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.
-
jason-easyazz Skill Zoe Status RefreshCheck Zoe runtime health and refresh generated agent knowledge after major changes.
-
biwakonbu Skill Codex CLI KnowledgeUse when user asks about Codex CLI, codex command, approval mode, sandbox, AGENTS.md, codex configuration, /model, /review, /compact, /plan, /personality, /collab, /agent, apply_patch, reasoning level, multi-agent, plugin system, MCP server, hook engine, or memory management. Also use when user says Codex CLI について, codex の使い方, 承認モード, 推論レベル. OpenAI Codex CLI の仕様と使い方に関する知識を提供し、モデル選択、推論レベル、承認モード、サンドボックス、組み込みツール、スラッシュコマンド、Plan モード、マルチエージェント協調、メモリ管理、Steer モード、パーソナリティ設定、プラグインシステム、MCP 連携、フックエンジン、カスタムエージェントについて回答する。
- biwakonbu Skill Gemini Text Models
Use when user asks about Gemini text models, Flash vs Pro, Flash Lite, thinking mode, reasoning, context window, or model migration. Also use when user says テキストモデル, Flash と Pro の違い, 推論モード, thinking モード, コンテキストウィンドウ. Gemini テキスト生成モデル（3.1 Pro / Flash / Flash Lite）の詳細比較、推論モード、コンテキストウィンドウ、移行ガイドを提供する。
- biwakonbu Skill Gemini API Overview
Use when user asks about Gemini API overview, model selection, which Gemini model to use, Gemini model comparison, or SDK setup. Also use when user says Gemini API について, モデル選択, どのモデルを使うべき, Gemini SDK. Gemini API の全体概要、モデルファミリー一覧、用途別推奨モデル早見表、SDK 基本使用法を提供する。
- biwakonbu Skill Cursor CLI Knowledge
Use when user asks about Cursor, cursor command, cursor-agent, terminal agent, @ symbols, model selection, MCP servers, Composer, or Cursor settings. Also use when user says Cursor について, cursor の使い方, cursor-agent, ターミナルエージェント. Cursor IDE および cursor-agent CLI の仕様と使い方に関する知識を提供し、エディタ CLI、ターミナルエージェント、モデル選択、@ シンボル、MCP サーバー連携、Composer、設定方法について回答する。
- biwakonbu Skill Gemini CLI Knowledge
Use when user asks about Gemini CLI, gemini command, model selection, /model, /settings, /plan, /rewind, google_web_search, web_fetch, run_shell_command, sandbox, hooks, or Gemini extensions. Also use when user says Gemini CLI について, gemini の使い方, モデル選択. Gemini CLI の仕様と使い方に関する知識を提供し、モデル選択、スラッシュコマンド、組み込みツール、拡張機能、フックシステム、サンドボックス、MCP 管理者制御について回答する。
- biwakonbu Skill Claude Code Knowledge
Use when user asks about Claude Code, plugins, skills, slash commands, subagents, hooks, LSP, MCP, permissions, sessions, plan mode, agent teams, background agents, worktree, teleport, effort, structured output, --bare, or --console. Also use when user says Claude Code について, プラグイン開発, スキル定義, フック設定, 権限設定. Claude Code CLI の仕様と使い方に関する知識を提供し、プラグイン開発、スキル、スラッシュコマンド、サブエージェント、フック、LSP、MCP、権限設定、セッション管理、エージェントチーム、バックグラウンドエージェント、Git Worktree、セッションテレポート、effort 制御、構造化出力、リモートセッションについて回答する。
- biwakonbu Skill Gemini Video Generation
Use when user asks about Gemini video generation, Veo, video model, video creation, or video editing. Also use when user says 動画生成, Veo, ビデオ生成, 動画モデル, 動画作成. Veo 3.1 動画生成モデルの機能、解像度、アスペクト比、ネイティブオーディオ、価格を提供する。
-
excatt Skill Security AuditSecurity audit covering OWASP Top 10, STRIDE, and LLM/AI attack surfaces (prompt injection, tool-call validation, skill supply chain). Use for security reviews, auth/API exposure, and pre-deployment audits.
- biwakonbu Skill Agent Browser Knowledge
Use when user asks about agent-browser, browser automation, snapshots, selectors, sessions, or web scraping. Also use when user says agent-browser について, ブラウザ自動化, スナップショット, セレクター, セッション管理. agent-browser CLI の仕様と使い方に関する知識を提供し、ヘッドレスブラウザ自動化、スナップショット、セレクター、セッション管理、ネットワーク制御について回答する。
-
danilomartinelli Skill Parallel AgentsMulti-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.
-
artsmc Bundle Spec WriterUse this agent when you need to create comprehensive feature documentation and task breakdowns for new development work. This agent should be invoked in the following scenarios:. Use when Codex needs this specialist perspective or review style.
- artsmc Bundle Technical Writer
Use this agent when you need to create or improve user-facing documentation. This agent specializes in clear, accessible technical writing for API documentation, user guides, README files, tutorials, and changelogs. Invoke in these scenarios:. Use when Codex needs this specialist perspective or review style.
-
sarfraznawaz2005 Skill ResearchDeep research via Gemini CLI — runs in background sub-agent.
-
valec3 Skill Backend PHP Anti PatternsCommon PHP mistakes and anti-patterns to avoid for cleaner, more maintainable code.
- valec3 Skill Backend Quality Debugging
Debugging tools, logging, error tracking.
- valec3 Skill Backend API Restful Design
REST principles, resource naming, HTTP methods.
- valec3 Skill Backend Codeigniter Models
Model patterns, entity usage, query builder.
- valec3 Skill Facilitating Brainstorming
Use prior to creative work to explore user intent, requirements, and design through collaborative dialogue.
- valec3 Skill Backend Codeigniter Filters
Middleware/filters, authentication, CORS.
- valec3 Skill Backend Codeigniter Routing
Route configuration, RESTful routes, URL structure.
- valec3 Skill Backend Database Migrations
Database versioning, migration best practices.
- valec3 Skill Backend PHP Modern Features
Modern PHP 8+ features including enums, attributes, readonly properties, and union types.
- valec3 Skill Backend Database Performance
Query optimization, indexing, N+1 prevention.
- artsmc Bundle Mastra Core Developer
Converted Claude specialist agent for mastra-core-developer. Use when Codex needs this specialist perspective or review style.
- artsmc Bundle Refactoring Specialist
Use this agent for technical debt reduction, code modernization, and architecture improvements. This agent should be invoked in the following scenarios:. Use when Codex needs this specialist perspective or review style.
- artsmc Bundle Remote Control Builder
Build remote control system for Claude Code using multi-agent team. Use when Codex should run the converted remote-control-builder workflow.
- valec3 Skill Backend Codeigniter Validation
Input validation, custom rules, error handling.
- valec3 Skill Backend Database Query Builder
CodeIgniter query builder, joins, complex queries.
- valec3 Skill Backend API Response Formatting
Consistent response structure, error handling.
- valec3 Skill Backend Codeigniter Controllers
Controller patterns, request handling, RESTful design.
- valec3 Skill Backend Database Entity Casting
Entity usage, type casting, data transformation.
- valec3 Skill Backend Security Authentication
JWT, session management, password hashing.
- valec3 Skill Backend Architecture Service Layer
Service layer pattern, business logic organization.
- artsmc Bundle Start Phase Execute Team
Parallel task execution with multi-agent teams and quality gates. Use when Codex should run the converted start-phase-execute-team workflow. Inputs: task_list_file, team_mode.
- valec3 Skill Backend Architecture Repository Pattern
Data access abstraction, repository pattern.
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 zoe-status-refresh, codex-cli-knowledge, gemini-text-models. 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.