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 Fastapi StripeFastapi_Stripe Use when this capability is needed.
- tomevault-io Bundle IOS Agent Iosagent Dev Proximity Reader
ProximityReader iOS Development Skill
- tomevault-io Bundle Mexico Market
Mexico-specific product and payments knowledge for marketplaces. Use when building payment flows, pricing pages, or user experiences for Mexican users. Covers SPEI bank transfers, OXXO cash payments, WhatsApp communication patterns, pricing psychology for Mexico, and cultural UX considerations. Triggers on 'Mexico payments', 'SPEI', 'OXXO', 'Mexican market', 'WhatsApp Mexico', or 'pesos pricing'. Use when this capability is needed.
- tomevault-io Bundle Project Standardization
Guides correct usage of @j0kz/mcp-agents standardization and automation scripts including version.json single source of truth, test count automation, URL casing rules, and critical workflow pattern... Use when this capability is needed.
- tomevault-io Bundle Testing Patterns Vitest
Vitest testing conventions and patterns for @j0kz/mcp-agents including test organization, naming, assertion patterns, mocking strategies, and coverage targets (75%). Use when writing tests, organiz... Use when this capability is needed.
- tomevault-io Bundle Jackspace Claudeskillz Claude Agent Sdk
Claude Agent SDK
- tomevault-io Bundle Ml Strategy
Machine-learning predictive strategy based on sklearn walk-forward training, feature engineering, and signal generation. Suitable for any OHLCV data. Use when this capability is needed.
- tomevault-io Bundle Code Review Graph
Token-efficient code review using Tree-sitter AST graphs and MCP. Reduces Use when this capability is needed.
- tomevault-io Bundle Agent Zero Planning
Complex task planning and breakdown using Agent Zero Use when this capability is needed.
- tomevault-io Bundle Agent Zero Deep Research
Multi-source deep research using Agent Zero's autonomous browsing Use when this capability is needed.
- tomevault-io Bundle Beads Workflow
Converts markdown plans into beads (tasks with dependencies) and polishes them until implementation-ready. The bridge between planning and agent team execution. Use when converting a plan to beads, polishing bead descriptions, adding test coverage beads, reviewing bead dependencies, or preparing tasks for parallel agent team execution.
- tomevault-io Bundle Jignesh Ponamwar Skills MCP GRAPHQL API
GraphQL API Skill
- tomevault-io Bundle Code Agent Meta Patterns
Code agent workflow optimization including CLAUDE.md design and hooks configuration. Use when optimizing Claude Code workflows, designing CLAUDE.md files, or configuring hooks. Do NOT use for skill creation or editing workflow (use writing-skills). Use when this capability is needed.
- tomevault-io Bundle Lyra
Transform vague inputs into precision-optimized AI prompts for Claude, ChatGPT, Gemini, or other LLMs. Use when user mentions "optimize prompt", "improve prompt", "lyra", "prompt engineering", or needs help crafting effective AI prompts. Use when this capability is needed.
- tomevault-io Bundle Johnson7788 Multiuserclaw Multiuserclaw
Authoring Hermes-Agent Skills (in-repo)
- tomevault-io Bundle Pre Pr Scan
Pre-PR compliance and security scan. Checks diff against CLAUDE.md guidelines and security best practices before creating a pull request. Use when this capability is needed.
- tomevault-io Bundle Deepagents
LangChain Deep Agents framework for building autonomous coding agents. Use for agent harness, backends, subagents, human-in-the-loop, long-term memory, middleware, and CLI-based agent development. Use when this capability is needed.
- tomevault-io Bundle Lowyshin Giip Dev Agent Phase 8 Review
Phase 8: Architecture/Convention Review
- tomevault-io Bundle Sync Agent Guidance
Adapt and merge reusable repository agent guidance into another project. Use when Codex needs to inspect a target project, create a project-specific AGENTS.md, merge mapped language guidance into existing agent instructions, or update guidance while preserving local rules and project conventions. Use when this capability is needed.
- tomevault-io Bundle Macos Calendar
Create, list, and manage macOS Calendar events via AppleScript. Use when the user asks to add a reminder, schedule an event, create a calendar entry, set a deadline, or anything involving Apple Calendar on macOS. Triggers on requests like "remind me in 3 days", "add to my calendar", "schedule a meeting next Monday at 2pm", "create a recurring weekly event". macOS only. Use when this capability is needed.
- tomevault-io Bundle Plan Fix
Investigates bugs AND creates actionable TDD fix plans. Creates Linear issues in Todo state. Use when you know you want to fix something - user reports extraction errors, deployment failures, wrong data, missing matches, or prompt issues. Can be chained from investigate skill. Discovers MCPs from CLAUDE.md for debugging (logs, files, prompts). Use when this capability is needed.
- tomevault-io Bundle Flutter Caching
Implements caching strategies for Flutter apps to improve performance and offline support. Use when retaining app data locally to reduce network requests or speed up startup. Use when this capability is needed.
- tomevault-io Bundle Codex MCP Verify
Codex MCP server 통합 — Claude Code 본 세션 안 에서 Codex (ChatGPT Plus subscription quota) 를 second-opinion verifier 로 활용. cross-LLM verification + GAP audit + code review 의 외부 perspective. Use when this capability is needed.
- tomevault-io Bundle Resonance Automation
Tooling Engineer Specialist. Builds new tools, MCP servers, and agent capabilities. Use when this capability is needed.
- tomevault-io Bundle Add Agent Tool
Step-by-step guide for adding a new tool to the Ollama Copilot agent. Use when asked to create, register, or implement a new agent tool, or when adding capabilities to the autonomous coding agent. Use when this capability is needed.
- tomevault-io Bundle Shopping Browser Automation
This skill provides tools and techniques for e-commerce website automation. Includes advanced search, product comparison, cart management, checkout process and other common shopping scenarios. Suitable for tasks requiring complex operations on e-commerce websites. Use when this capability is needed.
- tomevault-io Bundle Mauromedda Agent Toolkit Gemini Review
ABOUTME: Skill for invoking Gemini CLI for design reviews and code analysis
- tomevault-io Bundle Mauromedda Agent Toolkit Improve Skill
ABOUTME: Skill for analyzing Claude Code sessions to improve or create skills
- tomevault-io Bundle Mauromedda Agent Toolkit Skill Creator
ABOUTME: Skill for creating well-structured Claude Code skills
- tomevault-io Bundle Melsaeed276 Flutter Agent Skills State
Skill: State Management (Shared, Riverpod, BLoC)
- tomevault-io Bundle Michaelboeding Skills Copywriter Agent
Copywriter Agent
- tomevault-io Bundle Michaelleehobbs Chronicler Deep Review
Deep Code Review — Multi-Agent Analysis
- tomevault-io Bundle Agent Sessions Layout
Agents workbench layout — covers the fixed layout structure, grid configuration, part visibility, editor modal, titlebar, sidebar footer, and implementation requirements. Use when implementing features or fixing issues in the Agents workbench layout. Use when this capability is needed.
- tomevault-io Bundle Pr Demo
Use when creating animated demos (GIFs) for pull requests or documentation. Covers terminal recording with asciinema and conversion to GIF/SVG for GitHub embedding.
- tomevault-io Bundle Deep Learning Pytorch
Expert guidance for deep learning, transformers, diffusion models, and LLM development with PyTorch, Transformers, Diffusers, and Gradio. Use when this capability is needed.
- tomevault-io Bundle Langchain Development
Expert guidance for LangChain and LangGraph development with Python, covering chain composition, agents, memory, and RAG implementations. 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 fastapi-stripe, ios-agent--iosagent-dev--proximity-reader, mexico-market. 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.