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.
-
tomevault-io Bundle Creating Agent SkillCreate and review Agent Skills that follow the open Agent Skills specification and best practices. Use when a user asks to create a new skill, build skill instructions, generate a SKILL.md file, review an existing skill for compliance, or improve skill quality. Covers skill structure, naming conventions, progressive disclosure, writing effective descriptions, creating actions and standards, and validation. Use when this capability is needed.
- tomevault-io Bundle Hybrid Search Implementation
Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall. Use when this capability is needed.
- tomevault-io Bundle Parallel Feature Development
Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation. Use this skill when decomposing a large feature into independent work streams, when two or more agents need to implement different layers of the same system simultaneously, when establishing file ownership to prevent merge conflicts in a shared codebase, when designing interface contracts so parallel implementers can build against each other's APIs before they are ready, or when deciding whether to use vertical slices versus horizontal layers for a full-stack feature. Use when this capability is needed.
- tomevault-io Bundle Task Coordination Strategies
Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when breaking down work for agent teams, managing task dependencies, or monitoring team progress. Use when this capability is needed.
- tomevault-io Bundle Team Communication Protocols
Structured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid. Use this skill when establishing communication norms for a newly spawned team, when deciding whether to send a direct message or a broadcast, when a team-lead needs to review and approve an implementer's plan before work begins, when orchestrating a graceful team shutdown after all tasks are complete, or when debugging why teammates are not coordinating correctly at integration points. Use when this capability is needed.
- tomevault-io Bundle Grepai MCP Claude
Integrate GrepAI with Claude Code via MCP. Use this skill to enable semantic code search in Claude Code. Use when this capability is needed.
- tomevault-io Bundle Grepai MCP Cursor
Integrate GrepAI with Cursor IDE via MCP. Use this skill to enable semantic code search in Cursor. Use when this capability is needed.
- tomevault-io Bundle Yohey W Multi Agent Shogun Shogun Model List
---
- tomevault-io Bundle Pr Review Merge
PR 审查、测试、修复、合并全流程。从创建集成分支到最终通过 GitHub Squash Merge 合并。使用场景：审查 PR 代码、运行 GUT 测试、修复问题、合并提交。 Use when this capability is needed.
- tomevault-io Bundle Usage Query Skill
Run the usage query script to retrieve account usage information for GLM Coding Plan. Only use when invoked by usage-query-agent. Use when this capability is needed.
- tomevault-io Bundle Machine Learning Engineer
Expert ML engineer specializing in production model deployment, serving infrastructure, and scalable ML systems. Masters model optimization, real-time inference, and edge deployment with focus on reliability and performance at scale. Use when this capability is needed.
- tomevault-io Bundle Multi Agent Programmer
Use this skill when implementing complex programming tasks that benefit from multi-agent collaboration. This skill coordinates a Master LLM (orchestrator) with specialized agents (Requirements Agent, Code Agent, Review Agent) to deliver high-quality software through a structured development workflow.
- tomevault-io Bundle Pi Mainnet Requirements
Pi Network mainnet listing requirements and compliance rules. Use when checking if the app meets Pi ecosystem standards, preparing for mainnet submission, or reviewing compliance. Use when this capability is needed.
- tomevault-io Bundle Abdullahmalik17 Digital Fte Managing Calendar
Google Calendar MCP Skill
- tomevault-io Bundle Prompt Authoring
Guidance for creating effective prompts, chains, and gates using CAGEERF methodology Use when this capability is needed.
- tomevault-io Bundle Brave Web Search
search the web using Brave Search API with a query as argument. Use this skill when the user asks to search for information on the web. Use when this capability is needed.
- tomevault-io Bundle Mandatory Tdd
Enforces Test-Driven Development (TDD) with BDD-style tests and mandatory test execution. Use when (1) Writing any new code or feature, (2) Fixing bugs, (3) Refactoring existing code, (4) Creating pull requests, (5) Closing issues. CRITICAL RULE - Tests MUST be actually executed with proof of passing status and coverage >= 80% before ANY commit, PR, or issue closure. Use when this capability is needed.
- tomevault-io Bundle Akiojin Unity MCP Server Unity Csharp Editing
Unity C# Script Editing
- tomevault-io Bundle Context Engineering Collection
Use when working with a comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, or debugging agent systems that require effective context management.
- tomevault-io Bundle Typescript Detector
Detects TypeScript configuration and available compilation commands in a repository. Returns structured JSON output designed for consumption by the quality-gates-compilation agent. Checks for tsconfig.json, extracts compile commands from package.json, Makefile, and CLAUDE.md, and provides command sources for the agent to read directly. Use when this capability is needed.
- tomevault-io Bundle Pencil UI Design
使用 Pencil MCP 创建工业级 UI 设计的完整工作流和组件库 Use when this capability is needed.
- tomevault-io Bundle Agentic AI
GOLD STANDARD for building autonomous AI agents in 2026. Multi-agent frameworks, MCP, memory systems, self-improvement, and dharmic security. This skill IS a Darwin-Gödel artifact. Use when this capability is needed.
- tomevault-io Bundle Itsdevcoffee Devcoffee Agent Skills Eas CLI
EAS CLI Skill
- tomevault-io Bundle Maximus
Use when reviewing code quality, running code analysis, or performing autonomous review-fix cycles. Triggers on "review my code", "check code quality", "run maximus", "analyze code", or "/maximus". Supports review-only mode (default) and autonomous fix mode (--yolo).
- tomevault-io Bundle Modular Refactoring Pattern
Guides systematic file refactoring following @j0kz/mcp-agents modular architecture pattern to maintain files under 300 LOC through constants/, helpers/, utils/ extraction with proven results from 2... Use when this capability is needed.
- tomevault-io Bundle Release Publishing Workflow
Complete release workflow including version updates, CHANGELOG management, npm publishing, git tagging, and deployment verification. Use when releasing new versions or publishing packages. Use when this capability is needed.
- tomevault-io Bundle J4flmao Agent Skills Blockchain Application
Blockchain Application
- tomevault-io Bundle Creating Agent Skills
Create new Agent Skills for VS Code using the open standard format. Covers skill structure, YAML frontmatter, content organization, examples, and resources. Enables building reusable capabilities that work across multiple AI agents. Use when this capability is needed.
- tomevault-io Bundle Jau123 Meigen AI Design MCP Visual Creative
MeiGen Visual Creative Expert
- tomevault-io Bundle Tm Tests
Generate security test cases from the threat model. Creates test scenarios for each threat and control verification tests. Use when creating security tests, generating penetration test cases, building security regression tests, or validating threat mitigations. Use when this capability is needed.
- tomevault-io Bundle Agent Behavior Constraints
This skill should be used when handling agent model selection, tool access permissions, behavioral guardrails, MCP tool preferences, or any question about what agents can/cannot do. Use when this capability is needed.
- tomevault-io Bundle Parallel Task Format
Compact YAML format for defining parallel task specifications with scope, boundaries, and agent assignments. Use when creating task files for parallel development. Use when this capability is needed.
- tomevault-io Bundle Architecture Interview
Use this skill to analyze architecture alternatives through a structured interview that produces an ADR-style decision record when the user is choosing between system design options and wants tradeoffs surfaced before implementation.
- tomevault-io Bundle Decide Build Primitive
Use this skill to analyze whether a capability should become a Skill, Custom Prompt, or Agent automation when the user is packaging or automating a workflow and the right Codex primitive is not yet clear.
- tomevault-io Bundle Security Ownership Map
Use this skill to analyze security ownership in a git repository by linking people, files, bus factor, and sensitive-code risk when the user explicitly wants security-focused ownership analysis from git history.
- tomevault-io Bundle Jwilger Agent Skills Architecture Decisions
Architecture Decisions
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 creating-agent-skill, hybrid-search-implementation, parallel-feature-development. 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.