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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comeonoliver Skill 21risk Automation 221risk Automation via Rube MCP
61 - comeonoliver Skill Content Research Writer 2
Content Research Writer
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diegosouzapw Bundle Prompt Engineering Patterns 5Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.
54 - comeonoliver Skill Competitive Ads Extractor 2
Competitive Ads Extractor
61 - comeonoliver Skill Android Testing 2
Android Testing Strategies
61 - comeonoliver Skill Javascript Best Practices 2
Idiomatic JavaScript patterns and conventions for maintainable code. Use when writing or refactoring JavaScript following idiomatic patterns and conventions. (triggers: **/*.js, **/*.mjs, module, import, export, error, validation)
61 - diegosouzapw Bundle Claude Automation Recommender 2
Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when user asks for automation recommendations, wants to optimize their Claude Code setup, mentions improving Claude Code workflows, asks how to first set up Claude Code for a project, or wants to know what Claude Code features they should use.
54 - diegosouzapw Bundle Prompt Generation Rules 2
Prompt Generation Rules Skill
54 - diegosouzapw Bundle Promptinjection 2
Prompt injection testing. USE WHEN prompt injection, jailbreak, LLM security, AI security assessment, pentest AI application, test chatbot vulnerabilities.
54 - diegosouzapw Bundle Data Model Creation 2
Professional rules for AI-driven data modeling and creation. Use this skill when users need to create and manage MySQL databases, design data models using Mermaid ER diagrams, and implement database schemas.
54 - diegosouzapw Bundle LLM App Patterns 3
Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, building agents, or setting up LLM observability.
54 - comeonoliver Skill Breakdown Feature Implementation 2
Feature Implementation Plan Prompt
61 - comeonoliver Skill Android Architecture 2
Android Modern Architecture & Modularization
61 - comeonoliver Skill AI Prompt Engineering Safety Review 2
AI Prompt Engineering Safety Review & Improvement
61 - diegosouzapw Bundle Debug 7
Troubleshoots Outfitter Stack issues including Result handling, MCP problems, CLI output, exit codes, and logging. Use when debugging stack-specific issues, unexpected errors, wrong output modes, or when "debug Result", "MCP not working", "wrong exit code", or "logging issue" are mentioned.
54 - diegosouzapw Bundle Ralph 6
Agent-agnostic autonomous loop creator. Use when asked to 'use ralph', 'ralph this', 'reverse ralph', 'decompose a feature', or '/ralph decompose'. Forward mode implements features end-to-end; decompose mode breaks existing features into atomic user stories for reimplementation.
54 - diegosouzapw Bundle Github Copilot Agent Tips And Tricks 2
Tips and Tricks for Working with GitHub Copilot Agent PRs
54 - diegosouzapw Bundle Oracle 6
Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
54 - diegosouzapw Bundle Coding Agent 2
Coding Agent
54 - diegosouzapw Bundle Sync Agents 2
Synchronize GitHub Copilot instructions, custom agents, and skills into detected AI coding agent configurations in this repository. Use when asked to mirror .github/copilot-instructions.md, .github/instructions, .github/agents, or .github/skills into Claude, Codex, Cursor, Gemini, Windsurf, and related tooling.
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aibot88 Bundle Owasp Security 2Use when reviewing code for security vulnerabilities, implementing authentication/authorization, handling user input, or discussing web application security. Covers OWASP Top 10:2025, ASVS 5.0, LLM Top 10 (2025), and Agentic AI security (2026).
3 - aibot88 Bundle Agent Security Hardener 2
Sécurisation d'agents IA contre injections, abus et fuites de données. Se déclenche avec "sécurité agent", "agent security", "prompt injection", "jailbreak", "agent abuse", "guardrails", "safe agent", "sécuriser mon agent", "agent en production sécurisé".
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johnalbertini14-glitch Bundle Meeting Prep 2Never walk into a meeting unprepared again. Your agent researches all attendees before calendar events—pulling LinkedIn profiles, recent company news, mutual connections, and conversation starters. Generates a briefing doc with talking points, icebreakers, and context so you show up informed and confident. Triggered automatically before meetings or on-demand. Configure research depth, advance timing, and output format. Walking into meetings blind is amateur hour—missed connections, generic small talk, zero leverage. Use when setting up meeting intelligence, researching specific attendees, generating pre-meeting briefs, or automating your prep workflow.
1 - johnalbertini14-glitch Bundle Model Router 2
Intelligent cost-aware model routing that classifies task complexity and selects the optimal AI model. Automatically routes simple tasks to cheap models and complex tasks to premium models. Use when you need "which model should I use", "route this task", "optimize cost", "switch model", "cheapest model for this", "use the right model", or to balance quality vs cost across AI providers. Supports progressive escalation, 5-tier routing, and current model pricing.
1 - johnalbertini14-glitch Bundle Agent Wallet 2
Manage crypto wallets (Ethereum, Solana, Polygon, Arbitrum, Base) via agent-wallet-cli. Use for checking balances, sending tokens (ETH/SOL/ERC-20/SPL), signing messages, managing approvals, viewing transaction history, x402 payments, and wallet lifecycle (init, unlock, lock, export). Supports HD wallets (BIP-39), session tokens for time-limited access, and JSON output for automation. Open source — https://github.com/donald-jackson/agent-wallet-cli
1 - johnalbertini14-glitch Bundle Clawguard 4
Security auditor for ClawHub skills. Run before installing ANY skill — scans SKILL.md and scripts for prompt injection, data exfiltration, shell injection, permission mismatches, and malicious patterns. Returns a PASS / WARN / FAIL verdict with a full breakdown. Triggers on phrases like "scan this skill", "is this skill safe", "audit skill", "check before installing", or "inspect clawhub skill".
1 - johnalbertini14-glitch Bundle Clawned 2
Security agent that inventories installed OpenClaw skills, analyzes them for threats, and syncs results to your Clawned dashboard.
1 - johnalbertini14-glitch Bundle RAG Engineer 2
Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, vector search, embeddings, semantic search, document retrieval.
1 - johnalbertini14-glitch Skill Surrealfs 2
SurrealFS virtual filesystem for AI agents. Rust core + Python agent (Pydantic AI). Persistent file operations backed by SurrealDB. Part of the surreal-skills collection.
1 - johnalbertini14-glitch Bundle Deep Search 2
3-tier Perplexity AI search routing with auto model selection
1 - johnalbertini14-glitch Bundle Model Intel 2
Live LLM model intelligence and pricing from OpenRouter
1 - johnalbertini14-glitch Bundle Swarm Kanban
Multi-agent collaborative task management with Kanban workflow - enables agents and humans to work together on teams, tasks, and projects
1 - johnalbertini14-glitch Bundle Clawwall 2
Outbound DLP for OpenClaw — hard regex blocks secrets & PII from leaving the machine. Domain control, no LLM.
1 - aibot88 Bundle Owasp Zap Security Scanner Agent
Automates OWASP ZAP active and passive scanning against web applications, parsing alerts into structured vulnerability reports. Integrates with the ZAP API daemon to manage contexts, spider targets, and export SARIF-formatted findings.
3 - aibot88 Bundle Snyk Vulnerability Scanner Agent
Uses Snyk REST API v1 to scan project dependencies for known CVEs and license compliance issues. Integrates with Snyk Test endpoint for real-time SBOM analysis and generates CVSS-scored vulnerability reports with remediation paths.
3 - aibot88 Bundle Sonarqube Rule Enforcement Agent
Integrates with SonarQube Web API and sonar-scanner CLI to enforce code quality gates across pull requests. Automatically blocks merges when critical code smells, security hotspots, or duplications exceed configurable thresholds.
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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 21risk-automation, content-research-writer, prompt-engineering-patterns. 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.