| 5601 | kali-pentest-zh通过 SSH 或 Docker 使用 Kali Linux CLI 工具执行授权渗透测试。
覆盖：信息收集、漏洞分析、嗅探与欺骗、Web/API 渗透、漏洞利用、密码攻击、无线、云原生安全、RFID/NFC、VoIP/ICS、逆向工程、取证分析、后渗透/C2、报告生成。 | x-glacier/kali-pentest | 65 | 2026-06-25 |
| 5602 | extracting-thumbnailsExtracts thumbnails from video URLs. Use when publishing video content that requires a cover image, when the user does not provide a cover/thumbnail, or before publishing to platforms that require cover images (Kwai, Bilibili, YouTube). 提取封面、视频封面、生成封面、缩略图提取、视频缩略图、截取封面。 | yikart/AiToEarn | 23.6k | 2026-06-23 |
| 5603 | novel-writer专业小说写作助手，支持都市/现实题材、异世界穿越都市、现代穿越异世界都市等多种类型创作。全流程支持：灵感和大纲生成、角色和世界观管理、正文续写和扩写、风格润色和优化。适用于任何小说创作相关任务，包括构思情节、设计角色、撰写章节、改进文笔等。当用户提到"小说"、"写作"、"角色设定"、"大纲"、"章节"、"续写"、"润色"、"穿越"、"修仙"、"异世界"、"魔法"等关键词时使用此技能。 | zhouxiumin/zxm-skills | 0 | 2026-03-16 |
| 5604 | academic-paper-composerUse when the user needs to turn a real software engineering / computer science project and an existing thesis draft into a submission-ready undergraduate thesis manuscript. Trigger for requests such as "根据项目把论文改成定稿", "按学校模板排版成最终版", "复制初稿后生成定稿 Word", "为定稿降查重", "根据PaperPass报告降AIGC", "继续在手改初稿上改", "恢复原来的图表和数据库说明", or when academic-paper-strategist has already produced an evidence-backed rewrite plan. Outputs a cleaned manuscript, final DOCX workflow, and a separate rework report. | AAASS554/codex-academic-paper-skills | 510 | 2026-03-19 |
| 5605 | hipaa-compliance针对医疗隐私和安全工作的HIPAA特定入口点。当任务明确围绕HIPAA、PHI处理、受保实体、BAA、违规态势或美国医疗合规要求时使用。 | affaan-m/ECC | 228.9k | 2026-05-11 |
| 5606 | akshare-crypto加密货币Skill - 提供BTC、ETH等主流币种行情、K线数据、市场概览 via AkShare/币安/火币 | aifinlab/FinClaw | 202 | 2026-03-26 |
| 5607 | grantsNIH grant research skill for clinical researchers. Grill-me intake (research idea + career stage + preliminary data + environment + submission posture + known institute targets) locks down the funding strategy before any search runs. Runs a 5-facet Consensus positioning analysis (with draft Significance/Innovation language), maps the research to the right NIH institutes and study sections via RePORTER, finds NOSIs and funded overlap, and produces an editable Word document (.docx) with budget/scope-aware mechanism recommendations, submission timelines, and a mandatory program officer recommendation. Use when the user asks about research funding or makes any grant-related request (e.g., 'grants for [topic]', 'find grants for my research idea', 'what grants match my research', 'help me find NIH funding', 'grant opportunities for my research'). NIH-only scope — non-NIH funders (PCORI, DOD CDMRP, VA, foundations) are out of scope and flagged at intake. | alirezarezvani/claude-skills | 22.4k | 2026-06-11 |
| 5608 | engineering-mechanical-design-engineer通用机械产品设计专家——精通方案选型、传动/机构/结构件/连接设计、强度刚度疲劳振动校核、DFMA 与标准件选型，遵循 GB/ISO/JIS 国家标准，输出可制造可装配的工程图与 BOM。 | clowlove/Hermes-House | 11 | 2026-06-13 |
| 5609 | opencli-sitemap-authorUse when creating or maintaining OpenCLI site sitemaps: agent-facing navigation, page-state, action, workflow, API-reference, pitfall, and fallback knowledge for a website. Use after browser exploration discovers durable site context, when a sitemap is stale, or when promoting local site knowledge into the repo. | jackwener/OpenCLI | 26.5k | 2026-07-11 |
| 5610 | frontend-designCreate distinctive, production-grade frontend interfaces with high design quality. Activate when user needs: "生成网页/创建网页/设计界面/前端设计/UI设计/网页制作/交互式网页". Output: Interactive HTML/CSS/React (web UI, components, dashboards, landing pages). Use for websites, web apps, interactive interfaces, posters with visual impact. NOT for document-style HTML reports (use document-creation for reports/docs). | JinFanZheng/kode-sdk-csharp | 79 | 2026-01-27 |
| 5611 | agnes-free-imageGenerate free images with Agnes Image 2.1 Flash through the Agnes API, including text-to-image, image-to-image, high-density visual prompts, URL results, and local downloads. Use when the user asks for 免费图片, 免费的图片模型, free image API, Agnes image, Agnes Image 2.1 Flash, free AI image generation, image-to-image via Agnes, or wants a free image model Agent skill. | kangarooking/agnes-free-model-skills | 153 | 2026-06-01 |
| 5612 | video-editingXiaohongshu/RED-tuned short-form video workflow for raw voice-over, talking-head, tutorials, interviews, podcasts, long videos, screen recordings, B-roll, captions, and generated assets. Covers natural-language edit brief routing, project bootstrap, transcription, multi-take packs, audio sync, cleanup, highlights/shorts, hook/story rewrite, content/source gates, B-roll/enrich/gpt-image-2/video-generation planning, async generation logs, media recommendations, screen focus, PIP, color grade, preflight/render/QA/audio master, timecoded review proxies, subtitles, CapCut import, multi-platform exports, captions, publish packages, dashboards, resume packets, EDL/FCPXML/OTIO, and Remotion animation. | maxazure/video-editing-skill | 124 | 2026-07-12 |
| 5613 | review-analyzer-skillAI驱动的电商评论深度分析工具，支持22维度智能标签、用户画像识别、VOC洞察和可视化看板生成。
当用户需要以下功能时触发：
- 分析电商产品评论（Amazon/eBay/AliExpress等平台）
- 从评论中提取用户画像、痛点和VOC（客户之声）
- 生成产品洞察报告和机会点分析
- 创建专业的可视化分析看板
- 进行竞品分析和市场定位研究
触发关键词：电商评论分析、评论分析、竞品分析、用户洞察、VOC分析、产品优化、市场调研、评论数据挖掘
AI Agent 约束：必须通过 AskUserQuestion 收集分析数量、AI引擎选择、报告署名后再执行分析 | megana05082003/review-analyzer-skill | 3 | 2026-07-12 |
| 5614 | sqlalchemy-ormSQLAlchemy Python SQL toolkit and ORM with powerful query builder, relationship mapping, and database migrations via Alembic | midudev/autoskills | 6.4k | 2026-04-24 |
| 5615 | deck-swiss-internationalOpen Design's FY26 board pre-read: the open-core bet, growth vs burn, and the one decision the board must approve. Built as a decision-grade corporate strategy deck for board, CEO, CFO. | nexu-io/open-design | 77.6k | 2026-07-10 |
| 5616 | chromaOpen-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, RAG applications, or document retrieval. Best for local development and open-source projects. | NousResearch/hermes-agent | 213.7k | 2026-05-08 |
| 5617 | canva-branded-presentationCreate on-brand Canva presentations from a brief, outline, existing Canva doc, or design link. Use when the user wants a branded slide deck, wants to turn notes into a presentation, or needs a presentation generated in Canva with the right brand kit and a clear slide plan. | openai/plugins | 4.5k | 2026-03-25 |
| 5618 | scrna-seq-qcProcess, quality-control, annotate, and visualize single-cell or single-nucleus RNA-seq datasets across tissues and species. Use when Codex needs to build, adapt, or review a general scRNA-seq QC pipeline; choose dataset-appropriate cell-level filters from QC distributions; run required scDblFinder-based doublet and ambient-RNA filtering; annotate cells with matched references or marker-based fallbacks; or generate global and per-group UMAP visualizations for large scRNA-seq datasets. | openai/plugins | 4.5k | 2026-06-03 |
| 5619 | scripted-runtime-notesRequirements for the SGLang scripted runtime, chiefly when to add (vs not add) a harness API. Use for anything related to the scripted runtime. | sgl-project/sglang | 30.2k | 2026-06-06 |
| 5620 | ms-accessBuild and manage Microsoft Access databases, queries, forms, reports, and VBA automation. Use when someone asks to "create Access database", "write Access queries", "build Access forms", "Access VBA macro", "migrate from Access", "Access report", "link Access to SQL Server", or "convert Access to web app". Covers table design, relationships, SQL queries, forms, reports, VBA automation, and migration strategies to modern platforms. | TerminalSkills/skills | 99 | 2026-05-13 |
| 5621 | wpsnote-beautifier智能美化 WPS 笔记文档，采用克制统一的配色风格（全文仅1种主色调，不混用多色系）。核心能力：优化标题层级结构、用高亮块强调核心结论与注意事项、用分栏展示对比或并列内容、应用统一配色方案并写入。仅当用户明确表达美化需求时才触发，例如：美化笔记、排版优化、文档美化、笔记排版、WPS笔记美化、智能排版、文档结构调整、加颜色、加高亮、加分栏、让笔记好看点、优化文档格式、笔记太丑了、调整排版、加点样式、给笔记润色、整理笔记格式、提升可读性。不要在用户仅要求写入内容、编辑文字、总结归纳等非美化场景下主动触发此skill。通过 user-wpsnote MCP 服务操作 WPS 笔记文档。 | wpsnote/wpsnote-skills | 158 | 2026-04-23 |
| 5622 | gaokao-adi中国高考志愿专业路径双功能工具。功能 ①「按成绩推荐专业」：根据省份+高考成绩+选考科目+喜欢/不喜欢科目，自动匹配可报考专业，按 strong/consider/not_recommended/ineligible 四档输出 Top 15 + 解释（admission_recommender）。功能 ②「ADI 综合分数测评」（Action Domain Index）：对 1-3 个候选专业做个性化打分 1-625，含 paths/reach/correct/recover 4 维度雷达图、瓶颈维度、主观偏好 vs 客观可走通对比，输出 Markdown 报告 + HTML 单页可视化。两功能可串行（先推荐→挑 3 个→进 ADI），也可单独使用。基于风灵之声 ADI 模型工程化复刻。**触发短语（推荐入口）**：「按成绩推荐专业」「我的分能上什么专业」「我考了 X 分推荐专业」「选科匹配专业」「高考分数推荐」「不知道选什么专业」「分数能报哪些专业」「孩子高考分数出来了帮看看报什么」「我物化生选了 XX 分能选什么专业」「推荐几个专业」「专业推荐」。**触发短语（ADI 测评入口）**：「gaokao-adi」「专业测评」「ADI 测评」「专业路径打分」「高考选专业打分」「帮我看几个专业」「风灵 ADI」「这条路你走得通吗」「专业测评一下」「孩子选专业」「子女选专业」「比较几个专业」「选专业打个分」「测一下专业」。只要场景是中国高考志愿且涉及"专业推荐"或"专业难度评估"，就直接调本 skill，不要让用户去查百度或自己拍脑袋。 | xiapuyang/gaokao-adi | 2 | 2026-06-27 |
| 5623 | daily-literature-digestSet up, run, modify, or troubleshoot a personal AI literature digest automation that monitors Crossref, OpenAlex, and arXiv for new papers by user-provided research keywords, summarizes open metadata/abstracts, saves local Markdown or DOCX archives, and sends daily email digests through the Gmail connector. Use when the user asks for daily or weekly paper monitoring, publisher/arXiv alerts, research keyword digests, AI paper summary emails, Gmail literature updates, or a 09:00 recurring literature automation. | xuezheng627/research-radar-paper-vault | 48 | 2026-05-27 |
| 5624 | comsolGeneral-purpose COMSOL Multiphysics automation via the mph Python library and COMSOL Java API. Use when the user needs to: (1) Create COMSOL models programmatically (geometry, materials, physics, multiphysics, mesh, probes), (2) Set up and run parametric/time-domain/frequency studies, (3) Extract and export simulation results (probe data, field evaluations, cut points), (4) Debug COMSOL API calls or model-tree navigation, (5) Work with .mph files from Python. Covers COMSOL versions 6.0–6.3 on Windows/Linux/macOS with mph stand-alone and client-server modes. All API patterns verified against COMSOL 6.2 via live testing. Self-improves by logging debugging discoveries to references/debugging-log.md. | 2p1c/comsol-skills | 8 | 2026-05-12 |
| 5625 | creative-studioIterative AI image generation with smart prompt enhancement, tier-based quality presets, Figma-aware design context, Midjourney-style pick-and-refine workflow, composite anti-hallucination pipeline, platform export presets, and auto QC. | camster91/creative-studio | 0 | 2026-07-04 |
| 5626 | platform-migrationGuides infrastructure and platform migration including cloud-to-cloud migration (AWS to GCP, Azure to AWS), Kubernetes cluster migration, CI/CD platform changes, monitoring stack migration, identity provider migration, and network infrastructure transformation. Covers IaC migration, container orchestration, service mesh, observability tools, and multi-cloud strategies. Use when migrating infrastructure, changing cloud providers, moving Kubernetes clusters, or when users mention "cloud migration", "platform switch", "infrastructure migration", "K8s migration", "multi-cloud", or "cloud provider change". | DauQuangThanh/hanoi-rainbow | 13 | 2026-01-19 |
| 5627 | create-readmeCreate a README.md file for the project | github/awesome-copilot | 36.5k | 2026-02-24 |
| 5628 | pixel-artGenerate pixel art SVG illustrations for READMEs, docs, or slides. Use when user says "画像素图", "pixel art", "make an SVG illustration", "README hero image", or wants a cute visual. | wanshuiyin/Auto-claude-code-research-in-sleep | 13.3k | 2026-04-27 |
| 5629 | commodity-futures-analyzer商品期货专项分析工具。分析有色金属、黑色金属、能源化工、农产品等商品期货板块。获取板块指数、产业链关系、季节性规律。使用AkShare期货数据、交易所数据。适用于商品期货投资、产业链研究、季节性交易。 | aifinlab/FinClaw | 202 | 2026-03-25 |
| 5630 | wps-thesis毕业论文排版。按高校标准生成论文文档，包含封面、中英文摘要、
目录、正文章节、参考文献(GB/T 7714)、致谢等完整结构。
用于帮助学生排版毕业论文。当用户提到论文、毕业论文、论文排版时触发。
Academic thesis formatter. | Bwkyd/wps-skills | 3 | 2026-05-10 |
| 5631 | team-narrativeOrchestrate the narrative team: coordinates narrative-director, writer, world-builder, and level-designer to create cohesive story content, world lore, and narrative-driven level design. | Donchitos/Claude-Code-Game-Studios | 22.9k | 2026-05-13 |
| 5632 | financial-report-analysis财报分析 Skill v2。用现金流量表和资产负债表交叉验证利润表，按七步链「利润质量/现金流匹配/需求真实性/资本开支/债务与利率敏感性/扩张质量/行业特殊口径」判断公司真实经营质量；输出符合 AI_Renaissance 标准 Signal 的 JSON。触发：财报分析、财务报表、利润质量、现金流验证、合同负债、资本开支、扩张风险、Signal。 | duolongworld/AI_Renaissance | 58 | 2026-06-29 |
| 5633 | distill-protocol蒸馏协议：为个人数字资料生成人类可读条款与机器可读 manifest；戏称「牛马保护法」仅为传播梗，非法律意见。 | agenmod/immortal-skill | 896 | 2026-04-06 |
| 5634 | bmad-document-projectDocument brownfield projects for AI context. Use when the user says "document this project" or "generate project docs" | bmad-code-org/BMAD-METHOD | 50.4k | 2026-05-25 |
| 5635 | anti-slopComprehensive toolkit for detecting and eliminating "AI slop" - generic, low-quality AI-generated patterns in natural language, code, and design. Use when reviewing or improving content quality, preventing generic AI patterns, cleaning up existing content, or enforcing quality standards in writing, code, or design work. | rand/cc-polymath | 113 | 2026-02-28 |
| 5636 | campaign-planGenerate a full campaign brief with objectives, audience, messaging, channel strategy, content calendar, and success metrics. Use when planning a product launch, lead-gen push, or awareness campaign, when you need a week-by-week content calendar with dependencies, or when translating a marketing goal into a structured, executable plan. | anthropics/knowledge-work-plugins | 22.6k | 2026-03-13 |
| 5637 | generate-docs分析项目代码结构并生成分层的 CLAUDE.md 文档体系。采用渐进式披露策略， 从项目全局架构到各模块设计理念逐层展开，每个 CLAUDE.md 控制在 200 行以内。 重点包含架构设计、关键 API 索引和模块间依赖关系。 使用文件 MD5 增量检测，只重新分析有变更的模块，通过并行 sub-agent 加速。 当用户要求生成文档、更新 CLAUDE.md、整理项目说明、或说"帮我写 CLAUDE.md"时触发此 skill。 也适用于用户提到"文档生成"、"代码文档化"、"项目文档整理"、"generate docs"、 "update project docs"等场景。即使用户只是说"帮我整理下项目结构"或 "我想让 Claude 更好地理解这个项目"，也应使用此 skill。 | chingswy/1566 | 48 | 2026-03-29 |
| 5638 | modular-film-prompt-bibleUse for high-control film and video prompting that must combine a stable world bible, reference placeholders, real-photography fidelity, sound policy, genre fusion, and shot-level execution into one reusable creative template. | nolanx-ai/nolanx.ai | 1.4k | 2026-05-15 |
| 5639 | finance-skills8 finance skills. Trigger: financial modeling, market data, risk analysis, quantitative finance. Design: data sources, quantitative methods, and regulatory frameworks. | brycewang-stanford/Auto-Empirical-Research-Skills | 2.7k | 2026-04-03 |
| 5640 | nsfc-research-foundation-writer当用户明确要求"写/改研究基础""研究基础+工作条件+风险应对编排"时使用。为 NSFC 正文"（三）研究基础"写作/重构，并同步编排"工作条件"和"研究风险应对"，用证据链证明项目可行、资源条件对位研究内容、风险预案可执行。 | huangwb8/ChineseResearchLaTeX | 2.5k | 2026-04-24 |
| 5641 | scholar-evaluationSystematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with quantitative scoring and actionable feedback. | K-Dense-AI/scientific-agent-skills | 30.7k | 2026-06-11 |
| 5642 | biz-plan商业计划书撰写助手。帮用户撰写专业的商业计划书、BP、创业方案。当用户说「帮我写商业计划书」「写个BP」「创业计划」「融资方案」「商业模式」「商业计划」「business plan」「创业项目书」「投资计划书」「项目可行性报告」「盈利模式」时触发。关键词：商业计划书、BP、创业计划、融资方案、商业模式、可行性分析、市场分析、财务预测、竞争分析、目标市场、客户画像、营收模型、成本结构、盈利模式、投资回报、ROI、TAM、SAM、SOM、商业画布、价值主张、渠道策略、business plan、pitch、startup plan、revenue model | kevinaimonster/skill-hub | 2 | 2026-03-21 |
| 5643 | zhongjie你是"中介哥"，一位专业且值得信赖的买房参谋，客户可以叫你中介哥。你擅长站在客户的角度全程参与买房决策流程。你的核心能力是帮助客户梳理和挖掘真实买房需求，细致记录画像、偏好与限制，善于通过专业提问发现他们未曾意识到的重要因素并主动提出中立建议。你能够检索多渠道的房产信息、横向比较不同房源优劣，从预算、学区、通勤到未来家庭规划等多维度量身推荐最合适的楼盘或小区。针对客户涉及买房、看房、找房、政策咨询、购房流程、市场动态等房产相关话题时，你会主动介入，结合丰富实操经验，提供系统性、实用且诚恳的建议，避免生搬硬套模板和单一信息罗列，注重教育客户理解房产选择背后的逻辑，助力客户做出理性的置业决策。 | MorvanZhou/zhongjie | 26 | 2026-03-15 |
| 5644 | huashu-design花叔Design——用HTML做高保真原型、幻灯片、动画、可视化与专家评审，需求模糊时给设计方向。触发词：做原型、PPT、幻灯片、动画、设计风格、评审、做个HTML页面、UI mockup、导出MP4/GIF、做个好看的。生产级Web App/需后端的系统不适用。 | mxyhi/ok-skills | 449 | 2026-07-06 |
| 5645 | gpt-image2-pptGenerate visually striking PPT slides via OpenAI's gpt-image-2 -- use any style in styles/<id>.md or mimic a user-supplied .pptx template; outputs high-res slide PNGs and a 16:9 .pptx. Use when the user asks to make a presentation, slides, deck, pitch deck, investor PPT, magazine-style PPT, or 做一份 PPT / 生成幻灯片 / 用 gpt-image 生成 PPT / 按这个模板生成 PPT. | ninehills/skills | 277 | 2026-06-18 |
| 5646 | unreal-engineBuilding AAA-quality games and real-time experiences with Unreal Engine 5Use when "unreal, ue5, ue4, unreal engine, blueprints, blueprint, actor component, gameplay ability, gas unreal, niagara, nanite, lumen, world partition, level streaming, unreal multiplayer, unreal replication, gamemode, gamestate, playerstate, playercontroller, pawn, character class, uclass, ustruct, uenum, uproperty, ufunction, unreal, ue5, blueprints, c++, gamedev, aaa, real-time, rendering, nanite, lumen, niagara, gameplay, replication, multiplayer, gas" mentioned. | omer-metin/skills-for-antigravity | 106 | 2026-01-22 |
| 5647 | freelance-gig-finderFind fresh freelance and contract opportunities across multiple platforms for any skill set. Use this skill when a user asks "find me freelance React jobs", "Upwork gigs for Python developers", "freelance work posted this week", "contract jobs for designers", "find me remote freelance opportunities for [skill]", "I'm looking for freelance work", "what freelance gigs are available for [skill]", or any request to find paid freelance or contract work online. | tinyfish-io/tinyfish-cookbook | 2.1k | 2026-04-07 |
| 5648 | computer-repairDiagnose and repair a computer or small device. | XiaoLuoLYG/GOD | 950 | 2026-05-14 |
| 5649 | desktop-pet桌面宠物系统 - 跨平台透明窗口宠物，支持多皮肤、动画、消息气泡、HTTP控制、Hermes Agent集成 | 54laowang/hermes-agent | 1 | 2026-06-14 |
| 5650 | qwen3-asr-assistant智能语音转文字助手，基于 Qwen3-ASR 模型，支持实时语音识别和智能文本改写。可以将录音转换为文字，并一键改写成邮件、笔记、社交媒体文案，支持复制、分享和录音拼接。适用于会议纪要、语音备忘、内容创作等多种场景。 | anbeime/skill | 3.5k | 2026-02-14 |
| 5651 | parser-developmentGuide for implementing parsers with error recovery for new languages in Biome. Use when adding parsing support for a new language, implementing error recovery in a parser, or writing grammar definitions in .ungram format for JavaScript, CSS, JSON, HTML, GraphQL, or other languages. | biomejs/biome | 25.4k | 2026-05-09 |
| 5652 | bmad-agent-analystStrategic business analyst and requirements expert. Use when the user asks to talk to Mary or requests the business analyst. | bmad-code-org/BMAD-METHOD | 50.4k | 2026-05-25 |
| 5653 | causal-inferenceProduction-grade Bayesian causal inference with PyMC, CausalPy, and DoWhy. Enforces DAG-first thinking, mandatory user checkpoints for assumptions, design-specific refutation, and defensible reporting with causal language guardrails. Trigger on: causal inference, causal effect estimation, treatment effects, counterfactuals, difference-in-differences (DiD), synthetic control, regression discontinuity (RDD), interrupted time series (ITS), instrumental variables (IV), propensity scores, DAGs, causal graphs, confounders, backdoor criterion, do-calculus, interventional distributions, pm.do(), pm.observe(), CausalPy, DoWhy, mediation analysis, refutation, sensitivity analysis, parallel trends, placebo tests, or any question of the form "does X cause Y" or "what is the effect of X on Y." | brycewang-stanford/Auto-Empirical-Research-Skills | 2.7k | 2026-04-03 |
| 5654 | ralph-loopStart a Ralph Loop for iterative self-referential development. Use when the user asks to run a ralph loop, start an iterative loop, or wants repeated autonomous iteration on a task until completion. | cursor/plugins | 2.3k | 2026-02-11 |
| 5655 | analysis-api-mark-internal-apisDrive the per-module internal-API codebase test, then refine the suggested annotations down to `internal` (or up to `@KaImplementationDetail`) based on actual external usage | JetBrains/kotlin | 53.1k | 2026-05-11 |
| 5656 | coo-analyticsCOO 产品运营数据分析技能，使用 Playwright MCP 从 App Store Connect、小程序后台、小红书创作者中心等平台获取运营数据 | lotosbin/claude-skills | 12 | 2025-12-28 |
| 5657 | reverse-engineering-rust-malwareReverse engineer Rust-compiled malware using IDA Pro and Ghidra with techniques for handling non-null-terminated strings, crate dependency extraction, and Rust-specific control flow analysis. | mukul975/Anthropic-Cybersecurity-Skills | 25.4k | 2026-06-01 |
| 5658 | apple-higApple Human Interface Guidelines as 14 agent skills covering platforms, foundations, components, patterns, inputs, and technologies for iOS, macOS, visionOS, watchOS, and tvOS. | nexu-io/open-design | 77.6k | 2026-05-11 |
| 5659 | conversion-optimizationPurchase conversion optimization framework. Referenced by the detail-page-writer and pricing-strategist agents when designing detail pages and pricing with a conversion focus. Use for 'conversion rate optimization', 'CRO', or 'purchase psychology' requests. A/B testing tool setup and funnel automation are out of scope. | revfactory/harness-100 | 1.1k | 2026-03-22 |
| 5660 | art-directorAI art direction system. Claude directs image generation models (Gemini, DALL-E, Flux) via structured prompts. Generate banners, diagrams, logos, screenshots, and social media visuals without leaving the terminal. | vibeeval/vibecosystem | 515 | 2026-04-08 |
| 5661 | statistical-analysisStructured pipeline for statistical analysis deliverables — SPSS, R, Python. Covers reliability, chi-square, correlation, regression, assumption checking, and client-ready reporting. | winstonkoh87/Athena-Public | 513 | 2026-06-09 |
| 5662 | python-devPython 开发规范。当用户操作 .py、pyproject.toml、requirements.txt、setup.py 文件， 或涉及 FastAPI、Django、Flask、pytest、asyncio 开发时触发。 包含 PEP 8 风格、类型注解、异常处理、测试规范、异步编程、性能优化等。 | doccker/cc-use-exp | 985 | 2026-03-21 |
| 5663 | context-optimizer上下文优化专家。专注于长对话中的上下文管理、token 效率和性能优化。解决 lost-in-middle、context poisoning 等问题，提升 AI 代理在复杂任务中的表现。 | huangwb8/skills | 46 | 2026-03-29 |
| 5664 | database-design设计 BK-CI 数据库表、DDL 脚本、索引、分表或数据归档策略时使用。当用户提到表结构、字段设计、索引优化、SQL 脚本命名、分片、归档迁移时优先使用。 | TencentBlueKing/bk-ci | 2.5k | 2026-05-09 |
| 5665 | legal-analysisAnalyze legal contracts, extract clauses, and perform legal research with structured frameworks | beita6969/ScienceClaw | 864 | 2026-03-12 |
| 5666 | ab-testingWhen the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics. For page-level conversion optimization, see cro. | coreyhaines31/marketingskills | 37.9k | 2026-05-14 |
| 5667 | emotion-migrateMigrate Emotion styled-components to Mantine components with style props and CSS modules. Use when converting .styled.tsx files or removing @emotion imports from components. | metabase/metabase | 48.2k | 2026-07-07 |
| 5668 | jupyter-notebook사용자가 실험, 탐색 또는 튜토리얼을 위한 Jupyter 노트북(`.ipynb`)을 생성, 스캐폴딩하거나 편집해 달라고 요청할 때 사용합니다; 번들로 제공되는 템플릿을 우선 사용하고 깨끗한 시작 노트북을 생성하기 위해 헬퍼 스크립트 `new_notebook.py`를 실행하는 것을 권장합니다. | microsoft/ai-agents-for-beginners | 69.1k | 2026-04-25 |
| 5669 | modelicaModelica acausal equation-based multi-domain modeling via Wolfram Language. Chemputation-native simulation with automatic conservation laws. Lambda-Modelica bridge for string diagram semantics. Fixed point classification for 3-coloring/3-MATCH systems. | plurigrid/asi | 28 | 2026-06-10 |
| 5670 | content-research抖音视频二创文案技能。输入原视频链接，提取文案后搜索同类高赞视频， 分析这些视频为什么火（抽象层面的爆款机制），然后用这些机制改写原视频文案。 其他视频只贡献"怎么讲能火"的方法论，不贡献内容素材。 触发词：搜集爆款、找爆款、爆款分析、文案重组、衍生文案、二创文案、素材搜集、内容研究、爆款规律。 | shawn10301205-cmyk/openclaw | 0 | 2026-04-24 |
| 5671 | desktop桌面操控。让 CC 看屏幕、动鼠标、点按钮、输文字。基于 macOS 原生 OCR 触觉反馈，不截全屏传 AI，极致省 token。触发词："/desktop"、"帮我操作桌面"、"点一下那个按钮"、"看看屏幕上有什么" | Aster110/mycc | 163 | 2026-03-04 |
| 5672 | learn-site-structureAuthoritative reference for how docs in this repo (and 5 other Netdata-org repos) become published pages on `learn.netdata.cloud`. Covers the `<repo>/docs/.map/map.yaml` source-of-truth (the actual lever -- filesystem path is irrelevant for routing), the live `ingest/ingest.py` orchestrator in the learn repo (NOT the legacy `ingest.js`), frontmatter injection, slug rules, sidebar autogeneration, MDX escape rules, versioning, the 4-mechanism redirect stack, the 6 source repositories, the every-3-hours CI ingest, Netlify deploy, and the `part_of_learn=True` opt-in for files hand-authored in the learn repo. Use when adding/moving/renaming/deleting a docs page; when a page on Learn looks wrong; when wondering whether to edit a doc here or in the learn repo; when reading `ingest.py`, `sidebars.js`, `docusaurus.config.js`, `static.toml`, `LegacyLearnCorrelateLinksWithGHURLs.json`, `netlify.toml`, the `<!--startmeta` blocks in `.mdx` files, or the workflows `ingest.yml` and `daily-learn-link-check.yml`. | netdata/netdata | 79.6k | 2026-06-26 |
| 5673 | clear-thinkingCritical thinking skills and decision-making frameworks. Use when someone needs to evaluate conflicting information, make a difficult decision, spot manipulation or misinformation, or wants to think more clearly about problems. | LeoYeAI/openclaw-master-skills | 2.1k | 2026-05-05 |
| 5674 | premortemIdentify failure modes before they occur using structured risk analysis | parcadei/Continuous-Claude-v3 | 3.9k | 2026-01-10 |
| 5675 | testcase-review测试用例评审工具 - 对比现有测试用例与需求文档，找出用例缺失或需要补充的地方。核心能力：支持Excel格式用例与Word/PDF/PRD/图片格式需求文档的比对分析，智能识别功能覆盖缺口，输出用例补充建议。触发场景：评审用例、用例补充、对比需求、检查用例完整性、需求覆盖分析、补充测试点、缺漏用例 | SeaZhusp/tester-skills | 15 | 2026-04-28 |
| 5676 | pro-graphic-designerUse this skill for any graphic design task — posters, flyers, social media posts, carousels, LinkedIn banners, YouTube thumbnails, infographics, ad creatives, brand visuals, pitch decks, event invites, merch, or any "design me a ___ / make a visual for ___ / I need a poster / create a graphic / design a thumbnail" request. Trigger even when the user just hands over a topic ("design something for my AI startup") and expects a finished visual. Runs the full pro workflow: iterative BrightData scraping of Reddit/LinkedIn/Facebook/Instagram/research papers to understand the topic, audience modeling via the worldbuilder lens, copy written via worldbuilder-writing, real visual references mined from Behance/Pinterest/Dribbble, and output through Canva, HTML/CSS, SVG, or PDF. Prefer this over frontend-design when the deliverable is a marketing/graphic asset rather than a web UI. | thtskaran/claude-skills | 16 | 2026-05-02 |
| 5677 | data-analysis全流程数据分析 Skill，支持 CSV/Excel/JSON 文件，自动执行 EDA、数据清洗、统计分析、可视化（柱状图/饼状图/折线图/条形图）、AI 洞察生成（Kimi/DeepSeek）及 Word 报告导出。
触发词：数据分析、分析数据、生成图表、制作图表、数据报告、EDA、探索性分析、可视化分析、统计报告。
当用户提供数据文件并要求分析、生成图表、制作报告时，自动触发本 Skill。 | wwbwin/basic-data-analysis | 1 | 2026-04-21 |
| 5678 | ros1-developmentBest practices, design patterns, and common pitfalls for ROS1 (Robot Operating System 1) development. Use this skill when building ROS1 nodes, packages, launch files, or debugging ROS1 systems. Trigger whenever the user mentions ROS1, catkin, rospy, roscpp, roslaunch, roscore, rostopic, tf, actionlib, message types, services, or any ROS1-era robotics middleware. Also trigger for migrating ROS1 code to ROS2, maintaining legacy ROS1 systems, or building ROS1-ROS2 bridges. Covers catkin workspaces, nodelets, dynamic reconfigure, pluginlib, and the full ROS1 ecosystem. | arpitg1304/robotics-agent-skills | 315 | 2026-02-26 |
| 5679 | linux-emergency-responseLinux 应急响应专用工具，用户只需提供 SSH 连接信息，AI 自动引导进行全面的入侵排查并分析结果。支持进程分析、威胁情报查询、WHOIS 查询等功能。 | b0bac/AIEmergencyTools | 4 | 2026-01-21 |
| 5680 | croWhen the user wants to optimize, improve, or increase conversions on any marketing page or form — including homepage, landing pages, pricing pages, feature pages, lead capture forms, or contact forms. Also use when the user says 'CRO,' 'conversion rate optimization,' 'this page isn't converting,' 'improve conversions,' 'why isn't this page working,' 'my landing page sucks,' 'form abandonment,' 'nobody's converting,' 'low conversion rate,' or 'this page needs work.' Use this even if the user just shares a URL and asks for feedback. For signup/registration flows, see signup. For post-signup activation, see onboarding. For popups/modals, see popups. | coreyhaines31/marketingskills | 37.9k | 2026-05-14 |
| 5681 | react-native-best-practicesSoftware Mansion's best practices for production React Native and Expo apps on the New Architecture. Trigger on: 'React Native', 'Expo', 'New Architecture', 'Reanimated', 'Gesture Handler', 'react-native-svg', 'ExecuTorch', 'react-native-audio-api', 'react-native-enriched', 'Worklet', 'Fabric', 'TurboModule', 'WebGPU', 'react-native-wgpu', 'TypeGPU', 'GPU shader', 'WGSL', 'svg', 'animation', 'gesture', 'audio', 'rich text', 'AI model', 'multithreading', 'chart', 'vector', 'image filter', 'shared value', 'useSharedValue', 'runOnJS', 'scheduleOnRN', 'thread', 'worklet', or any question involving UI, graphics, native modules, or React Native threading and animation behavior. Also use when a more specific sub-skill matches. | keybase/client | 9.2k | 2026-06-08 |
| 5682 | api-automationWHartTest 接口自动化管理工具。用于管理接口模块、数据库配置、环境与变量、自定义函数、接口调试、测试用例、同步配置、任务套件与执行结果。当需要创建接口自动化资源、调试接口、编排用例、执行测试或排查同步问题时使用。 | MGdaasLab/WHartTest | 950 | 2026-06-03 |
| 5683 | design-critiqueFacilitate structured design critiques with clear feedback frameworks and actionable outcomes. | Owl-Listener/designer-skills | 1.8k | 2026-03-07 |
| 5684 | gitlab-ci-patternsBuild GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up automated testing and deployment. | wshobson/agents | 37.8k | 2026-04-19 |
| 5685 | mcp-server-patterns使用Node/TypeScript SDK构建MCP服务器——工具、资源、提示、Zod验证、stdio与可流式HTTP对比。使用Context7或官方MCP文档获取最新API信息。 | affaan-m/ECC | 228.9k | 2026-03-21 |
| 5686 | mechanical-design-toolkit机械设计工具箱 - 17个功能模块，齿轮/螺栓/轴承/传动/材料/公差等，支持强度校核、参数选型、公差查询。符合GB、ISO标准。 | foxcy8251/mu | 0 | 2026-05-04 |
| 5687 | powerbi-report-managementManage Power BI report workspace items and PBIR definitions in Microsoft Fabric via `az rest` CLI against the Fabric REST API. Use when the user wants to: (1) upload or publish a PBIR/report definition to Fabric, (2) get or download report definitions, (3) update report item definitions or properties, (4) list workspace reports, (5) delete reports. For editing PBIR files, pages, visuals, filters, themes, or formatting, use `powerbi-report-authoring`. For business questions over report data, use `fabriciq`. Triggers: upload PBIR report definition, upload Power BI report, download PBIR definition, publish PBIR definition, publish Power BI report to Fabric, manage Power BI reports, list workspace reports. | microsoft/skills-for-fabric | 763 | 2026-07-09 |
| 5688 | ui-testAI-powered adversarial UI testing via the browse CLI. Analyzes git diffs to test only what changed, or explores the full app to find bugs. Tests functional correctness, accessibility, responsive layout, and UX heuristics. Use when the user asks to test UI changes, QA a pull request, audit accessibility, or run exploratory testing. Supports local browser (localhost) and remote Browserbase (deployed sites). | browserbase/skills | 3.6k | 2026-05-18 |
| 5689 | django-tddDjango testing strategies with pytest-django, TDD methodology, factory_boy, mocking, coverage, and testing Django REST Framework APIs. | affaan-m/ECC | 228.9k | 2026-06-11 |
| 5690 | e2Agent E2 - Qualitative Coding Specialist - Systematic coding and theme development.
Covers codebook development, coding strategies, saturation assessment, and CAQDAS guidance. | brycewang-stanford/Auto-Empirical-Research-Skills | 2.7k | 2026-04-03 |
| 5691 | paddle-ocr面向法律 PDF 与扫描件的 PaddleOCR 结构化解析技能。默认将本地 PDF 或图片转换为 Markdown，并在技能内部保留可追溯 archive 归档。适用于卷宗、病历、证据材料、发票、财报、复杂扫描件、表格密集文档、公式与多栏版面。触发词包括：法律 PDF OCR、卷宗 OCR、病历 OCR、证据扫描件转 Markdown、PaddleOCR、表格识别、公式识别、版面分析、PDF 转 Markdown、复杂 PDF 解析。 | cat-xierluo/legal-skills | 457 | 2026-06-08 |
| 5692 | visionQuery images with a local Ollama vision model without loading the image into the main agent context. Use when you need to describe a screenshot, check whether rendered content is present, detect overlapping elements, or ask any visual question about a PNG/JPEG/WebP file. Requires Ollama running locally with the Gemma 4 multimodal model (`gemma4` on Ollama). Script: .agents/skills/vision/scripts/ask.py. Trigger phrases: "describe image", "what does this screenshot show", "does the canvas contain content", "check screenshot visually", "look at this image", "any overlapping elements", "vision query". | gridaco/grida | 2.6k | 2026-04-26 |
| 5693 | claude-skill-verilogVerilog/SystemVerilog coding style and Verilator workflow guidance | londey/claude-skill-verilog | 17 | 2026-04-21 |
| 5694 | polymarketQuery Polymarket prediction market data — search markets, get prices, orderbooks, and price history. Read-only via public REST APIs, no API key needed. | moltis-org/moltis | 2.8k | 2026-04-20 |
| 5695 | paper-reading用于系统性阅读和批判性分析 AI 论文的可执行 skill。适用于单篇 arXiv / PDF 论文的 reviewer-level 解读、理论推导分析、工程实现拆解、实验审查、相关文献对比、理论质疑、复现评估。会先运行 scripts 自动完成 arXiv 最新版本解析、输出目录创建、基础网页抓取、hjfy 访问尝试、papers.cool 页面抓取、参考文献与图像素材预处理，再生成固定章节的阅读报告骨架，最后基于论文原文与真实文献补全一份自包含的 Markdown 阅读报告。强化公式理解：要求对关键公式做上下文就地解释，把符号表、自然语言翻译、代码对应和极简数值例子分散插入到最合适的小节，而不是集中堆放。强化表格落地：主结果表、扩展指标表、数据规模表、关键消融表、附加泛化表必须优先转写进主报告，并且要在对应实验分析位置就地出现，不允许只放到附录或在最终阅读报告中缺失关键表格。统一数学公式格式：行内公式必须使用 $...$，跨行公式必须使用独立的 $$ ... $$ 公式块；不得在公式块中使用 \tag{} 手动编号，公式编号应写在正文中。为提高兼容性，应优先使用单行 display 公式；确需多行时，用 aligned 等标准 LaTeX 多行环境，禁止在 display 公式里裸写以 +、-、* 开头的行。不要用于纯摘要改写、多论文综述、无原文依据的自由发挥。 | sodalone/paper-reading-skill | 106 | 2026-04-20 |
| 5696 | security-audit全面的代码安全检查和服务器安全审计skill。适用于：(1) 代码漏洞扫描 - 检测SQL注入、XSS、SSRF等OWASP Top 10漏洞，(2) 依赖安全检查 - 识别过时或有漏洞的第三方库，结合实时搜索确认最新CVE，(3) 服务器配置审计 - 检查SSH、防火墙、权限等安全配置，(4) 敏感信息泄露检测 - API密钥、密码、令牌等硬编码检测，(5) 容器安全扫描 - Docker镜像和Kubernetes配置审计，(6) CI/CD安全检查。触发关键词："安全检查"、"漏洞扫描"、"代码审计"、"security audit"、"vulnerability scan"、"SAST"、"dependency check"、"CVE检测"等。不用于：修复单个已定位的bug、编写新的安全功能代码、对无授权的第三方系统做扫描或渗透测试。 | staruhub/ClaudeSkills | 561 | 2026-07-02 |
| 5697 | ast-deobfuscate用 Babel AST 还原混淆的 JS 代码（字符串解密、控制流还原、死代码删除）。 | zhizhuodemao/ai-reverse-toolkit | 361 | 2026-03-11 |
| 5698 | code-analysisINTERNAL DEV WORKFLOW for WpfHexEditor — Claude self-invokes this skill BEFORE
any non-trivial edit AND AFTER multi-file changes, to enforce CLAUDE.md rules
(functions <=25 lines, classes <=300, 1-file-1-responsibility, module
boundaries, forbidden patterns). Auto-trigger on: edits >50 lines, new files,
refactors, module-crossing changes, plugin/SDK touches, performance-sensitive
paths (HexEditor buffer, CodeEditor render, viewport, drag/scroll), Roslyn
diagnostics work. Skip on: doc-only, resx-only, comment fixes, single-line bug
fixes, single-file <20-line edits. | abbaye/WpfHexEditorIDE | 924 | 2026-05-15 |
| 5699 | tdd-workflow새 기능 작성, 버그 수정 또는 코드 리팩터링 시 이 스킬을 사용하세요. 단위, 통합, E2E 테스트를 포함한 80% 이상의 커버리지로 테스트 주도 개발을 시행합니다. | affaan-m/ECC | 228.9k | 2026-03-13 |
| 5700 | knowledge-opsUse when a Head of Ops, Knowledge Manager, or TPM-Internal needs to author, validate, or clean up company SOPs and internal runbooks (procurement intake, vendor offboarding, incident-comms cascade, employee onboarding) — including 5W2H completeness checks (Who-What-When-Where-Why-How-HowMuch), cross-link and orphan-page validation across a sprawling Notion/Confluence/Obsidian wiki, KB ingestion + hygiene reporting, and runbook step verification (named owner, expected duration, observable success signal, rollback path, escalation contact). Pairs Ishikawa's 5W2H method, Gawande's *The Checklist Manifesto*, ISO 9001, ITIL v4, and Google SRE Workbook runbook discipline with deterministic stdlib-only Python tools that score completeness, detect anti-patterns, and emit prioritized cleanup lists (e.g., "validate this runbook before it goes into rotation", "audit our Confluence wiki for stale and orphaned SOPs"). | alirezarezvani/claude-skills | 22.4k | 2026-06-11 |