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 Docs Match CodeSchema, signature, env-var, and config snippets in CLAUDE.md, .github/copilot-instructions.md, README.md and SKILL.md files must match the real code. Verify against migrations, models, config files, and Artisan signatures before merging. Trigger when editing any documentation file that quotes column names, env vars, command flags, route paths, or config keys; or when changing a migration / model / command / config / route in a way that any of those docs reference. Use when this capability is needed.
- tomevault-io Bundle Skill Reviewer
Rigorously review, validate, and lint Agent Skills SKILL.md files (GitHub Copilot, Claude, Gemini CLI, Cursor, Codex, and any Agent Skills-compatible agent). Use when auditing, reviewing, checking, validating, debugging, fixing, or improving agent skills. Checks frontmatter, description quality, progressive loading, body structure, anti-patterns, and discoverability. Use when this capability is needed.
- tomevault-io Bundle Lowyshin Giip Dev Agent Bkit Rules
bkit Core Rules
- tomevault-io Bundle Lowyshin Giip Dev Agent Enterprise
Advanced (Enterprise) Skill
- tomevault-io Bundle YAML Agent Format
YAML format for Claude Code agent definitions as alternative to markdown. Use when creating agents with YAML, converting markdown agents to YAML, or validating YAML agent schemas. Use when this capability is needed.
- tomevault-io Bundle Auto Optimize
Automate analysis, evaluation, design and optimization of target projects. Integrate VibeGuard as a baseline scan, the remediation process adheres to VibeGuard specifications, and a compliance check is run at the end. Support auto-run-agent autonomous execution. Use when this capability is needed.
- tomevault-io Bundle Mspm0 Ccs
Tool-neutral CLI agent rules for TI MSPM0 development with Code Composer Studio, Keil/uVision, CMake/GCC/OpenOCD, SysConfig, and DriverLib. Use when an agent needs to inspect or modify MSPM0 projects, edit .syscfg configuration, avoid generated SysConfig/build files, use DriverLib APIs, validate SysConfig output, package reusable MSPM0 examples, or work on NUEDC-style MSPM0 embedded firmware. Use when this capability is needed.
- tomevault-io Bundle Setup Mekara MCP
Set up mekara MCP server and hook integration with Claude Code and OpenCode for the current project. Use when this capability is needed.
- tomevault-io Bundle Gemini Image Generator
Generate images using Google Gemini with customizable options Use when this capability is needed.
- tomevault-io Bundle Modbender Skill Library MCP Django
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- tomevault-io Bundle Pavlok
Send a Pavlok stimulus via the Pavlok API using scripts/pavlok.py. Use when you need to trigger vibe/beep/zap with a numeric value in this repo and print the API response. Use when this capability is needed.
- tomevault-io Bundle Rust E2e AI Agent
End-to-end Rust development workflow for AI coding agents in this workspace. Use when this capability is needed.
- tomevault-io Bundle Mthines Agent Skills Documentation
Documentation
- tomevault-io Bundle Moltbook Posting
When the user wants to interact with Moltbook (AI agent social network) → post, browse, comment, vote, search via shell curl. Use when this capability is needed.
- tomevault-io Bundle Voltagent Development
Create and configure VoltAgent AI agents with tools, memory, hooks, and sub-agents. Use when building AI agents, adding agent tools, configuring VoltAgent memory, creating multi-agent workflows, or debugging VoltAgent integrations. Use when this capability is needed.
- tomevault-io Bundle Crossoverjie Skills Agent Notifier
Agent Notifier Skill
- tomevault-io Bundle Cui Java Core
Core Java development standards for CUI projects including coding patterns, null safety, Lombok, modern features, and logging Use when this capability is needed.
- tomevault-io Bundle Maceff Agent Backup
USE when preparing to backup agent consciousness, planning consciousness transplant to new system, or restoring from backup archive. Extracts policy guidance for strategic backup triggers, cross-OS migration, virgin system restore, and safety protocols.
- tomevault-io Bundle Swiftui Liquid Glass
Implement, review, or improve SwiftUI features using the iOS 26+ Liquid Glass API. Use when asked to adopt Liquid Glass in new SwiftUI UI, refactor an existing feature to Liquid Glass, or review Liquid Glass usage for correctness, performance, and design alignment. Use when this capability is needed.
- tomevault-io Bundle DB Migration
Implements and validates DeadTrees database schema changes through MCP-first local workflow. Use when the user asks for database migrations, schema updates, Supabase diffs, local DB changes, migration validation, or exporting migration files. Use when this capability is needed.
- tomevault-io Bundle Video Subtitle Cutter
Transcribe video, analyze subtitles with AI, and cut video by removing filler words, pauses, and mistakes Use when this capability is needed.
- tomevault-io Bundle Vercel Dns
Manage DNS records for domains hosted on Vercel using the Vercel CLI Use when this capability is needed.
- tomevault-io Bundle Git Hooks Integration
Use when working with the agent implements Git hooks that integrate with the workflow config system, automating pre-commit checks, commit message validation, pre-push tests, and post-merge actions.
- tomevault-io Bundle Model Development
Model development practices including model selection, training pipelines, hyperparameter tuning, evaluation, and model selection strategies. Use when this capability is needed.
- tomevault-io Bundle Robust AI
Building robust AI systems including model monitoring, drift detection, reliability engineering, and failure handling for production ML. Use when this capability is needed.
- tomevault-io Bundle Dovelx Init
初始化当前工作区项目：扫描仓库结构与关键清单文件，生成根目录 PROJECT.md 作为项目画像与快速导航；并可选配置 Cursor Rules（.cursor/rules）与 Hooks，使每次打开项目时 Agent 优先依据 PROJECT.md 分析。当用户说 /dovelx-init、"初始化项目"、"生成 PROJECT.md"、"项目画像" 时激活。 Use when this capability is needed.
- tomevault-io Bundle Dremio Setup
Set up the Dremio MCP server for Claude Code Use when this capability is needed.
- tomevault-io Bundle Formal Spec
Use when writing formal specifications in TLA+ to verify system properties, defining state variables, configuring TLC model checker, and documenting assumptions and limitations. Covers safety and liveness properties for protocols and concurrent systems. Do not use for security claim enumeration without specification intent (use invariant-analysis).
- tomevault-io Bundle Duc01226 Easyplatform Custom Agent
Quick Summary
- tomevault-io Bundle Codex Delegation
How to delegate implementation tasks to workers via Codex MCP or Task sub-agents. Use when executing tasks that require code implementation. Use when this capability is needed.
- tomevault-io Bundle Debug Surefire
Debug Maven Surefire unit tests by running them in JDWP "wait for debugger" mode (`-Dmaven.surefire.debug`) and attaching to the forked test JVM using **jdb** (preferred for CLI/agent debugging), IntelliJ, or VS Code. Use when asked to debug/step through a failing JUnit test, attach a debugger to a Maven test run, or run `mvn test -Dtest=Class[#method]` suspended on a port (including multi-module `-pl` runs). The JVM will block at startup until a debugger attaches; the agent should attach with `jdb -attach <host>:<port>` and drive the session from the terminal. Use when this capability is needed.
- tomevault-io Bundle Ejirocodes Agent Skills Exa Search
Exa Search Integration
- tomevault-io Bundle Python Style
Python code style guidelines for HestAI MCP including type hints, imports, error handling, and docstrings Use when this capability is needed.
- tomevault-io Bundle The Keymaker
Use when the user wants to create a new agent skill, capture a repeatable workflow as a skill, edit or improve an existing skill, debug why a skill isn't triggering, validate a SKILL.md, or learn how skills work. Triggers on phrases like "create a skill", "write a SKILL.md", "turn this into a skill", "my skill isn't loading", "validate this skill", or when the user describes a multi-step workflow they want to package for agents. Applies to any framework that supports the Agent Skills format (OpenCode, Claude Code, Codex, Gemini CLI, etc.).
- tomevault-io Bundle Ti Add Comments
Add ti-doc and ti-for-llm comments to mruby code for ti type checker integration Use when this capability is needed.
- tomevault-io Bundle Erich3000 Ji Agent Skills Hugo New
Hugo New Content via Archetypes
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 docs-match-code, skill-reviewer, lowyshin--giip-dev-agent--bkit-rules. 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.