#SkillRepo stars

1. 3841Sansheng Gemini Videosanshengai/sansheng-gemini-videoUse when 用户要用 Gemini 原生多模态联合分析本地或在线视频的画面、声音与时序，支持 YouTube 直读，以及按需下载 B站、小红书、抖音或经一次性授权解析微信视频号；触发词：分析视频、录屏质检、视频链接分析、批量验收。只要字幕、只下载、或要剪辑出片（交给 sandy-video）时不用此 Skill。5
2. 3842Scientific Figure Studiozlsjtj/FigureCraftFigureCraft 根据科学对象、关系和数据制作科研图与语义配色。适用于机制、硬件、分层材料、定量图及整套配图，交付可编辑图源和分别记录的技术、科学与视觉审阅，保留数值、拓扑和修改范围。5
3. 3843Scientific Research HelperNguyenAn2812/scientific-research-helperSupports the entire scientific research process in English, designed for undergraduate and graduate students across all disciplines. Activate this skill when the user: - Wants to brainstorm research topics, identify research questions, or define research objectives - Asks about the structure of academic papers, theses, dissertations, or research reports - Needs to review, critique, or provide feedback on a research document - Asks about research methods, sampling approaches, or research design - Needs help writing a literature review, theoretical framework, or discussion section - Wants to che5
4. 3844Security Antipatterns Pythonsubhashdasyam/security-antipatterns-pythonUse when generating Python code for web applications, APIs, or handling user input - prevents OWASP Top 10 vulnerabilities in Django, Flask, FastAPI5
5. 3845Self Driving Portfolionutdnuy/self-driving-portfolio-skillThis skill should be used when the user asks to "build a strategic asset allocation", "run a self-driving portfolio", "compare portfolio methods", "audit an SAA run", or "produce an IPS-governed policy portfolio".5
6. 3846Semantic Compressiontherealmoronto/claude-semantic-compressionApply semantic logic compression (Ovchinnikov method) when crafting prompts for LLMs or describing complex conditional logic. Use this skill whenever the user asks to: write or optimise a prompt for an LLM, compress or rewrite a task description, describe multi-condition business logic (if/and/or/not chains), or asks why an LLM misunderstood their instructions. Also trigger when the user says ‘compress the logic’, ‘write a prompt for’, ‘the LLM doesn't understand’, ‘simplify the conditions’, or similar intents. Also trigger when the user wants to use output modifiers such as →code or →no-meta,5
7. 3847SEO Tool Builderjuneadkhan/seo-tool-builderResearch and build useful free tools that attract relevant search traffic, including calculators, converters and generators. Use for tool-led SEO opportunities, a first tool page or a justified expansion plan in an existing website.5
8. 3848Shopline Paymentsboyonglin/shopline-payments-skillUSE WHEN: 用戶詢問 SHOPLINE Payments 金流串接、導轉式付款流程、建立結帳交易（sessionUrl）、 returnUrl 回跳處理、Webhook 簽章驗證、交易查詢、退款/請款/取消操作， 或整合 LINE Pay、信用卡、ATM、街口支付（JKO）等台灣在地付款方式。 DO NOT USE WHEN: 詢問其他金流服務（如綠界 ECPay、藍新 NewebPay、TapPay）、 非台灣地區金流、或 SHOPLINE 電商平台非金流相關功能。5
9. 3849Sibyl SaveSibyl-Labs/sibyl-saveSession memory sync and skill extraction for the Sibyl Memory Plugin. Injects session context into the plugin's local memory DB (entities, state, journal) through the plugin interface, then extracts reusable patterns into harness-native skills. Use at the end of a session or after a major block of work. Triggers - /sibyl-save, save session, sync memory, /sibyl-save setup, /sibyl-save preview.5
10. 3850Six Wise Mindsnightboy87/Six-Wise-Minds-SkillUse this skill when the user needs help clarifying, stress-testing, comparing, or deciding a fuzzy issue through structured multi-perspective deliberation. Use for product decisions, writing topics, project choices, demand review, personal choices, career reflections, and other decisions where facts, emotions, risks, value, alternatives, and process all matter. Do not use for simple factual lookup, pure translation, pure rewriting, direct code execution, or as final medical/legal/financial/psychological advice.5
11. 3851Skill Evolutionrwang23/skill-evolutionTurn repeated usage evidence and user feedback into reviewable Skill or harness improvement proposals. Use for Skill evolution, routing regressions, eval or hook improvements, and 技能进化或优化; not for applying changes or one-off edits.5
12. 3852Skill Guardian0xtresser/skill-guardianPre-installation security gate for agent skills. This skill should be used when the user or agent attempts to install any skill — including requests like "install X", "add X skill", "help me set up the X skill", "npx skills add", or when the agent autonomously decides to install a skill. Also triggers on skill cleanup and audit requests like "clean up my skills", "check installed skills", "any unused skills", "review my skills", or "audit my skill list". Do NOT use for MCP server installation, npm/pip package installation, or non-skill tooling.5
13. 3853Skill GuideVV1NN/skill-guideSkill navigator and guide -- automatically scans all installed skills and slash commands, then explains them in the user's native language with usage examples, workflow order, and recommendations. Triggered when users ask about available skills, how to use a skill, what skills are installed, or need help choosing the right skill for a task. Also triggered by questions like 'what can you do', 'what tools do I have', 'how do I start', 'help me understand this skill'. Multilingual: responds in whatever language the user writes in.5
14. 3854Smb Sales BoostTomsonx232/smb-sales-boost-skillFind, preview and export growing local businesses (SMB leads) from the SMB Sales Boost database through its REST API - search by keyword, location and buying signals, preview for free, export CSV/JSON/XLSX, re-download past exports, enrich lists of website URLs, manage saved searches, keyword lists, email schedules, credits and the subscription, and set up CRM and webhook integrations (HubSpot, Salesforce, Pipedrive, Zapier, n8n, Make, Pipedream, Clay, any webhook URL) that send lead data, including business contact details, outside SMB Sales Boost automatically. Requires SMB_SALES_BOOST_API_K5
15. 3855Social Media Scraperelbis330/social-media-scraper-skillSkill that pulls and analyzes all data from social media posts. Fetches content from Instagram (reel, post, story), TikTok, Twitter/X and YouTube links. Collects all metadata including text, description, comments, like/share counts, date info, hashtags. Automatically transcribes with faster-whisper and applies visual analysis with Gemini Vision on posts containing video or audio. MANDATORY TRIGGERS: whenever a social media link is shared (instagram.com, tiktok.com, x.com, twitter.com, youtube.com, youtu.be), "read this tweet", "fetch this reel", "analyze this video", "look at this post", "what5
16. 3856Solar Adsorption Cooling Systemdungnotnull/solar-adsorption-cooling-system-agent-skillSolar Adsorption Cooling System Design & Operation — Solar Adsorption Cooling & Refrigeration Engineering evidence-backed analysis harness. Use this skill whenever the user asks about solar adsorption cooling systems, adsorption chillers, solar thermal cooling, refrigeration system design, adsorbent pair selection, COP optimization, or any solar cooling engineering analysis. This includes sizing systems, selecting adsorbent/adsorbate pairs, analyzing cooling capacity, evaluating thermal sources, or comparing solar cooling technologies.5
17. 3857Stale Brainstalebrainlabs/stalebrainAudit AI agent memory and instruction files: CLAUDE.md, AGENTS.md, .cursorrules, GEMINI.md, copilot-instructions.md and every other major agent's memory files (13 agents, 18+ file locations) against the live repository. Use when the user runs /stale-brain or asks to audit, verify, refresh, lint, or fix agent memory, rules, or instruction files; when they complain the agent "ignores rules", "keeps getting it wrong", or that instructions "feel outdated"; and mid-task, whenever an instruction in a loaded memory file contradicts observed reality (a referenced path is missing, a named script doesn'5
18. 3858Startup Application Coachbetahope/startup-application-coachHelp founders write stronger applications to startup programs, accelerators, incubators, and pre-accelerators. Use when a founder is drafting, reviewing, critiquing, or getting unstuck on any accelerator application question, or working on a founder, team, or demo video. Triggers include answering an application question, reviewing a draft, framing traction, describing a problem or solution, planning a video, or any mention of a startup program application. Use even when no specific program is named, as long as the context is a startup program application. Also triggers when the user mentions 5
19. 3859Ste Writing1fc0nfig/ste-writingRewrite prose (docs, READMEs, PR descriptions, error messages, release notes, comments, commit messages, changelogs - never code) into ASD-STE100 Simplified Technical English to remove "AI slop". Use when asked to make writing not sound like AI, make docs clear or plain, remove slop or fluff from text, enforce a controlled writing style, or write technical documentation that reads human. Two modes - strict (procedures, safety, error messages) and STE-flavored (general prose).5
20. 3860Stelejohnwangwyx/steleDurable project and task state kept as plain markdown in the repository - a PROJECT_CONTEXT.md of standing facts, a generated TASKS.md census, and one file per task holding its goal, current state, failed attempts and steps. Every step is written before the work it describes rather than at session exit, so a session killed by a rate limit or a crash still leaves the next agent — in any harness — enough to carry on. Invoke only when stele is named — the user asks to manage(init) a project with it, asks to resume or continue where it left off, or a project instruction file points at a stele/ dir5
21. 3861Stop Vaguesumanbukka/stop-vagueRewrites vague workplace feedback (performance reviews, 1:1 notes, peer feedback, promotion write-ups) into specific, behavioral, actionable feedback. Use when the user pastes feedback that sounds like "great job", "needs more ownership", "be more strategic", or asks to sharpen, fix, or score feedback before delivering it ("use stop-vague", "sharpen this feedback", "score this feedback").5
22. 3862Story Masteridonafraid-create/story-masterProfessional agent skill for story development and script doctoring. Active for writing novels (写小说), screenplays (剧本), or analyzing 7 key steps (七大步骤), 22 steps (22步情节), four-corner opposition (四角对立), moral arguments (道德议题/主题), symbol networks (象征网络), scene weaving (场景编排), and symphonic dialogue (交响式对白).5
23. 3863Story StructuringXueweiW-21/socratic-questioning-story-structure苏格拉底式提问技能，帮助小说创作者（尤其是同人文作者）通过引导式对话梳理故事思路。适用于中短篇网络小说（2,000–50,000字）。当创作者想要梳理剧情、整理大纲、或理清故事结构时触发。触发短语包括："帮我梳理剧情"、"我想写一篇文"、"帮我理思路"、"故事大纲"、"剧情结构"、"我有一个故事想法"等。当用户提及同人文、大纲、剧情梳理、起承转合，或希望在不让AI生成内容的前提下整理叙事结构时，也应触发此技能。5
24. 3864Study Assistantplanetis-m/study-assistantStudy assistant workflow for turning provided study material into exam-focused deliverables such as verbatim transcriptions, study notes, lecture-style explanations, ELI5 explanations, flashcards, Mermaid mind maps, quizzes, and essay questions.5
25. 3865Superpartnercoffeeandburger72/superpartnerBuild a living profile of your partner from chat history. Analyze personality, interests, important dates, and generate gift ideas and dating plans. Supports WhatsApp, WeChat, and LINE exports.5
26. 3866Taoci Letterjielosc/taoci-letter为保研、考研、申博、读研或暑研申请生成个性化的导师联系邮件。用户要给导师/教授写套磁信、联系信或申请邮件，或提到“套磁/套磁信/陶瓷信/contact a professor/cold email professor”时使用。5
27. 3867Tensor Network Researchhaotong-Duan/tensor-network-researchUse when the user asks about tensor networks, tensor decompositions (CP, Tucker, HOSVD, HOOI, Tensor Train / TT, Matrix Product State / MPS, Tensor Ring / TR, Hierarchical Tucker / HT, PEPS, MERA, TTN, LPS, PARAFAC, randomized / streaming / sparse / nonnegative / orthogonal decompositions), tensor optimization on manifolds (Riemannian, Grassmann, Stiefel, fixed-rank, quotient, ALS, block coordinate, proximal, trust-region, projected gradient, Łojasiewicz / KL convergence), numerical linear algebra for tensors (SVD, QR, eig, polar, randomized SVD, Lanczos, Arnoldi, preconditioning, matrix compl5
28. 3868Tiktok Ugc Seedancexigua0626/tiktok-ugc-seedanceConvert a target ecommerce product and one TikTok competitor video into a TikTok Shop UGC strategy package: product positioning, category/search keywords for finding competitor videos, competitor video transcript and conversion-structure breakdown, 15-second English UGC voiceover script, visual shot plan, and Seedance 2.0 prompt. Use when the user provides a product link/image plus a TikTok reference link, asks to analyze a competitor TikTok video, write UGC TikTok scripts, or turn the script into Seedance prompts for cross-border ecommerce ads.5
29. 3869Tikz Scientific FiguresPM-Shawn/tikz-scientific-figuresCreate publication-grade scientific figures and schematic diagrams with TikZ/PGFPlots, output as vector PDF (and SVG for visual editing). Use when the user wants a figure for a paper/thesis/report, a data plot (line, scatter, bar, error-bar, heatmap, log axis), a circuit diagram, a flowchart or block diagram, a free-body/force or geometry schematic, a biology figure (immunofluorescence/tissue, cell, signaling pathway, gene or plasmid map), a CS/ML figure (neural network, system architecture, finite-state machine, tree, graph), or a molecular structure — especially when they mention TikZ, PGFPl5
30. 3870Tradingagents Codexwenyupapa-sys/tradingagents-codex-skillRun the local TradingAgents Codex fork for multi-agent stock and ETF research. Use when the user asks to analyze tickers with TradingAgents, run codex-analyze, batch stock/ETF research, summarize TradingAgents reports, validate the TradingAgents Codex setup, or turn QQQ/TSLA-style full-chain analysis into a repeatable workflow.5
31. 3871Tribeunaltribeunal/mcp-serverUse when a decision needs more than one opinion — a dispute between two parties, a verdict or ruling someone will act on, a team decision nobody can settle, a poll or a vote, an arbitration clause, an escrow release waiting on who is right, or any question better answered by a jury of people and AI agents than by a single model, even if they never say Tribeunal5
32. 3872Trip Planner CnChenYiming-aaa/better-trip-planner境内旅游计划全流程制作（仅支持中国大陆境内行程 / domestic-China-only build）: 把"我想去某地玩 N 天"变成经过核验、逐项可预订的行程——城市路线骨架,高铁/机票/自驾 交通决策(12306 与携程/Trip.com/去哪儿深链),小时级每日时间线(开放时间、停留时长、 假日调休冲突、高德/百度逐跳导航链接+离线KML),按街区筛选的住宿,预算汇总,带深链的 预订清单,以及把成品渲染成设计页面(七种主题:illustrated / clay / noir / glass / journal / zine / splash — 插画/黏土/夜航/玻璃/手账/Zine/闪屏,全部纯图文、无视频)。 Use this whenever the user asks to plan a domestic trip (境内游/周边游/自驾游/高铁游), 排一个旅行日的小时级时间表,填一个空闲时段("我在 X 附近有 2 小时空档"),or turn a finished plan into a designed page, or asks 旅行规划/行程安排/机票火车票比价/去某地玩 N 天怎么安排/把行程做成好看的网页 — even if they only mention one piece, the playbook and verification rul5
33. 3873UI Design IntelligenceDevvNirvana/tvastar-design-claude-code-skillWorld-class UI/UX design intelligence — Tvastar v4.0. TRIGGER on: /design /preview /approved /apply /review /ship /component /heal /tokens /dark /a11y /cro /color /typography /motion /extract /storybook, build page, build component, landing page, hero section, dashboard, nav, card, animation, dark mode, layout, color palette, typography, redesign, make it look better, add animations, style this, improve UI, add polish, professional look, modern design, review my code, check before deploy, is this ready to ship.5
34. 3874Upgrade Libxposed 102Marukon/skill-upgrade-libxposed-102Comprehensive guide and standard procedure for upgrading Android Xposed modules from legacy XposedBridge API (54-93) to modern LibXposed API 102 (LSPosed 1.9.3+ / Modern Xposed Module API). Use whenever the user asks to upgrade an Xposed module to API 102 or Modern Xposed API.5
35. 3875Use Hln APIHLnames/use-hln-apiConsult & operate against the Hyperliquid Names API. Use when your agent needs to resolve `.hl` names, reverse-resolve addresses, fetch HLN profiles or records, inspect owner or list queries, diagnose HLN API failures, prepare a mint-pass request, or guide HyperEVM dApp integration with HL Names.5
36. 3876Video Debugvladzima/video-debugUse when the user references a video, screencast, screen recording, or any path ending in .mp4, .mov, .webm, .mkv, or .gif — especially when asking to debug a UI bug, visual glitch, or reproduction recording. Extracts key frames via ffmpeg scene detection so the agent can visually inspect what went wrong.5
37. 3877Video GIF Studiomiles990/video-gif-studioPlan scripts and storyboards, analyze music cue points, create character animation and game sprite exports, or edit existing video. Use for GIF, APNG, transparent frames, sprite sheets and video deliverables from text, images, video or music. Grok is the default motion source; other available video tools, image keyframes and local media are alternatives.5
38. 3878Video Reverse Engineeringwhaojie797-design/video-reverse-engineering逆向拆解一条视频的拍摄与制作方法：给定一个视频链接，下载并抽取关键帧、字幕与音频，产出(1)分镜脚本、(2)可直接用于AI绘图/生图工具的制图提示词（含图生视频运镜提示）、(3)完整复刻/仿拍制作指南。当用户丢来一个视频网址（YouTube、B站/Bilibili、抖音、快手、小红书、TikTok、Instagram Reels等）并表达"分析这个视频""这个视频怎么拍/怎么做的""拆解一下这个视频""复刻/仿拍这个视频""学习这个视频的运镜和风格"等意图，或英文 analyze/breakdown/reverse-engineer/recreate this video 之类请求时，都要主动使用本Skill——即便用户只发了一个链接、没有说"拆解"两个字，只要意图是理解或复刻视频的制作方法而不是单纯想要内容摘要，就应触发。5
39. 3879Visual Identity Designerali4o/visual-identity-designerBuild a professional, precise visual identity (brand identity) for a project, startup, or business — logo direction, color system, typography, application mockups — via a structured 9-stage agency workflow ending in two polished deliverables — a Brand Identity Guide and a Design Language System (built with the docx skill, in the user's chosen language). Trigger any time the user attaches, pastes, or describes a project idea/brief and asks for a "visual identity", "brand identity", "logo", "branding", "brand kit", "brand guide", "design language system", "هوية بصرية", or similar — even without 5
40. 3880Web API ExtractorSH-DaWushi/web-api-extractorExtract web API traffic through browser authentication and CDP capture, analyze endpoints, and generate a Python FastMCP server.5
41. 3881Web Security Reviewergoingli0324/web-security-reviewer對使用者自己的程式碼做防禦性安全審查，檢測資安漏洞、資料外洩風險、壓力／效能風險與程式品質，並產出「依嚴重度排序的風險報告 ＋ 修正後程式碼」。涵蓋 Google Apps Script（Workspace 自動化）、前端 HTML/CSS/JS、後端 API（Node/Python/PHP 等）。特別適用於「使用者用 AI 生成 / vibe coding 寫出來、希望更安全、避免被攻擊或破壞」的網頁程式碼。MANDATORY TRIGGERS：使用者要求「檢測程式碼安全」「幫我看這段 code 有沒有漏洞」「防止資料外洩」「review 我的網頁／後端程式」「這段會不會被攻擊／被駭」「加固 / harden」「壓力測試」「優化程式碼安全性」「個資會不會外洩」「這是 AI 寫的幫我看安不安全」，或貼上一段前端／後端／Apps Script 程式碼並要求審查、找漏洞、修正建議、加固時，都要套用此 skill。即使使用者沒明說「資安」，只要意圖是審查或加固自己的程式碼，就觸發。SCOPE：本 skill 僅用於防禦性檢測——找出並修補使用者自己程式碼裡的漏洞；不協助撰寫可直接攻擊用的 exploit、不協助繞過資安機制。本 skill 同時是 agentic-dev-loop「Verify 雙閘」的安全閘：當該編排器要在部署前驗證安全／個資時會呼叫本 skill；使用者單獨要求安全審5
42. 3882Wechat Article StudioLostSirius/wechat-article-studio-skillCreates or revises polished Chinese WeChat Official Account articles from briefs, notes, documents, reference posts, and image folders. Use when the user asks to write, humanize, typeset, beautify, preview, or prepare a 微信公众号/公众号 article; reduce AI-like prose; reproduce an editorial visual direction; process article images or slideshow GIFs; or generate paste-ready inline-style HTML. Covers evidence checking, voice matching, editorial rewriting, layout planning, image preparation, deterministic rendering, WeChat compatibility checks, and iterative quality review.5
43. 3883Wikipedia Not AIValpep/wiki-ai-detectorDetect AI-generated text by identifying characteristic patterns, phrases, and structural tells from LLMs like ChatGPT, Gemini, and others. Use when the user wants to check if a text was written by AI, audit content for AI tells, clean up AI-generated writing to make it less detectable, understand what makes text sound AI-generated, or review emails, articles, reports, marketing copy, or any prose for AI markers.5
44. 3884Workbuddy Skin Skillzhangxiaoqiang1991/workbuddy-skin-skill在腾讯 WorkBuddy 内生成、应用、验证、导出和恢复可逆的定制 Skin。当用户提到 WorkBuddy Skin、皮肤、美化、暗色模式、界面配色、上传图片换肤、明星图片或明星风格定制、二次元风格、联网搜索灵感或恢复原生界面时使用。5
45. 3885Workplace English WingmanRorogogogo/workplace-english-wingmanImprove, rewrite, and explain workplace English for an English-as-a-second-language professional in Australia. Use when the user asks to polish, fix, rewrite, improve, or check work emails, Slack or Teams messages, follow-ups, replies to managers or stakeholders, technical explanations, status updates, polite chasing messages, questions, pushback, issue explanations, or similar workplace communication for Australian companies. Ask targeted clarifying questions before rewriting when the intended meaning, recipient, action, deadline, blame, commitment, or technical conclusion is unclear.5
46. 3886Workshop Air Pollution Monitoringdungnotnull/workshop-air-pollution-monitoring-agent-skillProduction-grade skill registry & harness for Industrial Workshop Indoor Air Quality & Safety — registers, resolves, executes, and validates skills/tools/hooks with typed JSON-Schema contracts, a chain-of-thought router, lifecycle hooks, and a self-improving knowledge pipeline. Trigger whenever a user wants workshop air-pollution monitoring, exposure-limit assessment, ventilation/LEV design, IAQ sensor & alert setup, or PPE selection — even without naming the skill.5
47. 3887World Events Briefingchenxihuang1028-a11y/world-events-briefingUse when the user wants a country / major-world-events news briefing ("全球时事简报") — armed conflicts, elections, disasters, business/economy, law/crime — pulled from Wikipedia's human-curated "Portal:Current events" daily pages and the GDELT DOC 2.0 article-search API. This is NOT the AI/tech skill (that's the sibling ai-news-briefing). One of only two Skills in the collection that calls the network (skill.json permissions.network=true) — it still needs zero user API keys. Offline fixture mode is available for fully deterministic, zero-network runs.5
48. 3888Xiaomimimo Extendedhecaodong/xiaomimimo-extendedXiaomi MiMo API toolkit: web search, image / audio / video understanding, and TTS speech synthesis. 调用小米 MiMo API 的隐藏能力 —— 联网搜索、图片识别、音频转写、视频分析、语音合成(TTS)。 Trigger phrases — 触发词: EN: mimo search, web search, image analysis, screenshot OCR, audio transcription, meeting summary, video analysis, tutorial extract, text to speech, voice clone 中: mimo 搜一下 / 联网搜 / 看看这张图 / 这段录音说了啥 / 转写 / 提取视频步骤 / 合成语音 / 念出来 / 克隆音色5