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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getsentry Bundle Skill ScannerScans agent skills for security issues including prompt injection, malicious scripts, excessive permissions, secret exposure, and supply chain risks.
845 -
getsentry Bundle Prompt OptimizerCreates, optimizes, and iteratively refines agent prompts, system prompts, developer prompts, and reusable prompt templates with evals.
Audited 845 -
github Skill MCP CLIInteract with MCP servers from the command line to discover, inspect, and call tools for external systems like GitHub, filesystems, databases, and APIs.
Audited 36.2k -
github Skill DiagnosePerforms a systematic diagnostic scan of an AI workflow across 5 quality dimensions — prompt quality, context efficiency, tool health, architecture fitness, and safety — producing a scored report with prioritized remediation actions.
Audited 36.2k -
github Bundle Arize LinkGenerates deep links to the Arize UI for traces, spans, sessions, datasets, labeling queues, evaluators, and annotation configs.
Audited 36.2k -
github Bundle DependabotConfigure and manage GitHub Dependabot for automated dependency updates, security alerts, and vulnerability scanning across multiple ecosystems.
Audited 36.2k -
github Bundle CLI MasteryInteractive training for the GitHub Copilot CLI with guided lessons, quizzes, scenario challenges, and a full reference covering slash commands, shortcuts, modes, agents, skills, MCP, and configuration.
Audited 36.2k -
github Skill Copilot SdkEmbed Copilot's agentic workflows in any application using Python, TypeScript, Go, or .NET.
36.2k -
github Bundle Phoenix CLIDebug LLM applications using the Phoenix CLI: fetch traces, analyze errors, structure trace review with open and axial coding, inspect datasets, review experiments, and query the GraphQL API.
36.2k -
github Skill Tldr PromptCreate concise tldr summaries for GitHub Copilot customization files, MCP server documentation, or Copilot documentation from URLs or queries.
36.2k -
github Skill Agentic EvalImplement iterative evaluation and refinement loops for AI agent outputs, using self-critique, evaluator-optimizer patterns, and rubric-based scoring to improve quality.
Audited 36.2k -
github Skill Boost PromptRefines task prompts through iterative questioning about scope, deliverables, and constraints, then copies the final markdown to the clipboard.
36.2k -
github Skill Pinecone RAGBuild production RAG pipelines and persistent agent memory using Pinecone as the vector database backend.
36.2k -
github Bundle Github IssuesCreate, update, and manage GitHub issues using MCP tools and the GitHub CLI.
36.2k -
github Skill Breakdown PlanGenerates comprehensive GitHub project plans with Epic > Feature > Story/Enabler > Test hierarchy, dependencies, priorities, and automated issue tracking.
Audited 36.2k -
github Skill Generate ImageGenerate images using AI from OpenAI or Google Gemini, with support for textures, icons, sprites, and visual assets.
36.2k -
github Skill Workiq CopilotQueries Microsoft 365 Copilot data (emails, meetings, documents, Teams, people) using the WorkIQ CLI/MCP server for live context, summaries, and recommendations.
36.2k -
github Bundle Arize EvaluatorCreates and runs LLM-as-judge evaluators on Arize, including managing tasks, column mappings, and continuous monitoring.
36.2k -
github Skill Chrome DevtoolsControls and inspects a live Chrome browser for automation, debugging, and performance profiling using the Chrome DevTools MCP server.
36.2k -
github Skill Create AgentsmdGenerates a comprehensive AGENTS.md file at the repository root to provide AI coding agents with project context, setup commands, development workflows, testing instructions, and code style guidelines.
Audited 36.2k -
github Bundle Eval Driven DevBuild automated evaluation pipelines for Python LLM applications using real LLM calls and structured test datasets.
36.2k -
github Bundle Resemble DetectDetect AI-generated audio, images, video, and text, trace synthesis sources, apply watermarks, verify speaker identity, and analyze media intelligence using the Resemble AI platform.
36.2k -
github Bundle Semantic KernelCreate, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python.
Audited 36.2k -
github Skill Agent GovernanceAdd governance, safety, and trust controls to AI agent systems with policy enforcement, intent classification, and audit trails.
Audited 36.2k -
github Bundle Arize ExperimentCreates, runs, and analyzes Arize experiments for evaluating and comparing model performance using the ax CLI.
36.2k -
github Bundle Powerbi ModelingBuild and optimize Power BI semantic models with star schema design, DAX measures, relationships, and row-level security following Microsoft best practices.
36.2k -
github Bundle Quality PlaybookRuns a complete quality engineering audit on any codebase, deriving behavioral requirements, generating spec-traced tests, performing multi-pass code review, and producing a consolidated bug report with verified patches.
36.2k -
github Skill X Twitter ScraperIntegrate Xquik into apps, scripts, data pipelines, or AI agents for X API tasks like tweet search, user lookup, follower export, media actions, and webhook verification.
36.2k -
github Skill Foundry Agent SyncRegisters prompt-based AI agents in Azure AI Foundry via REST API from a local JSON manifest, making them immediately available for invocation.
36.2k -
github Bundle Mini Context GraphBuild a persistent, compounding knowledge base that combines a wiki, knowledge graph, and raw source storage for structured retrieval with provenance.
36.2k -
github Skill Breakdown Epic ArchGenerates a high-level technical architecture specification for an epic from a Product Requirements Document, including system diagrams, component lists, and estimates.
Audited 36.2k -
github Skill Conventional CommitGenerate standardized commit messages following the Conventional Commits specification using a structured XML format.
36.2k -
github Skill Harness EngineeringPrevent repeated AI coding-agent mistakes by turning failures into durable instructions, drift checks, regression tests, failure memory, and adoption reports tailored to the target repository.
36.2k -
github Bundle Copilot Pr AutopilotAutomates repeated rounds of Copilot code review on GitHub pull requests: triggers review, triages threads, dispatches parallel fix agents, commits, replies, and loops until convergence.
36.2k -
github Bundle AI Team OrchestrationBootstrap and run a multi-agent AI development team with parallel chats for planning, development, QA, and DevOps.
Audited 36.2k -
github Skill Finalize Agent PromptRefines and polishes prompt files by applying proven best practices for structure, wording, and clarity while preserving original intent and formatting.
Audited 36.2k
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 finalize-agent-prompt, diagnose, agentic-eval. 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.