AI Ml AI Skills

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

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letta-ai logo

Working Across Computers

letta-ai
OrganizationPopular

Guides work across Cloud, local, and other available computers, including teleporting conversations, running remote subagents, and transferring files. Load when a request needs the user's laptop or…

411
3.4K
2 files
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Netw0rkNoob logo

Redteam Container Detail Pack

Netw0rkNoob
OrganizationPopular

Domain routing and boundary guidance for authorized container and orchestration security testing, including Docker escape, Kubernetes privilege escalation, image vulnerabilities, and service mesh…

454
3.4K
1 files
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foryourhealth111-pixel logo

Cs Foundations

foryourhealth111-pixel
CommunityPopular

Master discrete mathematics, logic, formal proofs, and computational thinking. Build the mathematical foundation for all computer science.

288
3.3K
4 files
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NVIDIA logo

Cuopt Multi Objective Exploration

NVIDIA
OrganizationPopular

Trace, complete, and interpret the Pareto frontier across competing objectives using repeated single-objective cuOpt solves (weighted-sum and ε-constraint).

397
3.3K
4 files
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samber logo

Golang Observability

samber
CommunityPopular

Golang everyday observability — the always-on signals in production. Covers structured logging with slog, Prometheus metrics, OpenTelemetry distributed tracing, continuous profiling with…

213
3.3K
8 files
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TanStack logo

Ai Core/Chat Experience

TanStack
OrganizationPopular

End-to-end chat implementation: server endpoint with chat() and toServerSentEventsResponse(), client-side useChat hook with fetchServerSentEvents(), message rendering with UIMessage parts, multimodal…

330
3.1K
Instructions
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rpamis logo

Comet Verify

rpamis
OrganizationPopular

验证 Classic change 并记录结果。在用户调用 /comet-verify,或 Classic Runtime 进入 Verify 时使用。

295
3.1K
1 files
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SharpAI logo

Go2rtc Cameras

SharpAI
OrganizationPopular

Multi-camera RTSP to WebRTC streaming via go2rtc

478
3.1K
2 files
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bergside logo

Enterprise

bergside
OrganizationPopular

Dark-themed cloud-platform aesthetic with modular grids, glass-like panels, and strong data hierarchy for productivity dashboards.

273
2.8K
1 files
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jeremylongshore logo

Hyperflow Deploy

jeremylongshore
CommunityPopular

Hyperflow ship phase. Use when the user is ready to release — verbs like ship, push, release, deploy, "cut a release", "ready to push". Runs pre-push gates (lint + typecheck + build + tests + security…

402
2.8K
Instructions
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alsk1992 logo

Dex

alsk1992
CommunityPopular

Cross-chain DEX market intelligence - trending tokens, gainers, losers, volume, stats across all chains and protocols

336
2.8K
1 files
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Owl-Listener logo

Usability Test Plan

Owl-Listener
CommunityPopular

Design a usability study — research questions, methodology, participant criteria, metrics, and facilitation guide. Use when planning the study as a whole. For writing the task scenarios inside it, use…

384
2.7K
Instructions
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rlaope logo

Omh Cto Loop

rlaope
CommunityPopular

[omh] Hermes CTO Loop workflow: roadmap, PM, technical tradeoffs, risk, delivery, release, and follow-up operating cadence. Use when the user says: cto-loop, cto loop, cto, cto pm, pm dev qa security…

194
2.7K
Instructions
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HughYau logo

Figure Composer

HughYau
CommunityPopular

Compose one publication-grade multi-panel figure. Entry from a one-line claim + data files, OR from an existing figure via `derive_outline_prompt` (you read the PNG). Runs a per-figure loop: outline…

152
2.6K
1 files
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softaworks logo

Humanizer

softaworks
OrganizationPopular

Remove 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.…

226
2.5K
Instructions
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tinyfish-io logo

Salary Market Scanner

tinyfish-io
OrganizationPopular

Scan live job boards and salary databases to find real-time compensation data for any role and location. Use this skill when a user asks "what's the going rate for a senior React engineer in London",…

333
2.2K
Instructions
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openakita logo

Openakita/Skills@Canvas Design

openakita
CommunityPopular

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create…

277
2K
82 files
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Pinvou logo

Wecomcli Shared

Pinvou
OrganizationPopular

何时用:任何 wecomcli-* 技能准备执行 wecom-cli 命令前必须同时读取本技能(公共前置检查),本技能不处理具体业务请求。检查 CLI 已安装且版本 ≥1.2.1、企微凭证已授权(缺失时按品悟代管口径引导,勿自行 npm 安装);获取机器人/授权真人身份(identity whoami);定义通用的 ID 类字段禁止外露输出约束。

281
2K
Instructions
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xu-xiang logo

Security Review

xu-xiang
CommunityPopular

在添加身份验证、处理用户输入、操作机密信息(Secrets)、创建 API 端点以及实现支付/敏感功能时使用此技能。提供全面的安全检查清单和模式。

318
1.9K
1 files
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aipoch logo

Results Section Structurer

aipoch
OrganizationPopular

Organizes biomedical figures, analyses, and result blocks into a clear Results section structure with disciplined narrative ordering and evidence-aware presentation.

175
1.9K
8 files
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questflowai logo

Founders Fund Contrarian

questflowai
OrganizationPopular

Use when evaluating startups through a Founders Fund-style lens: contrarian conviction, hard tech, bold product ambition, non-consensus markets, and high-upside company building.

138
1.8K
1 files
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trpc-group logo

Hello

trpc-group
OrganizationPopular

Write a hello file to the workspace output directory.

309
1.8K
1 files
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Besty0728 logo

Unity Dotween Design

Besty0728
CommunityPopular

Source-anchored design rules for DOTween 1.3.015

164
1.8K
8 files
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ginlix-ai logo

Idea Generation

ginlix-ai
OrganizationPopular

Find long and short candidates across a universe when no name is on the table yet: mandate, universe validation, archetype screens, thematic sweep, triage, idea cards, idea log. Triggers on idea…

288
1.8K
2 files
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NeoLabHQ logo

Critique

NeoLabHQ
OrganizationPopular

Comprehensive multi-perspective review using specialized judges with debate and consensus building

159
1.7K
Instructions
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codeaholicguy logo

Security Review

codeaholicguy
CommunityPopular

AI DevKit · Review code, skills, and prompts for security vulnerabilities — OWASP Top 10, prompt injection, business logic flaws, and insecure defaults. Use when reviewing PRs, auditing modules,…

252
1.6K
2 files
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Klotzkette logo

Agb Formulararbeitsvertrag 305ff Bgb

Klotzkette
CommunityPopular

Für Formulararbeitsvertrag: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Einreichungsplan mit Form- und Nachweischeck. Fachgebiet: AGB-Recht-Prüfer. Route:…

201
1.6K
Instructions
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Prismer-AI logo

Evolve Analyze

Prismer-AI
OrganizationPopular

Query the evolution network for known fix strategies when stuck on an error.

14
1.6K
Instructions
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silverstein logo

Minutes Video Review

silverstein
CommunityPopular

Analyze a product walkthrough, bug report video, Loom, or ScreenPal using Minutes transcription plus visual review. Use when the user wants a recorded demo or bug clip turned into a durable brief with…

163
1.5K
Instructions
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limecloud logo

Personal Ip Knowledge Builder

limecloud
OrganizationPopular

将访谈稿、聊天记录、简历、公开内容、业务资料、案例和既有 DOCX/Markdown 文档,提炼成可被 AI 长期调用的个人 IP 知识库。适用于用户要求“生成个人知识库”“整理成个人 IP 成品知识库”“为创始人/专家/讲师/主播/顾问建立AI知识库”“把资料变成个人IP底层提示词/写作风格库/故事素材库/话术库”的场景。

207
1.5K
6 files
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CloudAI-X logo

Security Patterns

CloudAI-X
CommunityPopular

Implements authentication, authorization, encryption, secrets management, and security hardening patterns. Use when designing auth flows, managing secrets, configuring CORS, implementing rate…

188
1.4K
Instructions
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mohitagw15856 logo

Agent Severance

mohitagw15856
CommunityPopular

Offboard an AI agent the way you'd offboard an employee — inventory what it knew and touched, export then purge its memory, revoke every credential and access grant, and write the handover for its…

240
1.4K
Instructions
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RefoundAI logo

Executive Communication

RefoundAI
OrganizationPopular

Help users master the high-stakes communication required to navigate executive reviews, board meetings, and strategic decision-making with clarity and confidence.

170
1.3K
2 files
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first-fluke logo

Oma Qa

first-fluke
OrganizationPopular

Review changes for correctness, security, accessibility, and performance. Use for scoped quality reviews or verification plans; bug fixes use oma-debug.

149
1.3K
5 files
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amElnagdy logo

Woo Guard

amElnagdy
CommunityPopular

Review generated or changed WooCommerce code — extensions, payment and shipping integrations, checkout customizations, and order/product logic — before it ships. Best used reactively after an agent…

141
1.2K
5 files
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TencentCloudBase logo

Data Model Creation

TencentCloudBase
OrganizationPopular

[Deprecated] Optional advanced tool for complex data modeling. For simple MySQL table creation, use relational-database-tool directly; for PostgreSQL / CloudBase PG schema work, use…

141
1.1K
Instructions
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zeenie-ai logo

Subagent Orchestration

zeenie-ai
Community

Coordinate connected subagents through durable Task Manager assignments, bounded parallel execution, review, retry, reassignment, and acceptance.

137
912
Instructions
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ynulihao logo

Prompt Engineering Patterns

ynulihao
Community

Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production…

76
612
Instructions
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menkesu logo

Stakeholder Craft

menkesu
Community

Manages stakeholder relationships using Kim Scott's Radical Candor and Carole Robin's interpersonal dynamics. Use when giving/receiving feedback, navigating difficult conversations, or building trust…

120
406
Instructions
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WellApp-ai logo

Skill Creator

WellApp-ai
Organization

Template and guide for creating new skills

48
342
Instructions
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OneWave-AI logo

Claude Design System Architect

OneWave-AI
Organization

Generate a complete, premium design system from a brand brief or an existing site — color tokens, type scale, spacing/radius/elevation, motion language, and component specs — exported as Tailwind…

49
293
Instructions
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qf-studio logo

Nav Simplify

qf-studio
Organization

Simplify and refine code for clarity, consistency, and maintainability while preserving all functionality. Focuses on recently modified code. Auto-invoke after implementation skills or on-demand.

12
232
5 files
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team-telnyx logo

Telnyx Messaging Hosted Java

team-telnyx
Organization

Set up hosted SMS numbers, toll-free verification, and RCS messaging. Use when migrating numbers or enabling rich messaging features. This skill provides Java SDK examples.

21
217
Instructions
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dev-toolings logo

E2e Panther Playwright

dev-toolings
Organization

Write end-to-end tests with Symfony Panther 2.4 for browser automation or Playwright for complex scenarios

24
213
1 files
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bobmatnyc logo

Mpm Status

bobmatnyc
Community

Display Claude MPM system status

34
152
Instructions
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Houseofmvps logo

Rescue

Houseofmvps
Community

Production Incident Commander — diagnose and recover from production incidents. Use when something is broken in production, site is down, errors spiking, or user reports a critical bug.

14
122
Instructions
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HermeticOrmus logo

Rag Implementation

HermeticOrmus
Community

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or…

18
104
Instructions
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travisjneuman logo

Course Material Creator

travisjneuman
Community

Create custom educational materials including syllabi, lesson plans, assessments, reading lists, and learning objectives. Use when building course curricula, training programs, workshops, or…

22
98
Instructions
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wasintoh logo

Version Control

wasintoh
Community

Natural-language undo, rollback, and checkpoints that hide git entirely — "ย้อนกลับ", "undo", "ไม่เอาแล้ว", "เอาอันเดิมคืน" map to safe git stash/revert/checkpoint operations with cleanup and…

19
96
Instructions
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vasilyu1983 logo

Ai Coding Agents

vasilyu1983
Community

Creates coding agents on Claude Code, Codex, and Agent SDK. Use when defining review, test, refactor, or team agents — not building a runtime.

19
87
39 files
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dylantarre logo

Spatial Thinking

dylantarre
Community

Use when animation involves depth, perspective, volume, or three-dimensional awareness—camera moves, character positioning, environmental interaction, or maintaining consistent spatial relationships.

12
84
Instructions
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