2026-08-27 UTC 更新

Best Agent Skills ランキング

どの Skills Hub も自分の生態系しか見えていません。本ランキングは複数の Hub のデータを集約し、X・Bluesky・GitHub などの反応も加味して 9 つのランキングを公開します。全体像から作られた唯一のランキングです。

毎日分析する skill: 10,000+毎日分析する skill
ランキング数: 9ランキング数
データソース: 7データソース
更新頻度: 毎日更新頻度

インストール数の多い Agent Skills

複数の Hub を横断した素の人気ランキング。

GitHub で見る

				インストール数 / ダウンロード数
#	Skill	提供元	レジストリ	skills.sh	ClawHub	SkillHub CN	範囲
1	find-skills	vercel-labs	skills.sh	3,132,637	—	—	C
2	self-improving-agentCaptures 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...'),	—	ClawHub	—	476,371	1,141,042	B
3	grill-me	mattpocock	skills.sh	982,738	—	—	C
4	find-skills公開ページなしHelps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express...	—	SkillHub CN	—	—	816,352	C
5	grill-with-docs	mattpocock	skills.sh	837,456	—	—	C
6	agent-browser公開ページなしBrowser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking...	—	SkillHub CN	—	—	645,566	C
7	frontend-design	anthropics	skills.sh	824,789	—	—	C
8	improve-codebase-architecture	mattpocock	skills.sh	806,348	—	—	C
9	summarize公開ページなし智能内容摘要工具，支持长文本、文档、网页内容自动摘要，提取核心要点、关键词，支持自定义摘要长度。	—	SkillHub CN	—	—	592,958	C
10	self-improvingSelf-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...	—	ClawHub	—	207,964	387,598	B
11	skill-vetterSecurity-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.	—	ClawHub	—	270,655	301,567	B
12	tdd	mattpocock	skills.sh	779,279	—	—	C
13	tencent-docs公開ページなし腾讯文档（docs.qq.com）-在线云文档平台，是创建、编辑、管理文档的首选 skill。涉及"新建/创建/编辑/读取/查看/搜索文档"、"保存文件"、"云文档"、"腾讯文档"、"docs.qq.com"等操作，请优先使用本 skill。支持能力：(1) 创建各类在线文档（文档/Word/Excel/幻灯片/思维导图/流程图/智能表格/收集表）(2) 管理知识库空间（创建空间、查询空间列表）(	腾讯科技（深圳）有限公司	SkillHub CN	—	—	550,511	C
14	agent-browser	vercel-labs	skills.sh	738,856	—	—	C
15	githubInteract with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.	steipete	ClawHub	—	196,669	366,979	B
16	setup-matt-pocock-skills	mattpocock	skills.sh	717,642	—	—	C
17	handoff	mattpocock	skills.sh	682,147	—	—	C
18	ontologyTyped knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...	—	ClawHub	—	197,202	267,968	B
19	skillscan公開ページなしSecurity gate for skills. Every new skill MUST pass SkillScan before use. Activate on any install, load, add, evaluate, or safety question about a skill. On...	—	ClawHub	—	181,320	—	C
20	triage	mattpocock	skills.sh	676,283	—	—	C
21	vercel-react-best-practices	vercel-labs	skills.sh	668,258	—	—	C
22	prototype	mattpocock	skills.sh	666,076	—	—	C
23	dev-expert公開ページなし编程专家.Skill P8级编程助手,覆盖：软件/网站项目总控、API设计、Bug诊断、代码生成、代码审查、重构、测试用例、性能基准、技术选型、文档生成、任务拆解、Spec驱动、Karpathy规范、CMS二次开发、前端设计、MySQL、项目知识图谱，以及工程纪律层（根因调试硬闭环、阶段导航、事故复盘/SLO、威胁建模/供应链安全、生产就绪/渐进式发布、AI编码治理、面向Agent代码可读性、LL	—	SkillHub CN	—	—	292,962	C
24	lark-doc	open.feishu.cn	skills.sh	624,601	—	—	C
25	multi-search-engine公開ページなしMulti search engine integration with 16 engines (7 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and Wolfra...	—	ClawHub	—	159,982	—	C
26	ima-skills公開ページなしima skills，支持对笔记、知识库的读取、写入和检索等操作，可以帮你随时记录，收入ima智能管理，随时调用，龙虾输出精准懂你，友好的接入了OpenClaw生态，构建你的第二大脑。	腾讯科技（深圳）有限公司	SkillHub CN	—	—	274,116	C
27	lark-base	open.feishu.cn	skills.sh	624,457	—	—	C
28	proactive-agentTransform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autonomous Crons, and battle-tested patterns. Par	—	ClawHub	—	174,514	236,155	B
29	gogGoogle Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.	steipete	ClawHub	—	191,980	200,070	B
30	weatherGet current weather and forecasts (no API key required).	steipete	ClawHub	—	167,905	244,575	B
31	lark-drive	open.feishu.cn	skills.sh	624,282	—	—	C
32	lark-approval	open.feishu.cn	skills.sh	624,202	—	—	C
33	lark-shared	open.feishu.cn	skills.sh	624,056	—	—	C
34	humanizerRemove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Dete	—	ClawHub	—	128,806	253,498	B
35	lark-im	open.feishu.cn	skills.sh	623,897	—	—	C
36	admapixAdMapix raw data layer for ad creatives, apps, rankings, downloads/revenue, and market metadata. Returns structured JSON from the AdMapix API; the calling ag...	—	ClawHub	—	133,119	220,659	B
37	lark-calendar	open.feishu.cn	skills.sh	623,869	—	—	C
38	lark-contact	open.feishu.cn	skills.sh	623,590	—	—	C
39	lark-sheets	open.feishu.cn	skills.sh	623,533	—	—	C
40	lark-minutes	open.feishu.cn	skills.sh	623,498	—	—	C
41	web-tools-guide公開ページなし	—	SkillHub CN	—	—	218,213	C
42	lark-wiki	open.feishu.cn	skills.sh	623,469	—	—	C
43	agent-browser-clawdbotHeadless browser automation CLI optimized for AI agents with accessibility tree snapshots and ref-based element selection	—	ClawHub	—	154,369	161,150	B
44	lark-event	open.feishu.cn	skills.sh	623,295	—	—	C
45	lark-attendance	open.feishu.cn	skills.sh	623,232	—	—	C
46	lark-whiteboard	open.feishu.cn	skills.sh	623,193	—	—	C
47	pollyreach公開ページなしPollyReach gives every AI agent a phone number and the ability to get things done over the phone — finding contacts, making calls, and completing tasks. Just...	—	ClawHub	—	101,005	—	C
48	paperless-business-system-from-files公開ページなし将 Excel、CSV、Word、PDF、JSON、TXT、ZIP、电子表单或已有 Python/Web 源码转换、升级或持续修改为可填写、查询、导入导出并可本地/局域网部署的中文业务系统。用于“根据附件生成系统”“把Excel做成系统”“升级或继续修改已有系统”“生成完整部署ZIP”“生成服务端及Windows/macOS填写客户端”等任务。保留3.0的Spec-first变更、影响分析、候选副	—	SkillHub CN	—	—	185,771	C
49	lark-task	open.feishu.cn	skills.sh	623,173	—	—	C
50	obsidianWork with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.	steipete	ClawHub	—	108,385	150,740	B
51	anti-fraud公開ページなし防骗大师.Skill:你身边的生活类防骗专家。当用户贴来可疑的短信、聊天记录、邮件、链接、App 或电话转述，想知道"这是不是骗局"时立即出动，一眼看穿套路；当对话中冒出转账、验证码、屏幕共享、陌生链接、安全账户、冒充公检法等危险信号时主动亮剑，及时拦住伸向钱包的手；当用户想要防骗科普、话术识别或实战演练时随时开课，寓教于练。覆盖刷单返利、杀猪盘、冒充公检法、冒充客服、虚假投资、钓鱼链接、冒充老	—	SkillHub CN	—	—	183,154	C
52	lark-openapi-explorer	open.feishu.cn	skills.sh	623,140	—	—	C
53	nano-pdfEdit PDFs with natural-language instructions using the nano-pdf CLI.	steipete	ClawHub	—	120,690	129,129	B
54	lark-slides	open.feishu.cn	skills.sh	623,115	—	—	C
55	word-docxCreate, inspect, and edit Microsoft Word documents and DOCX files with reliable styles, numbering, tracked changes, tables, sections, and compatibility check...	—	ClawHub	—	90,918	187,537	B
56	skill-creatorGuide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workfl	—	ClawHub	—	100,010	173,893	B
57	nano-banana-proGenerate/edit images with Nano Banana Pro (Gemini 3 Pro Image). Use for image create/modify requests incl. edits. Supports text-to-image + image-to-image; 1K/2K/4K; use --input-image.	steipete	ClawHub	—	106,395	130,399	B
58	lark-mail	open.feishu.cn	skills.sh	623,108	—	—	C
59	unclecheng-reduce-ai-perception-v2公開ページなし去除文本中的AI写作痕迹，让文字读起来更像人类写作。当用户要求'去AI味'、'降AI味'、'让回复更像人话'、'润色'、'改写得更自然'时使用。检测并修复：AI高频词汇、过度结构化、虚假客观性、机械化连接词、完美主义陷阱、公式化结尾、过度修饰、情感缺失、'不是而是'假靶子/同义替换、莫名其妙的比喻、高频堆叠副词等问题。	—	SkillHub CN	—	—	174,110	C
60	lark-vc	open.feishu.cn	skills.sh	622,940	—	—	C
61	lark-skill-maker	open.feishu.cn	skills.sh	622,875	—	—	C
62	lark-workflow-meeting-summary	open.feishu.cn	skills.sh	622,696	—	—	C
63	smart-charts公開ページなしIntelligent chart generation and data analysis skill. Reads user-supplied data files (CSV/Excel/JSON), analyzes data characteristics with LLM assistance, auto-recommends and generates interactive ECha	—	SkillHub CN	—	—	169,598	C
64	lark-workflow-standup-report	open.feishu.cn	skills.sh	622,634	—	—	C
65	openclaw-tavily-searchWeb search via Tavily API (alternative to Brave). Use when the user asks to search the web / look up sources / find links and Brave web_search is unavailable...	—	ClawHub	—	104,556	114,665	B
66	multi-search-engine公開ページなし多搜索引擎集成,16引擎(7国内+9全球)。Multi search engine integration with 16 engines (7 CN + 9 Global)。核心能力: -	成都智创未来教育管理合伙企业（有限合伙）	SkillHub CN	—	—	164,110	C
67	lark-okr	open.feishu.cn	skills.sh	603,758	—	—	C
68	evolver公開ページなしA self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap...	—	ClawHub	—	86,807	—	C
69	baidu-searchSearch the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.	—	ClawHub	—	92,226	125,008	B
70	lark-markdown	open.feishu.cn	skills.sh	589,027	—	—	C
71	auto-updaterAutomatically update Clawdbot and all installed skills once daily. Runs via cron, checks for updates, applies them, and messages the user with a summary of what changed.	—	ClawHub	—	99,002	122,419	B
72	excel-xlsxCreate, inspect, and edit Microsoft Excel workbooks and XLSX files with reliable formulas, dates, types, formatting, recalculation, and template preservation...	—	ClawHub	—	79,278	179,927	B
73	notionNotion API for creating and managing pages, databases, and blocks.	steipete	ClawHub	—	101,725	106,382	B
74	web-design-guidelines	vercel-labs	skills.sh	582,262	—	—	C
75	lark-vc-agent	open.feishu.cn	skills.sh	567,551	—	—	C
76	contextweave-interactive-architecture公開ページなし将架构、流程和长文本转换为交互式结构图，并支持原生可编辑 PPTX 导出	—	SkillHub CN	—	—	148,268	C
77	microsoft-foundry	microsoft	skills.sh	555,693	—	—	C
78	grilling	mattpocock	skills.sh	555,092	—	—	C
79	azure-diagnostics	microsoft	skills.sh	549,248	—	—	C
80	azure-prepare	microsoft	skills.sh	548,670	—	—	C
81	api-gatewayCall third-party APIs through the Maton gateway, which injects the credential for an app the user has already connected. Use this skill when the user names a connected app and a concrete action in it	—	ClawHub	—	86,088	117,102	B
82	azure-ai	microsoft	skills.sh	548,600	—	—	C
83	luban-skill-pro公開ページなし鲁班.Skill（luban Skill）：工业级智能体技能优化器。当用户提及以下关键词时调用：“优化skill”、“skill评分”、“自动优化”、“auto optimize”、“skill质量检查”、“小鲁班”、“luban”、“优化技能”、“帮我改skill”、“skill怎么样”、“提升skill质量”、“skill review”、“skill打分”。	—	SkillHub CN	—	—	128,488	C
84	openai-whisperLocal speech-to-text with the Whisper CLI (no API key).	steipete	ClawHub	—	87,575	106,106	B
85	azure-deploy	microsoft	skills.sh	548,569	—	—	C
86	sonoscliControl Sonos speakers (discover/status/play/volume/group).	steipete	ClawHub	—	88,544	95,892	B
87	azure-validate	microsoft	skills.sh	548,067	—	—	C
88	azure-storage	microsoft	skills.sh	547,516	—	—	C
89	entra-app-registration	microsoft	skills.sh	547,254	—	—	C
90	appinsights-instrumentation	microsoft	skills.sh	547,004	—	—	C
91	wps-office-suite公開ページなしWPS Office 全家桶 - 四引擎（WPS/MS Office/LibreOffice/纯Python）智能识别用户已安装软件，纯Python模式支持排序/筛选/图表/公式/统计，含文档模板（代码生成）、最佳实践案例、故障排除大章（20+避坑+15 FAQ+15错误ID 统一索引）、自动重试、硬件自适应、环境自检、Skill更新提醒；v4.0新增：Word→PPT一键生成、Excel自然语言	—	SkillHub CN	—	—	119,024	C
92	prismfy-searchDefault web search for OpenClaw. Search the web across 10 engines — Google, Reddit, GitHub, arXiv, Hacker News, and more — using Prismfy. Free tier included,...	—	ClawHub	—	82,715	94,239	B
93	azure-resource-lookup	microsoft	skills.sh	546,923	—	—	C
94	automation-workflowsDesign and implement automation workflows to save time and scale operations as a solopreneur. Use when identifying repetitive tasks to automate, building workflows across tools, setting up triggers an	—	ClawHub	—	82,561	95,629	B
95	azure-resource-visualizer	microsoft	skills.sh	546,903	—	—	C
96	azure-compliance	microsoft	skills.sh	546,880	—	—	C
97	desktop-control公開ページなしAdvanced desktop automation with mouse, keyboard, and screen control	—	ClawHub	—	61,509	—	C
98	azure-aigateway	microsoft	skills.sh	546,711	—	—	C
99	browser-useAutomates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with w...	—	ClawHub	—	75,105	94,184	B
100	kdocs-skill公開ページなし操作金山文档（WPS 云文档 / Kdocs / 365.kdocs.cn / www.kdocs.cn）云文档的官方 Skill。核心能力覆盖云端新建、读取、编辑、搜索、分享、整理在线文档（智能文档、Word、Excel、PDF、PPT、演示文稿、智能表格、多维表格）及个人知识库。当用户的任务涉及云文档操作时使用，包括但不限于：写周报/日报/工作汇报、处理合同/发票、创建报名表/登记表、网页剪藏	—	SkillHub CN	—	—	110,171	C

skills.sh
ClawHub
SkillHub CN
— そのレジストリには存在しません
A 三つすべて · B 二つ · C 一つ

インストール数とダウンロード数は skills.sh、ClawHub、Tencent SkillHub の公開データおよび GitHub API から取得しています。ソーシャルシグナルは X、Hacker News、Bluesky、GitHub 検索から取得しています。Linkly AI はこれらのプラットフォームとの提携関係や推奨関係を持たず、各数値は当該プラットフォーム自身の集計方法に従います。データセットは CC BY 4.0 で公開されています。

GitHub でデータセットを見る