AI Ml AI Skills

4,774 open-source AI Ml AI skills that teach any AI model a new workflow.

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openonion logo

Browser Workflow Skill Builder

openonion
OrganizationPopular

Create robust browser automation skills for sites like LinkedIn, X/Twitter, YouTube, Stripe, or other logged-in web apps by saving page context, analyzing HTML/CSS, writing skill-local JS…

218
1.5K
2 files
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limecloud logo

Brand Persona Knowledge Builder

limecloud
OrganizationPopular

将品牌定位、价值观、受众画像、语气风格、内容样例、危机回应和表达禁区,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI 安全调用的品牌人设知识库。适用于用户要求“整理品牌人设”“沉淀品牌口吻”“把品牌资料变成可复用语气库”“维护品牌 persona pack”的场景。

207
1.5K
4 files
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mohitagw15856 logo

Ab Test Readout

mohitagw15856
CommunityPopular

Analyse a finished A/B test and write the readout — the result, whether it's statistically and practically significant, what it means, and the ship/no-ship call. Use when asked to analyse experiment…

240
1.4K
Instructions
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PentesterFlow logo

Jwt

PentesterFlow
CommunityPopular

JWT attack playbook — algorithm confusion (alg=none, HS/RS confusion), kid path traversal/SQLi, jku/x5u SSRF, weak HS256 cracking, and embedded JWK trickery. Use when the target uses JWTs for auth…

248
1.4K
3 files
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Dataojitori logo

Memory Audit Node Decomposition

Dataojitori
CommunityPopular

节点分解。当一个节点体积过大、或塞了多个不相关概念导致disclosure无法覆盖时使用。

167
1.4K
Instructions
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Team-Commonly logo

Pandic Office

Team-Commonly
OrganizationPopular

Convert Markdown to PDF (or DOCX/EPUB/HTML) using the `pandoc` CLI. Use when asked to produce a PDF report, brief, summary, or any document where the input is Markdown and the output should be a…

187
1.3K
Instructions
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RefoundAI logo

Ai Native Ux

RefoundAI
OrganizationPopular

Help users interact with probabilistic models by designing interfaces that manage fluidity, intent, and agency while maintaining trust and control.

170
1.3K
2 files
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first-fluke logo

Oma Brainstorm

first-fluke
OrganizationPopular

Explore goals, constraints, and alternative approaches before choosing a design. Use when the user requests ideation or design exploration.

149
1.3K
1 files
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Unclecheng-li logo

Network Protocol Viz

Unclecheng-li
CommunityPopular

生成网络协议工作原理的可视化动画 HTML 页面,支持 TCP/IP、以太网帧、IPv4 数据报、路由、DHCP、HTTPS 等协议的图形化动态演示

104
1.3K
9 files
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nvk logo

Wiki Query

nvk
CommunityPopular

Fast, explicit, read-only llm-wiki queries for Codex. Use for factual lookups, evidence checks, lists, and inventory status without wiki writes.

123
1.3K
1 files
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caliber-ai-org logo

Save Learning

caliber-ai-org
OrganizationPopular

Saves user instructions as persistent learnings for future sessions. Use when the user says 'remember this', 'always do X', 'from now on', 'never do Y', or gives any instruction they want persisted…

124
1.3K
Instructions
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AIPexStudio logo

Aipex Browser

AIPexStudio
OrganizationPopular

AI-powered browser automation using the AIPex Chrome Extension via MCP bridge. Use this skill when the agent needs to control a Chrome browser — navigating pages, clicking elements, filling forms,…

131
1.3K
1 files
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jtydhr88 logo

Sw American Case Studies

jtydhr88
CommunityPopular

Case studies of American screenwriting (美国电影剧作案例) — Mei Feng's readings of the Hollywood Western (value pairs, four oppositions), screwball comedy (strong heroine, buddy vs adversary two-hander),…

136
1.2K
1 files
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TencentCloudBase logo

Ai Model Web

TencentCloudBase
OrganizationPopular

Use this skill when a browser/Web app (React, Vue, Next, Nuxt, static sites, SPAs, dashboards, AI chat UI, 页面, 前端, 网页) needs AI models via @cloudbase/js-sdk. Default routing for Web/frontend AI — call…

141
1.1K
Instructions
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jezweb logo

D1 Migration

jezweb
CommunityPopular

Cloudflare D1 migration workflow: generate with Drizzle, inspect SQL for gotchas, apply to local and remote, fix stuck migrations, handle partial failures. Use when running migrations, fixing…

102
1K
Instructions
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zeenie-ai logo

Audio Skill

zeenie-ai
Community

Control Android audio - get/set volume, mute/unmute for media, ringtone, notification, and call volumes.

137
912
Instructions
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mxyhi logo

Deep Research

mxyhi
Community

Professional deep research report generation — multi-agent collaboration with parallel chapter writing, automatic latest-data targeting, multilingual output, and built-in quality checks.

46
490
23 files
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menkesu logo

Confident Speaking

menkesu
Community

Structures presentations and verbal pitches using Matt Abrahams' WHAT-SO WHAT-NOW WHAT framework and impromptu speaking techniques. Use when preparing presentations, creating talking points, or…

120
406
Instructions
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waynesutton logo

Convex Component Authoring

waynesutton
Community

How to create, structure, and publish self-contained Convex components with proper isolation, exports, and dependency management

32
404
3 files
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Microck logo

AgentDB Learning Plugins

Microck
Community

Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning…

53
398
1 files
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PM-Shawn logo

Abu Plugin Builder

PM-Shawn
Community

Create or edit a local Abu plugin in its dedicated creation conversation. Generate the package, then validate with plugin_prepare for user-reviewed installation.

86
380
Instructions
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WellApp-ai logo

Competitor Scan

WellApp-ai
Organization

Research best-in-class products using Browser MCP and WebSearch

48
342
Instructions
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smallnest logo

Code Review

smallnest
Community

Frontend-focused code review skill for React/TypeScript/Tailwind projects. Analyzes code quality, security vulnerabilities (XSS, CSRF), performance issues, accessibility (WCAG), React best practices,…

51
304
8 files
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jin-bo logo

Pro Ppt

jin-bo
Community

将用户的演示讲稿转化为「专业 · 高级感」风格的演示文稿图像(高端商务编辑风)。 视觉特征:极浅灰主色(#F2F2F2)、金属灰辅色、金色点缀、深蓝灰背景(#0F233B),整体克制、克莱因蓝调、印刷品级质感。 分三步:① 理解演讲内容与受众 ② 生成每页高级商务视觉提示词(Markdown 格式,保存到 workspace/docs/outline/) ③ 调用 image_gen_ppt.py…

11
302
1 files
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OneWave-AI logo

Agent Team Builder

OneWave-AI
Organization

Designs and deploys custom agent teams for specific business workflows. Interactive discovery of business processes, then generates complete team configurations with specialized agent roles, tool…

49
293
3 files
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blacklanternsecurity logo

Ad Persistence

blacklanternsecurity
Organization

Establishes persistent access in Active Directory environments after domain compromise. Covers DCShadow (rogue DC attribute modification), Skeleton Key (LSASS master password), custom SSP injection…

39
276
Instructions
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fugazi logo

Grill Me Qa

fugazi
Community

A guided interview to challenge and validate QA automation plans, test strategies, and framework designs before implementation. Use when the user wants to validate a test architecture, challenge a…

42
238
4 files
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qf-studio logo

Database Migration

qf-studio
Organization

Create database migration with schema changes and rollback. Auto-invoke when user says "create migration", "add table", "modify schema", or "change database".

12
232
Instructions
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curiositech logo

Skill Coach

curiositech
Organization

Guides creation of high-quality Agent Skills with domain expertise, anti-pattern detection, and progressive disclosure best practices. Use when creating skills, reviewing existing skills, or when…

40
224
1 files
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team-telnyx logo

Telnyx Ai Assistants Javascript

team-telnyx
Organization

AI voice assistants with custom instructions, knowledge bases, and tool integrations.

21
217
1 files
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dev-toolings logo

Api Platform Security

dev-toolings
Organization

Secure API Platform resources with security expressions, voters, securityPostValidation, and operation-level access control

24
213
1 files
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bobmatnyc logo

Mpm Agents Skills

bobmatnyc
Community

Agent and skill deployment mechanics for MPM system architecture

34
152
Instructions
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maxvaega logo

Git Helper

maxvaega
Community

Generate git commit messages and help with git workflows

20
147
Instructions
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TheHotwireClub logo

Hwc Realtime Streaming

TheHotwireClub
Organization

Implement real-time Hotwire behavior: Turbo Streams over WebSocket/SSE, custom stream actions, inline stream tags, live list updates, and cross-tab state synchronization. Prefer this skill when the…

4
140
10 files
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Wide-Moat logo

Skill Creator

Wide-Moat
Organization

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Assistant's capabilities with specialized knowledge,…

29
123
5 files
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Houseofmvps logo

Clone Patterns

Houseofmvps
Community

Learn From the Best — analyze patterns from any codebase and apply them to yours. Use when user wants to adopt best practices from another repo, compare code quality, or learn how top projects are…

14
122
Instructions
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mblode logo

Autoship

mblode
Community

Runs a changesets npm release through the version PR, CI publish, and registry verification. Use when asked to "release this package", "autoship", "merge Version Packages", or diagnose a release that…

11
118
4 files
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emanueleielo logo

State Management

emanueleielo
Community

State management patterns - Zustand, Jotai, Context

25
111
Instructions
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cometchat logo

Cometchat Android V6 Calls

cometchat
Organization

Add voice and video calling to an Android v6 CometChat app — the Calls SDK dependency, the settings-file calling toggle, call buttons in the message header, a global incoming-call listener,…

2
109
Instructions
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Hmbown logo

Athletics

Hmbown
Community

Use this skill when the job is mostly about sustained force: large batches, exhaustive passes, long-running jobs, or load that needs to be carried without dropping it. It is the right metaphor when…

10
106
Instructions
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HermeticOrmus logo

Design Masters

HermeticOrmus
Community

Deep knowledge of legendary designers and their enduring contributions. Learn from Saul Bass, Massimo Vignelli, Dieter Rams, Paula Scher, and others whose work defines excellence. Use when seeking…

18
104
1 files
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denoland logo

Deno

denoland
Organization

Use when writing, running, configuring, reviewing, or debugging code in a Deno project, or when scaffolding a new one. Covers dependency management with deno install and deno add, package.json and…

8
99
1 files
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AccessLint logo

Accessibility Inspect

AccessLint
Organization

One page, hands-on manual tier — drive a live page through the web accessibility (a11y) checks a rule engine can't decide: keyboard operation and focus order, screen-reader names, roles and states…

14
99
1 files
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travisjneuman logo

Ai Policy Generator

travisjneuman
Community

AI governance policy creation for nonprofits and enterprises with frameworks, risk assessment, ethical guidelines, and compliance templates. Use when drafting AI usage policies, responsible AI…

22
98
Instructions
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wasintoh logo

Design Craft

wasintoh
Community

Constraint + process skill for UI that reads "designed", not "AI-generated". Mandatory two-pass process (token plan grounded in the subject's world + ONE signature element, then self-critique) whose…

19
96
2 files
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dylantarre logo

Data Visualization

dylantarre
Community

Use when animating charts, graphs, dashboards, data transitions, or any information visualization work.

12
84
Instructions
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existential-birds logo

Langgraph Architecture

existential-birds
Organization

Guides architectural decisions for LangGraph applications. Use when deciding between LangGraph vs alternatives, choosing state management strategies, designing multi-agent systems, or selecting…

8
82
Instructions
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simota logo

Atlas

simota
Community

Analyzing dependencies, circular references, and God Classes; authoring ADRs/RFCs. Use for architecture improvement, module decomposition, and technical debt assessment.

14
80
13 files
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serac-labs logo

Approval Workflows

serac-labs
Organization

Configure ServiceNow approval rules and sysapproval_approver records — manager/group/script approvers, multi-level routing, delegation via sys_user_delegate, and parent-record state rollup.

26
78
Instructions
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Cap-go logo

Framework To Capacitor

Cap-go
Organization

Guide for integrating modern web frameworks with Capacitor. Covers Next.js static export, React, Vue, Angular, Svelte, and others. Use this skill when converting framework apps to mobile apps with…

4
71
1 files
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seaworld008 logo

Agent Workflow Designer

seaworld008
Community

Design agent orchestration, handoffs, state, recovery, and evaluation when a workflow needs multiple coordinated agents or tools.

11
70
Instructions
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