AI Ml AI Skills
14,875 open-source AI Ml AI skills that teach any AI model a new workflow.
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AI skills directory results
Wcag22 A11y Audit
WCAG 2.2 Accessibility Audit skill that systematically evaluates web pages against 8 core Success Criteria (1.1.1, 1.4.3, 1.4.11, 2.1.1, 2.1.2, 2.4.3, 2.4.7, 4.1.2) using accessibility tree inspection…
Moai E2e
Create and run E2E tests across web, mobile, and desktop with auto-detection and CLI-first toolchains
Solomd
Read, search, edit, and version-control any folder of Markdown notes via the SoloMD MCP server. 13 tools including AutoGit per-note history, semantic search, and write-with-sandbox via an…
Social Push
使用 agent-browser 帮用户将内容发到社交媒体上。当用户需要发布内容、推送文章、上传文章、发帖到社交平台时使用此 skill。
Course Guide
AI Engineering from Scratch 课程的主题路由器。给它一个主题、问题或正在处理的 bug, 它会指出精确教授它的课程,以及下一条正确命令。触发短语: “在哪里学习”、“哪节课涵盖”、“课程导航”、“我卡在”、“接下来该做什么”、 “教我 MCP”、“教我 Agent Skills”、“在哪里准备 Claude certification”,或 "where do I…
Figma Build
Build a Figma design from code or a description — the reverse of figma-codegen. Reuses the connected file's existing design system (components, variables, styles) instead of drawing primitives with…
Code Quality Reviewer
Reviews code and provides detailed quality assessment
Passwords
Set up unattended 1Password access on a Mac or sign in to websites and apps without repeated human approvals. Use for new-device setup, passwords, authenticator codes, email or SMS verification,…
Vc Audit Context
Audit project context routing, shared-skill discoverability, and Claude/Codex wiring. Use when context docs or skill surfaces move, split, or drift.
Guardrail Tester
Guardrail tester that checks whether the permission rules and PreToolUse hooks already set up in Claude Code, Codex, Gemini CLI, OpenCode, or Cursor stop a battery of dangerous commands, including…
Cloudbase Mcp
CloudBase MCP reference. Use when connecting local or remote MCP, calling tools from the shell with mcporter, reading tool schemas, choosing the domestic or international endpoint, setting site,…
Api Documenting
Generate API documentation from code. Use when the user wants to document APIs, create API reference, generate endpoint documentation, or needs help with OpenAPI/Swagger specs.
D1 Drizzle Schema
Generate Drizzle ORM schemas for Cloudflare D1 databases with correct D1-specific patterns. Produces schema files, migration commands, type exports, and DATABASE_SCHEMA.md documentation. Handles D1…
Distill Shield
Distill Shield:为个人移交资料包生成 Canary 与可选加固策略,提高未授权蒸馏成本;仅适用于有权处置的数据。
Rigorous Coding
Apply rigorous coding standards. Use when writing, implementing, or reviewing code.
Binance Onchain Copy Trader
Scaffold for assembling on-chain copy-trading strategies on Binance Agentic Wallet. Wires the existing capabilities — address monitoring, signal subscription, address scoring, token audit, order…
Gate Check
Find the decisions in a pipeline that do not need the expensive model and propose the gate for each: a rule, a classic classifier, or a small model, with fail-closed routing. Use when the user asks to…
Deneb Visuals
Deneb visual creation, Vega/Vega-Lite spec authoring, and Deneb best practices for PBIR reports. Automatically invoke whenever the user mentions "Deneb" in any context, or asks about Vega/Vega-Lite…
Brand Protection Ebay
eBay brand protection toolkit. Detect unauthorized sellers, counterfeits, and VeRO violations. Includes price monitoring, trademark abuse detection, VeRO complaint templates, and enforcement guides.…
Mariadb Operator Release Notes
Create the release notes and upgrade guide for a mariadb-operator release. Given the release PR whose body lists every PR included in the release, it gathers each PR, groups the changes by relevance,…
Feishu Doc
Feishu document read/write operations. Activate when user mentions Feishu docs, cloud docs, or docx links.
Nextjs Supabase Vercel
Set up the current empty folder with the AI App Starter, so the agent builds a Next.js, Supabase and Vercel app with the owner step by step, from idea to launch.
Qiaomu Opencli Browser
Make websites accessible for AI agents. Navigate, click, type, extract, wait — using Chrome with existing login sessions. No LLM API key needed.
Spec Driven Develop
Automates pre-development workflow for large-scale complex tasks. Use when the user mentions "rewrite", "migrate", "overhaul", "refactor entire project", "transform", "rebuild in [language]",…
Caspian Connect Telegram
Connect Caspian Telegram for OpenCode, enable telegram in caspian.json channels, and tell the user to restart. Use when linking a Telegram bot or running /caspian:connect-telegram.
Llm Pipeline Analysis
Inspect LLM torch profiler traces at forward-pass, layer, and kernel level. Use when you need layer timings, anchor-kernel boundaries, representative kernel flows, or Perfetto time ranges.
Kicad Pcb
Workflow skill for KiCAD PCB layout and routing via MCP tools. Triggers on: "layout the board", "route traces", "PCB", "place footprints", "copper pour", "board outline", "differential pair", "board…
Sel Social Emotional Learning
社会情感学习(SEL)专家系统——基于CASEL框架的完整知识体系与实践指南。 涵盖五大核心能力(自我意识/自我管理/社会意识/人际关系/负责任决策)、 课程设计、教学策略、评估工具及全球本土化实践。 触发词:「SEL」「社会情感学习」「情绪教育」「CASEL」「社交技能训练」 适用场景:教育工作者、家长、学校管理者、教育研究者
Aibridge Development Workflow
AIBridge/Unity 项目的标准开发工作流。Use when creating, modifying, fixing, refactoring, or validating C# code, Unity assets, prefabs, editor tools, package structure, tests, AGENTS.md, or local Skills. Preserves…
External Myagents Cli
为不了解 MyAgents 的本机外部 AI 补充产品背景、能力模型和公开 CLI 使用方式。 收到 MyAgents 设置页的交接 Prompt 后读取;使用其中给出的绝对 CLI 路径和 MYAGENTS_API_TOKEN 发现本地与同账号跨设备 Agent、委托和读取 Session, 以及操作本机 Task、Record 与 Runtime 发现。
Inbox Triage
Go through recent mail and sort it into needs-a-reply, waiting-on-others, to-do and can-ignore, with draft replies ready for review. Use when the user asks to triage, sort, catch up on or clear their…
Workflow Ai Coding
Edit, validate, debug, publish, and inspect ReachAI Workflow drafts through the Workflow AI Coding REST API. Use when asked to create or modify a workflow graph, add/update/delete nodes or edges,…
Skill Creator
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 VT Code's capabilities with specialized knowledge,…
Test Pruner
Tests in a named area duplicate stronger tests, re-assert the implementation, or keep test-only seams alive, and need pruning.
Ascii Art
Generate ASCII art text banners, box art, and decorative text using pyfiglet, cowsay, and boxes CLI tools
Cache Components
Expert guidance for Next.js Cache Components and Partial Prerendering (PPR). **PROACTIVE ACTIVATION**: Use this skill automatically when working in Next.js projects that have `cacheComponents: true`…
Summarise Document
Writes a structured summary of one Document, or of each Document in the Question's Search scope, covering its key claims (each with a Citation), its methods or approach, its limitations and the…
Prd Generator
Generate comprehensive Product Requirements Documents (PRDs) for product managers. Use this skill when users ask to "create a PRD", "write product requirements", "document a feature", or need help…
Quality Flywheel
Evaluate and improve GenAI models and agents using the Google GenAI Evaluation SDK. Creates eval datasets (from session traces or synthetic generation), selects and configures metrics (RubricMetric,…
Menu Recipes
Recipes composed on the react-horizontal-scrolling-menu public API — NOT props: autoplay (setInterval + scrollNext gated on menuVisible), infinite loop/carousel (clone head/tail + scrollLeft teleport…
Typescript Naming
Apply, review, and explain TypeScript naming conventions. Use automatically for tasks involving exports, identifiers, generic type parameters, acronyms, React props and handlers, hooks, comments, or…
Trailsnap Ui Design
基于 TrailSnap(行影集)现有设计系统设计、实现和审查前端 UI。适用于 package/website 的新页面、组件、布局、主题、移动端适配与界面改版;纯后端任务和其他项目不适用。
Aeon Doctor
Static config-correctness linter for this instance - catches the silent-failure class (unquoted schedules, duplicate keys, unconfigured skills, mode typos, broken requires/MCP refs) that no run-based…
Second Brain Query
Answer questions against the knowledge base wiki. Use when the user asks a question about their collected knowledge, wants to explore connections between topics, says "what do I know about X", or…
Animation Montage
Create and manipulate Animation Montages — sections, slots, segments, branching points, notifies, and blend settings (AnimMontageService). Use when the user asks to create a montage (from an animation…
Generic Commit Convention
Write conventional commit messages and run the repository's pre-push checks before commit, push, or PR title work.
Research Foresight
ARA World Model — read-only reasoning engine over ONE Agent-Native Research Artifact (ARA), run LOCALLY with the coding agent itself as the LLM (no SDK, no API key). Given an ARA directory and a…
Github
GitHub operations via `gh` CLI: issues, PRs, CI runs, code review, API queries. Use when: (1) checking PR status or CI, (2) creating/commenting on issues, (3) listing/filtering PRs or issues, (4)…
Release
Release a new version of the DevoxxGenie IntelliJ plugin — prompt for the target version, bump it in the build files, write a curated CHANGELOG.md entry and plugin.xml change-notes from the git/PR…
Aws Wechat Article Images
公众号封面|公众号配图|公众号插图|AI 生图 — 公众号 AI 封面与配图生成,按文章标题与内容自动匹配画风,一稿多方案,多风格预设可复用。面向公众号编辑、自媒体、品牌设计。触发词:「封面」「配图」「插图」「生成图片」「给文章加图」「做个封面」「文章插图」「配个图」。不写正文只发一组图请走 aws-wechat-sticker;需要多环节串联(写+审+排+配图+发)请走…
Debug Helper
Help debug code by analyzing error messages, identifying root causes, and providing fix suggestions.

