检 / 打分 / 诊断 / 健康度 / 质量分 时同样适用。93
23. 1511Beautiful ProseSHADOWPR0/beautiful_proseA hard-edged writing style contract for timeless, forceful English prose without modern AI tics. Use when users ask for prose or rewrites that must be clean, exact, concrete, and free of AI cadence, filler, or therapeutic tone.61
24. 1512Kilnelithril/blender-kilnMakes and fixes 3D assets in Blender, for games, the web and AR. Use when the user wants a 3D model, prop, character or GLB/glTF/FBX/USDZ file made — from a text brief, a reference image, a free marketplace (PolyHaven, Sketchfab) or AI generation — AND when they bring an existing 3D file to fix: too heavy or too many polygons (optimize, compress, LODs), broken normals, scale or origin, materials lost on glTF export, conversion between GLB, FBX and USDZ, texturing, rigging for animation, animating it (walk and idle cycles, text-to-motion, looping clips, articulated props), or inspection. Drives67
25. 1513Naskah Idnothinx/naskah-idMenulis dan menyunting karya ilmiah berbahasa Indonesia yang natural, baku (EYD V, KBBI), dan jujur: artikel jurnal SINTA, prosiding, skripsi, tesis, disertasi, proposal hibah, makalah, laporan penelitian, tinjauan pustaka, abstrak. Pakai saat diminta menulis latar belakang, merapikan bahasa bab, mengoreksi ejaan, menyunting kalimat kaku atau terasa terjemahan, atau membuang pola tulisan AI dalam naskah Indonesia (Indonesian academic writing, proofreading, EYD). Tidak mengubah angka, hasil, atau sitasi; tidak mengarang rujukan; bukan alat lolos detektor AI. Naskah berbahasa Inggris bukan bagia89
26. 1514Paper Deep ReaderLinwei-Chen/paper-deep-reader-skill为单篇学术论文生成来源可追溯、图文交错、零背景可进入且具博士级技术深度的中文或英文解读。默认按“一句话总结、背景与动机、核心方法、实验与结果、贡献与影响、结论”六部分成稿，首次出现即解释关键术语，用最小例子讲通机制，并截图、嵌入、逐一解读所有关键图表；兼容有视觉与纯文本环境。用户提供 PDF、URL、DOI、预印本标识、标题或全文并要求论文解读、精读、讲清楚、逐关键图表、方法/公式/实验解释时使用。只问局部问题时可定向回答；不用于全文逐句翻译或多论文综述。108
27. 1515Plugin Authoringivan-magda/claude-code-plugin-templateUse when creating, modifying, or debugging Claude Code plugins. Triggers on .claude-plugin/, plugin.json, marketplace.json, commands/, agents/, skills/, hooks/ directories. Provides schemas, templates, validation workflows, and troubleshooting.68
28. 1516Project MemorySpillwaveSolutions/project-memorySet up and maintain a structured project memory system in docs/project_notes/ that tracks bugs with solutions, architectural decisions, key project facts, and work history. Use this skill when asked to "set up project memory", "track our decisions", "log a bug fix", "update project memory", or "initialize memory system". Configures both CLAUDE.md and AGENTS.md to maintain memory awareness across different AI coding tools.92
29. 1517Stcdaimonia-ai/STC-Simplified-Technical-ChineseSTC（Simplified Technical Chinese，简明技术性中文）：写、改写或审阅自然、简短、准确的中文。用户要求中文审阅、精简表达、删除多余说明、统一术语或整理任务回执时使用。项目启用 STC 默认输出规则时，中文输出均适用。116
30. 1518Cn Law HubZongziForu/cn-law-hub用于查询、检索、核验、下载、导出、批量采集中国官方法律法规、规章、条约和具体法条。Use this skill aggressively when the user asks to 查法律、查法规、查条例、查规章、查条约、查法条、查第几条、找法律依据、引用法律依据、核验现行有效、判断是否废止/已修改/尚未生效、下载法规全文、导出法规目录、批量下载法规文件、按关键词检索具体法条、展开法条分析，或在中国法律咨询、案例分析、合规审查、合同审查、劳动争议、行政法分析、公司合规、数据合规、政策研究中需要调用、核验或引用中国现行有效法律法规原文作为依据。Trigger also when phrases such as 依法、依规、依照法律规定、法律法规 imply a need to verify specific statutory authority or article-level text. Covers 国家法律法规数据库 (flk.npc.gov.cn), 国家规章库 (gov.cn), 外交条约库 (treaty.mfa.gov.cn), 国务院政策文件库 (sousuo.www.gov.cn), 司法部行政法规库 (xzfg.moj.gov.cn), 党内法规库 (12371.cn), 国防部法规文库 (mod.gov.cn), 税务法规库 (fgk.chinatax.gov87
31. 1519Data2motion Litenolangz/data2motionLightweight, script-driven variant of data2motion for turning data into a smooth, on-brand animated chart (one self-contained HTML) — built for a TEXT-ONLY model that cannot see its own output. You never write HTML/CSS/SVG/animation; you extract the data, pick a chart, fill a small JSON spec, and run one build script that owns 100% of the look and the motion, so the result cannot drift from the house template style or lose its smoothness. Use to turn a number/stat/table/CSV/paragraph into a quick animated chart, data reveal, or KPI when you want guaranteed template fidelity with minimal reason92
32. 1520HTML to PPTXHasasasa/html-to-editable-pptx当用户想把 HTML 幻灯片转成 .pptx 时触发——"HTML 转 PPT"、"网页幻灯片转 pptx"、"把这个 deck 转成 ppt"、"给同事一份 ppt 副本"、"汇报不方便放浏览器"、给了 .html 路径 + 提到 ppt/pptx/演示/幻灯片。保留矢量文字可编辑、字体按需嵌入、复杂装饰自动走截图兜底；不依赖 reveal.js / 自写 deck 等具体框架。94
33. 1521LLM Wiki Managersametbrr/llm-wiki-managerBuild, maintain, and query a personal LLM-managed wiki — a markdown knowledge base where the LLM owns all writing, cross-referencing, and bookkeeping while the user curates sources. Use this skill when the user wants to (1) bootstrap a new wiki, second brain, or research notebook; (2) ingest a new source (article, PDF, paper, transcript) and update relevant entity/concept pages, the index, and log; (3) query an existing wiki and synthesize an answer with citations, filing it back if useful; (4) update the wiki when a new source supersedes a claim across multiple pages (diff-before-write sweep)72
34. 1522Shader for Interfacesv2space-labs/shader-for-interfacesDecide whether an interface effect should stay in CSS, SVG, or Canvas 2D or needs WebGL or WebGPU, then create, integrate, diagnose, and visually verify focused GPU effects inside product interfaces. Use for contained Three.js/WebGL2/GLSL or vgpu/WebGPU/WGSL surfaces, modest particles, GPU data views, and responsive canvases in TypeScript or React. Do not use for dependent passes, persistent simulations, formal render graphs, adaptive-quality systems, or renderer migrations.120
35. 1523Business Plan Skillhuaxialucaicaizi/business-plan-skillUse when creating, adapting, or filling business-plan materials (商业计划书、BP、路演材料), pitch deck content, incubator applications (孵化器申请、创业大赛、园区申请), project introductions, founder/team sections, market and competitor analysis, business models, financial projections (财务预测、融资计划), or official application forms for a startup or new venture. This skill provides a reusable structure and placeholder-based workflow rather than project-specific facts.118
36. 1524Chanlun Trading Systemnoahnan-max/chanlun-trading-system把缠论分析变成先定级别、再认结构、先写失效点的可执行研究流程。Use for A-share, HK-stock, ETF, index, or futures analysis with 中枢、分型、笔、线段、背驰、区间套、三类买卖点 and multi-level recursion, or for converting Chan theory into reproducible backtest rules. Research and study only; never issue stock tips or promise returns.80
37. 1525Graphify NovelAnshler/graphify-novelNovel writing assistant — init bible from premise, review passages for consistency, update the plot tree, manage threads and character arcs79
38. 1526Lauren Poteto Rulesunicodef1wn/lauren-poteto-rulesUse when an engineering task requires diagnosis, runtime verification, correction of recurring agent failures, or coordination of delegated coding work.93
39. 1527Lt2mdlibnyx/LT2MDConvert born-digital, scanned, or mixed PDFs into auditable Markdown while preserving reading order, equations, source-page anchors, and information-bearing images as adjacent non-original text descriptions. Use this skill whenever a user asks to transcribe, OCR, understand, or convert a PDF into Markdown, especially for scanned PDFs, image-heavy pages, formulas, multi-column layouts, page or section ranges, or token-efficient reuse. LT2MD (Long Transcribe to Markdown) is a workflow contract, not a replacement for a PDF parser or OCR/VLM backend.99
40. 1528Natural Talkchengzhi-c/natural-talk自然人味交互与去 AI 腔。消除客服腔、谄媚评判、免责包装、强制平衡与假大空套话；提供专业、平视的同行交流姿态、文本防套路准绳与叙事创作工法（支持日常对话、代码沟通与深度小说创作）；学术公文营销文案不适用。99
41. 1529Stop AI Slop ZhVincentOld/stop-slop-zh识别并消除中文 AI 写作的典型痕迹——套话、排比三件套、名词化、抽象主语、金句收尾、总分总八股——让文本读起来像有人在说话，而不是 AI 在生成。适用于公众号、小红书、知乎、公文、学术摘要、产品文案、邮件等所有中文长短文写作场景。99
42. 1530Technical Proposal Expertyanhaoluo0/technical-proposal-expert-writing-skillMUST be used when writing, drafting, or polishing Chinese formal documents. Use when the user asks for 技术标书, 投标, 招标, 技术方案, 投标书, 方案设计报告, 系统设计说明, 测试报告, 测试总结, 工作周报, 周总结, or unspecified 公文/方案/文档. Also use when the document type is unclear and a writing scene must be chosen first.88
43. 1531Travel Guidebookgeekjourneyx/travel-guidebookCreate beautifully designed travel guidebook PDFs from trip itineraries. End-to-end workflow from deep research to Playwright PDF export, featuring zero AI-generated images, Tabler Icons, inline SVG decorations, and Claude's warm parchment aesthetic. Use this skill whenever the user mentions 路书, 旅行指南, travel guidebook, 行程手册, trip planner, 自驾游攻略, itinerary book, 攻略, 出行指南, 旅行计划, 行程规划, or wants to turn trip notes into a printable guide. Also triggers for multi-day travel planning, route guides, road trip planners, 旅行攻略制作, 旅行PDF, or converting travel research into a professionally designed documen92
44. 1532100x LearningCheshireMew/100x-learning帮助用户读懂材料、研究主题、解释概念、把知识用于真实问题；也能把字幕和自动转写稿整理成忠实、连续、可读的完整来源，接入视频与社交来源，筛选值得继续学习或分享的片段，并初始化、检查和维护本机私人知识库。适用于材料讲解、概念拆解、研究核查、系统学习、实践应用、字幕整稿、知识沉淀与知识库维护；不负责文章或其它内容创作、改写润色、写作审查、选题运营、案例钩子、写作记忆和发布复盘。98
45. 1533Afu LLM TodoLearnPrompt/afu-llm-todo管家阿福(Afu)——把 Obsidian 收件箱变成活的 Wiki,再变成本周待办卡和周历:Inbox -> Wiki -> Todo Card -> Calendar 一条线。本地优先,Markdown 是唯一真源,收件箱原文不改写,导入/排期/作废/编译全部写操作日志可回滚。 触发词包括但不限于:整理我的 Obsidian 收件箱、每天提醒我处理 Obsidian 收件箱、inbox 清零、把这批资料编译成 Wiki、从笔记生成本周待办、待办卡排进周历、阿福帮我理一下 vault。 即使用户只是说"我的 Obsidian 堆了一堆没处理的东西",也应该触发。 不要用于:不涉及 Obsidian/Markdown vault 的普通待办管理(用一般 todo 工具);改写、润色、总结笔记原文(阿福只整理位置,不动原文);Notion 等非 Markdown 知识库。89
46. 1534Ama MemorySherlockwz/AMAUse AMA memory in OpenClaw to recall prior context, capture turns, inspect stored state, end sessions, or delete a user's memory when asked.115
47. 1535DeeprefineHKUST-KnowComp/DeepRefine-SkillAgent-native DeepRefine refinement loop — same control flow as DeepRefine.refine(), graphify search instead of FAISS, session LLM, dry-run review before approved graph writes.91
48. 1536Hinge Profile Optimizerb1rdmania/hinge-profile-optimizerImprove a Hinge dating profile through research-backed screenshot audits, photo selection and ordering, conversational discovery, prompt and caption writing, settings review, or post-launch troubleshooting. Use for a full profile rebuild or a focused request about photos, copy, positioning, match quality, or profile performance.88