Agent Skills Index

Agent skills index, page 25

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No.: 2,401
quiz出题与测验，评估用户对知识节点的掌握情况。
Skill content language: Chinese
Repository: Tencent/WeSmartFlow
GitHub stars: 1,063Updated: Jun 1, 2026
No.: 2,402
umb-bump-versionBump the Umbraco CMS version across all required files. Use when the user asks to bump, update, or set the version number — e.g., "bump version to 17.3.4", "set version to 18.0.0-rc", "update version". Accepts the target version as an argument.
Repository: umbraco/Umbraco-CMS
GitHub stars: 5,280Updated: May 6, 2026
No.: 2,403
self-improvementCaptures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.
Repository: wanikua/danghuangshang
GitHub stars: 2,715Updated: Mar 23, 2026
No.: 2,404
deepxivSearch and progressively read open-access academic papers through DeepXiv. Use when the user wants layered paper access, section-level reading, trending papers, or DeepXiv-backed literature retrieval.
Repository: wanshuiyin/Auto-claude-code-research-in-sleep
GitHub stars: 18,702Updated: Oct 29, 2026
No.: 2,405
paper-writeDraft LaTeX paper section by section from an outline. Use when user says "写论文", "write paper", "draft LaTeX", "开始写", or wants to generate LaTeX content from a paper plan.
Repository: wanshuiyin/Auto-claude-code-research-in-sleep
GitHub stars: 18,702Updated: Oct 31, 2026
No.: 2,406
huashu-nvwa女娲造人：输入人名/主题/甚至只是模糊需求，自动深度调研→思维框架提炼→生成可运行的人物Skill。两种入口：(1)明确人名→直接蒸馏 (2)模糊需求→诊断推荐→再蒸馏。触发词：「造skill」「蒸馏XX」「女娲」「造人」「XX的思维方式」「做个XX视角」「更新XX的skill」。模糊需求也触发：「我想提升决策质量」「有没有一种思维方式能帮我...」「我需要一个思维顾问」。
Skill content language: Chinese
Repository: xmg2024/nvwa-skill
GitHub stars: 81Updated: Apr 9, 2026
No.: 2,407
reverse-skill-routerRoutes reverse engineering, exploitation, penetration testing, malware, mobile, firmware, browser automation, documentation, and security tasks to the appropriate specialist skill. Use when a task spans modules or the correct reverse-skill entrypoint is unclear.
Skill content language: Chinese
Repository: zhaoxuya520/reverse-skill
GitHub stars: 44,150Updated: Sep 22, 2026
No.: 2,408
rust-testingRust测试模式，包括单元测试、集成测试、异步测试、基于属性的测试、模拟和覆盖率。遵循TDD方法学。
Skill content language: Chinese
Repository: affaan-m/ECC
GitHub stars: 297,201Updated: Mar 22, 2026
No.: 2,409
growth-logWrite growth log entries that extract reusable patterns from completed work — root cause, transferable rule, and a recognizable signal — instead of diary-style event narration, with a 4-8 sentence template and merge-duplicates discipline. Use when capturing what was learned after a complex task, debugging session, failure, or rollback, when reviewing progress over a period, or when a delivery gate asks what was learned.
Repository: affaan-m/ECC
GitHub stars: 297,201Updated: Sep 27, 2026
No.: 2,410
homelab-wireguard-vpnWireGuard VPN server setup, peer configuration, key generation, split tunneling vs full tunnel routing, and remote access to a home network from mobile and laptop clients. Use when setting up WireGuard for remote access to a home network, or deciding between split and full tunnel routing.
Repository: affaan-m/ECC
GitHub stars: 297,201Updated: Aug 12, 2026
No.: 2,411
knowledge-opsKnowledge base management, ingestion, sync, and retrieval across multiple storage layers (local files, MCP memory, vector stores, Git repos). Use when the user wants to save, organize, sync, deduplicate, or search across their knowledge systems.
Repository: affaan-m/ECC
GitHub stars: 297,201Updated: Jun 11, 2026
No.: 2,412
scientific-writingAcademic manuscript writing with IMRAD structure, citation formatting, and reporting guidelines. Use when drafting or revising research papers.
Repository: aiming-lab/AutoResearchClaw
GitHub stars: 14,820Updated: Mar 31, 2026
No.: 2,413
zhang-yiming-perspective张一鸣（字节跳动/TikTok创始人）的思维框架与表达方式。基于6个维度（著作、深度访谈、表达DNA、他者视角、决策记录、时间线）的调研，涵盖32个访谈片段、12个重大决策案例，提炼5个核心心智模型、7条决策启发式和完整的表达DNA。用途：作为思维顾问，用张一鸣的视角分析产品、组织、全球化、人才和个人成长问题。当用户提到「用张一鸣的视角」「张一鸣会怎么看」「一鸣的思路」「zhang yiming perspective」时使用。即使用户只是说「帮我用张一鸣的角度想想」「如果是字节会怎么做」「切换到张一鸣」也应触发。即使用户说「字节怎么看」「头条的逻辑」「一鸣怎么选择」「一鸣」也应触发。
Skill content language: Chinese
Repository: alchaincyf/nuwa-skill
GitHub stars: 37,560Updated: Jul 2, 2026
No.: 2,414
latex-thesis-zh中文 LaTeX 学位论文助手，面向已有 .tex 硕博论文工程与学位论文评阅书：编译诊断、GB/T 7714、模板识别、结构/格式/公式断行、术语一致性、逻辑与文献综述、方法/工程应用章、标题优化、去 AI 味、主张前置（自我削弱/免责句后置）检查、单元润色与漂移核对、盲审隐匿、对照学校规范逐项终检；评阅意见整理、逐条回复、修改说明与修改审查表（仅评阅书也可先建台账）。Beamer 答辩稿用 latex-defense-zh，不用于期刊/会议审稿回复信。触发词：学位论文/毕业论文/硕士/博士论文/润色这段/润色这一节/单元润色/核对润色。英文论文用 latex-paper-en，审稿总评用 paper-audit。
Skill content language: Chinese
Repository: bahayonghang/academic-writing-skills
GitHub stars: 528Updated: Oct 15, 2026
No.: 2,415
reverser-virtualized-protectorsVMProtect, VMP2, Themida, and CodeVirtualizer reversing workflow using Radare2/Ghidra facts and Back Engineering Labs research guidance.
Repository: BitterSecurity/Decepticon
GitHub stars: 6,538Updated: Jul 12, 2026
No.: 2,416
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
Skill content language: Chinese
Repository: brycewang-stanford/Auto-Empirical-Research-Skills
GitHub stars: 4,912Updated: Jun 23, 2026
No.: 2,417
r-optimizerR语言实证分析优化Skill。优化R代码效率、处理大规模面板数据、加速回归计算（并行化、向量化、向量化）。触发词：R语言优化/R加速/R性能优化/大规模数据处理/R optimization
Skill content language: Chinese
Repository: brycewang-stanford/Auto-Empirical-Research-Skills
GitHub stars: 4,912Updated: Jun 23, 2026
No.: 2,418
bzd-problem-restatementGenerate a compliant Chinese mathematical-modeling problem-restatement chapter from a complete problem statement, or review a user's restatement against the original problem. Covers research background, problem review, and research overview; does not perform the separate problem-analysis chapter.
Repository: BZDmathclub/bzd-math-modeling-skills
GitHub stars: 429Updated: Aug 27, 2026
No.: 2,419
elevenlabsGenerate AI voiceovers, sound effects, and music using ElevenLabs APIs. Use when creating audio content for videos, podcasts, or games. Triggers include generating voiceovers, narration, dialogue, sound effects from descriptions, background music, soundtrack generation, voice cloning, or any audio synthesis task.
Repository: calesthio/OpenMontage
GitHub stars: 76,985Updated: Mar 29, 2026
No.: 2,420
data-processing-nemo-curatorGPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction, NSFW detection. Scales across GPUs with RAPIDS. Use for preparing high-quality training datasets, cleaning web data, or deduplicating large corpora.
Repository: davila7/claude-code-templates
GitHub stars: 33,139Updated: Oct 26, 2026
No.: 2,421
write-prdWrite a practical Product Requirements Document (PRD) from a product idea, feature concept, customer request, business problem, or rough product opportunity. Use when the user asks to write, draft, create, generate, or save a PRD, product requirements document, product spec, feature requirements, 产品需求文档, 产品方案, 需求说明, or PRD from an idea. Output a diagram-rich Markdown PRD under the current project's markdown/ directory.
Repository: digoal/blog
GitHub stars: 8,604Updated: Jun 9, 2026
No.: 2,422
mental-health-analyzer分析心理健康数据、识别心理模式、评估心理健康状况、提供个性化心理健康建议。支持与睡眠、运动、营养等其他健康数据的关联分析。
Skill content language: Chinese
Repository: FreedomIntelligence/OpenClaw-Medical-Skills
GitHub stars: 3,092Updated: Mar 8, 2026
No.: 2,423
prompt-optimizerTurn any rough prompt, half-formed idea, or task description into a finished, ready-to-send prompt optimized for any LLM model inside a chat interface — NOT the API. Use this skill whenever the user wants to write, rewrite, optimize, improve, sharpen, or polish a prompt for chat. Trigger phrases include "rewrite this prompt", "make this a better prompt", "optimize this prompt", "turn this into a prompt", "help me prompt this", "draft a prompt that...", "I want to ask...", or whenever the user pastes a draft prompt and asks for improvements. Also trigger when the user describes a task they plan to send to an LLM model and clearly wants a reusable, well-structured prompt rather than a direct answer. The output is always a single, copy-pasteable prompt in a code block that the user sends as-is — never a template with placeholders.
Repository: github/awesome-copilot
GitHub stars: 40,822Updated: May 14, 2026
No.: 2,424
econ-writeExpert economics paper writing assistant synthesizing advice from 50+ top guides by Cochrane, McCloskey, Shapiro, Head, Bellemare, Goldin, Glaeser, Kremer, and other leading economists. USE THIS SKILL whenever the user writes, edits, reviews, rewrites, or structures any economics paper, thesis, job market paper, abstract, introduction, conclusion, results section, literature review, or referee response. Also handles LaTeX formatting, presentations, and paper audits. Covers all paper types (applied, theory, structural, mixed) and all sections.
Repository: hanlulong/econ-writing-skill
GitHub stars: 690Updated: Jul 15, 2026
No.: 2,425
pine-scriptExport backtest strategies to indicator/strategy code for major trading platforms — TradingView, 通达信, 同花顺, 东方财富, MT5.
Repository: HKUDS/Vibe-Trading
GitHub stars: 37,696Updated: Sep 8, 2026
No.: 2,426
english-exam-writing-reviewer可追溯的中国主流英语考试作文批改 Skill。覆盖 6 种考试级别——全国大学英语四/六级（CET-4 / CET-6）+ 全国硕士研究生招生考试英语一/二 A 节应用文 + B 节短文（Postgrad1A / Postgrad1B / Postgrad2A / Postgrad2B）。严格对齐各考试官方大纲的「档次制 + 总体印象评分法」（CET 14/11/8/5/2 档；考研 5/4/3/2/1 档），每一个分数都能回到档次描述符原文 + 作文具体证据句（rationale_trace 字段）；全中文教练式反馈，附档内调节、扣分规则、档次边界判定、升级路径（含基于词汇库的具体替换建议，每次 ≤ 5 条）、 JSON + 中文 HTML 批改报告（含 SVG 雷达图）。独有功能：考研 A 节 Directions ≥ 8 词原句照搬检测、跨考试多级别同时批改、低频/越界题型 calibration_status 防幻觉机制。当用户提交英文作文并要求批改/评分/打分时触发。触发词：批改四级/六级作文、CET 作文评分、四六级写作批改、考研英语作文批改、英一/英二作文打分、考研一图画作文、考研二图表作文、考研 A 节书信批改、给我打个分、档次是怎么定的、怎么升档、按官方标准评一下、字数不够会不会扣分、review CET-4/CET-6 writing、grade CET essay、grade postgraduate English essay、score this kaoyan essay。无论用户用「Postgrad2B」内部 ID 还是「考研英二大作文」自然话术，都应触发本 Skill。 **严格不做**：① 翻译；② 雅思/托福/高考/GRE/专四专八（请用对应独立 Skill）；③ 纯词汇训练； ④ 句子级语法润色（用 Grammarly 类工具）；⑤ 阅读理解/听力/翻译题答疑； ⑥ 真实场景英文邮件润色（非应试作文）；⑦ 诗歌/小说等创作类写作评分。
Skill content language: Chinese
Repository: infometa/workbuddyskills
GitHub stars: 407Updated: Jul 21, 2026
No.: 2,427
image-understanding图片理解智能体，负责识别图片内容、反推提示词、分析图片风格、对比图片差异以及文字识别（OCR）。
Skill content language: Chinese
Repository: jeffstric/ZJT
GitHub stars: 239Updated: Sep 1, 2026
No.: 2,428
baoyu-post-to-weiboPosts content to Weibo (微博). Supports regular posts with text, images, and videos, and headline articles (头条文章) with Markdown input via Chrome CDP. Use when user asks to "post to Weibo", "发微博", "发布微博", "publish to Weibo", "share on Weibo", "写微博", or "微博头条文章".
Repository: JimLiu/baoyu-skills
GitHub stars: 27,306Updated: Nov 1, 2026
No.: 2,429
beekeeping-basicsIntroduction to backyard beekeeping including equipment, hive management, and honey harvesting. Use when someone wants to start beekeeping, improve garden pollination, produce honey, or is evaluating whether beekeeping fits their situation.
Repository: LeoYeAI/openclaw-master-skills
GitHub stars: 2,169Updated: May 25, 2026
No.: 2,430
html-ppt-zhangzara-monochromeA grant proposal on CRISPR base-editing for sickle-cell disease — the hypothesis, the approach, the milestones, and the risk. Built as a decision-grade academic research deck for grant review committee.
Repository: nexu-io/open-design
GitHub stars: 106,055Updated: Jul 10, 2026
No.: 2,431
adobe-design-from-templateCreate any visual design using Adobe Express templates — flyers, posters, social media posts (Instagram, Facebook, LinkedIn), business cards, invitations, greeting cards, resumes, cover letters, brochures, newsletters, certificates, presentations, YouTube thumbnails, email headers, logos, menus, and labels. Use this skill whenever the user wants to make, design, or build any visual — even if they just say "make me a flyer", "design a poster", "I need something for Instagram", "create an event invite", or "make a business card". Also handles browsing templates, editing text, replacing images, changing backgrounds, animating, and exporting designs. Access: 🔐 Signed-In required | Gen AI: ❌ by default — image replacement only where the surface permits generative AI (e.g. Codex); none on Claude
Repository: openai/plugins
GitHub stars: 7,772Updated: Aug 27, 2026
No.: 2,432
voice-callStart voice calls via the OpenClaw voice-call plugin.
Repository: openclaw/openclaw
GitHub stars: 393,741Updated: Jun 22, 2026
No.: 2,433
short-drama-storyboard把已接受的中文短剧剧本和资产转成原文落实表、有戏剧动机的镜头、连续性边界与冻结关键帧提示词；关键场次可先做场次视觉计划或 Coverage Audition 比较真正不同的导演方案。用户提出“拆分镜/设计镜头/做镜头表”“场次视觉计划/调度故事板”“比较导演方案/Coverage Audition”“写首帧/关键帧提示词”“检查轴线、站位、视线、持物连续性”，或需要在不生成媒体的前提下把竖屏短剧、漫剧的剧本内容转成可拍的画面时使用。
Skill content language: Chinese
Repository: worldwonderer/drama-skills
GitHub stars: 805Updated: Aug 18, 2026
No.: 2,434
story-deslop网文去AI味。检测并清除文本中的AI写作痕迹，让文字回归自然、有人味。触发方式：/story-deslop、/去AI味、「去AI味」「去味」「deslop」「这篇太AI了」
Skill content language: Chinese
Repository: xiamuceer-j/MuMuAINovel
GitHub stars: 3,262Updated: Apr 29, 2026
No.: 2,435
produce-mvMV制作技能。根据歌曲歌词或已有MV剧本，结合用户提供的角色/场景参考图片（支持读取指定文件夹），生成完整MV分镜、故事板配置和Seedance视频生成任务。关键词：MV、音乐视频、Music Video、分镜、歌词、storyboard、视频生成。
Skill content language: Chinese
Repository: zhaihao118/Micro-Drama-Skills
GitHub stars: 327Updated: Feb 23, 2026
No.: 2,436
carrier-relationship-management用于管理承运商组合、协商运费、跟踪承运商绩效、分配货运以及维护战略承运商关系的编码专业知识。基于拥有15年以上经验的运输经理提供的信息。包括记分卡框架、RFP流程、市场情报和合规性审查。适用于管理承运商、协商费率、评估承运商绩效或制定货运策略时使用。
Skill content language: Chinese
Repository: affaan-m/ECC
GitHub stars: 297,201Updated: Oct 1, 2026
No.: 2,437
network-bgp-diagnosticsDiagnostics-only BGP troubleshooting patterns for neighbor state, route exchange, prefix policy, AS path inspection, and safe evidence collection. Use when a BGP neighbor is down, routes are missing, or prefix policy and AS path need inspection.
Repository: affaan-m/ECC
GitHub stars: 297,201Updated: Aug 12, 2026
No.: 2,438
network-interface-healthDiagnose interface errors, drops, CRCs, duplex mismatches, flapping, speed negotiation issues, and counter trends on routers, switches, and Linux hosts. Use when an interface shows errors, drops, CRCs, flapping, or a duplex or speed mismatch.
Repository: affaan-m/ECC
GitHub stars: 297,201Updated: Aug 12, 2026
No.: 2,439
trump-perspective唐纳德·特朗普（Donald Trump）的思维框架与行为逻辑。基于著作、长访谈、辩论、心理分析、前幕僚回忆录、重大决策记录共6个维度的深度调研（320KB+原始资料），提炼6个核心心智模型、8条决策启发式和完整的表达DNA。用途：（1）思维顾问——用特朗普视角分析谈判、权力、传播问题；（2）行为预判——解读他的公开行为背后的逻辑，预判下一步动作；（3）角色扮演——模拟特朗普在特定场景下的决策和表达。当用户提到「用懂王视角」「特朗普会怎么看」「懂王逻辑」「trump perspective」「懂王会怎么做」「从特朗普角度分析」「预测特朗普」时触发。
Skill content language: Mixed languages
Repository: alchaincyf/nuwa-skill
GitHub stars: 37,560Updated: Jul 2, 2026
No.: 2,440
virtuosoOperate Cadence Virtuoso through virtuoso-bridge: SKILL, CIW, schematic/symbol/layout, GDS, and ADE Maestro. Use spectre for standalone netlist-driven simulation.
Repository: Arcadia-1/virtuoso-bridge-lite
GitHub stars: 971Updated: Oct 23, 2026
No.: 2,441
videocut口播视频转录和口误识别。生成审查稿和删除任务清单。触发词：剪口播、处理视频、识别口误
Skill content language: Chinese
Repository: Ceeon/videocut-skills
GitHub stars: 2,005Updated: May 28, 2026
No.: 2,442
cy-carousel制作 AI 科技类小红书图文轮播（封面＋10张内页，1440×1920，暗底或浅色纸底，电子青强调色）：讲一个 AI 概念、一篇论文或一个产品，体裁是「AI 学习笔记」。查证一手出处、找开放授权素材（论文原文、真实截图、人物照），用 scripts/手排.py 照 ELIZA 的做法逐页手排（毛笔双色标题、原文纸条放大加红圈、电子青大数字、问句贴条），再用 render.py 渲染、check_all.py 检查、package.py 打包。用户要做 AI/科技/论文/产品类图文，或复用、精修这类轮播时使用。
Skill content language: Chinese
Repository: chengyi-ai/cy-carousel-skill
GitHub stars: 431Updated: Oct 17, 2026
No.: 2,443
photo-cull-retouchSelect the best photos from an input folder, prepare Codex imagegen portrait-retouch tasks, and finalize edited outputs.
Repository: dudachun/photo-cull-retouch
GitHub stars: 36Updated: Jun 28, 2026
No.: 2,444
test-auditFind low-value or duplicate tests and the test-only code they keep alive. (gstack)
Repository: garrytan/gstack
GitHub stars: 139,685Updated: Nov 2, 2026
No.: 2,445
equity-deep-diveA thorough single-equity deep dive — read the recent qualitative picture from the web, then ground it in fundamentals and health ratios, an intrinsic DCF with a sensitivity range, a comparable-company cross-check, and the analyst-consensus view.
Repository: google-research/google-research
GitHub stars: 39,117Updated: Jul 22, 2026
No.: 2,446
higgsfield-brandkitCreate and extend complete visual brand systems through the Higgsfield CLI and bundled deterministic local tooling: palettes, SVG logo marks, typography, mockups, social graphics, packaging, signage, merchandise, posters, presentation decks, and editable PPTX/PDF brandbooks. Preserves official supplied assets, persists approvals locally, and regenerates only dependent outputs. Use when: "create a brand kit", "make a visual identity", "design a logo and brandbook", "apply this logo to branded assets", "make packaging or signage", or "extend our existing branding". Chain with higgsfield-generate for general image production and Marketing Studio brand-kits when importing website metadata for ads. NOT for unbranded image generation (use higgsfield-generate), product catalog photography (use higgsfield-product-photoshoot), website implementation (use higgsfield-websites), or native Figma/Canva/PSD/AI delivery.
Repository: higgsfield-ai/skills
GitHub stars: 1,892Updated: Oct 27, 2026
No.: 2,447
nsfc-writer国家自然科学基金标书写作专家，提供从选题、评分到完整标书写作的交互式指导。支持青年项目、面上项目标书写作，集成文献调研功能。Use when working with NSFC proposals, grant applications, or when user mentions 国自然、基金标书、标书写作、科研基金。
Skill content language: Chinese
Repository: HUANG19910918/Vibe-grant-writer
GitHub stars: 4Updated: Mar 24, 2026
No.: 2,448
wechat-reader读取微信群聊记录，提取任务、决策、需求信息。触发词：「读取群聊」「微信记录」「剧组群」。
Skill content language: Chinese
Repository: khanhhuyenngo985-sys/character-scene-design-skills
GitHub stars: 17Updated: Apr 20, 2026
No.: 2,449
drama-director短剧漫剧导演 — 一键把剧本/小说段落转成九宫格分镜 + 15 秒漫剧视频。接入 Atlas Cloud 的 GPT Image 2（九宫格漫剧页）和 Seedance 2.0 I2V（15s 动画），一个 API key 打通全流程。触发词：短剧、漫剧、剧本转视频、小说转视频、分镜生成、九宫格、storyboard、comic drama、漫画页、AI 短剧制作、GPT Image 2 + Seedance。
Skill content language: Chinese
Repository: kianaliang-dev/drama-director-skill
GitHub stars: 34Updated: Apr 24, 2026
No.: 2,450
claude-to-imBridge THIS Claude Code or Codex session to Telegram, Discord, Feishu/Lark, QQ, or WeChat so the user can chat with Claude from their phone. Use for: setting up, starting, stopping, or diagnosing the claude-to-im bridge daemon; forwarding Claude replies to a messaging app; any phrase like "claude-to-im", "bridge", "消息推送", "消息转发", "桥接", "连上飞书", "手机上看claude", "启动后台服务", "诊断", "查看日志", "配置". Subcommands: setup, start, stop, status, logs, reconfigure, doctor. Do NOT use for: building standalone bots, webhook integrations, or coding with IM platform SDKs — those are regular programming tasks.
Repository: op7418/Claude-to-IM-skill
GitHub stars: 2,901Updated: Mar 23, 2026
No.: 2,451
timeless-weddingAI 跨时空婚礼电影生成器（免费 API 版）。基于 Agnes 免费图片/视频 API，上传男女照片穿越 2-4 个中国历史朝代生成电影级婚礼短片。当用户想要免费制作 AI 婚礼视频、跨朝代爱情电影、或 dynasty-themed couple video with face-swap enhancement 时调用此 Skill。
Skill content language: Chinese
Repository: smart-open/skills
GitHub stars: 16Updated: Sep 19, 2026
No.: 2,452
data-analysisAnalyze, explore, clean, and visualize datasets with statistical rigor. Use when user asks to analyze data, find patterns, compute statistics, create visualizations, clean messy data, or explore a dataset. Trigger when user says things like "analyze this data", "what trends do you see", "find patterns in", "create a chart", "clean this dataset", "run statistics on", "what does this data tell us", or provides CSV/Excel/JSON data for exploration. Also trigger for A/B test analysis, cohort analysis, and data quality assessments. Do NOT trigger for simple data format conversions, database query writing without analysis, or ETL pipeline design.
Repository: Upsonic/Upsonic
GitHub stars: 7,967Updated: Mar 17, 2026
No.: 2,453
cad-modelingExpert skill for parametric 3D CAD model development with design intent and configuration management
Repository: a5c-ai/babysitter
GitHub stars: 1,891Updated: Jun 1, 2026
No.: 2,454
data-cleaningClean and transform messy data for analysis in Python, R, or Stata
Repository: brycewang-stanford/Auto-Empirical-Research-Skills
GitHub stars: 4,912Updated: Jun 18, 2026
No.: 2,455
cnki-downloadDownload a paper PDF/CAJ from CNKI. Requires user to be logged in. Use when user wants to download a specific paper.
Repository: cookjohn/cnki-skills
GitHub stars: 1,046Updated: Feb 28, 2026
No.: 2,456
mx-data基于东方财富权威数据库的金融数据查询工具，支持行情、财务及关联关系数据。
Skill content language: Chinese
Repository: datawhalechina/hello-agents
GitHub stars: 86,146Updated: May 17, 2026
No.: 2,457
boss可审计的 agent 团队：BMAD 全自动研发流水线编排器。编排 9 个专业 Agent（PM、架构师、UI Designer、Tech Lead、Scrum Master、Frontend、Backend、QA、DevOps）从需求到部署，每一步都有事件溯源 + 不可绕过门禁 + 确定性 eval——可验证测试真跑、门禁真过。支持单环节切片命令（/boss:plan /review /qa /ship）与无 CLI 纯 Markdown 降级。 Triggers（全流水线）: 'boss mode', '/boss', '全自动开发', '从需求到部署', '帮我做一个', 'build this', 'ship it', '全流程', '自动化开发', '一键开发', 'start a project', 'new feature' Triggers（单环节切片，对存量项目最常用）: - /boss:review — '帮我评审', '代码评审', '技术评审', '看看这段代码有什么问题', '风险评估', 'review this', 'review my PR', 'code review' - /boss:qa — '跑一下测试', '补测试', '检查质量', '测试覆盖够不够', '门禁过了吗', 'run the tests', 'check quality', 'add tests' - /boss:plan — '先出个方案', '写个 PRD', '设计一下架构', 'write a spec', 'plan this feature' - /boss:ship — '可以发布了吗', '部署检查', 'ready to ship', 'deploy checks' Does NOT trigger: - 单文件修改或简单 bug 修复（直接编辑即可） - 纯代码阅读或解释（使用 read 工具） - 已有 pipeline 正在运行时的重复启动 - 极小事（预计 <30 分钟人工可完成、不需要 PRD/架构/门禁记录） Output: 完整项目代码 + PRD/架构/UI/测试/部署文档，写入 .boss/<feature>/ 目录
Skill content language: Chinese
Repository: echoVic/boss-skill
GitHub stars: 544Updated: Sep 29, 2026
No.: 2,458
football-quant-os当用户询问足球比赛预测、赔率分析、价值投注、让球推荐、大小球推荐、比赛结果预测、世界杯分析、投注策略、Kelly注码、冷门雷达、数据集成、特征工程等足球量化分析问题时使用。触发关键词：预测、赔率、投注、让球、大小球、比赛分析、世界杯、欧洲杯、价值、冷门、Kelly、资金配置、模型概率、足球分析、quant、数据源、特征、回测。
Skill content language: Chinese
Repository: giziwy-ship-it/football-quant-os
GitHub stars: 7Updated: Jun 19, 2026
No.: 2,459
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.
Skill content language: Chinese
Repository: jeecgboot/skills
GitHub stars: 245Updated: May 30, 2026
No.: 2,460
caveman-compressCompress a memory file such as CLAUDE.md or a todo list into caveman format to save input tokens, keeping a readable backup. Sends the file's text to the configured model provider. Trigger: /caveman-compress.
Repository: JuliusBrussee/caveman
GitHub stars: 117,645Updated: Oct 23, 2026
No.: 2,461
wireframe-mobile-flowA lo-fi multi-screen MOBILE flow wireframe — three or four phone frames laid out in a row on a board, showing a connected user flow (Onboarding → Home feed → Item detail → Confirm). Grey-box content inside each device, dashed connector arrows + numbered step labels between screens, and a couple of annotation callouts. Reads like an app flow pinned to a whiteboard before any pixels are committed. Use when the brief asks for "mobile wireframe", "app flow", "user flow wireframe", "lo-fi mobile", "low fidelity", "线框图", "移动端线框", or "App 流程".
Repository: nexu-io/open-design
GitHub stars: 106,055Updated: Jul 27, 2026
No.: 2,462
vitestVitest API and config reference (Jest-compatible) — mocking with vi.*, spies, fake timers, coverage configuration, fixtures, snapshots, and test filtering. Use for Vitest API and configuration questions anywhere in the monorepo; for Studio-specific test strategy and component-test setup, start with studio-testing and studio-mock-api-tests.
Repository: supabase/supabase
GitHub stars: 114,563Updated: Jul 24, 2026
No.: 2,463
basic-design-reviewer基本設計書をレビューし10点満点でスコアリングする
Skill content language: Japanese
Repository: takemo101/compose-workflow
GitHub stars: 0Updated: Jan 29, 2026
No.: 2,464
robots-txtUse when applies to any public website. Use when auditing technical SEO foundations or diagnosing crawl coverage gaps.
Repository: thedaviddias/Front-End-Checklist
GitHub stars: 74,649Updated: Oct 4, 2026
No.: 2,465
langchain-architectureDesign LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.
Repository: wshobson/agents
GitHub stars: 42,226Updated: Jul 7, 2026
No.: 2,466
citation-checkAudit in-text/reference parity, DOIs, claim support, and citation style.
Repository: brycewang-stanford/Auto-Empirical-Research-Skills
GitHub stars: 4,912Updated: Jun 3, 2026
No.: 2,467
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.
Repository: LeoYeAI/openclaw-master-skills
GitHub stars: 2,169Updated: May 5, 2026
No.: 2,468
landscape-drawing-review-skill景观施工图预审专家级 Skill「总工之眼」v3.1。基于李博总工 20 年实战经验，集成中国规范 1500+ 条、12 条经总工终审与五专业外部工程师复核的经验法则库、三级签字判断逻辑。**任何涉及景观图纸审查、施工图预审、图纸会审、规范核查、绿地率/无障碍/坡度/植物配置/海绵设施/雨水花园/景观照明/亭廊架/无障碍流线/竖向标高/铺装做法的场景，都应使用本技能。** 触发关键词包括：图纸审查、施工图审、方案审查、总工审图、签字建议、规范核查、绿地率、无障碍、坡度、种植间距、覆土深度、海绵城市、雨水花园、景观照明、亭廊架基础、跨专业会签、北方公园、冬季结冰、地下室顶板大乔木、设计院预审、设计院总工、景观合规、施工图错漏、漏审、暂缓签字、不可签字、整改通知、审图档案、landscape review、施工图、构筑物、给排水、铺装。即使用户没有明确说"审查"，只要提到景观图纸、施工图、规范、签字、整改等场景，也应该使用本技能。
Skill content language: Chinese
Repository: Raccoon-Office/Box-Agent
GitHub stars: 15Updated: Jul 21, 2026
No.: 2,469
citation-check-skillVision-enabled verification gate with web search. Use when users want to (1) verify slides/reports/PDFs/images against authoritative online sources, (2) validate that citations actually exist and say what's claimed, (3) check charts/graphs/tables for accuracy, (4) audit AI-generated content in doc-only mode (no external knowledge). Two modes - search mode validates against web, doc-only mode ensures everything traces to provided documents. Supports content in any language.
Repository: serenakeyitan/citation-check-skill
GitHub stars: 257Updated: Jan 26, 2026
No.: 2,470
godmodeJailbreak API-served LLMs using G0DM0D3 techniques — Parseltongue input obfuscation (33 techniques), GODMODE CLASSIC system prompt templates, ULTRAPLINIAN multi-model racing, encoding escalation, and Hermes-native prefill/system prompt integration. Use when a user wants to bypass safety filters, jailbreak a model, or red-team model robustness.
Repository: Tommy-yw/RunbookHermes
GitHub stars: 511Updated: May 1, 2026
No.: 2,471
laravel-verification日本語翻訳：このファイルは laravel-verification 用の日本語翻訳が必要です
Skill content language: Japanese
Repository: affaan-m/ECC
GitHub stars: 297,201Updated: Oct 1, 2026
No.: 2,472
maven-dependency-managementUse when managing Maven dependencies, resolving dependency conflicts, configuring BOMs, or optimizing dependency trees in Java projects.
Repository: benchflow-ai/skillsbench
GitHub stars: 1,899Updated: Jan 26, 2026
No.: 2,473
fiction-distiller短篇换元仿写器 - 从小说文本中提取叙事骨架，将人物/情节/设定/台词全部替换为原创内容，生成字数相近、风格神似、内容全新、可反检测的短篇小说
Skill content language: Chinese
Repository: dama-cyber/magic-distillation
GitHub stars: 109Updated: Jun 18, 2026
No.: 2,474
tutor-aiAI智能家教老师。专为小学生、初中生、高中生提供全学科辅导。特点：(1) 个性化教育，根据学生反馈调整 (2) 深入浅出讲解，支持追问 (3) 互动式教学，主动提问 (4) 课程连贯性，学习记录延续 (5) 支持语音+图形讲解触发条件：(1) 学生问作业题 (2) 辅导功课 (3) 知识点讲解 (4) 学习规划
Skill content language: Chinese
Repository: dvcrn/openclaw-skills-marketplace
GitHub stars: 29Updated: Mar 15, 2026
No.: 2,475
lossless-openclaw-orchestratorUse LCO from an OpenClaw agent to search, describe, expand, and dry-run local Codex session work without reading raw transcripts.
Repository: 100yenadmin/Lossless-Codex-Orchestrator-LCO
GitHub stars: 33Updated: Aug 29, 2026
No.: 2,476
dignified-pythonOpinionated production Python standards with automatic version detection (3.10-3.13). Use when writing, reviewing, or refactoring Python in repos that want modern type syntax, explicit condition checks where practical, pathlib operations, interface guidance, and pragmatic production patterns.
Repository: docling-project/docling
GitHub stars: 70,151Updated: May 15, 2026
No.: 2,477
ui-uitkUnderstands, edits, and generates Unity UI Toolkit UXML and USS with flex layouts. Use for requests involving UI Toolkit, UIElements, UIDocument, PanelSettings, custom elements, or UI runtime binding.
Repository: Unity-Technologies/skills
GitHub stars: 1,214Updated: Sep 29, 2026
No.: 2,478
pytorch-patterns日本語翻訳：このファイルは pytorch-patterns 用の日本語翻訳が必要です
Skill content language: Japanese
Repository: affaan-m/ECC
GitHub stars: 297,201Updated: Oct 1, 2026
No.: 2,479
customs-trade-complianceCodified customs and trade compliance expertise — HS/HTS tariff classification with GRI rules, commercial invoices and entry documentation, Incoterms 2020, FTA qualification and duty optimization (USMCA, RCEP, FTZs, drawback), denied-party screening, and penalty mitigation across US, EU, UK, and APAC jurisdictions. Use when classifying goods, preparing import/export documentation, screening restricted parties, responding to customs audits or CF-28/penalty notices, or optimizing duties.
Repository: affaan-m/ECC
GitHub stars: 297,201Updated: Oct 1, 2026
No.: 2,480
generative-book-learning先根据目标确定章节优先级和阅读路线，再以生成式学习、费曼输出、原文锚点和即时反馈带领中文母语者学习任何非小说书籍或指定章节。用于用户提出“给我阅读建议”“带我读这本书”“学习这一章”“不要只做摘要”“结合英文原文讲解”“强制我输出”“根据反馈继续下一课”等请求，支持 PDF、电子书、网页、Markdown、纯文本和用户粘贴的材料。排除小说阅读、小说拆解与小说创作。
Skill content language: Chinese
Repository: BaiLu-Mo/generative-book-learning
GitHub stars: 1Updated: Jul 24, 2026
No.: 2,481
cuihuo-system边淬火的体系学习工具。用于忠实通读一本书、一个思想家的一组有限文本、一个学派、一套理论、一个书系或复杂知识体系：不要求用户预设学习目的；先冻结并完整读取有限来源，重建原体系自身的结构，一次性备齐全套通读讲义，再陪用户连续通读；第一遍结束后重画地图，只按真实问题选择节点交给 /cuihuo-learning 精读。触发：「淬火体系」「体系学习」「系统读 X」「系统学习 X」「通读 X」「学一个思想家／学派」「先通览再精读」「继续体系学习」。
Skill content language: Chinese
Repository: Biancuihuo/cuihuo-skills
GitHub stars: 4Updated: Jul 26, 2026
No.: 2,482
gsy-list-playbackRecyclerView / ViewPager2 / ViewPager 列表滑动自动播放，滚动切换、复用绑定、进入详情页时"漂移"到全屏。
Skill content language: Chinese
Repository: CarGuo/GSYVideoPlayer
GitHub stars: 21,528Updated: Oct 10, 2026
No.: 2,483
good-ask给定一个行业（如新能源汽车、预制菜、少儿编程、殡葬、货运物流），提出若干个"好问题"——不作解答，但给出扎实理由。好问题指行业老大难或近期热点、真实不虚构、牵连广泛、深刻难解、够得着有解法、且有讨论张力。当用户说"针对X行业提几个好问题""这个行业有哪些值得深挖的真问题""帮我找选题/议题/讨论话题""这行的痛点/争议是什么"时使用本技能。
Skill content language: Chinese
Repository: digoal/blog
GitHub stars: 8,604Updated: Jul 2, 2026
No.: 2,484
wechat-svgWeChat / 微信公众号 SVG constraints and bubbling-group interaction design. Use when adapting SVG for WeChat paste, fixing missing arrows or oversized diagrams, designing pure-SVG interactions without JS, or working with id/class/defs/marker/foreignObject compatibility. Includes inline SVG AttributeName whitelist.
Skill content language: Chinese
Repository: doocs/md
GitHub stars: 13,519Updated: Jun 24, 2026
No.: 2,485
yourturnGenerates interactive browser pages for the user: explainers, walkthroughs, slides, code and PR reviews, diffs, diagrams, visualizations and forms. Use it when the user asks to generate an artifact, to be walked through something or to have something explained, like 'explain X' or 'how does X work', for any topic and also one you had to research. Use it when you want to explain what you made or found, to review changes or a PR, and when your reply would lay out options or need the user to decide something. A user who wants short chat replies is a reason to use it and never to skip it, the page carries the long answer so the chat stays short.
Repository: giuseppeg/skills
GitHub stars: 0Updated: Oct 9, 2026
No.: 2,486
pricing-your-servicesDesign a freelance/consulting pricing structure — hourly vs day-rate vs project vs retainer chosen per engagement type, anchored packages, and the rules for saying the number out loud without flinching. Use when asked how should I price my freelance services, hourly or fixed price, build my pricing packages, or a client asked my rate what do I say. Produces the pricing-model decision per engagement type, a three-tier package structure, the rate-conversation script, and the discount policy with its floor.
Repository: mohitagw15856/pm-claude-skills
GitHub stars: 1,320Updated: Jul 17, 2026
No.: 2,487
brand-extractExtract a complete Brand Kit from a live website by driving the in-app browser. Use when a brand-extraction project opens with a site in the Browser tab, or when the user asks to "extract a brand", "pull the brand from <url>", "get the colors/fonts/logo from this site", or build a brand/design system from a reference website. Pairs with the agent-browser tool for measurement and pauses for the user when an anti-bot wall blocks the page.
Repository: nexu-io/open-design
GitHub stars: 106,055Updated: Jun 30, 2026
No.: 2,488
sketchup-create-toolbar-iconCreate or convert SketchUp toolbar icons and cursor images. Use when authoring new toolbar icons, cursor images, or converting existing .svg files to the macOS .pdf format.
Repository: SketchUp/sketchup-extension-vscode-project
GitHub stars: 77Updated: Apr 23, 2026
No.: 2,489
medical-meta-analysis-writingWrite medical systematic reviews and meta-analyses using a strict stepwise workflow aligned with PRISMA 2020, Cochrane, MOOSE, GRADE, and JAMA-style manuscript expectations. Use this skill when planning, screening, extracting, synthesizing, grading evidence, and drafting a publication-grade medical meta-analysis.
Repository: tengda89757-edu/medical-meta-analysis-writing
GitHub stars: 28Updated: Mar 12, 2026
No.: 2,490
paper-illustrationGenerate publication-quality AI illustrations for academic papers using Gemini image generation. Creates architecture diagrams, method illustrations with Claude-supervised iterative refinement loop. Use when user says "生成图表", "画架构图", "AI绘图", "paper illustration", "generate diagram", or needs visual figures for papers.
Repository: wanshuiyin/Auto-claude-code-research-in-sleep
GitHub stars: 18,702Updated: Jul 14, 2026
No.: 2,491
ctf-sandbox-orchestratorDefault entrypoint and master ctf-sandbox-orchestrator workflow for CTF, exploit, reverse engineering, DFIR, pwnable, crypto, stego, mobile, AI-agent, cloud, container, Active Directory, Windows-host, and identity challenges. Use first when the user presents challenge infrastructure, binaries, prompts, hosts, or identities that should be treated as sandbox-internal by default and Codex needs to choose, route, and load the right downstream analysis path with concise evidence.
Repository: zhaoxuya520/reverse-skill
GitHub stars: 44,150Updated: Aug 8, 2026
No.: 2,492
investor-outreachDraft cold emails, warm intro blurbs, follow-ups, update emails, and investor communications for fundraising. Use when the user wants outreach to angels, VCs, strategic investors, or accelerators and needs concise, personalized, investor-facing messaging.
Repository: affaan-m/ECC
GitHub stars: 297,201Updated: Feb 27, 2026
No.: 2,493
springboot-patternsSpring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
Skill content language: Japanese
Repository: affaan-m/ECC
GitHub stars: 297,201Updated: Feb 20, 2026
No.: 2,494
django-tddDjango 测试策略，包括 pytest-django、TDD 方法、factory_boy、模拟、覆盖率以及测试 Django REST Framework API。
Skill content language: Chinese
Repository: affaan-m/ECC
GitHub stars: 297,201Updated: Mar 3, 2026
No.: 2,495
swift-actor-persistence在 Swift 中使用 actor 实现线程安全的数据持久化——基于内存缓存与文件支持的存储，通过设计消除数据竞争。
Skill content language: Chinese
Repository: affaan-m/ECC
GitHub stars: 297,201Updated: Mar 3, 2026
No.: 2,496
customer-billing-opsOperate customer billing workflows such as subscriptions, refunds, churn triage, billing-portal recovery, and plan analysis using connected billing tools like Stripe. Use when the user needs to help a customer, inspect subscription state, or manage revenue-impacting billing operations.
Repository: affaan-m/ECC
GitHub stars: 297,201Updated: Jun 11, 2026
No.: 2,497
windows-desktop-e2eE2E testing for Windows native desktop apps (WPF, WinForms, Win32/MFC, Qt) using pywinauto and Windows UI Automation. Use when writing E2E tests for a Windows native desktop app with pywinauto or UI Automation.
Repository: affaan-m/ECC
GitHub stars: 297,201Updated: Aug 12, 2026
No.: 2,498
post-exploitation后渗透/提权+凭据破解+密码学:反弹shell,Linux/Windows提权,横向,隧道,免杀,C2持久化,hashcat/Padding Oracle/hash长度扩展。Use when post-exploitation, privilege escalation, lateral movement, or cracking crypto.
Skill content language: Chinese
Repository: AIPentest/CyberStrikeAI
GitHub stars: 8,415Updated: Jul 29, 2026
No.: 2,499
general-counsel-advisorLegal review of contracts and term sheets (MSA, SaaS, NDA, DPA, employment), IP strategy and regulatory exposure (HIPAA, GDPR, FDA, fintech). Use whenever the user asks if a contract is risky or what to watch in a deal; not a substitute for licensed counsel.
Repository: alirezarezvani/claude-skills
GitHub stars: 29,341Updated: Nov 3, 2026
No.: 2,500
legal-responseGenerate a response to a common legal inquiry using configured templates, with built-in escalation checks for situations that shouldn't use a templated reply. Use when responding to data subject requests, litigation hold notices, vendor legal questions, NDA requests from business teams, or subpoenas.
Repository: anthropics/knowledge-work-plugins
GitHub stars: 34,831Updated: Mar 13, 2026