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 Mlops PracticesML model deployment, monitoring, versioning, and production pipelines. Use when this capability is needed.
- tomevault-io Bundle Axiom Swiftdata
Use when working with SwiftData - @Model definitions, @Query in SwiftUI, @Relationship macros, ModelContext patterns, CloudKit integration, iOS 26+ features, and Swift 6 concurrency with @MainActor — Apple's native persistence framework
- tomevault-io Bundle Standup Coordination
Protocol for reading and writing progress markers in standup.md for multi-agent coordination Use when this capability is needed.
- tomevault-io Bundle Chicagohai Openaireview Openaireview
Review the academic paper provided in the user's message using a multi-agent architecture for comprehensive section-level coverage. Follow every step below in order.
- tomevault-io Bundle Hook Templates
Comprehensive Claude Code hook patterns for automation, state management, and external integration. Use when implementing hooks for validation, workflow gates, MCP integration, or state machines. Use when this capability is needed.
- tomevault-io Bundle Citedy Skills Code Review Agent Team
Multi-Agent Parallel Code Review (Agent Teams)
- tomevault-io Bundle Image Search
Search the web for images (photos, logos, graphics) and download them with Typst embedding code. Use when the user needs real-world images, company logos, or existing graphics for documents. Use when this capability is needed.
- tomevault-io Bundle Clickhouse Agent Skills Agent Skills
ClickHouse Node.js Client Troubleshooting
- tomevault-io Bundle Open Meteo Advanced
Use when the user wants a specific weather model, needs ensemble uncertainty ranges, requests seasonal outlooks, or asks for long-term climate projections.
- tomevault-io Bundle Agent Factory
Claude Code agent generation system that creates custom agents and sub-agents with enhanced YAML frontmatter, tool access patterns, and MCP integration support following proven production patterns Use when this capability is needed.
- tomevault-io Bundle Comma Compliance Arc Relay Arc Relay
MCP Server Management via arc-sync
- tomevault-io Bundle Concordance Mod
Create, upload, and debug Concordance mods for inference-time LLM interventions. Use when writing new mods, understanding mod patterns, uploading via CLI, making API requests to specific mods, or debugging mod issues. Covers events (Prefilled, ForwardPass, Sampled, Added), actions (noop, force_tokens, backtrack, adjust_logits, etc.), and advanced patterns like SelfPrompt and FlowEngine. Use when this capability is needed.
- tomevault-io Bundle Spawnagent
Spawn an AI coding agent in a new terminal (Claude, Codex, Gemini, Cursor, OpenCode, Copilot). Defaults to Claude Code if unspecified. Use when this capability is needed.
- tomevault-io Bundle Claude Code Pm
Act as a Product Manager who gathers requirements and orchestrates Claude Code using OpenSpec protocol. Install proper skills, delegate to Claude Code in background mode, and validate completion while remaining responsive to user messages. Use when this capability is needed.
- tomevault-io Bundle Synalinks
Build neuro-symbolic LLM applications with Synalinks framework. Use when working with DataModel, Program, Generator, Module, training LLM pipelines, in-context learning, structured output, JSON operators, Branch/Decision control flow, FunctionCallingAgent, RAG/KAG, or Keras-like LLM workflows. Use when this capability is needed.
- tomevault-io Bundle Multi Model Analysis
Runs 3 AI models in parallel to independently analyze a problem and propose approaches. Compares all proposals against a rubric and selects the best. Can be invoked standalone or called from any agent (issue-resolver, pr-review, etc.).
- tomevault-io Bundle Taiyo Style
Taiyo copywriting style application Use when this capability is needed.
- tomevault-io Bundle Rosetta Onboard
Scans an existing repository for AI agent infrastructure files across all IDEs, identifies what exists, and creates a unified .agents/ directory as a single source of truth. Use when adopting rosetta in a repo that already has .cursor/rules/, CLAUDE.md, .cursorignore, or other agent configs. Use when this capability is needed.
- tomevault-io Bundle Agent Authoring
How to design, structure, and validate custom Copilot agents for this workspace. Use when this capability is needed.
- tomevault-io Bundle Firecrawl
Firecrawl produces cleaner markdown than WebFetch, handles JavaScript-heavy pages, and avoids content truncation. This skill should be used when fetching URLs, scraping web pages, converting URLs to markdown, extracting web content, searching the web, crawling sites, mapping URLs, LLM-powered extraction, autonomous data gathering with the Agent API, interacting with scraped pages (clicking, filling forms, extracting dynamic content via Interact API), or fetching AI-generated documentation for GitHub repos via DeepWiki. Provides complete coverage of Firecrawl v2 API endpoints including parallel agents, spark-1-fast model, sitemap-only crawling, and the Interact API for post-scrape browser interaction. Use when this capability is needed.
- tomevault-io Bundle Llama Cpp
Secondary local LLM inference engine via llama.cpp. This skill should be used when running GGUF models directly, loading LoRA adapters for Kothar, benchmarking inference speed, or serving models via llama-server. Includes dedicated Qwen 3.5 serve scripts (9B dense with F16 option, 35B MoE) with asymmetric KV cache and thinking mode. Complements Ollama (which remains primary for RLAMA and general use). Use when this capability is needed.
- tomevault-io Bundle AI Product
Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ... Use when this capability is needed.
- tomevault-io Bundle C4 Context
Expert C4 Context-level documentation specialist. Creates high-level system context diagrams, documents personas, user journeys, system features, and external dependencies. Use when this capability is needed.
- tomevault-io Bundle Techwavedev Agi Agent Kit Clerk Auth
Clerk Authentication
- tomevault-io Bundle Csharp Pro
Write modern C# code with advanced features like records, pattern matching, and async/await. Optimizes .NET applications, implements enterprise patterns, and ensures comprehensive testing. Use when this capability is needed.
- tomevault-io Bundle Elixir Pro
Write idiomatic Elixir code with OTP patterns, supervision trees, and Phoenix LiveView. Masters concurrency, fault tolerance, and distributed systems. Use when this capability is needed.
- tomevault-io Bundle PDF Reader
Extract text from PDF files for manipulation, search, and reference. Use when needing to read PDF content, extract text from documents, search within PDFs, or convert PDF to text for further processing. Supports multiple extraction methods (pdfplumber, PyMuPDF, pdfminer) with automatic fallback. Use when this capability is needed.
- tomevault-io Bundle Tavily Web
Web search, content extraction, crawling, and research capabilities using Tavily API Use when this capability is needed.
- tomevault-io Bundle Webcrawler
Documentation harvesting agent for crawling and extracting content from documentation websites. Use for crawling documentation sites and extracting all pages about a subject, building offline knowledge bases from online docs, harvesting API references, tutorials, or guides from documentation portals, creating structured markdown exports from multi-page documentation, and downloading and organizing technical docs for embedding or RAG pipelines. Supports recursive crawling with depth control, content filtering, and structured output. Use when this capability is needed.
- tomevault-io Bundle Git Reconciler
Sincroniza un branch de trabajo con main/master de forma segura, detectando conflictos antes de mergear. Este skill se usa cuando el usuario dice "sync con main", "actualizar branch", "traer cambios de main", "reconciliar", "merge main", "hay conflictos?", "rebase sobre main", o cuando un branch esta desactualizado respecto a origin/main. Tambien aplica antes de crear un PR para verificar que no haya conflictos pendientes. Use when this capability is needed.
- tomevault-io Bundle Delegate Climpt Agent
Use when user mentions 'climpt' or 'climpt-agent', or gives project-specific instructions where general knowledge is insufficient. Climpt provides pre-configured prompts tailored to the project's workflow.
- tomevault-io Bundle Migration Diagnose
Scan an existing codebase for acture command candidates — event handlers, store actions, async thunks, API calls. Use when a Claude Code agent is starting to adopt acture in an app that already has its own state library and UI. Triggers on "diagnose", "find command candidates", "what should I wrap", "audit handlers", "scan for migration". First skill in the migration track (diagnose → plan → scaffold → wrap → graduate). Does NOT modify any files. Use when this capability is needed.
- tomevault-io Bundle Tristaoezio Enif Agent Customization
Agent Customization
- tomevault-io Bundle Agent Writer
Codex Agent 작성 전문가. Frontmatter 검증, 트리거 키워드 제안, 구조 템플릿 제공, 테스트 시나리오 작성을 지원합니다. Use when this capability is needed.
- tomevault-io Bundle Tyler R Kendrick Agent Skills Sensei
Sensei
- tomevault-io Bundle U9401066 Automl Stat MCP Session End
Session End 技能 (工作階段結束)
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 mlops-practices, axiom-swiftdata, standup-coordination. 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.