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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tomevault-io Bundle Bgm Creation Youtube Upload AgentSuno用のBGMプロンプトを生成し、YouTubeにアップロードするためのAgent skill Use when this capability is needed.
- tomevault-io Bundle Organize
Open the Cross-Code Organizer (CCO) dashboard — view and manage all memories, skills, MCP servers, hooks, and configs across scopes Use when this capability is needed.
- tomevault-io Bundle Setup Aspire
Install the .NET Aspire CLI tool for MCP integration Use when this capability is needed.
- tomevault-io Bundle Microsoft Vscode Copilot Chat Agent Customization
Agent Customization
- tomevault-io Bundle Mixelpixx Google Research MCP Google Research MCP
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- tomevault-io Bundle Free LLM Apis
Guide users through obtaining and configuring free API keys for LLM providers. Use when the user wants to set up a free LLM API, get a free API key, connect to a free model provider, configure an OpenAI-compatible endpoint at no cost, or asks about free tiers for AI models. Triggers on "free API key", "free LLM", "set up Gemini/Groq/Mistral/etc.", "which free provider", "how to get an API key", "free model access", "configure LLM for free". Use when this capability is needed.
- tomevault-io Bundle Overview Exploration
This skill should be used when performing quick project overview exploration at the start of ultrawork sessions. Executes directly without agent spawn for fast codebase understanding. Use when this capability is needed.
- tomevault-io Bundle Mobiik Github Rules
Enforces Mobiik organization GitHub branch protection, contribution rules, and secrets leak prevention across all repositories. Compatible with any AI-powered editor or assistant (Cursor, VS Code, Windsurf, Claude Code, GitHub Copilot, etc.). Use this skill proactively whenever the AI agent detects git operations (commits, branch creation, push, PR preparation), repository setup, file creation involving environment variables or credentials, or when a developer asks about commit format, branch naming, email configuration, PR requirements, git hooks, or secrets protection. Also triggers when setting up a new repo, generating git hooks, or creating GitHub Actions workflows for rule enforcement. Applies to ALL Mobiik repositories and ALL branches. Use when this capability is needed.
- tomevault-io Bundle Call Web Search Agent
This skill provides specialized capabilities for call web search agent. Use when this capability is needed.
- tomevault-io Bundle Modbender Skill Library MCP Next Cache Components
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- tomevault-io Bundle Modbender Skill Library MCP Overstory Integration
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- tomevault-io Bundle Micro Skill Creator
Rapidly creates atomic, focused skills optimized with evidence-based prompting, specialist agents, and systematic testing. Each micro-skill does one thing exceptionally well using self-consistency, program-of-thought, and plan-and-solve patterns. Enhanced with agent-creator principles and functionality-audit validation. Perfect for building composable workflow components. Use when this capability is needed.
- tomevault-io Bundle Skill Creator Agent
Creates Claude Code skills where each skill is tied to a specialist agent optimized with evidence-based prompting techniques. Use this skill when users need to create reusable skills that leverage specialized agents for consistent high-quality performance. The skill ensures that each created skill spawns an appropriately crafted agent that communicates effectively with the parent Claude Code instance using best practices.
- tomevault-io Bundle Model Card Generation
Automate creation of model cards for AI system documentation. Use when this capability is needed.
- tomevault-io Bundle Create Read Model
Generates Read Model/Projection for PHP 8.4. Creates optimized query models for CQRS read side with projections and denormalization. Includes unit tests.
- tomevault-io Bundle Diagram Knowledge
Diagram knowledge base. Provides Mermaid syntax, C4 model, diagram types, and best practices for technical diagrams. Use when this capability is needed.
- tomevault-io Bundle Agent Temporary
AI Agentがタスクを実行するにあたり、利用しても良いTemporary領域を規定するSKILL。一時的なスクリプト、テンポラリファイル、計画ドキュメント、調査結果ドキュメント等を保存する場合、このSKILLにしたがって処理を行う。 Use when this capability is needed.
- tomevault-io Bundle Langgraph Implementation
Implements stateful agent graphs using LangGraph. Use when building graphs, adding nodes/edges, defining state schemas, implementing checkpointing, handling interrupts, or creating multi-agent systems with LangGraph. Use when this capability is needed.
- tomevault-io Bundle QA Validation Workflow
Full validation workflow for QA agent. Runs automated checks (type-check, lint, test, build) and code quality review with enforced checkpoints. Use when validating implementation after code review. Use when this capability is needed.
- tomevault-io Bundle Using Anthropic Platform
Claude SDK development with Messages API, Tool Use, Extended Thinking, streaming, and prompt caching Use when this capability is needed.
- tomevault-io Bundle Convex Quickstart
Initialize a new Convex backend from scratch with schema, auth, and basic CRUD operations. Use when starting a new project or adding Convex to an existing app. Use when this capability is needed.
- tomevault-io Bundle Nano Banana Pro Openrouter
Generate or edit images via OpenRouter with the Gemini 3 Pro Image model. Use for prompt-only image generation, image edits, and multi-image compositing; supports 1K/2K/4K output. Use when this capability is needed.
- tomevault-io Bundle Gleanwork Glean Agent Toolkit Glean Agent Toolkit
Glean Agent Toolkit — Tool Builder Guide
- tomevault-io Bundle Gologo13 Agent Skills Light Review Existing Diffs
Light Review Existing Diffs
- tomevault-io Bundle Roblox Game Development
Use this skill for any Roblox related tasks
- tomevault-io Bundle Grey Haven Tdd Orchestration
Master TDD orchestration with multi-agent coordination, strict red-green-refactor enforcement, automated test generation, coverage tracking, and >90% coverage quality gates. Supports Claude Teams for parallel TDD workflows with plan approval gates, or falls back to sequential subagent coordination. Coordinates tdd-python, tdd-typescript, and test-generator agents. Use when implementing features with TDD workflow, coordinating multiple TDD agents, enforcing test-first development, orchestrating TDD teams, or when user mentions 'TDD workflow', 'test-first', 'TDD orchestration', 'multi-agent TDD', 'test coverage', or 'red-green-refactor'. Use when this capability is needed.
- tomevault-io Bundle Repo B Agent Bridge Safety
Operate and secure the Continue Agent Bridge in <PRIVATE_REPO_B>. Use when configuring bridge modes, validating /api/agent endpoints, enforcing controlled-write safety gates, or diagnosing bridge availability and permission failures. Use when this capability is needed.
- tomevault-io Bundle Skill Cost Credit Governor
Govern per-skill credit and token spend with deterministic warn/throttle/disable actions. Use when usage spikes, agent chatter, or budget overruns must be detected and contained. Use when this capability is needed.
- tomevault-io Bundle Agent Meta Scaffolder
Use when working with a meta-skill for AI agents to self-scaffold, maintain, and discover new skills based on project context and industry standards (OpenAI/Anthropic).
- tomevault-io Bundle Helixdevelopment Helixagent Klingai Model Catalog
Klingai Model Catalog
- tomevault-io Bundle LLM Knowledge Base
Use when ingesting any raw file into the wiki. Covers what the AGENTS.md compile checklist steps actually mean, image handling, concept extraction rules, and when to apply which long-doc strategy.
- tomevault-io Bundle Hoangnguyen0403 Agent Skills Standard Nextjs I18N
Internationalization (i18n)
- tomevault-io Bundle API Designer Agent
Comprehensive API design agent that provides expert guidance on REST API design, OpenAPI specifications, versioning strategies, error handling patterns, authentication mechanisms, and API documentation. Use for designing new APIs, reviewing API contracts, implementing versioning, or establishing API standards. Use when this capability is needed.
- tomevault-io Bundle I3ringit Antigravity Cortex Agent Native Reviewer
Agent-Native Architecture Reviewer
- tomevault-io Bundle Iblai Router
Cost-optimizing model router for OpenClaw. Automatically routes each request to the cheapest capable Claude model (Haiku/Sonnet/Opus) using weighted scoring. Use when setting up smart model routing, reducing API costs, or configuring multi-tier LLM routing. Supports Anthropic models directly and OpenAI/Google models via OpenRouter. Use when this capability is needed.
- tomevault-io Bundle Phase Prep
Research Godot source code to prepare critical implementation notes for upcoming phases. Use before implementing phases to avoid debugging sessions and discover Godot quirks upfront. Use when this capability is needed.
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 bgm-creation-youtube-upload-agent, organize, setup-aspire. 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.