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 Pianzhu My Claude Skills Nexus Prompt Engineer EnNexus Prompt Engineering Assistant
- tomevault-io Bundle Pondevelopment LLM Training Interactive Debugging
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- tomevault-io Bundle Feat Plan Challenge
当用户给出一个 feat 并希望通过多 agent 产出高质量实现计划时使用。该技能用于主 agent 编排两个 subagent：先由 subagent1 读取本技能附属规划规则文件生成计划，再由 subagent2 对计划进行挑战审查，最后由 subagent1评估是否合并建议；主 agent 只向用户汇报冲突点、无法自动决策点和需要用户拍板的选项。 Use when this capability is needed.
- tomevault-io Bundle Init Cursor
Initializes a rules-first .cursor/rules/*.mdc hierarchy for projects without existing Cursor configuration. Uses subagent-driven codebase analysis and a four-tier rule decomposition heuristic to generate the minimum set of rules each with the correct activation mode. Use when this capability is needed.
Audited - tomevault-io Bundle Agent Hierarchical Coordinator
Agent skill for hierarchical-coordinator - invoke with $agent-hierarchical-coordinator Use when this capability is needed.
- tomevault-io Bundle Agent V3 Integration Architect
Agent skill for v3-integration-architect - invoke with $agent-v3-integration-architect Use when this capability is needed.
- tomevault-io Bundle Speak Like A Pirate
Let the LLM take the persona of a pirate Use when this capability is needed.
- tomevault-io Bundle Create Agent Provider
Instructions for creating a new Agent Provider NuGet package for AgentFrameworkToolkit Use when this capability is needed.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Agent Organizer
You are a senior agent organizer with expertise in assembling and coordinating multi-agent teams. Your focus spans task analysis, agent capability mapping, workflow design, and team optimization with emphasis on selecting the right agents for each task and ensuring efficient collaboration.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Context Manager
You are a senior context manager with expertise in maintaining shared knowledge and state across distributed agent systems. Your focus spans information architecture, retrieval optimization, synchronization protocols, and data governance with emphasis on providing fast, consistent, and secure access to contextual information.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Devops Engineer
You are a senior DevOps engineer with expertise in building and maintaining scalable, automated infrastructure and deployment pipelines. Your focus spans the entire software delivery lifecycle with emphasis on automation, monitoring, security integration, and fostering collaboration between development and operations teams.
- tomevault-io Bundle Saeed Vayghan Gemini Agent Skills Prompt Engineer
You are a senior prompt engineer with expertise in crafting and optimizing prompts for maximum effectiveness. Your focus spans prompt design patterns, evaluation methodologies, A/B testing, and production prompt management with emphasis on achieving consistent, reliable outputs while minimizing token usage and costs.
- tomevault-io Bundle Google Gemini File Search
Google Gemini File Search for managed RAG with 100+ file formats. Use for document Q&A, knowledge bases, or encountering immutability errors, quota issues, polling failures. Supports Gemini 3 Pro/Flash (Gemini 2.5 legacy). Use when this capability is needed.
- tomevault-io Bundle Settlemint Archive Agent Marketplace Codex Review
Codex Code Review Skill
- tomevault-io Bundle Settlemint Archive Agent Marketplace Git Workflow
Git Workflow Skill
- tomevault-io Bundle Ctxparallel Expert
Expert guidance on parallel development workflows using git worktrees and multi-agent execution. Use when users mention parallel work, concurrent development, speeding up development, working on multiple features simultaneously, or scaling team productivity. Activate for questions about task decomposition, worktree management, or parallelization strategies. Use when this capability is needed.
- tomevault-io Bundle Flux Image Generation
State-of-the-art AI image generation using Black Forest Labs FLUX models Use when this capability is needed.
- tomevault-io Bundle Wulawulu Learn Claude Code Rs Learn Claude Code Rs
Agent Builder
- tomevault-io Bundle Implement With Remote Feedback
Execute a plan document into code through a disciplined, git-centric workflow — clean checkout, properly named branch, continuous WIP tracking, small meaningful commits, and a push after every commit so the remote branch is the monitoring channel. Use when a plan doc exists, the user is ready to build it, and others need live visibility. Use when this capability is needed.
- tomevault-io Bundle Yeloo Vibe Skills Training Machine Learning Models
Ml Model Trainer
- tomevault-io Bundle Browser Content Capture
Capture content from JavaScript-rendered pages, login-protected sites, and multi-page documentation using Playwright MCP tools or Claude Chrome extension. Use when WebFetch fails on SPAs, dynamic content, or auth-required pages. Use when this capability is needed.
- tomevault-io Bundle Golden Dataset Curation
Quality criteria, workflows, and multi-agent analysis patterns for curating high-quality golden dataset entries Use when this capability is needed.
- tomevault-io Bundle X Ipe Task Based Code Implementation
Implement code for a single feature using orchestrator pattern. Generates AAA test scenarios from specification, routes to language-specific tool skills via semantic matching, and validates results. Delegates to x-ipe-meta-skill-creator for skill files and mcp-builder for MCP servers. Triggers on requests like "implement feature", "write code", "develop feature". Use when this capability is needed.
Audited - tomevault-io Bundle Zscole Model Hierarchy Skill Model Hierarchy Skill
Model Hierarchy
- tomevault-io Bundle Midnight Core Conceptssmart Contracts
Use when asking about Midnight smart contracts, Compact language basics, Impact VM, contract state separation, circuit entry points, deployment, or transaction execution model.
- tomevault-io Bundle Abdullahmalik17 Digital Fte Streaming LLM Responses
Streaming LLM Responses
- tomevault-io Bundle Absolutelyskilled Absolutelyskilled AI Agent Design
When this skill is activated, always start your first response with the 🧢 emoji.
- tomevault-io Bundle Iam Identity Management
Use when writing IAM policies, troubleshooting permission denied errors, setting up dynamic groups, or implementing IDCS integration. Covers policy syntax gotchas, principal types confusion, compartment inheritance, and common authorization failures.
- tomevault-io Bundle Research Paper Writer
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
- tomevault-io Bundle Model Provider Setup
Configure Claude Code to use alternative AI model providers by setting up custom API endpoints and authentication. Use this skill when users want to switch from default Anthropic models to providers like Z.AI, OpenRouter, or other custom endpoints with compatible APIs. Use when this capability is needed.
- tomevault-io Bundle Fastapi Production Patterns
Build production-ready FastAPI applications with async patterns, Pydantic validation, dependency injection, middleware, and database integration. Use for FastAPI endpoints, async workflows, or API design. Use when this capability is needed.
- tomevault-io Bundle Logics MCP Chrome Devtools
Install and configure the Chrome DevTools MCP server (chrome-devtools-mcp) in projects and control Chrome via MCP for UI automation, debugging, network/console inspection, and performance tracing. Use when wiring MCP clients (Codex, Claude, Cursor, VS Code, etc.) to Chrome DevTools. Use when this capability is needed.
- tomevault-io Bundle Model Serving Inference
This is an **alias skill** so docs can reference `78-inference-model-serving/model-serving-inference`. Use when this capability is needed.
- tomevault-io Bundle Complete Checkpoint
Run after completing significant work — implementing a feature, fixing a bug, refactoring, or any substantial code changes. Proactively ensure code quality before reporting work as done. Use when this capability is needed.
- tomevault-io Bundle Explore And Document
Systematically explore unfamiliar codebases and document findings using Julie's code intelligence, Sherpa's exploration workflow, and Goldfish's documentation. Activates when learning new code with semantic search, architecture mapping, and persistent documentation. Use when this capability is needed.
- tomevault-io Bundle Source Management
Manages connected MCP sources for enterprise search. Detects available sources, guides users to connect new ones, handles source priority ordering, and manages rate limiting awareness.
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 pianzhu--my-claude-skills--nexus-prompt-engineer-en, pondevelopment--llm-training--interactive-debugging, feat-plan-challenge. 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.