AI & ML
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
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involvex Bundle Capacitor Plugins 4Guides the agent through installing, configuring, and using Capacitor plugins from five sources — official Capacitor plugins, Capawesome plugins, Capacitor Community plugins, Capacitor Firebase plugins, and Capacitor MLKit plugins. Covers installation, platform-specific configuration (Android and iOS), and basic usage examples. Do not use for migrating Capacitor apps or plugins to a newer version, setting up Capacitor Live Updates, or non-Capacitor mobile frameworks.
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involvex Bundle Capacitor App Upgrades 4Guides the agent through upgrading a Capacitor app project to a newer major version. Supports upgrades from Capacitor 4 through 8, including multi-version jumps. Covers automated upgrade via the Capacitor CLI and manual step-by-step fallback for each version. Do not use for plugin library upgrade or non-Capacitor mobile frameworks.
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involvex Bundle Capacitor Plugin Upgrades 4Guides the agent through upgrading a Capacitor plugin to a newer major version. Supports upgrades from Capacitor 4 through 8, including multi-version jumps. Covers automated upgrade via official migration tools, Android SDK targets, Gradle configuration, Java/Kotlin versions, iOS deployment targets, and manual step-by-step fallback for each version. Do not use for app project upgrade or non-Capacitor plugin frameworks.
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involvex Skill Capacitor Plugin Spm Support 4Guides the agent through adding Swift Package Manager (SPM) support to an existing Capacitor plugin. Covers creating a Package.swift manifest, replacing Objective-C bridge files with the CAPBridgedPlugin Swift protocol, updating .gitignore for SPM artifacts, cleaning up the Xcode project file, and updating package.json. Do not use for Capacitor app projects, creating new plugins from scratch, or non-Capacitor plugin frameworks.
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stacksjs Skill Stacks Orm 4Use when working with the Stacks ORM — defining models with defineModel(), model relationships (hasOne, hasMany, belongsTo, belongsToMany, morphOne, hasManyThrough), attributes, traits, factories, computed properties, query building, transactions, or the 50+ built-in models. Covers @stacksjs/orm, storage/framework/orm/, and storage/framework/defaults/app/Models/.
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stacksjs Skill Stacks Models 4Use when working with data models in Stacks - the defineModel() API, model attributes with validation and factories, relationships (hasOne/hasMany/belongsTo/belongsToMany), traits (useAuth, useUuid, useTimestamps, useSearch, useApi, billable, taggable, categorizable, commentable, likeable, observe), computed properties (get/set), model generation, and the 103 built-in framework models. Covers model definitions and storage/framework/defaults/app/Models/.
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moshe-ship Skill Arabench 3Arabic LLM benchmarking across 8 quality categories
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stacksjs Skill Stacks Actions 4Use when working with Stacks server actions — creating actions in app/Actions/, auto-generated API actions from the useApi model trait, the 80+ default framework actions (auth, dashboard, commerce, content, deployment, jobs), action request/response handling, or action registration. Covers @stacksjs/actions and storage/framework/defaults/app/Actions/.
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majiayu000 Bundle Codex 22Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing
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moshe-ship Skill Voice Assistant 3مساعد صوتي عربي — حوّل الصوت لنص، عالجه، وردّ بصوت عربي. خط أنابيب كامل: Whisper → LLM → TTS. استخدم عندما يريد المستخدم تفاعل صوتي كامل.
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majiayu000 Bundle Codex Agent 4Use when you want a second-opinion review via Codex CLI, cross-verification after another agent implements changes, debugging help, or alternative implementation proposals. Requires Codex CLI to be installed and authenticated.
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majiayu000 Bundle Skill Audit 5Audit, design, categorize, distribute, and measure agent skills using lessons from Anthropic's Lessons from building Claude Code: How we use skills. Use when reviewing an existing skill, deciding whether a workflow deserves a skill, planning a skill library, turning team knowledge into skills, choosing skill categories, writing trigger descriptions, designing progressive disclosure, or planning skill marketplace and usage measurement.
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stacksjs Skill Stacks New Feature 4Use when adding a new feature end-to-end in a Stacks application — the complete workflow from model definition through migration, action, route, test, and deployment. Covers the recommended order of operations for building features.
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stacksjs Skill Stacks Events 4Use when working with the event system in a Stacks application — dispatching events, listening for events, model events, wildcard listeners, the event emitter, or event-driven architecture. Covers @stacksjs/events, app/Events.ts, app/Listener.ts, and app/Listeners/.
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fabioc-aloha Bundle Agent Debug Panel 4Debug skill/hook/agent loading issues using VS Code's Agent Debug Panel
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fusengine Skill Sniper Check 3Use when validating code quality after modifications. Runs sniper agent in isolated forked context for clean, fast validation.
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fusengine Bundle Agent Creator 3Use when creating expert agents. Generates agent.md with frontmatter, hooks, required sections, and skill references.
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fusengine Bundle Prompt Library 3Library of 18+ ready-to-use prompt templates and executable agents
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fusengine Bundle Prompt Testing 3A/B testing and performance metrics for prompts
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fusengine Bundle Guardrails 3Security techniques and quality control for prompts and agents
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fusengine Bundle Laravel Livewire 3Livewire 3 reactive components - wire:model, actions, events, Volt, Folio. Use when building reactive UI without JavaScript.
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fusengine Bundle Prompt Creation 3Techniques and templates for creating optimal prompts following Anthropic conventions
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fusengine Skill Prompt Optimization 3Analyze and improve existing prompts for better performance
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fusengine Bundle Agent Design 3Design AI agents with recommended patterns and architectures
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fusengine Bundle MCP Tools 3MCP tools for Xcode automation and Apple documentation access. XcodeBuildMCP for builds, apple-docs for WWDC and API docs. Use when building projects, searching documentation, or accessing WWDC content.
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yogsoth-ai Bundle Function Model Construction 2Build substance-field functional model of a system, annotating useful, harmful, insufficient, and excessive interactions.
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kok-o Skill Soft Design 3Agent Skill: Principal UI/UX Architect & Motion Choreographer (Awwwards-Tier)
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yogsoth-ai Bundle Functional Model Biology 2Build biological system functional model. Map energy, matter, and information flows.
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bytesagain Bundle Spec Workflow MCP 2Serve spec-driven dev tools via MCP for AI-assisted workflows. Use when adding tasks, planning iterations, tracking completion, reviewing quality.
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joshuashepherd Skill Claude API 3Build, refine, and master agents using the Anthropic Claude API and @anthropic-ai/sdk. Covers messages API, tool use, extended thinking, prompt caching, streaming, and multi-agent patterns. Fetches live docs from docs.anthropic.com. Use when building or debugging anything on the Claude API.
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joshuashepherd Bundle Agent Context 2Build or modify user context systems — profile assembly, RunContract payloads, context schemas, catalog validation. Use when working on how user data flows into agents.
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neekware Bundle Agent Workflow Designer 2Agent Workflow Designer
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joshuashepherd Skill Asset Prompt Library 2Manage reusable NB2 prompt templates for recurring asset types. Use to store, retrieve, list, or customize prompt templates for consistent asset generation.
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neekware Bundle Self Improving Agent 2> **Note:** Bundled scripts ship as Markdown reference (`.md`) — copy the code out of the `.md` file to run it.
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neekware Bundle Senior Prompt Engineer 2> **Note:** Bundled scripts ship as Markdown reference (`.md`) — copy the code out of the `.md` file to run it.
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curiositech Bundle Skill Architect 4Design, create, audit, and improve Claude Agent Skills with expert-level progressive disclosure. Use when building new skills, reviewing existing skills, debugging activation failures, encoding domain expertise, or designing skills for subagent consumption. Activate on "create skill", "improve skill", "skill audit", "skill review", "activation debugging", "shibboleth", "progressive disclosure", "skill description". NOT for general Claude Code features, runtime debugging, non-skill coding, or MCP server implementation.
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Frequently asked questions
What are AI & ML agent skills?
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
Which AI & ML skills are most installed?
Popular AI & ML skills on SkillMD right now include capacitor-plugins, capacitor-app-upgrades, capacitor-plugin-upgrades. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do AI & ML skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.