| 1901 | novel-workflow-03-lorebook-bootstrap小说流程 03：世界书初始化。用于在 novel-workflow-02-project-bootstrap 之后初步完善 lorebook，按世界异常、规则、资源、阶层、制度、矛盾、历史、势力和普通生活推导最小可用世界书。 | notnotype/neuro-book | 143 | 2026-06-23 |
| 1902 | github-pr-workflowGitHub PR lifecycle: branch, commit, open, CI, merge. | NousResearch/hermes-agent | 210.5k | 2026-06-10 |
| 1903 | html-ppt-obsidian-claude-gradientGitHub 暗紫渐变 deck — GitHub-dark | nexu-io/open-design | 75.6k | 2026-05-18 |
| 1904 | cold-start-interviewRun the cold-start interview — learns your AI governance practice and writes `~/.claude/plugins/config/claude-for-legal/ai-governance-legal/CLAUDE.md` from your AI policy, a reference impact assessment, and key vendor AI agreements. Use when the practice profile is missing or contains `[PLACEHOLDER]` markers, or when user says "set up ai governance plugin", "onboard me", "configure ai governance". | anthropics/claude-for-legal | 8.6k | 2026-05-15 |
| 1905 | prototype-annotation原型标注替代 PRD 时使用：把页面目录、组件说明、状态说明和补充文档接入可运行原型，供评审、交付和后续需求说明使用。 | lintendo/Axhub-Make | 131 | 2026-06-12 |
| 1906 | wpfBuild and modernize WPF applications on .NET with correct XAML, data binding, commands, threading, styling, and Windows desktop migration decisions. USE FOR: working on WPF UI, MVVM, binding, commands, or desktop modernization; migrating WPF from .NET Framework to .NET; integrating newer Windows capabilities into a WPF app. DO NOT USE FOR: unrelated stacks; generic tasks that do not need this specific guidance. INVOKES: inspect the repository context, edit targeted files, and run relevant build, test, lint, or validation commands when changes are made. | managedcode/dotnet-skills | 453 | 2026-06-17 |
| 1907 | design-lanhu将蓝湖（Lanhu）设计稿还原为目标框架的像素级组件代码 | tiandashu/design-lanhu-skill | 9 | 2026-04-07 |
| 1908 | screenshot-to-prototype截图转可交互原型：根据UI设计稿、手绘草图或竞品截图自动生成HTML高保真原型。当用户说'根据截图生成原型'、'设计稿转Demo'、'草图转HTML'、'图片转可交互页面'、'复刻这个界面'、'仿照这个APP做原型'、'截图生成网页'时触发。核心特点：视觉分析自动还原布局、组件识别与映射、交互行为推断、多截图串联页面流、响应式适配。 | gaoqiongxie/skills-ai | 0 | 2026-05-20 |
| 1909 | meegle飞书项目（Meego/Meegle）操作工具。支持查询和管理工作项、节点流转、视图查询、个人待办、排期统计等功能。 Use when user needs to work with Feishu/Lark Meego project management — including querying work items, creating/updating work items, completing workflow nodes, checking views, listing todos, analyzing schedules/workloads, or searching with MQL. 关键词：飞书项目、meego、meegle、工作项、需求、任务、缺陷、排期、视图、待办、节点。 | larksuite/meegle-cli | 166 | 2026-06-09 |
| 1910 | 1688-product-find1688智能选品找货能力。通过文字、图片或链接搜商品、找同款、找相似款，支持批量采购比价、热销选品、跨境找货、场景化选品及多条件筛选（价格/销量/材质/属性排除等）。
触发词：找商品、找同款、搜商品、帮我找、想要XX、图片找货、链接找货、以图搜图、选品、批发、找货源、热销、比价、最便宜、按销量排序、出口、跨境、找供应商。 | next-1688/1688-product-find | 158 | 2026-05-11 |
| 1911 | agent-eval编码代理（Claude Code、Aider、Codex等）在自定义任务上的直接比较，包含通过率、成本、时间和一致性指标 | affaan-m/ECC | 226.7k | 2026-03-21 |
| 1912 | azure-confidential-ledgerExpert knowledge for Azure Confidential Ledger development including troubleshooting, decision making, security, integrations & coding patterns, and deployment. Use when configuring Entra ID auth, MST payloads, Cosmos DB/Blob integrations, ACL Explorer, or ARM/Terraform deployment, and other Azure Confidential Ledger related development tasks. Not for Azure Confidential Computing (use azure-confidential-computing), Azure Virtual Enclaves (use azure-virtual-enclaves), Azure Key Vault (use azure-key-vault), Azure Database for PostgreSQL (use azure-database-postgresql). | MicrosoftDocs/Agent-Skills | 633 | 2026-06-22 |
| 1913 | summarizeSummarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”). | HKUDS/nanobot | 45.1k | 2026-02-01 |
| 1914 | b1sl-sdkModern, async-first Python SDK for SAP Business One Service Layer (b1sl-python). Use this skill to interact with SAP B1 entities (Items, Business Partners, Orders, Invoices, and 100+ more) using type-safe Pydantic v2 models, a fluent OData query builder with operator overloading, automatic session management, and structured observability. Covers installation, configuration, async client patterns, query building, UDF handling, and the metadata generation pipeline. | operator-ita/b1sl-python | 1 | 2026-06-11 |
| 1915 | research-writing-skillChinese-first research paper writing, revision, polishing, section drafting, rebuttal, peer-review response, thesis prose improvement, and manuscript argument planning. Use when the user asks to write or revise论文正文, abstracts, introductions, methods, results, discussion, conclusions, related work, responses to reviewers, LaTeX/Overleaf text, or academic prose. Preserve formulas, English paper titles, terms, citations, and measured results. | zLanqing/codex-claude-academic-skills | 1.6k | 2026-05-14 |
| 1916 | literature-downloader中文文献检索、筛选、批量采集和合法全文获取助手。用于用户需要查找论文、下载可合法获取的 PDF/HTML/XML 全文、生成关键词和检索式、查询 DOI/PMID、筛选高影响因子或高分区期刊、检查开放获取、做引用链扩展、批量文献候选表、下载日志、去重清单、Zotero/BibTeX 整理，或解决文献难下载问题；禁止绕过付费墙、盗版下载、共享账号或规避版权限制。 | Lucaswangzcx/literature-downloader-skill | 111 | 2026-04-27 |
| 1917 | excel-debug-extractionIteratively debug Excel structure with exploratory scripts before writing extraction logic | HKUDS/OpenSpace | 6.7k | 2026-03-24 |
| 1918 | video-breakdown视频分镜拆解技能（自包含，无需外部后端）。使用 FFmpeg 预处理视频并生成分镜数据。(1) 视频 URL 直接处理 `python scripts/process_video.py "<video_url>"`；(2) 本地文件先上传 `python scripts/video_upload.py "<file_path>"` 获取 URL 后再处理。需要本机安装 FFmpeg。 | bytedance/agentkit-samples | 368 | 2026-02-13 |
| 1919 | yinyo-liuyao六爻断卦引擎(野鹤先生法)。基于《增删卜易》全文蒸馏,120条经验规则 + 412个应验卦例 + 64卦纳甲常量表。
【何时触发】
- 用户说"帮我断一卦""解卦""占卜""六爻""起卦""问卦"
- 用户给出卦象信息(卦名/六爻装卦/动爻)并问吉凶/应期/成败
- 用户问"这件事能不能成""什么时候出结果"且手上有卦象
- 用户问"用神取什么""月破怎么断""旬空怎么处理"等六爻技术问题
【何时不触发】
- 用户只是问"什么是六爻"(知识问答,不断卦)
- 用户给的是八字/紫微/塔罗/梅花易数(不是六爻体系)
- 用户没有卦象只说"帮我算一算"(需要先起卦)
- 纯情感倾诉/人生规划(不需要断卦)
【用户输入要求】
必须提供:起卦时间(年月日)、占什么事、主卦名、各爻六亲+地支+世应+动爻。变卦名如有动爻则提供。
如果用户只给卦名不给装卦信息,引擎会先按纳甲常量表自动装卦。 | 1yihui/YiHui | 1 | 2026-05-29 |
| 1920 | gtm-board-and-investor-communicationBoard meeting preparation, investor updates, and executive communication. Use when preparing board decks, writing investor updates, handling bad news with the board, structuring QBRs, or building board-level metric discipline. Includes the "Three Things" narrative model, the 4-tier metric hierarchy, and the pre-brief pattern that prevents board surprises. | github/awesome-copilot | 36.3k | 2026-03-23 |
| 1921 | scrum-masterAdvanced Scrum Master skill for data-driven agile team analysis and coaching. Use when the user asks about sprint planning, velocity tracking, retrospectives, standup facilitation, backlog grooming, story points, burndown charts, blocker resolution, or agile team health. Runs Python scripts to analyse sprint JSON exports from Jira or similar tools: velocity_analyzer.py for Monte Carlo sprint forecasting, sprint_health_scorer.py for multi-dimension health scoring, and retrospective_analyzer.py for action-item and theme tracking. Produces confidence-interval forecasts, health grade reports, and improvement-velocity trends for high-performing Scrum teams. | alirezarezvani/claude-skills | 21.4k | 2026-05-13 |
| 1922 | market-intelRead AI-Trader financial event snapshots and market-intel endpoints. Use when an agent needs read-only market context, grouped financial news, or the financial events board before trading, posting a strategy, replying in discussions, or explaining a market view. | HKUDS/AI-Trader | 20.6k | 2026-05-21 |
| 1923 | github-deep-researchConduct multi-round deep research on any GitHub Repo. Use when users request comprehensive analysis, timeline reconstruction, competitive analysis, or in-depth investigation of GitHub. Produces structured markdown reports with executive summaries, chronological timelines, metrics analysis, and Mermaid diagrams. Triggers on Github repository URL or open source projects. | bytedance/deer-flow | 76.3k | 2026-03-27 |
| 1924 | golang-patterns用于构建健壮、高效且可维护的Go应用程序的惯用Go模式、最佳实践和约定。 | affaan-m/ECC | 226.7k | 2026-07-04 |
| 1925 | grillme苏格拉底诘问式研究选题Skill。通过连续追问帮你厘清研究思路、聚焦研究子领域、明确研究问题(RQ)，识别出未被研究过的新意选题。触发词：帮我选题/研究问题不清晰/想做一个有新意的论文/不断问我问题/厘清思路 | brycewang-stanford/Auto-Empirical-Research-Skills | 2.7k | 2026-06-23 |
| 1926 | luo-hongxian-perspective明代状元罗洪先（1504-1564）的紫微斗数思维框架与表达方式。
基于6个维度30+条历史文献的深度调研，提炼6个核心心智模型、11条决策启发式
和完整的"以典拟星 + 理学包装"表达DNA。
触发条件（满足任一即激活）：
1. 显式触发：用户提到「用罗洪先的视角」「罗洪先会怎么看」「罗洪先式紫微」
「Luo Hongxian perspective」「以状元罗洪先的眼光解盘」「像念庵先生那样说」。
2. 紫微斗数本体：用户问任何紫微斗数相关问题（解盘、星曜、宫位、流年、格局、
流派对比），即使没有提"罗洪先"三个字——本Skill的6步回答模板可直接复用。
3. 命理效用与合法性：用户问"算命准不准""命理是不是迷信""知命和自由意志
矛盾吗""研究紫微斗数正不正经"——这是罗洪先"以儒释术"+"知命顺受"模型的核心战场。
4. 心学-命理交汇：用户问"心学怎么看命""致良知和顺受命冲突吗""良知和
宿命论怎么调和"——罗洪先作为"江右王门归寂派"代表，是最合适的桥接视角。
5. 知识传承伦理：用户问"心得要不要公开""整理前人的书要不要署名""祖传
秘术该不该分享"——直接对应罗洪先"继述伦理"+"反对秘传"模型。
不适用场景：股票择时/择日选号/医疗诊断/自伤风险/隐私占问/明确超1550认知。 | digoal/blog | 8.5k | 2026-06-20 |
| 1927 | sonarqube-auditTriage SonarCloud findings (issues, hotspots, code smells, vulnerabilities) for this project — search what's open, mark False Positive / Won't Fix / Confirm / Safe / Acknowledged / Fixed, batch-mark whole rule families. Use when the user asks to "review Sonar findings", "triage SonarCloud", "mark False Positive on Sonar", or anything mentioning sonarqube/sonarcloud, S2259, S5008, code smells, security hotspots, or sonarcloud.io. | netdata/netdata | 79.5k | 2026-06-11 |
| 1928 | paper-onion论文剥洋葱 — 逐层深入的论文阅读技能。将一篇学术论文拆解为四层渐进式阅读，最终生成一张手绘风格的思维导图笔记卡片（React artifact）。
当用户上传论文PDF、粘贴论文内容、给出论文链接，或说出以下任何意图时，使用此技能：
- "帮我读这篇论文" / "分析这篇paper"
- "论文笔记" / "论文总结" / "读论文"
- "剥洋葱" / "逐层分析"
- 上传了 .pdf 文件且内容看起来是学术论文
此技能与一次性输出报告的方式不同——它模拟真实的深度阅读过程，分四层逐步深入，每层都有明确的阅读任务和产出，最终浓缩为一张可保存的笔记卡。 | didixuxu/didi-skills | 71 | 2026-04-07 |
| 1929 | acessibilidade-web-wcag-checklistAuditar e corrigir problemas de acessibilidade em interfaces web seguindo as diretrizes WCAG 2.1 — garantindo que pessoas com deficiências consigam usar o produto — para ampliar o público, cumprir requisitos legais e criar uma experiência inclusiva. | tiagopgr/skills-ia | 3 | 2026-05-22 |
| 1930 | powerbi-report-designGenerate Power BI report visual design guidance before PBIR files are written. Use when the user wants to: (1) choose tone, signature, page archetypes, chart types, layout, color, typography, theme direction, or accessibility approach, (2) redesign/restyle an existing report, apply a brand, or critique chart/layout choices, (3) produce a design contract for `powerbi-report-authoring`. For end-to-end requirements, approval, and build sequencing, use `powerbi-report-planning`. Triggers: "design Power BI report", "make dashboard look professional", "choose chart type", "apply brand to report", "redesign report", "create design brief". | microsoft/skills-for-fabric | 744 | 2026-06-07 |
| 1931 | investor-news-impact面向投资者，抓取最近3天内指定行业或默认主题（中美关系、地缘局势、美联储、民生数据、高科技、生物医疗、云计算产业、AI产业链）的新闻，按分类汇总摘要，给出投资者全面总结，并推演对行业和上市公司的影响（逻辑清晰、有历史数据/事件支撑、图文并茂），输出 Markdown 文件到当前项目 markdown/ 目录。
触发条件：用户提到"新闻影响分析"、"投资者新闻"、"最近新闻对哪些股票有影响"、"抓取新闻做投资分析"、"新闻推演"、"帮我看看最近新闻对投资的影响"、"行业新闻影响"、"最近有什么值得关注的新闻"、"最近3天新闻"、"新闻对上市公司的影响"等。即使用户只说"帮我分析一下最近的新闻"或"最近有什么大事影响投资"，也应使用本 skill。若用户提供了具体行业名，以用户指定行业为准；否则默认抓取中美关系、地缘局势、美联储、民生数据、高科技、生物医疗、云计算、AI产业链相关新闻。 | digoal/blog | 8.5k | 2026-06-08 |
| 1932 | video-storyboard-designer专业 AI 视频分镜设计师。当用户想要创作视频、制作分镜脚本、生成 AI 视频提示词、规划视频内容结构时，必须使用此 skill。 覆盖所有视频类型：短视频、广告片、教育内容、品牌视频、Vlog、微电影等。 即使用户只说"帮我做个视频"或"我想拍 XX 主题的内容"，也应触发此 skill。 输出专业分镜设计 + 可直接用于 即梦(Seedance 2.0) / Sora / Kling / Runway / Veo 等主流 AI 视频工具的提示词，其中即梦 Seedance 2.0 支持多模态 @ 引用语法专项输出。 | okooo5km/Skills4U | 152 | 2026-03-08 |
| 1933 | patentradar专利侵权竞品分析 skill。输入专利公开号（CN/US/EP/JP 等），输出可人工复核的 markdown 竞品分析报告。工作流：拆解权利要求 → 搜索市场竞品 → 抓证据（含图像）→ 全部权利要求逐特征对比 → 生成报告。触发词：专利侵权分析、专利竞品、claim chart、专利公开号、CN/US/EP/JP 专利号、专利对比、技术特征对比、专利保护范围、侵权风险评估。不适用：专利申请文书撰写、专利无效宣告、知识产权法律咨询、专利诉讼策略。 | yuc16/PatentRadar | 43 | 2026-06-11 |
| 1934 | agentmailGive the agent its own dedicated email inbox via AgentMail. Send, receive, and manage email autonomously using agent-owned email addresses (e.g. hermes-agent@agentmail.to). | NousResearch/hermes-agent | 210.5k | 2026-05-08 |
| 1935 | generating-drama-recapsGenerates narrated recap videos from short drama clips using AI-powered narration and voice synthesis. Use when user wants to create drama summary, narrated recap, voice-over video, drama commentary, drama explanation video, short drama recap, drama montage with narration. 短剧解说、短剧二创、戏剧解说、影视解说、视频解说、配音解说、AI解说视频、剧情解说、短视频解说、短剧混剪解说。 | yikart/AiToEarn | 23.3k | 2026-03-17 |
| 1936 | bazi-mingli八字命理 (Bazi / Four Pillars of Destiny) divination skill. Use when users request birth chart analysis, fortune telling based on birth date/time, or Chinese astrology. Triggers on: 八字, 四柱, 命盤, 排盤, 算命, 命理, 生辰八字, 天干地支, 五行, 流年, 大運, bazi, four pillars, Chinese astrology, birth chart. | Wolke/bazi-mingli | 51 | 2026-01-23 |
| 1937 | python-code-stylePython code style, linting, formatting, naming conventions, and documentation standards. Use when writing new code, reviewing style, configuring linters, writing docstrings, or establishing project standards. | wshobson/agents | 37.6k | 2026-01-30 |
| 1938 | java-devJava 开发规范，包含命名约定、异常处理、Spring Boot 最佳实践等 | doccker/cc-use-exp | 982 | 2026-06-03 |
| 1939 | interview-analysis分析播客/视频访谈内容，提取高价值信息点、金句、待验证背景， 并生成详细写作提纲。当用户提供访谈转录稿或整理稿，需要进行内容分析、 素材提取、或准备写作提纲时使用此 skill。 | JimLiu/Illustrated-Agent-Skills | 581 | 2026-06-02 |
| 1940 | video-copy-analyzer视频文案分析一站式工具。下载在线视频（B站/YouTube/抖音等）、使用FunASR进行高速中文语音转录、 自动校正文稿、并进行三维度综合分析（TextContent/Viral/Brainstorming）。 使用场景：当用户需要分析短视频文案、提取视频内容、学习爆款文案技巧时。 关键词：视频分析、文案分析、语音转文字、FunASR、爆款分析、视频下载 | ALBEDO-TABAI/video-copy-analyzer | 194 | 2026-02-21 |
| 1941 | marketing-china-ecommerce-operator覆盖淘宝、天猫、拼多多、京东生态的全平台电商运营专家，深耕商品上架优化、直播带货、店铺运营、618/双11大促及跨平台策略。 | itgoyo/hermes-skills | 21 | 2026-04-22 |
| 1942 | book-mirrorTake any book (EPUB/PDF), produce a personalized chapter-by-chapter analysis with two-column tables. Left column preserves the chapter content; right column maps every idea to the reader's actual life using brain context. Output is a single brain page at media/books/<slug>-personalized.md plus an optional PDF via brain-pdf. | garrytan/gbrain | 25.2k | 2026-05-02 |
| 1943 | blog-postA long-form article / blog post — masthead, hero image placeholder,
article body with figures and pull quotes, author byline, related posts.
Use when the brief asks for "blog", "article", "post", "essay", or
"case study". | nexu-io/open-design | 75.6k | 2026-06-16 |
| 1944 | review-prGenerate structured PR review comments using Claude Code agents and post them to GitHub. No API key required - uses Claude Code's existing authentication. | microsoft/Agent365-devTools | 52 | 2026-06-15 |
| 1945 | jupiter-lendInteract with Jupiter Lend Protocol. Read-only SDK (@jup-ag/lend-read) for querying liquidity pools, lending markets (jlTokens), and vaults. Write SDK (@jup-ag/lend) for lending (deposit/withdraw) and vault operations (deposit collateral, borrow, repay, manage positions). | jup-ag/agent-skills | 72 | 2026-06-22 |
| 1946 | hexagonal-architectureDesign, implement, and refactor Ports & Adapters systems with clear domain boundaries, dependency inversion, and testable use-case orchestration across TypeScript, Java, Kotlin, and Go services. | affaan-m/ECC | 226.7k | 2026-06-11 |
| 1947 | lesson-quizInteractive lesson-level quiz for Claude Code tutorials. Tests understanding of a specific lesson (01-10) with 8-10 questions mixing conceptual and practical knowledge. Use before a lesson to pre-test, during to check progress, or after to verify mastery. Use when asked to "quiz me on hooks", "test my knowledge of lesson 3", "lesson quiz", "practice quiz for MCP", or "do I understand skills". | luongnv89/claude-howto | 39.4k | 2026-05-02 |
| 1948 | security-auditComprehensive security scanning and vulnerability detection. Includes input validation, path traversal prevention, CVE detection, and secure coding pattern enforcement. Use when: authentication implementation, authorization logic, payment processing, user data handling, API endpoint creation, file upload handling, database queries, external API integration. Skip when: read-only operations on public data, internal development tooling, static documentation, styling changes. | ruvnet/ruflo | 63.3k | 2026-02-07 |
| 1949 | elon-musk-perspective马斯克的思维操作系统。基于传记、播客、推文、法庭证词、决策记录和外部批评的深度调研，
提炼5个核心心智模型、8条决策启发式和完整的表达DNA。
用途：作为思维顾问，用马斯克的视角分析问题、审视决策、拆解成本结构、挑战行业假设。
当用户提到「用马斯克的视角」「马斯克会怎么看」「Musk模式」「马斯克perspective」「elon perspective」时使用。
即使用户只是说「这个成本合理吗」「从第一性原理想想」「白痴指数是多少」「五步算法」「能不能垂直整合」也可触发。
不要在用户只是问「能不能更快」「流程有必要吗」等一般性问题时触发——只在涉及成本拆解、第一性原理、激进迭代等马斯克核心方法论时激活。 | alchaincyf/nuwa-skill | 27.1k | 2026-07-02 |
| 1950 | code-review-contextModel visible context | openai/codex | 95.9k | 2026-04-21 |
| 1951 | n8n-human-like-code-reviewReviews a GitHub pull request like a thoughtful human reviewer and writes the feedback to a markdown file. Prioritizes context, architecture fit, solution complexity, bugs, security edge cases, and missing tests. Use when given a PR URL to review, or when the user says /human-like-code-review. | n8n-io/n8n | 195.5k | 2026-06-24 |
| 1952 | docker-patternsDocker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration. | affaan-m/ECC | 226.7k | 2026-06-11 |
| 1953 | football-dataFootball (soccer) data across 13 leagues — standings, schedules, match stats, xG, transfers, player profiles. Zero config, no API keys. Covers Premier League, La Liga, Bundesliga, Serie A, Ligue 1, MLS, Champions League, World Cup, Championship, Eredivisie, Primeira Liga, Serie A Brazil, European Championship.
Use when: user asks about football/soccer standings, fixtures, match stats, xG, lineups, player values, transfers, injury news, league tables, daily fixtures, or player profiles.
Don't use when: user asks about American football/NFL (use nfl-data), college football (use cfb-data), NBA (use nba-data), WNBA (use wnba-data), college basketball (use cbb-data), NHL (use nhl-data), MLB (use mlb-data), tennis (use tennis-data), golf (use golf-data), cricket (use cricket-data), Formula 1 (use fastf1), or betting odds (use polymarket or kalshi). Don't use for live/real-time scores — data updates post-match. Don't use get_season_leaders or get_missing_players for non-Premier League leagues (they return empty). D | machina-sports/sports-skills | 183 | 2026-06-03 |
| 1954 | personal-trainer-master健身私教 — 为客户设计、指导和推进个性化训练方案的专业工艺, 有别于团课教练、物理治疗师或运动队教练: (a) 训练方案设计与周期化 (线性 / 波动 / 板块周期化 Bompa & Haff; NSCA《力量训练与体能训练精要》行业圣经; Schoenfeld 肌肥大机制; Helms/Valdez/Morgan 肌肉与力量金字塔; 共轭训练法 Simmons/Westside; Starting Strength 线性渐进 Rippetoe; Renaissance Periodization 训练量地标 Israetel); (b) 动作评估与筛查 (FMS 功能性动作筛查 Gray Cook; NASM CEx 纠正性训练连续体 抑制-拉伸-激活-整合; 关节逐级方法 Cook/Boyle; 姿势与代偿模式识别; PAR-Q+ 与 ACSM 运动前筛查指南); (c) 教学与指令 (外部 vs 内部注意焦点 Wulf; 差异化学习 Schöllhorn; 约束导向方法 Davids/Renshaw; RIR/RPE 自动调节 Zourdos/Helms; 动机访谈在健身中的应用 Rollnick/Miller); (d) 营养指导的执业边界 (宏量营养素周期化; Precision Nutrition / ISSN 立场声明的循证建议; 边界: 私教提供一般性指导, 医学营养治疗需 RD/RDN 资质; 能量可用性与 RED-S Mountjoy IOC 共识); (e) 商业与客户管理 (客户留存与方案依从; 咨询与销售伦理; 线上教练平台与规模化 Goodman PTDC; 方案交付工具 TrueCoach/Trainerize/TrainHeroic; 课时定价模型; 独立教练 vs 健身房雇员); (f) 专项方向 (运动表现 CSCS; 纠正性训练 CES; 老年健身 SFN; 产前产后; 青少年 YSCA; 适应性 / 无障碍健身; 健美 / 形体; 力量举; 耐力运动 S&C)。诚实处理: 兄弟科学 vs 循证之争, 补剂行业利益冲突, 合成代谢激素使用现状 (诚实但不推广: 匿名调查约 30% 有经验男性健身者使用过 — 业内估, Kanayama/Pope/Hudson 记录健康风险, WADA 禁用清单用于竞技语境), 体型焦虑与进食障碍风险 (男性私教肌肉变形症, 正食症倾向, N | swaylq/master-skill | 100 | 2026-05-24 |
| 1955 | wpf-to-winui3-migrationGuide for migrating PowerToys modules from WPF to WinUI 3 (Windows App SDK). Use when asked to migrate WPF code, convert WPF XAML to WinUI, replace System.Windows namespaces with Microsoft.UI.Xaml, update Dispatcher to DispatcherQueue, replace DynamicResource with ThemeResource, migrate imaging APIs from System.Windows.Media.Imaging to Windows.Graphics.Imaging, convert WPF Window to WinUI Window, migrate .resx to .resw resources, migrate custom Observable/RelayCommand to CommunityToolkit.Mvvm source generators, handle WPF-UI (Lepo) to WinUI native control migration, or fix installer/build pipeline issues after migration. Keywords: WPF, WinUI, WinUI3, migration, porting, convert, namespace, XAML, Dispatcher, DispatcherQueue, imaging, BitmapImage, Window, ContentDialog, ThemeResource, DynamicResource, ResourceLoader, resw, resx, CommunityToolkit, ObservableProperty, WPF-UI, SizeToContent, AppWindow, SoftwareBitmap. | microsoft/PowerToys | 136.1k | 2026-07-02 |
| 1956 | strategic-compact任意の自動コンパクションではなく、タスクフェーズを通じてコンテキストを保持するための論理的な間隔での手動コンパクションを提案します。 | affaan-m/ECC | 226.7k | 2026-07-04 |
| 1957 | understand-anythingUsar cuando se necesita analizar un codebase con Understand-Anything para generar knowledge graphs estructurales y de dominio. | gonzalezpazmonica/pm-workspace | 42 | 2026-06-07 |
| 1958 | pytest-coverageRun pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%. | github/awesome-copilot | 36.3k | 2026-02-24 |
| 1959 | python-design-patternsPython design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance. Use this skill when designing a new service or component from scratch and choosing how to layer responsibilities, when refactoring a God class or monolithic function that has grown too large, when deciding whether to add a new abstraction or live with duplication, when evaluating a pull request for structural issues like tight coupling or leaking internal types, when choosing between inheritance and composition for a new class hierarchy, or when a codebase is becoming hard to test because of entangled I/O and business logic. | wshobson/agents | 37.6k | 2026-05-22 |
| 1960 | gis-skillsGIS（地理信息系统）技能分类索引，覆盖空间数据处理、地图服务、几何运算、Web 可视化等领域共 23 个开源工具，按需加载即可获得 GDAL、QGIS、GeoServer、PostGIS、JTS 等工具的精准 AI 辅助。 | znlgis/opengis-skills | 37 | 2026-07-01 |
| 1961 | email-marketingA brand product-launch email — masthead with wordmark, hero image block,
headline lockup with skewed-italic accent, body copy, primary CTA, and a
specifications grid. Pure HTML email layout (centered single column, table
fallback). Use when the brief asks for an "email", "newsletter blast",
"MJML", "product launch email", or "email template". | nexu-io/open-design | 75.6k | 2026-06-16 |
| 1962 | competitive-analysisOperator-first competitive analysis workflow for competitor profiling, pricing and
packaging comparisons, positioning maps, SWOTs, and strategic recommendations.
Use for prompts like "analyze our competitors", "benchmark our pricing", "map the
market", "who are we up against", or "build a SWOT". Best when you have a company
or product, ideal customer profile, and competitor set or permission to discover
it. Optional Open Brain search and capture can pull prior notes and store the
final brief. | NateBJones-Projects/OB1 | 4.1k | 2026-03-31 |
| 1963 | chinese-thesis-workbenchStandardize, draft, revise, check, and package Chinese undergraduate thesis or graduation-design papers from school templates, task books, proposals, sample papers, source code, screenshots, databases, APIs, tests, literature PDFs, Word comments, and existing drafts. Use when the user asks to write, generate, refactor, polish, reduce AIGC style, verify, format, or deliver a Chinese thesis with evidence traceability, figure registries, workflow logs, chapter word control, screenshots, references, DOCX output, and appendix DOCX. | ZyhSechub/chinese-thesis-workbench-skill | 514 | 2026-05-07 |
| 1964 | research-literature-review当用户明确要求"做系统综述/文献综述/related work/相关工作/文献调研"，或要求使用旧名 systematic-literature-review skill 时使用。AI 自定检索词，多源检索→去重→AI 逐篇阅读并评分（1–10分语义相关性与子主题分组）→按高分优先比例选文→自动生成"综/述"字数预算→资深领域专家自由写作（固定摘要/引言/子主题/讨论/展望/结论），保留正文字数与参考文献数硬校验，强制导出 PDF 与 Word。支持多语言翻译与智能编译（en/zh/ja/de/fr/es）。 | huangwb8/ChineseResearchLaTeX | 2.5k | 2026-06-21 |
| 1965 | zhangxuefeng-skill张雪峰式现实主义升学与职业决策顾问。适用于高考志愿、专业选择、
城市/学校/专业取舍、考研值不值、普通家庭如何做更稳的路径判断，
以及构建类似 skill 时的结构化落地参考。 | JeffreyDeng-spec/zhangxuefeng-skill | 10 | 2026-04-12 |
| 1966 | patent-pipelineFull patent drafting pipeline from invention description to jurisdiction-formatted filing documents. Supports CN (CNIPA), US (USPTO), EP (EPO). Supports invention patents and utility models. Use when user says "写专利", "patent pipeline", "专利申请", "draft patent", "写权利要求书", or wants to draft a complete patent application. | wanshuiyin/Auto-claude-code-research-in-sleep | 13.1k | 2026-05-31 |
| 1967 | secknowledge-skillWeb+AI 安全测试知识库。融合 WooYun 88,636 案例 + 先知 L1-L4 方法论 + GAARM 173 风险
+ OWASP Top 10 (LLM/ASI/WSTG)。
TRIGGER when 任务是实战安全测试：渗透测试、漏洞挖掘/利用、红队攻防、安全审计 (SAST/DAST)、
CTF、AI/LLM 安全测试 (Prompt 注入/越狱/MCP/Agent/沙箱逃逸)。用户明确给出测试目标
(URL/代码/模型/Agent 架构) 且意图是"测试/审计/挖漏洞/利用"。
DO NOT trigger:
- 安全概念讨论（"什么是 XSS"、"SQL 注入原理是什么"）→ 普通问答
- 非安全性质的 code review / debug / 性能优化 → code-audit-skill 或其他
- 修复语法错误 / 业务逻辑 bug → 普通编程协助
- 纯 Web 白盒代码审计（完整项目目录 / Source-Sink 污点分析）→ code-audit-skill
- 仅引用 CVE 编号查文档 → WebSearch
- Mira 内置 handbook / preview.mira.day 的 PI 红队跑测（tier/TC-ID/resume）→ mira-pi-tester
- 用户要构建/维护自己的 markdown 知识库/wiki（本 skill 的"知识库"指内置只读安全语料，非用户可编辑 wiki）→ llm-wiki
- 把外部 PI/越狱文章录入 Mira 红队体系（产出 handbook TC 卡）→ mira-pi-ingest
边界细则: CTF 短代码片段 + 利用思路 → 本 Skill；完整项目目录 + 系统白盒审计 → code-audit-skill | Pa55w0rd/secknowledge-skill | 295 | 2026-06-17 |
| 1968 | weather-svg-creatorCreates an SVG weather card showing the current temperature and writes it to orchestration-workflow/weather.svg and orchestration-workflow/output.md | shanraisshan/codex-cli-best-practice | 916 | 2026-03-17 |
| 1969 | build-dashboardBuild an interactive HTML dashboard with charts, filters, and tables. Use when creating an executive overview with KPI cards, turning query results into a shareable self-contained report, building a team monitoring snapshot, or needing multiple charts with filters in one browser-openable file. | anthropics/knowledge-work-plugins | 22.4k | 2026-03-13 |
| 1970 | memory-managementAgentDB memory system with HNSW vector search. Use when: need to store patterns, search for solutions, semantic lookup. Skip when: no learning needed, ephemeral tasks. | ruvnet/ruflo | 63.3k | 2026-02-07 |
| 1971 | ecommerce-shrimp专为跨境电商、国内电商卖家打造的AI图文视频全能创作助手，包含商品图片编辑、白底精修、服装模特处理、Listing套图设计、A+详情页制作、营销海报生成、小红书套图设计、AI视频生成等全流程电商内容创作功能。必须触发此技能当用户提到电商图片、商品修图、白底图、模特换装、服装换色、Listing套图、A+详情页、海报设计、小红书封面、产品视频、360展示、视频复刻相关内容，即使用户没有明确要求帮助，也应该主动提供全流程协助。 | samcaicn/gloai | 0 | 2026-05-26 |
| 1972 | erpclawAI-native ERP system with self-extending OS. Full accounting, invoicing, inventory, purchasing, tax, billing, HR, payroll, advanced accounting (ASC 606/842, intercompany, consolidation), and financial reporting. 413 actions across 14 domains, 43 expansion modules. Constitutional guardrails, adversarial audit, schema migration. Double-entry GL, immutable audit trail, US GAAP. | LeoYeAI/openclaw-master-skills | 2.1k | 2026-05-25 |
| 1973 | book-studyReading coach: guides users through books systematically with knowledge compilation, mastery testing, spaced repetition, and knowledge querying. Use when user says 'read this book with me', 'book study', 'start studying X', 'reading plan', 'ingest this chapter', 'review what I read', 'quiz me on the book', 'what did the book say about X', or invokes /book-study. Supports sub-commands: ingest, query, review, compare, status. Triggers: book, study, read, chapter, ingest, review, quiz, reading plan, book notes. | sanyuan0704/sanyuan-skills | 3.7k | 2026-04-14 |
| 1974 | feishu-cli-htmlbox在飞书云文档里画**会动的图 / 可交互图表 / 数据大屏**——妙笔BOX 是飞书文档里唯一能真实跑 CSS/JS 的载体 （iframe 沙箱）。能画：ECharts 全家桶（折线/柱/饼/雷达/散点/热力/桑基/漏斗/仪表/K线/箱线/平行坐标/旭日/treemap/ 力导向关系图/时序/甘特）、真实地图与经纬度飞线、echarts-gl 3D（map3D/3D柱/3D散点/3D曲面）、Three.js 真 3D 场景、 词云、水球、纯 CSS 动画、Canvas 粒子、SVG 矢量动画、KPI 滚动大屏。 当用户要"在飞书文档里画图/做动画/能动的图/可交互图表/数据大屏/Dashboard/折线图/柱状图/地图/飞线图/3D图/ 关系图/流程动画/ECharts/可视化"，或要做**能调 AI / 读写多维表 / 持久化状态 / 拿用户身份的交互式文档小程序**， 或提到"妙笔BOX/HTML 小组件/让飞书文档里的图动起来/嵌入网页到飞书文档/window.magic"时， **必须用本技能**。注意：要"动"只能用妙笔BOX；画板（feishu-cli-board）的 SVG 节点会被服务端栅格化成静态图、不会动。 | riba2534/feishu-cli | 1.3k | 2026-07-02 |
| 1975 | nsfc-justification-writer当用户明确要求"写/改 NSFC 立项依据""立项依据写作/重构"时使用。基于最小信息表输出价值与必要性、现状不足、科学问题/假说与项目切入点，并保持模板结构不被破坏。适用于 NSFC 及各类科研基金申请书的立项依据写作场景。 | huangwb8/ChineseResearchLaTeX | 2.5k | 2026-06-14 |
| 1976 | 3dsmax-mcpTool choices, workflows, and MAXScript pitfalls for controlling 3ds Max via MCP. | cl0nazepamm/3dsmax-mcp | 128 | 2026-07-06 |
| 1977 | minecraft-debug-mcpOperate and debug the live Minecraft bot through its built-in MCP REPL server. Use when work requires starting the bot with `pnpm dev`, connecting to the local MCP endpoint, inspecting cognitive state/logs/history, injecting synthetic chat/events, or running targeted REPL code against the running brain during investigation and development. | moeru-ai/airi | 41.5k | 2026-02-18 |
| 1978 | tts-voice-synthesis智能语音合成服务，支持音色克隆、拟人化语义适配配音、流式实时生成、多语言与方言支持，提供 1.7B/0.6B 双模型选择 | anbeime/skill | 3.3k | 2026-02-14 |
| 1979 | jimubi-bigscreenUse when user asks to create/design a big screen (大屏), full-screen data visualization, or says "创建大屏", "生成大屏", "新建大屏", "设计大屏", "做一个大屏", "BI大屏", "数据大屏", "可视化大屏", "监控大屏", "create big screen", "design big screen", "BI visualization big screen". Also triggers when user describes big screen requirements like "做一个销售数据大屏" or mentions full-screen display like "展厅展示", "监控室大屏". Make sure to use this skill for big screens (大屏) — NOT dashboards (仪表盘/看板), which use a completely different layout and styling system. | jeecgboot/skills | 191 | 2026-05-30 |
| 1980 | geological-data-analyst当需要分析地质数据、地球化学数据、地球物理数据时使用 | caishengold/ai-agent-ops | 2 | 2026-02-10 |
| 1981 | conventional-commitsUse when creating git commits, writing commit messages, or following version control workflows | Xe/site | 728 | 2026-05-10 |
| 1982 | auto-research一站式学术研究工作流：论文检索与阅读(arXiv + Zotero)、文献综述写作(Google Docs)、
论文精读与审稿(paper-reviewer)、学术写作Prompt工具箱(academic-writing)、
学术插图生成(PaperBanana)、架构图绘制(draw.io)、演示文稿制作(python-pptx / Pencil)。
整合 paper-research、paper-reviewer、academic-writing、google-docs、paper-banana、drawio、zotero-mcp、pptx 八大子技能。 | LiYu0524/Auto-Reasearch-Skills | 11 | 2026-03-09 |
| 1983 | java-coding-skillUse this skill whenever editing `*.java` files in the `java/` directore of the SDK in order to write idiomatic, well-structured Java code for the Copilot SDK | github/copilot-sdk | 9.5k | 2026-06-18 |
| 1984 | llm-trading-agent-securitySecurity patterns for autonomous trading agents with wallet or transaction authority. Covers prompt injection, spend limits, pre-send simulation, circuit breakers, MEV protection, and key handling. | affaan-m/ECC | 226.7k | 2026-06-11 |
| 1985 | generate-storyboard为剧本场景生成分镜图。当用户说"生成分镜"、"预览场景画面"、想重新生成某些分镜图、或剧本中有场景缺少分镜图时使用。自动保持角色和画面连续性。 | ArcReel/ArcReel | 3.2k | 2026-06-12 |
| 1986 | rebuilding-flutter-toolRebuilds the Flutter tool and CLI. Use when a user asks to compile, update, regenerate, or rebuild the Flutter tool or CLI. | flutter/flutter | 177.7k | 2026-05-11 |
| 1987 | codex-pr-bodyUpdate the title and body of one or more pull requests. | openai/codex | 95.9k | 2026-06-03 |
| 1988 | d3-visualizationTeaches the agent to produce D3 charts and interactive data visualizations. A comprehensive D3.js skill with examples across chart types and techniques giving the agent expert-level knowledge to generate complex, interactive visualizations. Useful for editorial dashboards, reports, data-rich prototypes, and explanatory graphics. | nexu-io/open-design | 75.6k | 2026-05-25 |
| 1989 | magazine-web-pptGenerates an "editorial magazine × electronic ink" style horizontal-swipe web deck (a single HTML file), with a WebGL fluid background, serif headlines + sans-serif body, act dividers, big-number data pages, image grids, and more templates. Use when the user wants to make a talk / share / launch-style web deck, or mentions "magazine-style PPT", "horizontal swipe deck", "editorial magazine", or "e-ink presentation". | nexu-io/open-design | 75.6k | 2026-06-29 |
| 1990 | ffmpegUse when the user asks for FFmpeg or FFprobe commands, video/audio conversion, trimming, resizing, padding, overlays, subtitles, thumbnails, GIFs, storyboards, slideshows, social-media crops, codec settings, CRF/preset tuning, stream mapping, or troubleshooting media automation pipelines. | rendi-api/ffmpeg-cheatsheet | 1.7k | 2026-04-28 |
| 1991 | brainstorming需求澄清 Skill。当用户只给了模糊描述时自动触发，通过业务提问把一句话翻译成完整需求，交给 Boss 流水线执行。
Triggers: '我想做一个', '帮我做', '有个想法', 'brainstorm', '帮我规划一下', '做个XX', 'I want to build'
Does NOT trigger:
- 需求已经完整（包含做什么 + 给谁用 + 核心场景）
- 纯技术问题或 bug 修复
Output: .boss/<feature>/design-brief.md 需求设计简报 | echoVic/boss-skill | 550 | 2026-05-10 |
| 1992 | arcgis-pro-copilotArcGIS Pro / ArcPy 智能助手。当用户提到 ArcPy 脚本、ArcGIS Pro 自动化、空间分析、地理处理、批量制图、用地分析、规划GIS工具、缓冲区分析、选址论证、水文分析、适宜性评价、数据批量处理，或需要在 ArcGIS Pro 中用 Python 完成任务时触发。不适用于纯 ArcMap/ArcGIS 10.x 问题、非 GIS 的通用 Python 编程。 | zhou-soul/arcpy-skill | 0 | 2026-05-19 |
| 1993 | resume-screener简历筛选与评分系统（boss-hr-auto 工作流的 Step 3）。基于 JD 自动提取特征 → 硬门槛过滤 → 权重加权评分 → 排名输出。
支持动态学历分档和双模式权重（技术岗/管培岗）。
**本 Skill 是 boss-hr-auto 编排流程的子步骤，通常由 boss-hr-auto 在 Step 3 阶段调用，不应作为入口 Skill 直接加载。** | 1xiaoyueryuer/boss-hr-agent-toolkit | 12 | 2026-05-22 |
| 1994 | openspec-sync-specs将变更中的增量规范同步到主规范。当用户想要使用增量规范中的更改更新主规范，而不归档该变更时使用。 | studyzy/imewlconverter | 10.2k | 2026-02-02 |
| 1995 | meituan-passport-user-auth美团 Passport 用户授权登录 Skill。通过 pt-passport CLI 获取授权链接，展示给用户完成确认后轮询拿到鉴权凭证（用户态登录 Token）。适用场景：(1) 用户主动触发美团授权登录；(2) 其他 Skill 命令模板中出现 ${passport_token} 占位符时自动被依赖调用，Token 透明注入，无需用户感知。不适用于服务端 AppKey/Secret 鉴权或非美团系统授权。触发词：美团授权登录、获取授权码、获取 token、token 授权、passport 登录、触发登录、美团登录、重新授权、强制刷新 token、meituan passport auth、${passport_token}。 | JinGuYuan/jinguyuan-dumpling-skill | 605 | 2026-05-17 |
| 1996 | paper-interpreter深度解读学术论文，将论文 PDF（文件或 URL）转化为通俗易懂、图文并茂的 Markdown 解读文档，保存到项目的 markdown/ 目录。触发条件：用户上传或提供论文 PDF、提到"解读论文"/"读论文"/"分析这篇论文"/"帮我看这篇 paper"，或任何需要深入理解一篇学术论文的场景。即使用户只说"帮我看这个 PDF"但内容是论文，也应使用本 skill。输出文件包含：论文定位、知识地图、5W1H精读、术语词典、批判性评估五大板块，并在关键位置插入 mermaid/svg/text 图表辅助理解。 | digoal/blog | 8.5k | 2026-04-21 |
| 1997 | a-share-stock-screenA股量化选股/股票筛选器。当用户说"选股"、"筛选"、"量化选股"、"stock screen"、"找机会"、"什么股票值得关注"、"帮我选几只股票"、"符合XX条件的股票"时触发。支持多因子筛选（PE/PB/ROE/净利润增速/北向资金等）、行业板块筛选、自定义条件组合。通过 cn-stock-data 获取全市场数据进行量化筛选，输出候选股票列表。支持投资建议书风格（formal）和个人备选池风格（brief）。不适用于个股深度分析（用 a-share-earnings-analysis）或可比公司估值对标（用 a-share-comps）。 | aifinlab/FinClaw | 202 | 2026-03-26 |
| 1998 | huashu-script-polish视频脚本口语化审校，去书面腔让脚本适合说出来。当用户提到"口语化"、"太书面了"、"像说话一样"、"脚本审校"时使用。 | alchaincyf/huashu-skills | 1.2k | 2026-02-15 |
| 1999 | caveman-compressCompress natural language memory files (CLAUDE.md, todos, preferences) into caveman format to save input tokens. Preserves all technical substance, code, URLs, and structure. Compressed version overwrites the original file. Human-readable backup saved as FILE.original.md. Trigger: /caveman-compress FILEPATH or "compress memory file" | JuliusBrussee/caveman | 85.8k | 2026-07-02 |
| 2000 | stock-quote-analysis股票行情与技术分析技能。基于 gildata-aidata 服务查询个股实时行情、分时走势、量价表现与技术指标。当用户询问“今天表现如何”、“近期走势如何”、“是否放量”、“技术面怎么看”、“当前股价多少”或查询 K 线形态、均线、MACD 等技术指标时使用。即使用户未明确说“行情分析”，只要涉及股价走势研判就应触发。 | aliyun/qwen-dianjin | 548 | 2026-05-20 |