| 2101 | redesign-existing-projectsUpgrades existing websites and apps to premium quality. Audits current design, identifies generic AI patterns, and applies high-end design standards without breaking functionality. Works with any CSS framework or vanilla CSS. | nexu-io/open-design | 80.6k | 2026-06-02 |
| 2102 | research-paper-writingEnd-to-end pipeline for writing ML/AI research papers — from experiment design through analysis, drafting, revision, and submission. Covers NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Integrates automated experiment monitoring, statistical analysis, iterative writing, and citation verification. | moltis-org/moltis | 2.8k | 2026-04-20 |
| 2103 | baoyu-diagramCreate professional, dark-themed SVG diagrams of any type — architecture diagrams, flowcharts, sequence diagrams, structural diagrams, mind maps, timelines, illustrative/conceptual diagrams, and more. Use this skill whenever the user asks for any kind of technical or conceptual diagram, visualization of a system, process flow, data flow, component relationship, network topology, decision tree, org chart, state machine, or any visual representation of structure/logic/process. Also trigger when the user says "画个图" "画一个架构图" "diagram" "flowchart" "sequence diagram" "draw me a ..." or uploads content and asks to visualize it. Output is always a standalone .svg file. | JimLiu/baoyu-skills | 24.0k | 2026-05-20 |
| 2104 | youtube-fullUse when the user needs YouTube transcripts, video search, channel browsing, playlist extraction, or content monitoring. Trigger phrases: 'get the transcript for', 'search YouTube for', 'what are the latest videos on', 'list this playlist', 'monitor this channel', or any request involving a YouTube URL, video ID, or @handle. Do NOT use for downloading video or audio files, YouTube engagement data (likes, comments), or private/age-restricted videos. | alirezarezvani/claude-skills | 23.0k | 2026-06-03 |
| 2105 | meta-ads-auditMeta Ads (Facebook + Instagram) account audit and business context setup. Run this first — it gathers business information, analyzes account health, and saves context that all other Meta ads skills reuse. Trigger on "audit my Meta ads", "audit my Facebook ads", "Meta ads audit", "set up my Meta ads", "onboard Meta", "Meta account overview", "how's my Meta account", "Meta health check", "what should I fix in my Facebook ads", or when the user is new to NotFair Meta and hasn't run an audit before. Also trigger proactively when other Meta ads skills detect that meta business-context.json is missing. | nowork-studio/NotFair | 3.2k | 2026-05-02 |
| 2106 | researcher-hand-skillExpert knowledge for AI deep research — methodology, source evaluation, search optimization, cross-referencing, synthesis, and citation formats | RightNow-AI/openfang | 18.0k | 2026-03-17 |
| 2107 | otelOpenTelemetry instrumentation for the Copilot Chat extension — covers the four agent execution paths, the IOTelService abstraction, span/metric/event conventions, and the relationship between code and the user/developer monitoring docs. Use when adding/changing OTel spans, metrics, or events; instrumenting a new agent surface; touching the Copilot CLI bridge or Claude span emission; or updating `extensions/copilot/docs/monitoring/agent_monitoring*.md`. | microsoft/vscode | 187.8k | 2026-05-24 |
| 2108 | imageWhen the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product mockups, profile banners, listing visuals, or brand assets. Also use when the user mentions 'AI image generation,' 'generate an image,' 'create a graphic,' 'product mockup,' 'hero image,' 'social media graphic,' 'banner image,' 'cover photo,' 'profile banner,' 'listing screenshot,' 'Flux,' 'Flux Kontext,' 'Midjourney,' 'DALL-E,' 'GPT Image,' 'ChatGPT Images,' 'Ideogram,' 'Gemini image,' 'Nano Banana,' 'Recraft,' 'Stable Diffusion,' 'Canva,' 'Figma,' 'image optimization,' 'compress images,' 'WebP,' or 'OG image.' Use this for general-purpose marketing image creation and optimization. For paid ad image creative and platform-specific ad specs, see ad-creative. For video production, see video. | coreyhaines31/marketingskills | 41.2k | 2026-05-19 |
| 2109 | game-developerUse when building game systems, implementing Unity/Unreal Engine features, or optimizing game performance. Invoke to implement ECS architecture, configure physics systems and colliders, set up multiplayer networking with lag compensation, optimize frame rates to 60+ FPS targets, develop shaders, or apply game design patterns such as object pooling and state machines. Trigger keywords: Unity, Unreal Engine, game development, ECS architecture, game physics, multiplayer networking, game optimization, shader programming, game AI. | Jeffallan/claude-skills | 10.7k | 2026-04-29 |
| 2110 | ai-learning-planner-cnAI学习计划生成器 v2.1 | AI Learning Planner. 支持个性化路径、进度跟踪、资源推荐、AI导师、学习报告、团队学习。触发词：学习、计划、课程。 | LeoYeAI/openclaw-master-skills | 2.1k | 2026-06-15 |
| 2111 | fullstack-engineer-agent全栈开发 Agent — 前后端一体化开发、API 集成、端到端功能实现 | peterfei/ai-agent-team | 408 | 2026-06-12 |
| 2112 | reddit-fetchFetch content from Reddit via its JSON API using a browser session (DuckDuckGo-hop unlock). Use when accessing Reddit URLs, researching topics on Reddit, or when Reddit returns 403/blocked errors. | ykdojo/claude-code-tips | 9.4k | 2026-07-06 |
| 2113 | supabaseUse when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client libraries and SSR integrations (supabase-js, @supabase/ssr) in Next.js, React, SvelteKit, Astro, Remix; auth issues (login, logout, sessions, JWT, cookies, getSession, getUser, getClaims, RLS); Supabase CLI or MCP server; schema changes, migrations, declarative schemas, security audits, Postgres extensions (pg_graphql, pg_cron, pg_vector). | supabase/agent-skills | 2.4k | 2026-07-10 |
| 2114 | html-ppt-taste-editorial16:9 HTML deck in editorial-minimalist taste. Warm cream slides, serif display + grotesque body, hairline rules, monospace meta, generous macro-whitespace, one accent. Distilled from Leonxlnx/taste-skill `minimalist-skill`. | nexu-io/open-design | 80.6k | 2026-07-18 |
| 2115 | golang-testingGo测试模式包括表格驱动测试、子测试、基准测试、模糊测试和测试覆盖率。遵循TDD方法论，采用地道的Go实践。 | affaan-m/ECC | 232.1k | 2026-03-22 |
| 2116 | commit-changesCreate a git commit for the current changes. Use when asked to commit changes, make a commit, generate a commit message, or commit the current worktree with optional user-provided context. | tldraw/tldraw | 49.1k | 2026-04-27 |
| 2117 | minimax-docxProfessional DOCX document creation, editing, and formatting using OpenXML SDK (.NET). Three pipelines: (A) create new documents from scratch, (B) fill/edit content in existing documents, (C) apply template formatting with XSD validation gate-check. MUST use this skill whenever the user wants to produce, modify, or format a Word document — including when they say "write a report", "draft a proposal", "make a contract", "fill in this form", "reformat to match this template", or any task whose final output is a .docx file. Even if the user doesn't mention "docx" explicitly, if the task implies a printable/formal document, use this skill. | MiniMax-AI/skills | 13.1k | 2026-03-23 |
| 2118 | wordformat论文格式自动化处理工具。在处理 Word 论文文档格式校验、格式修正、文档结构识别、Markdown 转 Word 场景时激活。 | AfishInLake/WordFormat | 85 | 2026-07-13 |
| 2119 | lark-apps妙搭（Spark/Miaoda）应用开发与托管：应用创建、本地全栈开发、云端生成迭代、创意设计（UI mockup / 可交互原型 / 线框图 / 落地页 / 仪表盘 / 幻灯片 deck / 视觉探索）、AI相关能力和飞书平台能力或者其他外部能力集成、日志/Trace/监控指标/PV/UV 查询、环境变量管理、应用角色与成员管理、自动化触发器（定时/记录变更/Webhook/飞书审批）。当用户要开发/新建一个系统·工具·平台·应用，或要本地开发 / 云端开发 / 修改 / 部署 / 发布 / 上线 / 拿可分享链接，或用 HTML 做页面·网站·部署到妙搭，或要设计 / design / mockup / prototype / wireframe / 做 PPT / deck / 视觉探索，或提到妙搭/Spark/Miaoda（应用运行时域名形如 *.aiforce.cloud）、应用数据库、应用文件存储、开放 API Key、可见范围、应用角色/角色成员、线上日志、接口请求量、错误量、延迟、访问量、环境变量、给妙搭应用配自动化任务/定时触发/审批通过后自动触发时使用。不负责普通云盘文件上传（lark-drive）、飞书文档编辑（lark-doc）、原生幻灯片创建（lark-slides）。 | larksuite/cli | 15.7k | 2026-07-20 |
| 2120 | writer-skill写作技能包。用于撰写章节正文，涵盖章节结构、对话、描写、内容充实、文化符号等写作方法论。 | Ddhjx-code/writeAgent | 16 | 2026-05-18 |
| 2121 | cpo-advisorProduct leadership for scaling companies. Product vision, portfolio strategy, product-market fit, and product org design. Use when setting product vision, managing a product portfolio, measuring PMF, designing product teams, prioritizing at the portfolio level, reporting to the board on product, or when user mentions CPO, product strategy, product-market fit, product organization, portfolio prioritization, or roadmap strategy. | alirezarezvani/claude-skills | 23.0k | 2026-06-11 |
| 2122 | card-twitterTwitter quote or data card designed to pair with a post. | nexu-io/open-design | 80.6k | 2026-05-22 |
| 2123 | lead-processing-agent外贸 B2B 线索自动化清洗与分发代理。 | modbender/skill-library-mcp | 10 | 2026-03-06 |
| 2124 | feature-design-assistantTurn ideas into fully formed designs and specs through natural collaborative dialogue. Use when planning new features, designing architecture, or making significant changes to the codebase. | davila7/claude-code-templates | 29.8k | 2026-01-09 |
| 2125 | openmaic-classroom将 RAG 检索结果、文档块或知识图谱概念转换为 OpenMAIC 互动课程。当用户要求将知识库内容、检索到的文档片段、上传的文档、或知识图谱中的概念批量转换为教学课件/互动课堂时使用此技能。支持纯需求生成、基于 PDF 内容的课程生成、和基于概念图遍历的批量课堂生成。 | Tencent/WeKnora | 18.7k | 2026-05-04 |
| 2126 | dingtalk-ai-table钉钉 AI 表格（多维表）操作技能。使用 mcporter CLI 连接钉钉官方新版 AI 表格 MCP server，基于 baseId / tableId / fieldId / recordId 体系执行 Base、Table、Field、Record 的查询与增删改。适用于创建 AI 表格、搜索表格、读取表结构、批量增删改记录、批量建字段、更新字段配置、按模板建表等场景。需要配置 DINGTALK_MCP_URL 或直接使用 Streamable HTTP URL。 | aliramw/dingtalk-ai-table | 107 | 2026-03-31 |
| 2127 | django-patternsDjango架构模式，使用DRF设计REST API，ORM最佳实践，缓存，信号，中间件，以及生产级Django应用程序。 | affaan-m/ECC | 232.1k | 2026-03-22 |
| 2128 | dream-video-prompt-generator小省导购员数字人带货版即梦视频提示词生成系统，基于四大智能体协同（提示词生成师、质量管控师、知识库运维师、跨环节适配师），按照"主体+运动+场景+（镜头语言+光影+氛围）"公式输出中英文双版提示词，适配5s短视频。确保人物一致性、视觉连贯性、情绪连贯性，支持知识库智能复用和跨工具适配（Suno音乐、AI绘画），为数字人带货视频提供高质量提示词生成服务。 | anbeime/skill | 4.0k | 2026-02-14 |
| 2129 | ai-research-writingUse when the user wants academic writing prompts, paper polishing workflows, translation/rewrite guidance, reviewer-style paper critique, experiment write-up help, title/caption drafting, or practical AI-assisted research writing support. This skill adapts the prompt library and usage guidance curated in the awesome-ai-research-writing repository into a MedrixFlow-compatible writing workflow. | Citrus-bit/Anaxa | 135 | 2026-05-09 |
| 2130 | playwright-cliAutomates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages. | keybase/client | 9.2k | 2026-06-08 |
| 2131 | sales-powermap智能销售助手：从模糊意图出发，发现目标客户、挖掘组织架构、分析决策链路、构建 Power Map 可视化关系图，输出可执行的销售攻单方案。触发词：卖、客户、power map、决策人、组织架构 | LeoYeAI/openclaw-master-skills | 2.1k | 2026-05-05 |
| 2132 | dingtalk-chat钉钉群聊与消息。Use when 用户提到 发消息/单聊/群聊/建群/拉人进群/改群名/搜索群/群成员管理/@消息/收藏消息/撤回消息/机器人群发/Webhook通知/发图片或文件到群。Distinct from dingtalk-ding(紧急DING消息/短信/电话)、dingtalk-mail(邮件)、dingtalk-edu-group(班级群)。命令前缀：dws chat。 | DingTalk-Real-AI/dingtalk-workspace-cli | 2.5k | 2026-07-15 |
| 2133 | python-testingPython testing best practices using pytest including fixtures, parametrization, mocking, coverage analysis, async testing, and test organization. Use when writing or improving Python tests. | affaan-m/ECC | 232.1k | 2026-03-30 |
| 2134 | mathlens专业的数学老师辅导技能，用于深入浅出的解答数学题，生成HTML讲解文档和带配音的Manim动画视频， 解答细致，深入浅出，浅显易懂，比较适合一般学情的学生。
核心工作流：数学分析 → HTML可视化 → 分镜脚本 → TTS音频 → 验证更新 → 脚手架 → Manim代码 → 渲染验证
触发条件：学生粘贴数学题图片、需要教学视频、需要HTML讲解资料 | shuyicc/MathLens | 369 | 2026-03-10 |
| 2135 | deep-learning-forecastingForecasts time series using recurrent neural networks (RNN, LSTM, GRU) with ForecasterRnn and the create_and_compile_model helper. Covers model architecture, training, and multi-series deep learning. Use when the user wants to use deep learning / neural networks for time series forecasting. | skforecast/skforecast | 1.5k | 2026-07-01 |
| 2136 | worldcup-cliFIFA World Cup 2026 data via the cli-web-worldcup command — fixtures (nations games), the 48 qualified nations, national-team squads, group standings, and bookmaker odds. Read-only; no betting actions. Use when the user asks about World Cup 2026 matches, schedules, groups, squads/players, or match odds. Data from ESPN (no auth); odds need a free The Odds API key. Prefer this CLI over scraping sportsbook sites. | ItamarZand88/CLI-Anything-WEB | 201 | 2026-06-14 |
| 2137 | nature-literature-pipelineComplete automated literature discovery pipeline: multi-source search → six-dimension scoring → fine reading → formatted delivery → archival.
Combines a configurable engine with daily cron-driven application layer. Works with Feishu, Telegram, or any messaging platform. | Yuan1z0825/nature-skills | 30.4k | 2026-07-17 |
| 2138 | paperclip-distillUse when an operation issue is a Paperclip cursor-window, distill, or backfill. Turn source-bundled Paperclip activity into wiki-insightful project standups, durable project pages, decisions, and history without asset dereferencing. | paperclipai/paperclip | 74.4k | 2026-07-10 |
| 2139 | messages-ops面向ECC的以证据为先的实时消息工作流。当用户想要阅读短信或私信、恢复最近的一次性验证码、在回复前检查对话线程，或证明实际检查了哪个消息来源时使用。 | affaan-m/ECC | 232.1k | 2026-05-11 |
| 2140 | html-ppt-graphify-dark-graphOpen Design's feature business case for the plugin marketplace: the user pain, options, tradeoffs, and the measure of success. Built as a decision-grade product management deck for PM, eng, design, leadership. | nexu-io/open-design | 80.6k | 2026-07-18 |
| 2141 | cybersecurity-basicsFoundational cybersecurity literacy covering threat landscape (malware, phishing, social engineering, network attacks), defensive practices (encryption, authentication, access control, patching), privacy fundamentals (data collection, tracking, regulatory frameworks), and security reasoning (threat modeling, risk assessment, defense in depth). Use when explaining security concepts, evaluating system security, teaching safe technology practices, or reasoning about digital privacy. Distinct from professional penetration testing -- this skill covers what every technology user and designer should understand. | Tibsfox/gsd-skill-creator | 69 | 2026-04-14 |
| 2142 | embodiment-descriptionWrite detailed embodiment descriptions for patent specifications. Use when user says "撰写实施例", "write embodiment", "实施例描述", "detailed description", or wants to describe how to practice an invention. | wanshuiyin/Auto-claude-code-research-in-sleep | 13.7k | 2026-07-13 |
| 2143 | boomerang-orchestratorMain coordinator for the Boomerang Protocol. Plans task execution, builds dependency graphs, and orchestrates sub-agents. | Veedubin/opencode-boomerang | 1 | 2026-05-07 |
| 2144 | houdiniYou are an expert in SideFX Houdini, the industry-standard procedural 3D software used for VFX, simulations, motion graphics, game asset creation, and procedural modeling. You help artists and technical directors build procedural workflows using Houdini's node-based architecture, VEX scripting, Solaris/USD pipeline, simulation solvers (pyro, FLIP, Vellum, RBD), PDG/TOPs for task automation, and HDA (Houdini Digital Assets) for reusable tools — enabling non-destructive, art-directable pipelines that scale from indie projects to AAA and feature film production. | TerminalSkills/skills | 114 | 2026-05-13 |
| 2145 | codex-issue-digestRun a GitHub issue digest for openai/codex by feature-area labels, all areas, and configurable time windows. Use when asked to summarize recent Codex bug reports or enhancement requests, especially for owner-specific labels such as tui, exec, app, or similar areas. | openai/codex | 100.6k | 2026-05-10 |
| 2146 | qa-test-strategy测试策略和测试金字塔原则，定义单元测试、集成测试、E2E测试的分布和覆盖要求 | echoVic/boss-skill | 554 | 2026-05-15 |
| 2147 | codex-bugDiagnose GitHub bug reports in openai/codex. Use when given a GitHub issue URL from openai/codex and asked to decide next steps such as verifying against the repo, requesting more info, or explaining why it is not a bug; follow any additional user-provided instructions. | openai/codex | 100.6k | 2026-04-08 |
| 2148 | superpowers-finishFinalizes work: runs verification, summarizes changes, notes follow-ups, and ensures repo hygiene. Use at the end of an implementation or debugging session. | anthonylee991/gemini-superpowers-antigravity | 810 | 2026-01-18 |
| 2149 | ai-court以明朝内阁制为蓝本的多 Agent 协作系统 | wanikua/danghuangshang | 2.7k | 2026-03-29 |
| 2150 | opencode-qaQA opencode itself, per case: verify the CLI/terminal (opencode run, db, serve, export), prove a specific plugin hook/action/event fired via the SSE event stream, smoke-test the TUI under tmux, and investigate sessions in opencode's SQLite DB by id, title/name, or message text. Ships tested helper scripts (each with a --self-test) plus per-domain references. Use whenever someone wants to QA, smoke-test, verify, or debug opencode's CLI, HTTP server, plugin hooks/events, or TUI, or to find/inspect opencode sessions in the database. Triggers: opencode qa, qa opencode, test opencode, verify opencode hook, opencode session db, find opencode session by id/name/text, opencode tui test, opencode server health, opencode event stream. | code-yeongyu/oh-my-openagent | 66.4k | 2026-07-14 |
| 2151 | mckinsey-consultantMcKinsey顾问式问题解决系统。从商业问题出发,通过假设驱动的结构化分析方法,生成McKinsey风格研究报告和PPT。融合Problem Solving方法论、MECE原则、Issue Tree拆解、Hypotheses形成、Dummy Page设计、智能数据收集和专业PPT生成能力。 | fleurytian/awesome-claude-skills | 305 | 2026-04-02 |
| 2152 | postgres-patternsSorgu optimizasyonu, şema tasarımı, indeksleme ve güvenlik için PostgreSQL veritabanı kalıpları. Supabase en iyi uygulamalarına dayanır. | affaan-m/ECC | 232.1k | 2026-03-22 |
| 2153 | responsive-designImplement modern responsive layouts using container queries, fluid typography, CSS Grid, and mobile-first breakpoint strategies. Use when building adaptive interfaces, implementing fluid layouts, or creating component-level responsive behavior. | wshobson/agents | 38.1k | 2026-05-22 |
| 2154 | qa-test-execution测试执行方法，包含测试框架检测、测试运行、结果解析 | echoVic/boss-skill | 554 | 2026-05-16 |
| 2155 | wps-excelWPS 表格智能助手，通过自然语言操控 Excel，解决公式编写、数据清洗、图表创建等痛点问题 | lc2panda/wps-skills | 492 | 2026-05-17 |
| 2156 | youdaonote有道云笔记官方 skill，支持笔记 CRUD（创建/读取/更新/删除）、待办管理、网页剪藏、笔记搜索、文件夹管理等基础操作。如需构建知识库或 Wiki，请使用 youdaonote-llm-wiki skill 而非本 skill。 | netease-youdao/LobsterAI | 5.6k | 2026-05-11 |
| 2157 | novel-creation-omnibus小说创作全能工坊v5.9——40套工具，从0到完本一条龙。覆盖：长篇正文写作、大纲细纲规划、世界观搭建与人物塑造、短篇故事、虐心BE发刀、玩梗热梗、去AI味反套话（含Claude/DeepSeek/GPT/Qwen/Kimi/豆包各策略）、衔接修复与因果分析、状态追踪与伏笔管理、质量门控、同人创作与OOC控制、网文生产流水线、番茄爆文与系统流爽文、白描克制与现实主义平庸、模型适配优化、通感痛觉描写、规则怪谈、无限流、直播文、末世废土、悬疑推理、种田日常、细节真实感体系（五感/口语化/小动作/食物/环境）、对话写作大师（潜台词/声线/群像/吵架表白告别专项）、开篇钩子工坊（12种爆款开篇/300字生死线/章末钩子库）、情节工程（番茄循环/反转7式/冲突6级/节奏曲线）、读者心理学（代入感/爽点/虐点/弃书TOP10对策）、场景写作（场景四要素/6大类型/进出衔接技巧）、人物弧光（正向弧7阶段/负向弧/关系弧）、长篇连载管理（存稿策略/断更恢复/读者留存）、平台写作规则（起点/飞卢/晋江三大平台写作标准+签约门槛+跨平台改编）、情绪高潮设计（燃/泪/甜/震四类高潮+七步结构+长篇规划）、灵感生成器（8种灵感生成法+人物公式+30个情节模板+灵感仓库管理）、字数统计工具（scripts/word-count-tool.py）。+v5.9新增：描写技法（动作/环境/外貌/战斗/细节具象化）、多线叙事（POV切换策略/多线交织/时间线管理）、节奏动力学（快慢节奏公式/情节密度曲线/读者疲劳管理）、世界运转体系（力量等级/经济系统/政治格局/社会阶层）、修改工作流（4层修改/结构重排/逐句精修/读者反馈整合）、副线编织法（四大副线类型/主副线比例/收束时机）、氛围渲染术（五种基础氛围构建/三叠法/反转手法）、市场战略（平台分析/读者画像/平台选择/IP评估）。触发词包括但不限于：全流程、创作、写小说、写长篇、写短篇、一条龙、开始写、写章节、写正文、写细纲、续写、搭世界观、做人设、发刀、玩梗、去AI味、润色、修衔接、因果分析、全检、状态追踪、断更重启、黄金三章、爽文开头、系统流、番茄爆文、群像、众生相、网文生产、锁稿、审稿、通感痛、白描、克制写作、反差塑造、留白、现实主义、规则怪谈、无限流、末世、废土、悬疑、推理、侦探、直播、种田、日常、模型优化、有味道、写得真、接地气、生活感、实感、克苏鲁、怪谈、快穿、多题材、对话、对白、潜 | limingnanyue/novel-creation-omnibus | 4 | 2026-06-16 |
| 2158 | deepseek-api调用 DeepSeek API（/chat/completions）的强制查阅规范，覆盖思考模式（reasoning_content / thinking / reasoning_effort）与多轮对话上下文拼接。**任何**涉及 DeepSeek API 的代码编写、修改、排错前必须先调用本 skill。触发词：DeepSeek、deepseek、deepseek-v4-pro、reasoning_content、思考模式、thinking mode、reasoning_effort、deepseek 多轮、deepseek chat completions、api.deepseek.com。 | dark789g-ux/cryptotrading | 4 | 2026-06-23 |
| 2159 | ponytail-auditWhole-repo audit for over-engineering. Like ponytail-review, but scans the entire codebase instead of a diff: a ranked list of what to delete, simplify, or replace with stdlib/native equivalents. Use when the user says "audit this codebase", "audit for over-engineering", "what can I delete from this repo", "find bloat", "ponytail-audit", or "/ponytail-audit". One-shot report, does not apply fixes. | DietrichGebert/ponytail | 87.7k | 2026-06-19 |
| 2160 | paper-reviewUse when a paper is complete or near-complete and a holistic pre-submission audit is needed. Cross-cuts text, code, tables, figures, results, citations, and reproducibility in a single pass and produces a persistent audit report. Works standalone on papers written outside the plugin. | brycewang-stanford/Auto-Empirical-Research-Skills | 3.0k | 2026-06-03 |
| 2161 | coachCreate personalized triathlon, marathon, and ultra-endurance training plans. Use when athletes ask for training plans, workout schedules, race preparation, or coaching advice. Can sync with Strava to analyze training history, or work from manually provided fitness data. Generates periodized plans with sport-specific workouts, zones, and race-day strategies. | felixrieseberg/claude-coach | 159 | 2026-01-05 |
| 2162 | outdoor-recreation-skillsPractical skills for camping, hiking, and outdoor recreation. Use when someone wants to start camping, plan a hiking trip, learn outdoor cooking, or build confidence in nature without prior experience. | LeoYeAI/openclaw-master-skills | 2.1k | 2026-05-05 |
| 2163 | test-driven-developmentDrives development with tests. Use when implementing any logic, fixing any bug, or changing any behavior. Use when you need to prove that code works, when a bug report arrives, or when you're about to modify existing functionality. | addyosmani/agent-skills | 79.8k | 2026-07-19 |
| 2164 | stock-daily-analysisLLM驱动的每日股票分析系统。支持A股/港股/美股自选股智能分析，生成决策仪表盘和大盘复盘报告。提供技术面分析（均线、MACD、RSI、乖离率）、趋势判断、买入信号评分。可与market-data skill集成获取更稳定的ETF数据。触发词：股票分析、分析股票、每日分析、技术面分析。 | chjm-ai/stock-daily-analysis-skill | 221 | 2026-02-04 |
| 2165 | golang-testingGo testing patterns including table-driven tests, subtests, benchmarks, fuzzing, and test coverage. Follows TDD methodology with idiomatic Go practices. | affaan-m/ECC | 232.1k | 2026-06-11 |
| 2166 | task-planningTurn a Paperclip issue or request into a structured implementation plan with child task graph, blockers, owners, and acceptance criteria, then save it as the issue `plan` document. | paperclipai/paperclip | 74.4k | 2026-06-22 |
| 2167 | dart-flutter-patterns生产就绪的 Dart 和 Flutter 模式，涵盖空安全、不可变状态、异步组合、Widget 架构、流行的状态管理框架（BLoC、Riverpod、Provider）、GoRouter 导航、Dio 网络请求、Freezed 代码生成和整洁架构。 | affaan-m/ECC | 232.1k | 2026-05-11 |
| 2168 | diagram-generationGenerate self-contained HTML architecture diagrams. Use when creating visual diagrams for PRs, task plans, or architectural explanations. | comet-ml/opik | 20.8k | 2026-04-20 |
| 2169 | accountingUse this skill when the user needs to set up bookkeeping, track revenue and expenses, prepare for taxes, choose accounting software, understand SaaS revenue recognition, or manage the financial operations of their bootstrapped business. Covers bookkeeping setup, tax preparation, accounting tools, and financial hygiene for solo founders. | whawkinsiv/solo-founder-superpowers | 227 | 2026-03-18 |
| 2170 | data-table-managerDesigns and manages n8n Data Tables directly with the data-tables and parse-file tools. Use when the user asks to list, show, create, inspect, import, seed, query, update, clean up, rename columns in, or delete data tables and rows, especially from CSV/XLSX/JSON attachments, and before building or planning workflows that create or write to Data Tables. | n8n-io/n8n | 197.4k | 2026-07-07 |
| 2171 | plan需求分析和设计规划。当进入 R₀/R/D/P 阶段、或需要设计方案时触发。 | WenJunDuan/Rlues | 182 | 2026-04-07 |
| 2172 | notebooklm-skillsTransform files and folders into learning materials using NotebookLM. Actions: transform, convert, generate, create from files. Outputs: audio podcast, video explainer, slide deck, study guide, quiz, flashcards, infographic, mind map, briefing doc, report. Sources: PDF, text files, URLs, folders, subfolders. Features: batch processing, watermark removal, progress tracking, configurable granularity. | SutanuNandigrami/claude-titan-setup | 9 | 2026-03-19 |
| 2173 | top-journals-methods-scout全球人文社科顶刊研究方法扫描与汇总工具。通过 OpenAlex API 抓取社会学、政治学、 心理学、传播学、管理学、经济学、人类学、教育学、历史学、语言学、地理学、方法论专刊、 AI-社科交叉期刊、数字人文期刊等 14 大类顶刊近 24 个月（可调）论文， 用启发式规则做大规模方法打标 + AI 识别（L1 家族标签，可处理万篇级）， AI 相关方法单独成章并细分 AI-as-tool 与 AI-as-object， 输出 Excel 方法矩阵（4 Sheet）+ Markdown 趋势报告（含教学转化建议）。 面向课程策划人员、研究方法课程教师、研究生方法训练设计者。 触发条件：用户提到"调研顶刊方法""扫描顶刊研究方法""人文社科方法趋势" "最新研究方法汇总""课程方法更新""AI 研究方法扫描""global top journals methods" "scan top journals for methods"，或说"帮我看看最近顶刊都用什么方法"、 "查一下过去两年顶刊的 AI 方法"、"为方法论课程准备最新素材"、 "全球顶刊最新研究方法调研"。即使用户只是模糊地说"整理最新研究方法"、 "方法前沿有什么"，只要上下文是学术/教学，也应触发此 skill。 | yipng05-max/-skills | 248 | 2026-04-15 |
| 2174 | claude-md-improverAudit and improve CLAUDE.md files in repositories. Use when user asks to check, audit, update, improve, or fix CLAUDE.md files. Scans for all CLAUDE.md files, evaluates quality against templates, outputs quality report, then makes targeted updates. Also use when the user mentions "CLAUDE.md maintenance" or "project memory optimization". | anthropics/claude-plugins-official | 32.5k | 2026-01-16 |
| 2175 | miniapp-develop小程序开发专家，精通微信、支付宝、抖音等多个平台的小程序开发 | lotosbin/claude-skills | 13 | 2025-12-27 |
| 2176 | android-cliProvides instructions for installing and using the `android` CLI. The `android` command-line tool is a critical tool for Android development and helps you create new Android projects, run Android apps on devices, manage and interact with Android virtual devices (including screenshots and UI inspection), manage Android SDK components, look up official Android documentation, and discover and install official Android skills. | android/skills | 6.3k | 2026-06-11 |
| 2177 | mobile-ios-designMaster iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps. Use when designing iOS interfaces, implementing SwiftUI views, or ensuring apps follow Apple's design principles. | wshobson/agents | 38.1k | 2026-03-07 |
| 2178 | memory-managementAgentDB memory system with HNSW vector search. Provides 150x-12,500x faster pattern retrieval, persistent storage, and semantic search capabilities for learning and knowledge management. Use when: need to store successful patterns, searching for similar solutions, semantic lookup of past work, learning from previous tasks, sharing knowledge between agents, building knowledge base. Skip when: no learning needed, ephemeral one-off tasks, external data sources available, read-only exploration. | ruvnet/ruflo | 65.5k | 2026-02-07 |
| 2179 | hermes-s6-container-supervisionModify, debug, or extend the s6-overlay supervision tree inside the Hermes Agent Docker image — adding new services, debugging profile gateways, understanding the Architecture B main-program pattern. | NousResearch/hermes-agent | 218.8k | 2026-06-04 |
| 2180 | film-storyboard-skillUse when creating storyboards from scripts, generating visual prompts for beat boards or sequence boards, or converting narrative beats into AI-generated images across platforms (Nano Banner, Midjourney, Gemini) | RainLib/AI-Storyboard | 39 | 2026-01-11 |
| 2181 | agent-self-evaluationUse after completing any non-trivial task. The agent self-rates its output on 5 axes — accuracy, completeness, clarity, actionability, conciseness — with concrete evidence per criterion. Produces a structured 1-5 scorecard with specific improvement suggestions. | affaan-m/ECC | 232.1k | 2026-06-11 |
| 2182 | xiaohongshu-ai-creator-master小红书 AI 自媒体博主 (小红书 AI 自媒体博主 (从业者视角) — 在小红书做『AI 赛道』内容的自媒体博主，重点是**怎么写文案、怎么制作内容**。覆盖: (a) AI 赛道选题 — AI 工具测评 / AI 绘画 / AI 教程与 prompt / AI 副业变现 / AI 资讯解读 / AI 效率，按小红书用户(偏年轻女性 + 泛知识)重构选题; (b) 文案与内容结构(核心) — 封面(第一眼/大字报/对比图)、标题(数字/痛点/好奇缺口/关键词前置)、正文(钩子开头/分点/口语化/emoji/利他价值)、标签与 SEO 关键词、CTA 与互动引导、人设 voice; (c) 内容制作工作流 — 选题(对标爆款/找选题)→标题封面→脚本或正文→制作(图文/口播/录屏/数字人)→标签发布→数据复盘迭代; (d) AI 工具用于内容生产 — 文案(豆包/Kimi/DeepSeek/GPT)、生图(即梦/MJ/可图)、口播数字人、剪辑(剪映)、封面(Canva/创可贴)、选题与 SEO(新红/千瓜/灰豚); (e) 平台机制与起号 — 推荐算法(收藏率/互动率/完播/搜索)、薯条投放、违禁词/限流/避坑、起号与涨粉、垂直度; (f) 变现(次要) — 蒲公英广告 / 知识付费 / 引流私域 / AI 工具带货。学派分歧: 图文 vs 短视频、干货教程 vs 测评种草 vs 资讯搬运、真人出镜 vs 数字人/无人起号、原创 vs 搬运洗稿、AI 全自动批量 vs AI 辅助精做。不含: 通用小红书运营(已有 xiaohongshu-ops skill, 本 skill 聚焦 AI 赛道 + 文案/内容生产)、电商带货全流程、其他平台、AI 工具本身的技术原理。) Master OS — automated mastery of 小红书 AI 自媒体博主 (从业者视角) — 在小红书做『AI 赛道』内容的自媒体博主，重点是**怎么写文案、怎么制作内容**。覆盖: (a) AI 赛道选题 — AI 工具测评 / AI 绘画 / AI 教程与 prompt / AI 副业变现 / AI 资讯解读 / AI 效率，按小红书用户(偏年轻女性 + 泛知识)重构选题; (b) 文案与内容结构(核心) — 封面(第一眼/大字报/对比图)、标题(数字/痛点/好奇缺口/关键词前置)、正文(钩子开头/分点/口语化/emoji/利 | swaylq/master-skill | 108 | 2026-06-15 |
| 2183 | mudblazor-themingApply consistent Material Design UI theming in Egroo using MudBlazor. Use for: adding or updating colors, typography, elevation; ensuring new components follow the orange-on-dark palette; fixing visual inconsistencies; new MudBlazor components that need correct Color/Variant/Elevation props; CSS scoped overrides for theme-integrated layout. Covers the Egroo dark palette, component usage patterns, and the rules for keeping CSS and MudTheme in sync. | jihadkhawaja/Egroo | 178 | 2026-03-04 |
| 2184 | psychotherapy-counseling-master心理咨询 / 心理治疗(临床实践者视角 — 接案与评估 / 个案概念化 / 主流流派技术(CBT 与第三浪潮 / 精神动力 / 人本存在 / 家庭系统 / 创伤治疗) / 伦理边界与危机干预 / 督导与个人成长 / 执业形态与经营 — 涵盖中国大陆行业现状 + 欧美持照体系,两套体系差异极大) (Psychotherapy & counseling — 心理咨询师 / 心理治疗师的临床实践(接案评估 / 个案概念化 / 主流流派技术 / 伦理与危机干预 / 督导成长 / 私人执业经营)) Master OS — automated mastery of Psychotherapy & counseling — 心理咨询师 / 心理治疗师的临床实践(接案评估 / 个案概念化 / 主流流派技术 / 伦理与危机干预 / 督导成长 / 私人执业经营): top builders' mental models, tool stack, current workflows, jargon, and where to keep up.
Trigger this skill when the user works on Psychotherapy & counseling — 心理咨询师 / 心理治疗师的临床实践(接案评估 / 个案概念化 / 主流流派技术 / 伦理与危机干预 / 督导成长 / 私人执业经营) problems and wants industry-grade thinking, tool selection, or workflow guidance.
触发词：「心理咨询」「心理治疗」「psychotherapy」「counseling」「therapist」 | swaylq/master-skill | 108 | 2026-05-14 |
| 2185 | screenwriting-master山音超级编剧大师——由 @山音 设计的全格式影视编剧技能。 覆盖从1-3分钟概念超短片到90分钟电影长片、多集剧集的全格式剧本创作。 支持四种格式：概念超短片（how-to-tell/what-if）、5-10分钟叙事短片、90分钟长片（商业/文艺）、多集剧集。 覆盖从人物设计、结构大纲、场景拆解、到完整剧本写作的全流程。 当用户提到写剧本、写短片、写电影、写剧集、编剧、故事大纲、人物设计、节拍表、beat sheet、 Save the Cat、Story Circle、McKee、场景拆解、剧本医生、概念短片、what-if短片、how-to-tell、 或任何涉及影视剧本创作的请求时，务必使用此技能。 即使用户只是说"帮我想个故事""写个剧本""这场戏不对""帮我想个点子"也应触发。 | cuiyucheng0104-afk/Toonflow | 51 | 2026-04-12 |
| 2186 | source-tracing从高熵的二手内容中回溯到低熵、权威、原始的信息源。 该技能通过结构化步骤，帮助用户验证消息真伪、理解原始语境， 建立独立的信息判断与溯源能力。 | hacket/AICodingGuide | 37 | 2025-11-01 |
| 2187 | code-review-excellenceMaster effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing review standards, or mentoring developers. | wshobson/agents | 38.1k | 2026-03-07 |
| 2188 | ctf-reverseCTF 逆向工程技术。当挑战提供未知二进制文件需要分析算法逻辑、游戏客户端需要破解验证、混淆代码需要还原、自定义 VM 需要解释执行时使用。覆盖 Ghidra/IDA 静态分析、GDB/Frida 动态调试、反调试绕过、WASM/.NET/APK/Python 字节码/Go/Rust 多平台逆向 | wgpsec/AboutSecurity | 1.6k | 2026-04-19 |
| 2189 | vitestVitest unit testing patterns with React Testing Library. Trigger: When writing unit tests for React components, hooks, or utilities. | prowler-cloud/prowler | 14.4k | 2026-05-27 |
| 2190 | e-commerceNavigate e-commerce sites to extract products, pricing, categories, and inventory. Handles pagination, variants, and JS-heavy storefronts. | firecrawl/web-agent | 1.1k | 2026-04-09 |
| 2191 | create-promptCreate a reusable prompt file (.prompt.md) for a common task. | microsoft/vscode | 187.8k | 2026-04-08 |
| 2192 | docx-officialUse this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation. | davila7/claude-code-templates | 29.8k | 2026-05-23 |
| 2193 | jacky-de-ai去AI味改写助手。当用户说"去AI味""帮我改得不像AI""这段太AI了""humanize""降AI率" "改得像真人写的""去机器味""文案太生硬了""读起来像AI写的"时触发。 也适用于用户说"帮我改稿""润色一下"且上下文暗示文本有AI生成痕迹的场景。 逐句扫描文本中的AI写作痕迹，按六步流程改写为真人风格，输出对照报告和改写后全文。 | Jackywxsz/jacky-opc | 29 | 2026-05-26 |
| 2194 | autonomous-loops自主Claude代码循环的模式与架构——从简单的顺序管道到基于RFC的多智能体有向无环图系统。 | affaan-m/ECC | 232.1k | 2026-05-15 |
| 2195 | job-search-strategistComprehensive job search strategy skill for analyzing job postings, discovering non-obvious insights, conducting conversational skills-matching interviews, identifying skill development needs and creating creative, personalized application strategies. This skill should be used when users want help with job applications, career transitions, analyzing job opportunities or developing targeted job search approaches that help them stand out from other candidates. | proyecto26/TheJobInterviewGuide | 435 | 2026-02-06 |
| 2196 | obsidian-markdownWrite correct Obsidian Flavored Markdown: wikilinks, embeds, callouts, properties, tags, highlights, math, and canvas syntax. Reference this when creating or editing any wiki page. Triggers on: write obsidian note, obsidian syntax, wikilink, callout, embed, obsidian markdown, wikilink format, callout syntax, embed syntax, obsidian formatting, how to write obsidian markdown. | AgriciDaniel/claude-obsidian | 9.8k | 2026-05-18 |
| 2197 | linkfox-sellersprite-product-search使用卖家精灵数据搜索和筛选亚马逊商品，支持价格、月销量、BSR排名、毛利率、评分、配送方式、标签、卖家来源等多维度条件，覆盖多个亚马逊站点。当用户提到亚马逊选品调研、产品筛选、销量过滤、产品发掘、BSR分析、小众商品发现、竞品分析、市场机会评估、按商品维度的市场规模估算、毛利率筛选、SellerSprite product selection, Amazon product selection, sales filtering, BSR analysis, profit screening, market analysis, product selection tool时触发此技能。即使用户未明确提及"卖家精灵"，只要其需求涉及筛选和分析亚马逊商品级数据进行选品，也应触发此技能。 | linkfox-ai/linkfox-skills | 45 | 2026-07-13 |
| 2198 | documentation-and-adrsRecords decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to understand the codebase. | addyosmani/agent-skills | 79.8k | 2026-07-16 |
| 2199 | nature-downloaderUse when a user needs lawful academic full text, CNKI institutional access, English OA retrieval, publisher API access, institutional browser fallback, or supporting information downloads. | Yuan1z0825/nature-skills | 30.4k | 2026-07-19 |
| 2200 | diagramTurn an English description (or mermaid source) into a diagram triplet: the source, an editable .excalidraw file you can open (gstack) | garrytan/gstack | 123.6k | 2026-06-25 |