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 Zod Schema ValidationBest practices for Zod schema validation and type inference in TypeScript applications. Use when this capability is needed.
- tomevault-io Bundle Modbender Skill Library MCP Agent Mbti
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- tomevault-io Bundle Modbender Skill Library MCP Ralph Loop
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- tomevault-io Bundle Marp Authoring
Use when you need Marp/Marpit Markdown authoring rules, directives, layouts, or theme guidance and want the minimal reading path for slide writing.
- tomevault-io Bundle Python Logging
Use when choosing or configuring Python logging, especially deciding between stdlib logging and loguru for apps or CLIs.
- tomevault-io Bundle Wp Spec To Goal
Convert a WordPress plugin or feature idea (even a vague one) into a Codex /goal-ready bundle — GOAL.md, VERIFY.md, PROGRESS.md inside goals/<slug>/ — with wp-env + playwright-cli + wp-eval verification baked in. Asks clarifying questions in focused batches (each with options + recommendation + reasoning), reaches 95% confidence, optionally scaffolds a missing plugin folder + .wp-env.json + package.json + AGENTS.md, and emits a tailored /goal command. For new WP plugin or feature work, not bug fixes or non-WordPress projects. Use when this capability is needed.
- tomevault-io Bundle Config Codex
Configure a public-safe Codex home setup for a developer machine, including global AGENTS.md policy, config.toml features and MCP servers, hooks, task-state layout, custom read-only agents, and validation. Use when a user wants Codex configured similarly to this repo's global context-management workflow without copying personal paths or secrets. Use when this capability is needed.
- tomevault-io Bundle Mcts Expand
Execute the EXPANSION phase of MCTS to generate new child nodes using LLM as world model Use when this capability is needed.
- tomevault-io Bundle Nholder88 AI Agent Workflows Impl Java
Java Implementation
- tomevault-io Bundle Nholder88 AI Agent Workflows Impl Rust
Rust Implementation
- tomevault-io Bundle Swift Design Brief
Generate a Design Brief for Apple platform apps (iOS, iPadOS, macOS, watchOS) that serves as a long-lived, authoritative reference document for LLM-driven design decisions. Use when the user asks to "create a design brief", "define the design direction", "write a design brief for my app", or needs a stable reference that prevents design drift across multiple LLM sessions. The output is structured so another LLM can reliably parse and apply it. Assumes SwiftUI as the primary UI framework and Apple HIG as the baseline. Use when this capability is needed.
- tomevault-io Bundle Add Adapter
Add a new tool adapter to agentsync — scaffolds internal/tools/<tool>.go, registers it, extends adopt.go for reverse mapping, adds a roundtrip scenario, and updates README compatibility tables. Use when implementing one of the tools listed in TODO.md (Windsurf, Continue.dev, Cline, Roo Code, Copilot, Junie, Crush, Goose, Amazon Q, Kilo Code, Aider, Cody) or any new AI tool. Use when this capability is needed.
- tomevault-io Bundle Warm Feature Flow
Warm the agent, reset git to a clean base branch, then work and create a draft PR. Use when this capability is needed.
- tomevault-io Bundle Sec Amendments Review
Review amendments to SEC filings using Octagon MCP. Use when tracking material changes, corrections, restatements, and updates to previously filed documents including 10-K/A, 10-Q/A, 8-K/A, S-1/A, and Form 144/A filings. Use when this capability is needed.
- tomevault-io Bundle Ohnotnow Agent Issue Tracker Ait Recap
AIT Recap
- tomevault-io Bundle Intervals Time Entry
Fill Intervals Online time entries from daily notes with GitHub and Outlook calendar correlation. Use when asked to fill time entries, timesheets, or submit hours to Intervals. Requires chrome-devtools MCP with browser open to Intervals. Use when this capability is needed.
- tomevault-io Bundle Omega Memory
Persistent memory for AI coding agents. Teaches agents how to use OMEGA's MCP tools for storing decisions, querying context, coordinating multi-agent workflows, and resuming tasks across sessions. Use when this capability is needed.
- tomevault-io Bundle Mikeparcewski Wicked Garden Multi Model
Multi-Model Collaboration Skill
- tomevault-io Bundle Mjrtl Pm Agent Skills Product Documents
Product Documents
- tomevault-io Bundle Modbender Skill Library MCP Django Claw
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- tomevault-io Bundle Django Tool
This project eliminates the time wasted on creating virtual Use when this capability is needed.
- tomevault-io Bundle Modbender Skill Library MCP I18N Nextjs
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- tomevault-io Bundle Modbender Skill Library MCP Pokemon Red
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- tomevault-io Bundle Modbender Skill Library MCP X Algorithm
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- tomevault-io Bundle Modu AI Moai Adk Moai Workflow Thinking
Sequential Thinking MCP (--deepthink)
- tomevault-io Bundle Query Project Info
Project metadata extraction skill for Revit Snapshots. Retrieves global model attributes (Name, Number, Client, Address) and model inventory (Levels, Sheets, Links). Use when this capability is needed.
- tomevault-io Bundle Backend Standards
Detailed backend patterns and code examples for server implementation. Use when you need step-by-step guidance or concrete code patterns beyond what the auto-loaded backend rules provide. Use when this capability is needed.
- tomevault-io Bundle Narevai Skills Narev Update LLM Pricing
Update LLM pricing in the local repo
- tomevault-io Bundle Mermaid Creator
Use when creating or converting Mermaid diagrams (for example flowcharts, sequence diagrams, ER diagrams, and Gantt charts), including exporting to SVG for docs or slides.
- tomevault-io Bundle CLI Spec To Goal
Convert a Node.js CLI tool specification (even a vague one) into a Codex /goal-ready bundle — GOAL.md, VERIFY.md, PROGRESS.md inside goals/<slug>/ — with AI-agent-friendly patterns (--json, stdout/stderr separation, exit codes, structured errors, TTY detection, --dry-run) baked into every goal. Asks clarifying questions in focused batches (each with options + recommendation + reasoning), reaches 95% confidence, optionally scaffolds a missing CLI project (bin/, src/, package.json, AGENTS.md, CLAUDE.md behavioral snippet), and emits a tailored /goal command. Handles both new CLIs and adding commands to existing ones. Supports JavaScript (default) and TypeScript, commander.js, Vitest, conditional SQLite and cosmiconfig. For Node.js CLI tools, not web apps, servers, or non-Node projects. Use when this capability is needed.
- tomevault-io Bundle Nathanvale Side Quest Plugins MCP Guide
Claude Code MCP Guide -- Knowledge Bank
- tomevault-io Bundle Neverinfamous Memory Journal MCP Golang
Golang Engineering Standards
- tomevault-io Bundle Local RAG Search
Efficiently perform web searches using the mcp-local-rag server with semantic similarity ranking. Use this skill when you need to search the web for current information, research topics across multiple sources, or gather context from the internet without using external APIs. This skill teaches effective use of RAG-based web search with DuckDuckGo, Google, and multi-engine deep research capabilities. Use when this capability is needed.
- tomevault-io Bundle Jsreverser MCP Playbook
在使用 MCP 做前端 JavaScript 逆向时使用，适用于签名链路定位、页面观察取证、本地补环境复现、VMP 类插桩分析、AST 去混淆与证据化输出。 Use when this capability is needed.
- tomevault-io Bundle Agent Management
Use when managing individual agents - creating, updating, deleting, listing, or describing
- tomevault-io Bundle Nspady Google Calendar MCP MCP Research
MCP Implementation Research
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 zod-schema-validation, modbender--skill-library-mcp--agent-mbti, modbender--skill-library-mcp--ralph-loop. 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.