#SkillRepo stars

1. 1729Tgclikfastov/tgcliTelegram CLI for reading/searching messages, syncing archives, and sending or downloading files. Use when the user asks about Telegram chats, messages, contacts, groups, or files.44
2. 1730Animated Short Filmsonlovinbot-team/Muse-animated-short-filmSkill dựng phim hoạt hình ngắn từ đầu đến cuối trên Muse AI: thu thập yêu cầu (thời lượng, ngôn ngữ, tỷ lệ khung hình), vẽ character sheets, chốt kịch bản story bible, keyframes, mega prompt từng cảnh, generate video, làm VO, dựng phim bằng ffmpeg. Tác giả: Đặng Hữu Sơn. Dùng khi user muốn làm phim hoạt hình ngắn từ con số 0 trên Muse AI.43
3. 1731Clabmberneti/clabAI-powered review of self-hosted GitLab merge requests. Fetches MR diff, applies project-specific rules, posts inline comments. Can analyze past MRs to generate review rules.54
4. 1732Database SentinelFarenhytee/database-sentinelMulti-backend database security auditor. Audits Supabase, Firebase (Firestore/RTDB/Storage/Functions/Remote Config), MongoDB (self-hosted + Atlas), self-hosted PostgreSQL, and self-hosted MySQL for RLS/rules misconfigurations, exposed credentials, auth bypasses, MongoBleed (CVE-2025-14847), pgBouncer CVE-2025-12819, mysql_native_password drift, ghost auth, and storage exposures. Use this skill whenever the user mentions database security, RLS or rule audits, security review, penetration testing a vibe-coded app, checking if their DB is exposed, hardening a backend, fixing security rules, or au51
5. 1733Explodeddiip3sh/explodedTurn a real, rendered UI component (button, input, switch, card, menu, dialog, any React/Vue/HTML component) into a live, interactive exploded spec sheet. The component is pulled apart in isometric into its paint layers (elevation, surface, stroke, inner surfaces, content, focus ring), every state (hover, focus, pressed, disabled, invalid, on/off) can be switched, and every measurement (padding, radius, gap, type, shadow, ring) plus the design token the author actually wrote is read from the browser, never typed. Use this whenever someone wants component documentation, a design-system or Story59
6. 1734PaperbananaPlutoLei/paperbanana-skillUse when user needs academic diagrams, methodology figures, statistical plots, or presentation slides from text descriptions or data files. Also use for evaluating generated figures against references.59
7. 1735Powerskillsaloth/PowerSkillsWindows automation toolkit for AI agents. Provides Outlook email/calendar (COM), Microsoft 365 mail/calendar/Teams/SharePoint/OneDrive via Work IQ CLI, Edge browser (CDP), desktop screenshots/window management, and shell commands via PowerShell. Install this for the full suite, or install individual sub-skills (powerskills-outlook, powerskills-workiq, powerskills-browser, powerskills-desktop, powerskills-system) separately.48
8. 1736Prompt RefineApeironics/prompt-refine-skillSilently restructures the user's natural-language prompt into the format the model CURRENTLY running this skill handles best, then answers. On activation it identifies which model family is executing it (Claude, GPT, Gemini, Llama, DeepSeek, Mistral, Qwen, Grok, Perplexity, Kimi, GLM, Command, Nova, or Phi) and loads that one model's official strategy — so the optimization always matches the model that actually runs it. Activate with /prompt-refine. Use when users want better answers without learning prompt engineering.52
9. 1737Cnki Aigc Rewriteqingshanliuci/cnki-aigc---skill改写中文学术论文中被知网AIGC检测器标为"红色显著"的段落，目标是将AI率落出红色区间且不改变事实/数字/术语/引用。基于实战将20.6%降至10.1%（净降10.5个百分点）的工作流提炼。使用场景：用户提到"知网AIGC""降AI率""红色显著""降重"或贴出AIGC检测报告片段时触发。51
10. 1738Feeldiip3sh/feelBuild UI interactions whose motion comes from a physical model instead of durations and easing curves. Turn a feel described in words ("a toggle that feels heavy", "a drawer with a magnetic snap", "a card you throw into a corner", "a knob with heavy detents", "a sticky slider") into a production component driven by mass, stiffness, damping and force fields (magnets, friction, walls), on a line, in a plane or around a dial, plus a test rig that plots position, velocity and the force field, overlays the model's prediction on the measured motion, and exports the same spring to Framer Motion, reac61
11. 1739HandoffToolMonsters/handoff-skillGenerate a complete handoff document of the current conversation so another LLM (ChatGPT, a fresh Claude, Gemini...) can pick up exactly where this one left off. Use when the user types "handoff", says the session is almost full, mentions hitting the context/usage limit, or wants to continue this conversation in another AI.43
12. 1740Look Tongji NotesWALKERKILLER/Look-Tongji-Notes9-command agent skill suite for Tongji Look (look.tongji.edu.cn): setup, list, transcribe, take notes, manage materials, build course wiki, create cheat sheets, batch-process entire courses, and deploy course wiki to GitHub Pages.51
13. 1741Niubiskillnathanskill/niubiskillFind the most valuable commercial insight and the monetization point closest to lawful revenue for a project, product, service, website, community, content account, open-source tool, or business idea. Use when a user asks how to monetize, who pays, why people do not buy, what to charge, whether to keep building, what to stop, what to do next, or asks to continue or deepen an earlier business analysis. Answer the user's actual question before asking for more information and carry the analysis forward without repeating it. When the buyer, purchased result, or delivery ability is unknown, do not 43
14. 1742SEO Geo Optimizer199-biotechnologies/claude-skill-seo-geo-optimizerAudit and optimize content for SEO, GEO (generative engine optimization), and AEO (answer engine optimization). Use when user asks to "audit SEO", "check search visibility", "optimize for AI search", "generate schema markup", "validate metadata", "extract keywords", "optimize for Perplexity/ChatGPT/Gemini", "check Open Graph tags", "submit to IndexNow", or mentions SEO, GEO, AEO, or search optimization. Do NOT use for creating new content from scratch or image optimization.51
15. 1743World Model MethodRenhuai123/world-model-methodA general-purpose working mode that makes the assistant produce output the "world-model way" — define an explicit goal and cost, build an abstract model of the situation, predict the consequences of several candidate approaches, search/optimize for the best full plan, and only then render the concrete output — instead of generating it token-by-token off the top. This operationalizes Yann LeCun's objective-driven / world-model / planning ideas (JEPA, "A Path Towards Autonomous Machine Intelligence") as a reusable prompt-level method for ANY non-trivial task: important writing, decisions, strate49
16. 1744Better Github SkillAVGVSTVS96/better-github-skillGitHub work via gh CLI: PRs, review conversations, CI failures, repo state. Use when inspecting a PR, reading a review (bodies, comments, inline threads), debugging CI (finding which run failed, why a check or Actions run is red, reading job logs), or composing non-trivial gh commands. Scripts cover what raw gh can't do (thread resolution state) or reliably fumbles (PR snapshots, CI log drilldown); use raw gh directly for everything else.52
17. 1745Comprehensive Thinkingsyzkillall/comprehensive-thinking-skillUse when Codex must make a high-quality judgment on any complex problem, not only technical problems. Trigger when a question has high complexity, uncertainty, cost of being wrong, long-term impact, value tradeoffs, possible structural causes, or when the user asks for 全面思考, 深度理解, 系统性分析, 帮我想清楚, 从根上看, 这件事到底怎么看, 方法论, 复杂问题拆解, 系统方案, 架构判断, 策略判断, or 根因分析. Also trigger for project and engineering high-risk scenarios such as multi-module, multi-environment, multi-data-source, multi-state, financial truth, live trading, ledger, revenue, customer assets, order governance, broker interfaces, online avail48
18. 1746Conference WatchZsun79/ConferenceWatchWatch and report on upcoming AI/ML conferences: submission deadlines (every stage), dates, location, special sessions / calls for papers, official links, and a 5-year acceptance-rate trend. Use when the user asks about future AI conference deadlines, wants to plan submissions, compare venues, or track a set of conferences by area/reputation/difficulty. Works in any agent that has a web-search / web-fetch capability (Claude Code, Codex, etc.).67
19. 1747Genesis Architectmaioio/genesis-architectUse when starting a new project. Genesis finds real production failures from similar GitHub repos, then builds a working MVP immediately - not just documents. Two modes: fast-mvp (5 min research cap, builds right after) and deep-research (full analysis). Success = user can run the project. Triggers on: "genesis init [vision]", "I want to build X", "scaffold", "new project", "set up project", "start building", "create a tool", "make a CLI", "bootstrap", "בנה פרויקט", "צור פרויקט", "התחל פרויקט".48
20. 1748Kitty Has a Jobpurple-sunset-now/kitty-has-a-jobJob search copilot that scores a posting for fit, tailors the user's .docx CV according to best practices, logs applications in a tracker (Notion or local CSV), syncs statuses from Gmail, reports funnel stats. Use when the user shares a job posting, asks "should I apply", to tailor their CV, for application stats, to set up or sync their tracker, says "hello kitty" (starts setup), or asks for a cat fact. Not for cover letters, interview prep, salary negotiation or career advice.50
21. 1749Malware Analysisgl0bal01/malware-analysis-claude-skillsOrchestrate the complete malware analysis lifecycle across triage, dynamic analysis, detection engineering, and report writing. Use as the single entry point for any malware analysis task — routes to specialized sub-skills by file type and phase, carries findings between phases, and supports multi-sample batch workflows.54
22. 1750Package Talking Head Videozhouyuechuan2025-ui/ai-self-media-video-packaging-skillUse when packaging center-presenter talking-head video plus SRT into an MP4, or SRT into a transparent overlay, with source-based copy and verified delivery.48
23. 1751Personal Site BuilderSpaceZephyr/personal-site-builder把个人简历、社交媒体、作品集和日常产出，做成一个可直接部署的个人网站。先访谈收资料并核实证据，再按「网站目标 × 内容深度」定信息层级（求职 / 作品集 / 个人介绍 / 个人记录 / 咨询获客 / 内容创作者），然后定视觉风格生成静态站点，最后浏览器验收、经授权后部署。视觉风格可以从内置的 6 套里选、按品牌对标，或**由用户提供的参考网址、截图、设计规范中提取**。当用户说"做个人网站"、"个人主页"、"简历做成网站"、"personal website"、"portfolio 网站"、"about me 页面"、"把我的简历和社交媒体做成网站"、"重做我的个人站"、"照着这个网站的风格做我的主页"、"参考这个站的设计"时触发。49
24. 1752Procedural CloudsCK42BB/procedural-clouds-threejsGenerate beautiful procedural clouds in Three.js using WebGPU raymarching with WebGL2 billboard/mesh fallbacks. Covers all 10 major cloud genera (cumulus, stratus, cirrus, cumulonimbus, stratocumulus, altocumulus, altostratus, nimbostratus, cirrostratus, cirrocumulus) with physically-inspired lighting including silver linings, god rays, sunset coloring, and Mie/Rayleigh scattering approximation. Provides volumetric raymarching, billboard impostor, and mesh-cluster rendering paths with animated drift, morphing, and dynamic formation/dissipation. Use when building skies, cloudscapes, weather sys49
25. 1753Website Auditappariciojunior/website-audit-skillComprehensive website content and UX audit. Use this skill whenever someone asks to review, audit, check, or improve a website, landing page, or web product. Triggers include: "audit my website", "review my site", "check my content", "is my website ready to launch", "what's wrong with my site", "content review", "UX review", "website feedback", "check for broken links", "check for lorem ipsum", "review my copy", or any request that involves evaluating an existing website's content quality, UX structure, copy, or readiness for launch. Also trigger when someone shares a URL and asks for feedback49
26. 1754Work with Design Systemsnatdexterra/work-with-design-systemsInspect, build, or extend Figma design systems — and optionally sync them to code. Two modes in one skill: inspect mode (read-only audits with WCAG checks, component scoring, detached instance detection, handoff docs) and build mode (creating components with variable bindings, slot-based composition, structured descriptions, validation, and optional export of tokens.css + AI rules to the user's codebase). Use when the user says 'audit my design system', 'check component quality', 'create design system', 'build DS in Figma', 'generate component library', 'add slots to my components', 'sync desi52
27. 1755Call Meradres/call-meCall or text your human's actual phone (iPhone or Android) and handle replies from the /call-me app. Use when the user says "call me", "ring me", "phone me if something comes up", "text my phone", asks the agent to stay reachable, wants something read out loud (an update, a summary of the day ahead), or sends an inbound /call-me message or voicemail. The phone rings through CallKit, spoken answers return as transcripts, and channel-enabled hosts deliver later messages directly into the active agent session.27
28. 1756Clawpilotkcchien/clawpilotExpert skill for OpenClaw (v2026.2.19) — self-hosted AI gateway connecting chat apps (WhatsApp, Telegram, Discord, Slack, iMessage, Signal, LINE, Matrix, Teams, Google Chat) to AI agents. Use when user asks about: installing/configuring/updating OpenClaw, setting up or troubleshooting chat channels, security hardening and auditing, inspecting openclaw.json config or prompts (SOUL.md/AGENTS.md), multi-agent routing and session management, cloud deployment (AWS/GCP/Fly.io/Docker), upgrading versions, or discovering ClawHub skills. Includes bundled scripts for security audit, config inspection, a48
29. 1757Humanize Chineseswaylq/humanize-chinese中文去 AI 腔一整套（装完即用，零 API Key —— 装了本 skill 的 agent 自己就是那个 LLM）。 六个流程：① 生成即去 AI —— 写中文时按本 skill 的写作指南落笔，初稿就不带 AI 腔； ② 复查改写 —— 产出后对照本 skill 的清单再过一遍，定点拆模板句式； ③ Python 词语替换 —— ./humanize replace 按文体自动路由词表（学术 120+ 条 / 通用 220+ 条），只做短语级、只在子句边界替换，改完自动核对数字/专名/段落； ④ Claude 腔转中文 —— 把 Claude 助手腔的中文改写成平实中文， 规则提炼自 gvzdv/claudish-to-english 并本地化； ⑤ 去水印 —— ./humanize watermark 扫清零宽字符/双向控制符/同形替身， 并对照 guillaumemeyer/watermarks-remover 说明统计水印的边界； ⑥ 纠错顺句 —— 修错词、病句、标点，拗口和用词不准处轻手顺一顺；改动范围有硬校验。 另有检测（0-100 分）、风格转换、学术降重等 CLI。 Use when user says: "去AI味", "降AIGC", "人性化文本", "humanize chinese", "AI检测", "AIGC降重", "去除AI痕迹", "文本29
30. 1758Lyric Video DirectorShadoW-Shinigami/lyric-video-directorUse when creating a stylized lyric video from a song file, lyrics, and rough lyric timings. Directs the complete workflow: normalize timings, analyze musical gaps and song structure, establish a visual bible, use GPT Image 2 to design creative final typography compositions and reference assets, animate words and graphic elements with Gemini Omni Flash reference-to-video, preserve exact lyrics through adaptive text-safety, assemble against the untouched master song, and verify synchronization, legibility, spelling, coverage, and audiovisual quality. Also use for kinetic-typography and instrumen47
31. 1759Math Modeling Skillanticipate218/math-modeling-skill数学建模竞赛全流程助手：审题选题、模型选型与求解、结果检验（误差/灵敏度/稳健性）、论文写作与提交自检， 覆盖国赛 CUMCM、研赛华为杯、美赛 MCM/ICM。当用户准备建模竞赛、写建模论文、问赛题思路、写摘要、 做灵敏度分析、选模型、检查论文格式或提交前自检时使用——即使没说"数学建模"三字也应使用。55
32. 1760Motion Videofarhan-syah/motion-video-skillTurn a short brief, plus optional screenshots, design references, logo, music, footage or voiceover, into a directed motion-graphics MP4. Works from the user's material and researches only the gaps, directs a concept, builds HTML/CSS/SVG scenes and renders them frame-exact with headless Chromium and ffmpeg, with synthesized motion sound effects. Use for product teasers and launches, feature explainers, app demos, tutorials and lessons, data stories, event and announcement videos, social reels and ads, kinetic typography, isometric or keynote-style videos, and music-synced edits. Not for static48
33. 1761Pencilplaybookstevembarclay/pencilplaybookPencilPlaybook is the UI Skills / Taste-Skill for Pencil.dev + Claude Code — a design playbook that gives Claude real perceptual psychology and senior-level guardrails so it stops producing averaged-out AI slop.53
34. 1762Rodya Caijing Studionekopunch11/rodya-caijing-studio财经内容台——面向个人投资者、研究人员与券商投顾/客户经理的 A股+港股专业研究和内容生产工具包。用于全面分析公司基本面、点评财报、判断估值位置、排查财务风险、梳理产业链、体检 A股/港股新股；所有使用者默认获得同一专业研究内核和研报级 docx，客户合规版按需生成，卡片/文案/PPT 按用户点名触发。稳定命令：/caijing:fundamental、/caijing:earnings、/caijing:valuation、/caijing:risk、/caijing:industry、/caijing:ipo-a、/caijing:ipo-hk。46
35. 1763Secscanatgreen/secscan-skillIn-session, token-efficient LLM security scan of a repo (SAST triage). A lightweight, native Claude Code pipeline — survey → threat-model → deep-dive → adversarial-verify → report — using Read/Grep/Glob (and optional subagents), no external tooling. Use when asked to "security scan", "find vulnerabilities", "SAST", "audit this code for security", or "secscan".51
36. 1764Ue5 MCPibrews/ue5-mcpField manual for driving Unreal Engine 5.7 / 5.8 through MCP. Engine-level gotchas, silent-fail edges, crash patterns, and the call sequences that actually work — applicable regardless of which MCP server you're using (Epic's official ModelContextProtocol plugin, custom servers, or anything else). Auto-trigger when Unreal Engine MCP tools are detected in a session, or when the user mentions Unreal Engine, UE5, Blueprints, Niagara, MetaSound, materials, or any UE editor automation workflow. This skill contains hard-won knowledge from real debugging sessions — most entries trace back to an actua47
37. 1765Coc Kp HostSumanasJ/coc-kp-hosthost chinese call of cthulhu and similar investigative tabletop rpg sessions as kp/keeper. use when the user asks to start, continue, simulate, or play a coc scenario, wants chatgpt to be kp, asks for preset investigator cards, npc teammates, dice checks, horror investigation pacing, solo/co-op tabletop roleplaying, or persistent pre-session prep/project folders for a campaign. ask only the minimum setup questions: whether the user wants a custom investigator persona and how many npc teammates; otherwise handle scenario selection, character card creation, npc teammates, dice, pacing, narration51
38. 1766Crushable Wingmanyxp934/crushable-wingman-skillDating wingman and texting coach. Use when the user asks for reply suggestions, message rewrites, DMs/openers, chat analysis, relationship health analysis, or date ideas, and when they provide chat screenshots to extract and structure before coaching. Prioritize context-first coaching, a concise case file, and 2-4 clarifying questions when information is missing. Reply in the user's language.46
39. 1767JiraSpillwaveSolutions/jiraManages JIRA issues, projects, and workflows using Atlassian MCP. Use when asked to "create JIRA ticket", "search JIRA", "update JIRA issue", "transition issue", "sprint planning", or "epic management".46
40. 1768Linux Phone Portingangelwzr/linux-phone-portingUse for every hardware bring-up or debug session that ports mainline Linux to a phone or tablet. Retail-unlock targets require an already-unlocked bootloader; locked retail bootloaders are out of scope. Exploit-booted and firmware-booted targets require a demonstrated boot path; the skill never provides unlock or exploit steps.54
41. 1769Meta SkillsCheshireMew/meta-skills用于判断一项能力应由模型或 Agent、确定性程序、软件或服务还是组合完成，并选择提示词、模板、Skill、CLI、API、GUI 或插件等合适包装与入口；也用于在创建前查找已有方案，完整理解、创建、改造、审查、蒸馏、迁移、评估和分发 Codex/Agent Skill。用户想选择能力载体，判断某个 Skill 是否好用、为什么走偏、职责是否过宽或过窄、该保留或精简什么，想从对话、项目或另一 Skill 中提炼并吸收可复用能力，设计自我进化、运行资源或完整流程图，或者检查入口、边界、界面信息和真实使用结果时使用。47
42. 1770Podcast Transcript TxtKingJing1/podcast-transcript-txt-skillDeterministic workflow to find and export full podcast transcripts as cleaned TXT files from YouTube URLs, episode webpages (including Xiaoyuzhou), Apple Podcasts title search, X/Twitter links, direct audio URLs, or plain episode titles. Use when users ask for 逐字稿/文字版/transcript/txt and want minimal trial-and-error.47
43. 1771Record and Replayugarchance/record-and-replay-skillRecord the user's actions — browser (Playwright event stream + trace) or native desktop (lightweight event/window/screenshot stream) — on macOS, Windows and Linux for up to 30 minutes, then turn the demonstration into a reusable agent skill. Use when the user asks you to watch them perform a task, record a workflow, or create/refine a skill from their demonstration. Agent-agnostic — works in Claude Code, Codex, opencode, or any agent with shell access.48
44. 1772Tree Ring MemoryTerminallyLazy/Tree-Ring-MemoryGuides AI agents in using Tree Ring Memory for durable recall, project decisions, user preferences, warnings, future seeds, privacy-safe memory capture, and lifecycle-aware forgetting.22
45. 1773Ak Elementor Studioabanoubkhaliil/Ak-Elementor-StudioAK Elementor Studio — built by Abanoub Khalil (akstudio.me). Converts ANY input — HTML/CSS/JS code, screenshots, images (PNG, JPG, WebP), PDFs, Figma exports, design mockups, wireframes, or any visual file — into fully structured Elementor page JSON templates importable into WordPress. Activate this skill whenever the user: uploads a design image or screenshot and wants it built in WordPress, shares HTML/CSS/JS to convert to Elementor, pastes code or attaches a file and mentions Elementor, WordPress, or page builder, says anything like "convert this to Elementor", "build this in WordPress", "t44
46. 1774Knowledge Capturemakenotion/cursor-notion-pluginTransform conversations and discussions into structured documentation pages in Notion. Captures insights, decisions, and knowledge from chat context with proper organization and linking.39
47. 1775Meeting Intelligencemakenotion/cursor-notion-pluginPrepare meeting materials by gathering context from Notion, enriching with research, and creating both an internal pre-read and external agenda saved to Notion.39
48. 1776Memory Lancedb Prowin4r/memory-lancedb-pro-skillComprehensive guide for maintaining, debugging, and upgrading the memory-lancedb-pro OpenClaw plugin — an enhanced LanceDB-backed long-term memory system with hybrid retrieval (Vector + BM25), cross-encoder reranking, multi-scope isolation, noise filtering, adaptive retrieval, and a management CLI. Use this skill when: (1) developing new features or fixing bugs in memory-lancedb-pro, (2) modifying the retrieval pipeline (vector search, BM25, RRF fusion, reranking, scoring stages), (3) adding or changing embedding providers, (4) updating scope/access control logic, (5) modifying agent tools or 47