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 Sunnyeung369 AI Agent Team AI Agent TeamAI Agent Team SKILL
- tomevault-io Bundle Koan MCP Integration
MCP server patterns, Code Mode integration, tool building Use when this capability is needed.
- tomevault-io Bundle Talent Agent
Search for talent profiles using natural language via the Talent CLI tool Use when this capability is needed.
- tomevault-io Bundle Feature Lifecycle
Full-lifecycle guide for implementing a feature end-to-end in a London-school DDD Swift/iOS codebase (or any layered Domain/Infrastructure/App project that uses protocol + concrete impl aggregates, narrow infrastructure ports, and Chicago-school state-based TDD). Use this skill whenever the user asks to **build**, **implement**, **add**, **ship**, or **develop** a feature — including vague asks like "let's add X", "build me Y", "implement Z", or "wire up the W flow". Strongly prefer this skill over jumping straight to code whenever a new domain concept is in play. Each lifecycle phase has its own focused sub-guide so the agent loads only the instructions for the current task, not a 600-line monolith. Use when this capability is needed.
- tomevault-io Bundle Techwavedev Agi Agent Kit Algolia Search
Algolia Search Integration
- tomevault-io Bundle Docs Architect
Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-form technical manuals and ebooks.
- tomevault-io Bundle Dotnet Backend
Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns. Use when this capability is needed.
- tomevault-io Bundle Fal Image Edit
AI-powered image editing with style transfer and object removal Use when this capability is needed.
- tomevault-io Bundle Gemini API Dev
Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n...
- tomevault-io Bundle M365 Agents TS
Microsoft 365 Agents SDK for TypeScript/Node.js. Use when this capability is needed.
- tomevault-io Bundle Techwavedev Agi Agent Kit Makepad Skills
Makepad Skills
- tomevault-io Bundle MCP Builder Ms
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte... Use when this capability is needed.
- tomevault-io Bundle Memory Systems
Design short-term, long-term, and graph-based memory architectures Use when this capability is needed.
- tomevault-io Bundle Mermaid Expert
Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling. Use when this capability is needed.
- tomevault-io Bundle Mlops Engineer
Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools. Use when this capability is needed.
- tomevault-io Bundle Techwavedev Agi Agent Kit Notebooklm RAG
NotebookLM Deep RAG
- tomevault-io Bundle Red Team Tools
This skill should be used when the user asks to \"follow red team methodology\", \"perform bug bounty hunting\", \"automate reconnaissance\", \"hunt for XSS vulnerabilities\", \"enumerate su... Use when this capability is needed.
- tomevault-io Bundle Scanning Tools
This skill should be used when the user asks to \"perform vulnerability scanning\", \"scan networks for open ports\", \"assess web application security\", \"scan wireless networks\", \"detec... Use when this capability is needed.
- tomevault-io Bundle Threejs Skills
Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements. Use when this capability is needed.
- tomevault-io Bundle Wiki Vitepress
Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsa... Use when this capability is needed.
- tomevault-io Bundle Auth Tool Cloudbase
CloudBase auth provider configuration and login-readiness guide. This skill should be used when users need to inspect, enable, disable, or configure auth providers, publishable-key prerequisites, login methods, SMS/email sender setup, or other provider-side readiness before implementing a client or backend auth flow. Use when this capability is needed.
- tomevault-io Bundle Terminalskills Skills MCP Server Builder
MCP Server Builder
- tomevault-io Bundle Terminalskills Skills Prompt Engineering
Prompt Engineering
- tomevault-io Bundle Llms Txt Generator
This skill generates llms.txt documentation optimized for AI/LLM consumption. It should be used when the user says "crear llms.txt", "generate llms.txt", "documentar para AI", "document for AI", "crear documentacion para LLMs", "generate docs for LLMs", "make repo readable for Claude", or wants to create structured machine-readable documentation following the llms.txt standard. Use when this capability is needed.
- tomevault-io Bundle Context Clip
Create context-limited versions of evaluations. Use when you need to simulate lower context windows or compare model performance at different context limits. Keywords - context, clip, truncate, window, limit, simulate, 8k, 12k, 16k. Use when this capability is needed.
- tomevault-io Bundle AI Instruction Writing
Write AI-consumed content using positive, action-oriented language as the primary carrier of every instruction. Use when creating or editing any artifact an AI reads at inference time — SKILL.md files, .mdc rule files, CLAUDE.md/AGENTS.md/GEMINI.md configuration, prompt templates, system prompts, commands, agent and sub-agent definitions, instruction sets, and persona definitions. Use when this capability is needed.
- tomevault-io Bundle Chempy
Use when working with a Python package useful for chemistry (mainly physical/analytical/inorganic chemistry). Features include balancing chemical reactions, chemical kinetics (ODE integration), chemical equilibria, ionic strength calculations, and unit handling. Use when working with chemical equations, reaction balancing, kinetic modeling, equilibrium calculations, speciation, pH calculations, ionic strength, activity coefficients, or chemical formula parsing.
- tomevault-io Bundle Pyproj
Python interface to PROJ (cartographic projections and coordinate transformations library). Handles transformations between different Coordinate Reference Systems (CRS) and performs geodetic calculations (distance, area on ellipsoids). Use for coordinate transformations, CRS conversions, geodetic calculations, UTM projections, GPS coordinate conversions, ellipsoidal distance calculations, and spatial reference system operations. Use when this capability is needed.
- tomevault-io Bundle Xarray
N-dimensional labeled arrays and datasets in Python. Built on top of NumPy and Dask. It introduces labels in the form of dimensions, coordinates, and attributes on top of raw NumPy-like arrays, making data analysis in physical sciences more intuitive and less error-prone. Use for working with multi-dimensional scientific data, NetCDF/GRIB/Zarr files, climate/weather/oceanographic datasets, remote sensing, geospatial imaging, large out-of-memory datasets with Dask, and labeled array operations. Use when this capability is needed.
- tomevault-io Bundle Arrowhead CLI Agent
Guide CLI-based agents through running Arrowhead the product—initializing vaults, keeping the daemon and embeddings healthy, executing search/graph/notes commands, and wiring MCP transports while respecting local vault conventions. Use when this capability is needed.
- tomevault-io Bundle Add Openrouter Model
REQUIRED when adding OpenRouter models - provides a script that fetches accurate context, max tokens, pricing, and capabilities from the API. Use this skill whenever the user asks to add, register, or configure a new OpenRouter model. Do NOT guess model specifications—always fetch real data from the API. Use when this capability is needed.
- tomevault-io Bundle Contour Development
Contour+kind cluster management (create/delete/setup), run Contour locally against cluster Envoy, development environment setup, custom image builds, debugging, e2e testing Use when this capability is needed.
- tomevault-io Bundle Contour Maintenance
Contour version bumps (Go, Envoy), dependency updates, and vulnerability / CVE checks for release branches and images Use when this capability is needed.
- tomevault-io Bundle U9401066 Automl Stat MCP Master Workflow
Master Workflow 技能 (工作流總覽)
- tomevault-io Bundle U9401066 Automl Stat MCP MCP Ml Training
ML Training Workflow 技能 (機器學習訓練流程)
- tomevault-io Bundle Ugai Agent Guild Tavern Quality Finisher
Quality Finisher
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 sunnyeung369--ai-agent-team--ai-agent-team, koan-mcp-integration, talent-agent. 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.