AI Ml AI agent skills

8,771 skills in the archive. Read a skill’s instructions or open its original repository.

• Media Search

  by @taracodlabs

  Find and play music/videos via youtube_search + browser_navigate

• Uber Eats Order

  by @pockebot

  Order food or groceries end-to-end in the Uber Eats consumer app. Use when the user asks to open Uber Eats, browse merchants, add items, customize options, apply promos, choose delivery or pickup, place an order, or track order…

• Ai Socratic Dialogue Designer

  by @GarethManning

  Design a multi-round questioning sequence for interrogating AI chatbot answers, tracking how responses shift and distinguishing genuine updates from sycophantic capitulation. Use when teaching students to probe AI critically.

• Critical Thinking Task Designer

  by @GarethManning

  Design a critical thinking task targeting specific skills like evaluating evidence, identifying bias, or analysing arguments. Use when embedding critical analysis into subject lessons.

• Discipline Specific Critical Thinking Task Designer

  by @GarethManning

  Design discipline-specific critical thinking tasks grounded in knowledge-contingent reasoning rather than generic skills. Use when embedding higher-order thinking into subject content.

• Ai Output Critical Audit Designer

  by @GarethManning

  Design a structured protocol for auditing AI-generated text against Ennis's six CT standards. Use when students need to critically evaluate AI output in any subject.

• CTF•AI/ML 攻防

  by @asdfgh1445

  用于对抗样本、模型提取、提示注入、成员推断、训练投毒、LoRA 滥用、LLM 越狱等 AI/ML 相关 CTF 题;触发名:ctf-ai-ml

• Chart Visualization

  by @stophobia

  This skill should be used when the user wants to visualize data. It intelligently selects the most suitable chart type from 26 available options, extracts parameters based on detailed specifications, and generates a chart image…

• Buffett

  by @agi-now

  Activates Warren Buffett's complete investment thinking system. The following scenarios must trigger it: analyzing any stock or company, evaluating investment opportunities, interpreting financial reports/annual…

• Semantix

  by @Gnosil

  Install and use the semantix memory kernel as a middleware in your agent: extract user preferences / workflows / experience from past sessions, retrieve and inject them on demand. One binary + your agent's own tools.

• Semantix Guide

  by @Gnosil

  Troubleshoot and configure Semantix capabilities: Skills (project/custom/global/builtin priority, discovery dirs), Commands (override order, /dir:file naming), Hooks (11 events, automatic project loading, matchers, timeouts),…

• Create Payment Credential

  by @stripe

  Gets secure, one-time-use payment credentials (cards, tokens) from a Link wallet so agents can complete purchases on behalf of users. Use when the user says "get me a card", "buy something", "pay for X", "make a purchase", "I…

• Civitai

  by @artokun

  Discover Civitai models with the BUILT-IN download_model action:"search_civitai" and install/generate them locally. Find a checkpoint/LoRA/embedding on Civitai, download it into ComfyUI, and use its trigger words. Optionally…

• Local Llm Free

  by @artokun

  Run the ComfyUI agent locally for FREE with no subscription, no API key, and fully offline, using our gemma4 models fine-tuned on the comfyui-mcp tool suite via Ollama. Use when the user asks about running locally, running for…

• Lora Manager

  by @artokun

  Author ComfyUI-LoRA-Manager nodes from the panel. Use when adding a LoRA Manager loader, stacker, prompt, or text node, or when panel_add_node refuses AUTOCOMPLETE_TEXT_LORAS / AUTOCOMPLETE_TEXT_PROMPT after waiting for a widget.

• Harness Optimizer

  by @A-EVO-Lab

  Optimize an AI agent's harness for MCP-Atlas benchmark. Use when analyzing execution traces, diagnosing failures, and proposing improved prompts, skills, or harness code.

• Model Compatibility

  by @artokun

  Model family compatibility matrix covering loaders, resolutions, samplers, CFG, VAE, ControlNet, and LoRA compatibility for SD 1.5, SDXL, Flux, SD3, and video models

• Prompt Engineering

  by @artokun

  ComfyUI prompt engineering knowledge covering CLIP text encoding syntax, weight modifiers, model-specific prompting strategies, and best practices

• Gui Click Over Keyboard

  by @A-EVO-Lab

  When to prefer GUI mouse clicks over keyboard shortcuts — especially for formatting, multi-step visual tasks, and cross-application workflows.

• Input Handling

  by @jame581

  Use when implementing input — InputEvent system, Input Map actions, controllers/gamepads, mouse/touch, action rebinding, and input architecture

• Literature Review

  by @junruxiong

  Writes a literature review across the User's Documents on the Question's topic, synthesised by theme rather than one Document after another, showing where the Documents agree and disagree and what they leave out, with every…

• Mind To Report

  by @junruxiong

  Turns the User's Mind, meaning the Notes, Questions and earlier Answers above the Question, into a structured report draft with a title, a summary, sections and a conclusion, keeping their Citations and inventing no sources. Use…

• Summarise Document

  by @junruxiong

  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 questions it leaves open. Use when…

• Bioconductor Mscoreutils

  by @bioMate-AI

  MsCoreUtils defines low-level functions for mass spectrometry data and is independent of any high-level data structures. These functions include mass spectra processing functions (noise estimation, smoothing, binning, baseline…

• Sift Kg

  by @juanceresa

  Use sift-kg as an AI second brain — a persistent knowledge graph your agent operates from across sessions. Use proactively at session start to orient, when answering questions about the user's projects or domain, when generating…

• Journal Adapt

  by @WantongC

  Dynamic academic writing skill generator. Combines optional static writing skills with target-journal, field-top, or user-provided reference corpora, then revises a manuscript with a reviewable temporary skill. Use when the user…

• Quality Flywheel

  by @GoogleCloudPlatform

  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, LLMMetric,…

• Vertex Ai

  by @GoogleCloudPlatform

  Primary Router for Vertex AI skills. Use this skill when the user wants to work with Google Cloud Vertex AI (e.g., deploying models, running inference, or tuning models). This skill routes to vertex-deploy, vertex-inference, or…

• Menu Recipes

  by @asmyshlyaev177

  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 at seams), center on click…

• Menu Scrolling

  by @asmyshlyaev177

  Imperative scrolling for react-horizontal-scrolling-menu: scrollToItem(getItemById(id), behavior, inline, block), scrollNext/scrollPrev, apiRef for controlling the menu from outside (fire methods, never read data),…

• Menu Interactions

  by @asmyshlyaev177

  Wire mouse, wheel and touch input for react-horizontal-scrolling-menu: onWheel/onScroll are plain (api, event) => void callbacks, while ALL mouse/touch props (onMouseDown, onMouseUp, onMouseMove, onMouseLeave, onTouchStart,…

• Menu Setup

  by @asmyshlyaev177

  Build a working react-horizontal-scrolling-menu: install, the mandatory 'react-horizontal-scrolling-menu/dist/styles.css' import, ScrollMenu with a unique itemId per child, arrow components via VisibilityContext with…

• Latex Document Skill

  by @ndpvt-web

  Universal LaTeX document skill: create, compile, and convert any document to professional PDF with PNG previews. Supports resumes, reports, cover letters, invoices, academic papers, theses/dissertations, academic CVs,…

• Typescript Style Guide

  by @mkosir

  Apply, review, and explain the opinionated conventions in the TypeScript Style Guide. Use automatically only when TypeScript conventions are part of the requested task, including type modelling, discriminated unions, function…

• Typescript Types

  by @mkosir

  Apply, review, and explain TypeScript type conventions. Use automatically for tasks involving inference, readonly data, type-safe constants, template literal types, any and unknown, assertions, type errors, type definitions,…

• Typescript Discriminated Unions

  by @mkosir

  Apply, review, and explain discriminated unions in TypeScript. Use automatically for tasks involving mutually exclusive variants, invalid state prevention, exhaustiveness checking, variant-specific object properties, application…

• Typescript Tests

  by @mkosir

  Apply, review, and explain testing conventions from the TypeScript Style Guide. Use automatically for TypeScript and TSX test tasks involving test design, AAA, mocking, isolation, black-box testing, Testing Library queries, test…

• Typescript React

  by @mkosir

  Apply, review, and explain React conventions from the TypeScript Style Guide. Use automatically for TypeScript and TSX tasks involving prop-derived state, prop typing, component responsibilities, data flow, compound components,…

• Typescript Variables

  by @mkosir

  Apply, review, and explain TypeScript variable conventions. Use automatically for tasks involving variable declarations, const assertions, enum alternatives, literal-union state modelling, boolean flags, or choosing between null…

• Typescript Source Organization

  by @mkosir

  Apply, review, and explain TypeScript source organization conventions. Use automatically for tasks involving feature-based organization, code colocation, import paths, import sorting, monorepos, or frontend and backend project…

• Typescript Functions

  by @mkosir

  Apply, review, and explain TypeScript function conventions. Use automatically for tasks involving function responsibility, statelessness, purity, side effects, function arguments, function API design, or return types.

• Typescript Naming

  by @mkosir

  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 TSDoc.

• Godot Inventory System

  by @thedivergentai

  Expert blueprint for inventory systems (Diablo, Resident Evil, Minecraft) covering slot-based containers, stacking logic, weight limits, equipment systems, and drag-drop UI. Use when building RPG inventories, survival item…

• Trailsnap Cli

  by @LC044

  Query photos, albums, locations, tags, and people from a TrailSnap instance through its command-line client. Use when TrailSnap MCP tools are unavailable and the user asks about their own photo library; Agent Tokens are…

• Trailsnap Ui Design

  by @LC044

  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。

• Trailsnap Agent

  by @LC044

  Query a user's TrailSnap photo library through scoped MCP tools to find photos, reconstruct memories, build person timelines, create evidence-backed narratives, or propose an album plan for explicit in-app approval. Use for the…

• Trailsnap Commit

  by @LC044

  TrailSnap 仓库提交、推送、需求平台与 PR 工作流规则。Use when preparing commits, pushing branches, managing the corresponding platform requirement, creating or merging pull requests, or monitoring PR CI in this repository; do not use for ordinary…

• Release Publisher

  by @LC044

  发布并验收 TrailSnap 新版本：汇总提交、同步全项目版本号、更新官网日志与客户端更新清单、执行发布前测试、创建 GitHub Release、监控标签 CI、核验 Release 附件，并生成小红书和公众号文案。Use when the user asks to 发布新版本、发版、创建或检查 GitHub Release、总结版本变更、监控发布 CI、检查发布产物，或撰写版本更新帖子。

• Album Doctor

  by @LC044

  对照片库或指定相册进行体检，并把结构、时间、地点、AI 元数据与安全清理问题转成可选择、可确认、尽量可撤销的计划。

• Travel Album

  by @LC044

  从一句自然语言需求自动发现或整理旅行照片，同时生成正式相册计划、结构化旅行日志和个性化 HTML 页面。

• Person Timeline

  by @LC044

  按年份和事件整理指定人物出现过的照片，展示共同经历、成长变化、地点与同行人，并可生成可追溯的人物故事。

• Memory Detective

  by @LC044

  根据模糊的时间、地点、同行人、画面和文字线索找回可能的照片事件，并在用户确认后生成可追溯的回忆故事。

• Travel Story

  by @LC044

  从照片时间线、地点、票据与代表照片生成结构化旅行日志和个性化 HTML 页面。

• Album Organizer

  by @LC044

  安全地把照片整理成正式相册，通过预览、用户确认、执行和撤销完成写操作。

• Trailsnap Search

  by @LC044

  逐步检索并理解用户相册，适合回答照片、人物、地点和时间相关问题。

• Nine Grid Selection

  by @LC044

  为朋友圈九宫格选择质量高、重复少、内容与时空分布丰富的照片。

• Yuwen Publish Precheck

  by @yuwen-cool

  国内自媒体发布前风险自审与保意修复：审口播稿、文章、图文笔记、字幕、封面文字能不能发抖音/小红书/微信视频号，给出具体位置、依据和可直接替换的改稿；被限流/删除/处罚后帮你复盘归因；你的行业敏感词、误报白名单和踩坑案例会沉淀成个人规则库，越用越准。Use when 用户说"能不能发""审一下稿子""查违禁词/敏感词""会不会限流/被限流了""帮我改成能发的版本""发布前检查""被平台处罚/删除了""帮我盯着这个词""导入违禁词表"。Not for…

• Azure Databricks

  by @MicrosoftDocs

  Expert knowledge for Azure Databricks development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure Cosmos Db

  by @MicrosoftDocs

  Expert knowledge for Azure Cosmos DB development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure Content Understanding

  by @MicrosoftDocs

  Expert knowledge for Azure Content Understanding in Foundry Tools development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and integrations…

• Azure Database Mysql

  by @MicrosoftDocs

  Expert knowledge for Azure Database for MySQL development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure Content Safety

  by @MicrosoftDocs

  Expert knowledge for Content Safety in Foundry Control Plane development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding…

• Azure Container Registry

  by @MicrosoftDocs

  Expert knowledge for Azure Container Registry development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure Aks Edge Essentials

  by @MicrosoftDocs

  Expert knowledge for Azure Kubernetes Service Edge Essentials development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations &…

• Azure Deployment Environments

  by @MicrosoftDocs

  Expert knowledge for Azure Deployment Environments development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns,…

• Azure Application Gateway

  by @MicrosoftDocs

  Expert knowledge for Azure Application Gateway development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure Active Directory B2c

  by @MicrosoftDocs

  Expert knowledge for Azure Active Directory B2C development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns,…

• Azure Defender For Cloud

  by @MicrosoftDocs

  Expert knowledge for Azure Defender For Cloud development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure Front Door

  by @MicrosoftDocs

  Expert knowledge for Azure Front Door development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure Container Apps

  by @MicrosoftDocs

  Expert knowledge for Azure Container Apps development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure Firewall

  by @MicrosoftDocs

  Expert knowledge for Azure Firewall development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure Data Factory

  by @MicrosoftDocs

  Expert knowledge for Azure Data Factory development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure Container Instances

  by @MicrosoftDocs

  Expert knowledge for Azure Container Instances development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and deployment. Use when…

• Azure Event Grid

  by @MicrosoftDocs

  Expert knowledge for Azure Event Grid development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and integrations & coding patterns. Use when…

• Azure Ddos Protection

  by @MicrosoftDocs

  Expert knowledge for Azure DDoS Protection development including troubleshooting, best practices, decision making, architecture & design patterns, security, configuration, and integrations & coding patterns. Use when enabling…

• Azure Batch

  by @MicrosoftDocs

  Expert knowledge for Azure Batch development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment.…

• Azure Communication Services

  by @MicrosoftDocs

  Expert knowledge for Azure Communication Services development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns,…

• Azure Expressroute

  by @MicrosoftDocs

  Expert knowledge for Azure ExpressRoute development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure App Service

  by @MicrosoftDocs

  Expert knowledge for Azure App Service development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure Documentdb

  by @MicrosoftDocs

  Expert knowledge for Azure DocumentDB development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure Arc

  by @MicrosoftDocs

  Expert knowledge for Azure Arc development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use…

• Azure Firmware Analysis

  by @MicrosoftDocs

  Expert knowledge for Azure Firmware Analysis development including best practices, security, integrations & coding patterns, and deployment. Use when configuring RBAC/service principals, uploading firmware via…

• Azure Cloud Services

  by @MicrosoftDocs

  Expert knowledge for Azure Cloud Services development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when managing Cloud…

• Azure Devtest Labs

  by @MicrosoftDocs

  Expert knowledge for Azure DevTest Labs development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure Bastion

  by @MicrosoftDocs

  Expert knowledge for Azure Bastion development including best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and integrations & coding patterns. Use when configuring Bastion…

• Azure Hpc Cache

  by @MicrosoftDocs

  Expert knowledge for Azure HPC Cache development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure Elastic San

  by @MicrosoftDocs

  Expert knowledge for Azure Elastic SAN development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure App Testing

  by @MicrosoftDocs

  Expert knowledge for Azure App Testing development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure Enclave

  by @MicrosoftDocs

  Expert knowledge for Azure Enclave development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, and deployment. Use when building DMZ/AVD/AKS…

• Azure Dns

  by @MicrosoftDocs

  Expert knowledge for Azure DNS development including troubleshooting, decision making, architecture & design patterns, limits & quotas, security, configuration, and integrations & coding patterns. Use when automating DNS…

• Azure Durable Task

  by @MicrosoftDocs

  Expert knowledge for Azure Durable Task development including best practices, decision making, architecture & design patterns, limits & quotas, configuration, integrations & coding patterns, and deployment. Use when choosing…

• Azure Functions

  by @MicrosoftDocs

  Expert knowledge for Azure Functions development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when wiring Functions to…

• Azure Api Management

  by @MicrosoftDocs

  Expert knowledge for Azure API Management development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…

• Azure Confidential Computing

  by @MicrosoftDocs

  Expert knowledge for Azure Confidential Computing development including decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building…

• Azure Cyclecloud

  by @MicrosoftDocs

  Expert knowledge for Azure CycleCloud development including troubleshooting, best practices, decision making, architecture & design patterns, security, configuration, integrations & coding patterns, and deployment. Use when…

• Azure Data Api Builder

  by @MicrosoftDocs

  Expert knowledge for Azure Data Api Builder development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when exposing DB…

• Azure Blob Storage

  by @MicrosoftDocs

  Expert knowledge for Azure Blob Storage development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when choosing Blob…

• Azure Ai Vision

  by @MicrosoftDocs

  Expert knowledge for Azure AI Vision development including decision making, limits & quotas, configuration, integrations & coding patterns, and deployment. Use when using Image Analysis, Read OCR containers, smart-crop…

• Azure Chaos Studio

  by @MicrosoftDocs

  Expert knowledge for Chaos Studio development including troubleshooting, best practices, decision making, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when automating Chaos Studio…

• Azure Digital Twins

  by @MicrosoftDocs

  Expert knowledge for Azure Digital Twins development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and…