AI Ml AI Skills
4,774 open-source AI Ml AI skills that teach any AI model a new workflow.
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Working Across Computers
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…
Redteam Container Detail Pack
Domain routing and boundary guidance for authorized container and orchestration security testing, including Docker escape, Kubernetes privilege escalation, image vulnerabilities, and service mesh…
Cs Foundations
Master discrete mathematics, logic, formal proofs, and computational thinking. Build the mathematical foundation for all computer science.
Cuopt Multi Objective Exploration
Trace, complete, and interpret the Pareto frontier across competing objectives using repeated single-objective cuOpt solves (weighted-sum and ε-constraint).
Golang Observability
Golang everyday observability — the always-on signals in production. Covers structured logging with slog, Prometheus metrics, OpenTelemetry distributed tracing, continuous profiling with…
Ai Core/Chat Experience
End-to-end chat implementation: server endpoint with chat() and toServerSentEventsResponse(), client-side useChat hook with fetchServerSentEvents(), message rendering with UIMessage parts, multimodal…
Comet Verify
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。
Go2rtc Cameras
Multi-camera RTSP to WebRTC streaming via go2rtc
Enterprise
Dark-themed cloud-platform aesthetic with modular grids, glass-like panels, and strong data hierarchy for productivity dashboards.
Hyperflow Deploy
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…
Dex
Cross-chain DEX market intelligence - trending tokens, gainers, losers, volume, stats across all chains and protocols
Usability Test Plan
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…
Omh Cto Loop
[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…
Figure Composer
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…
Humanizer
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.…
Salary Market Scanner
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",…
Openakita/Skills@Canvas Design
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…
Wecomcli Shared
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。
Security Review
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。
Results Section Structurer
Organizes biomedical figures, analyses, and result blocks into a clear Results section structure with disciplined narrative ordering and evidence-aware presentation.
Founders Fund Contrarian
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.
Hello
Write a hello file to the workspace output directory.
Unity Dotween Design
Source-anchored design rules for DOTween 1.3.015
Idea Generation
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…
Critique
Comprehensive multi-perspective review using specialized judges with debate and consensus building
Security Review
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,…
Agb Formulararbeitsvertrag 305ff Bgb
Für Formulararbeitsvertrag: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Einreichungsplan mit Form- und Nachweischeck. Fachgebiet: AGB-Recht-Prüfer. Route:…
Evolve Analyze
Query the evolution network for known fix strategies when stuck on an error.
Minutes Video Review
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…
Personal Ip Knowledge Builder
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。
Security Patterns
Implements authentication, authorization, encryption, secrets management, and security hardening patterns. Use when designing auth flows, managing secrets, configuring CORS, implementing rate…
Agent Severance
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…
Executive Communication
Help users master the high-stakes communication required to navigate executive reviews, board meetings, and strategic decision-making with clarity and confidence.
Oma Qa
Review changes for correctness, security, accessibility, and performance. Use for scoped quality reviews or verification plans; bug fixes use oma-debug.
Woo Guard
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…
Data Model Creation
[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…
Subagent Orchestration
Coordinate connected subagents through durable Task Manager assignments, bounded parallel execution, review, retry, reassignment, and acceptance.
Prompt Engineering Patterns
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production…
Stakeholder Craft
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…
Skill Creator
Template and guide for creating new skills
Claude Design System Architect
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…
Nav Simplify
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.
Telnyx Messaging Hosted Java
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.
E2e Panther Playwright
Write end-to-end tests with Symfony Panther 2.4 for browser automation or Playwright for complex scenarios
Mpm Status
Display Claude MPM system status
Rescue
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.
Rag Implementation
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…
Course Material Creator
Create custom educational materials including syllabi, lesson plans, assessments, reading lists, and learning objectives. Use when building course curricula, training programs, workshops, or…
Version Control
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…
Ai Coding Agents
Creates coding agents on Claude Code, Codex, and Agent SDK. Use when defining review, test, refactor, or team agents — not building a runtime.
Spatial Thinking
Use when animation involves depth, perspective, volume, or three-dimensional awareness—camera moves, character positioning, environmental interaction, or maintaining consistent spatial relationships.
