AI Ml AI Skills

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

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wgpsec logo

Prompt Injection

wgpsec
OrganizationPopular

AI/LLM 间接 Prompt 注入攻击。当目标 AI 系统会处理外部数据源(网页、文档、邮件、数据库、API 返回)时使用。覆盖间接注入、工具链劫持、RAG 投毒、数据外泄等技术。OWASP LLM Top 10 #1 漏洞类别

242
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NeoLabHQ logo

Apply Anthropic Skill Best Practices

NeoLabHQ
OrganizationPopular

Comprehensive guide for skill development based on Anthropic's official best practices - use for complex skills requiring detailed structure

159
1.7K
Instructions
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Jamailar logo

Wwud

Jamailar
CommunityPopular

What Would User Do for RedConvert. Infer how the current app user would decide, approve, reject, scope, phrase, prioritize, or route work inside RedClaw, automation approvals, creative workflows,…

225
1.7K
2 files
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feiskyer logo

Grill Me

feiskyer
CommunityPopular

针对方案或设计的高强度追问式面试(adversarial design review / grill session),暴露假设漏洞与缺失约束,过程中同步维护领域模型(术语表和 ADR)。手动调用 /grill-me。

238
1.7K
Instructions
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codeaholicguy logo

Dev Commit

codeaholicguy
CommunityPopular

AI DevKit · Safe git commit workflow for AI coding agents. Use when the user asks to commit, prepare a commit, stage changes, create a PR-ready checkpoint, or finish work with a conventional commit…

252
1.6K
1 files
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activeloopai logo

Hivemind Goals

activeloopai
OrganizationPopular

Create, track, and read team goals via Hivemind from openclaw. Use whenever the user mentions a goal, objective, target, milestone, or asks to track progress on something measurable. ALSO use when the…

107
1.6K
Instructions
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Klotzkette logo

Agb Anwaltsvertrag Allg Mandatsbedingungen

Klotzkette
CommunityPopular

Für AGB Anwaltsvertrag und Allg Mandatsbedingungen: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Prüfprodukt mit Risiko und nächstem Schritt. Fachgebiet: AGB-Recht-Prüfer. Route:…

201
1.6K
Instructions
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Kaelio logo

Live Database Ingest

Kaelio
OrganizationPopular

Capture semantic-layer and knowledge updates from a live database schema snapshot.

104
1.6K
Instructions
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NPC-Worldwide logo

Run Jinx

NPC-Worldwide
OrganizationPopular

Execute a jinx by name (already loaded on the team) or by filesystem path (e.g. a freshly created_jinx that isn't yet registered), passing input values as a JSON object. Returns the jinx's output…

118
1.5K
1 files
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silverstein logo

Minutes Ingest

silverstein
CommunityPopular

Extract facts from meetings and update your knowledge base — person profiles, chronological log, and index. Use when the user asks "ingest my meetings", "update my knowledge base", "extract facts from…

163
1.5K
Instructions
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NxcoreAI logo

Document Cursor Completion

NxcoreAI
OrganizationPopular

Complete a rich-text document at the cursor using the EverRoom FIM protocol. Use for editor cursor-completion requests.

220
1.5K
Instructions
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openonion logo

Co Google

openonion
OrganizationPopular

Route Google account work to Gmail, Drive, Calendar, and YouTube CLI commands using one locally saved login.

218
1.5K
Instructions
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limecloud logo

Campaign Operations Knowledge Builder

limecloud
OrganizationPopular

将活动目标、用户路径、渠道分工、物料资产、时间节奏、风险预案和复盘结论等资料,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI 安全调用的运营类知识库。适用于用户要求“整理活动 / Campaign 运营知识库”“沉淀运营 SOP”“把运营资料变成项目资料”“维护运营知识库”的场景。

207
1.5K
3 files
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mohitagw15856 logo

Accommodation Request

mohitagw15856
CommunityPopular

Request a reasonable accommodation at work or in education — frame it around the barrier and the adjustment (not your diagnosis), cite the right process, and navigate the back-and-forth…

240
1.4K
Instructions
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PentesterFlow logo

Ssrf

PentesterFlow
CommunityPopular

Deep-dive SSRF testing — bypass filters, hit cloud metadata, chain to RCE/credential disclosure. Use when a target parameter clearly accepts a URL or hostname.

248
1.4K
Instructions
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Unclecheng-li logo

学霸笔记

Unclecheng-li
CommunityPopular

生成手写笔记本风格的单文件 HTML 学习笔记。当用户需要将技术内容、漏洞分析、知识总结等转化为视觉精美的网页笔记时使用。

104
1.3K
14 files
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caliber-ai-org logo

Writers Pattern

caliber-ai-org
OrganizationPopular

Add a new platform writer module in src/writers/ that generates and writes agent config files for a supported platform. Each writer exports a function that accepts a config interface, creates…

124
1.3K
Instructions
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jtydhr88 logo

Sw Format Adaptation

jtydhr88
CommunityPopular

Screenplay format, page craft, the writing process and adaptation (剧本格式/写作流程/改编) — merged from Wendy Henson (spec format rules), Richard Walter (page craft, revision), Neill Hicks (selling vs shooting…

136
1.2K
1 files
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TencentCloudBase logo

Auth Tool Cloudbase

TencentCloudBase
OrganizationPopular

CloudBase auth provider configuration and login-readiness guide. This skill should be used when users need to inspect, enable, disable, or configure auth providers, publishable-key prerequisites,…

141
1.1K
2 files
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jezweb logo

Tanstack Start

jezweb
CommunityPopular

Build a full-stack TanStack Start app on Cloudflare Workers from scratch — SSR, file-based routing, server functions, D1+Drizzle, better-auth, Tailwind v4+shadcn/ui. Use whenever the user mentions…

102
1K
Instructions
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zeenie-ai logo

Camera Skill

zeenie-ai
Community

Control Android camera - get camera info, take photos, and access camera capabilities.

137
912
Instructions
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mxyhi logo

Kimi Webbridge

mxyhi
Community

Kimi Browser Extension(Kimi 浏览器扩展,原 Kimi WebBridge)lets AI control the user's real browser — navigate, click, type, read, screenshot, and interact with any website using the user's actual login…

46
490
1 files
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menkesu logo

Decision Frameworks

menkesu
Community

Structures difficult decisions using Annie Duke's probabilistic thinking and Ben Horowitz's hard decisions frameworks. Use when facing tough choices, applying expected value thinking, or reducing…

120
406
Instructions
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waynesutton logo

Convex Functions

waynesutton
Community

Writing queries, mutations, actions, and HTTP actions with proper argument validation, error handling, internal functions, and runtime considerations

32
404
3 files
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Microck logo

AgentDB Vector Search

Microck
Community

Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or…

53
398
1 files
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PM-Shawn logo

Html Widget

PM-Shawn
Community

生成可交互的 HTML 可视化组件 — 算法动画、数据图表、概念演示、交互式教程等。当用户需要交互式演示、动画解释、数据探索、UI 原型等场景时触发,直接输出 html 代码块,前端会在安全沙箱中渲染为可交互组件。

86
380
Instructions
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WellApp-ai logo

Decision Capture

WellApp-ai
Organization

Capture patine (decision wisdom) at Gates when KO or challenge occurs

48
342
Instructions
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smallnest logo

Crewai Developer

smallnest
Community

Comprehensive CrewAI framework guide for building collaborative AI agent teams and structured workflows. Use when developing multi-agent systems with CrewAI, creating autonomous AI crews,…

51
304
1 files
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OneWave-AI logo

Animate

OneWave-AI
Organization

Generate animated videos and motion graphics from natural language descriptions. Creates a standalone Vite + React project with Framer Motion scenes that auto-play in the browser. Use when the user…

49
293
Instructions
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fugazi logo

Playwright Regression Testing

fugazi
Community

Govern Playwright TypeScript regression suites across many tests. Use when asked to plan, select, tier, execute, or optimize suites with risk/change analysis, tags, CI/CD, sharding, flaky-test…

42
238
6 files
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qf-studio logo

Nav Brief

qf-studio
Organization

Render a one-screen intent brief (Goal/Scope/Approach/Limits/Verify/Won't-do/Contradiction) before implementing ambiguous task-shaped prompts, triggered by the prompt_brief op (UserPromptSubmit via…

12
232
2 files
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team-telnyx logo

Telnyx Ai Inference Curl

team-telnyx
Organization

Access Telnyx LLM inference APIs, embeddings, and AI analytics for call insights and summaries. This skill provides REST API (curl) examples.

21
217
Instructions
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dev-toolings logo

Api Platform Tests

dev-toolings
Organization

Test API Platform resources with ApiTestCase; assert collections, items, filters, JSON schema, and authentication

24
213
1 files
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bobmatnyc logo

Mpm Config

bobmatnyc
Community

Manage Claude MPM configuration

34
152
Instructions
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popmechanic logo

Vibes Brainstorm

popmechanic
Community

Lightweight requirements gathering before app generation. Asks non-technical multiple-choice questions to understand user intent, then produces a brief for the generate prompt.

6
134
Instructions
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Wide-Moat logo

Describe Image

Wide-Moat
Organization

Describe images (charts, diagrams, tables, screenshots) using Vision AI. Use as fallback when you cannot read an image file directly. Supports batch processing of folders.

29
123
1 files
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Houseofmvps logo

Cost

Houseofmvps
Community

AI Build Cost Tracker — track how much AI is costing you per feature. Use when user wants to track AI spending, understand cost per feature, optimize AI usage, or budget their Claude/GPT costs.

14
122
Instructions
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mblode logo

Codebase Architecture

mblode
Community

Designs module contracts, deepens existing boundaries, and installs enforceable repository guardrails. Use when asked to "design the architecture", "simplify our modules", or "harden the repo". For…

11
118
14 files
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neo4j-contrib logo

Neo4j Document Import Skill

neo4j-contrib
Organization

Ingests unstructured and semi-structured documents into Neo4j as a knowledge graph. Use when chunking PDFs, HTML, plain text, or Markdown; extracting entities and relationships from text with an LLM…

38
112
1 files
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cometchat logo

Cometchat Android V6 Compose Placement

cometchat
Organization

Where the CometChat Android v6 chat UI goes in a Jetpack Compose app — the default conversations→message NavHost flow, growing to the tab-based app (chats/users/groups/calls + detail, thread and…

2
109
Instructions
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HermeticOrmus logo

Premium Saas Design

HermeticOrmus
Community

Professional framework for building premium $5k+ SaaS websites with AI - the Define, Build, Review, Refine loop used by real product teams

18
104
Instructions
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travisjneuman logo

Application Security

travisjneuman
Community

OWASP Top 10 with code examples, SAST/DAST tools, dependency scanning, CSP headers, and input validation patterns. Use when hardening applications, reviewing security posture, or implementing…

22
98
Instructions
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wasintoh logo

Error Handling

wasintoh
Community

Intelligent error handling — silently auto-fix routine errors (missing imports, undefined variables, type mismatches, missing dependencies, syntax and lint issues) and translate everything else into…

19
96
Instructions
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vasilyu1983 logo

Ai Agents

vasilyu1983
Community

AI agent architecture, graph and loop composition, protocol choice, evaluation, and observability. Use when scoping or reviewing systems before implementation.

19
87
65 files
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dylantarre logo

Mobile Touch

dylantarre
Community

Use when designing iOS/Android gestures, haptic feedback, touch interactions, or native mobile animations.

12
84
Instructions
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existential-birds logo

Pydantic Ai Agent Creation

existential-birds
Organization

Create PydanticAI agents with type-safe dependencies, structured outputs, and proper configuration. Use when building AI agents, creating chat systems, or integrating LLMs with Pydantic validation.

8
82
Instructions
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serac-labs logo

Background Script Execution

serac-labs
Organization

What actually happens when you call snow_execute_script — the Scripted REST endpoint Serac auto-deploys on first use, the scheduled-job fallback, what scheduled_job_pending means, and how to get…

26
78
Instructions
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Cap-go logo

Sqlite To Fast Sql

Cap-go
Organization

Guides the agent through migrating SQLite and SQL-style Capacitor plugins to @capgo/capacitor-fast-sql. Use when replacing bridge-based SQL plugins, adding encryption, preserving transactions, or…

4
71
1 files
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seaworld008 logo

Andrej Karpathy Skills

seaworld008
Community

Karpathy-inspired coding discipline for AI agents: think before coding, keep changes simple, edit surgically, and define verifiable success criteria before implementation.

11
70
Instructions
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LangConfig logo

Langconfig Builder

LangConfig
Organization

Complete guide for building agents and workflows in LangConfig. Use when users need help configuring nodes, connecting agents, setting up tools, or designing multi-agent systems within the LangConfig…

19
69
Instructions
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GadaaLabs logo

Exodus

GadaaLabs
Community

Use when you have a written implementation plan to execute in a completely fresh isolated session — no context inheritance, clean slate execution with review checkpoints

10
67
Instructions
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