# Skills for AI and ML Skills for AI and ML: what each one does, an install command and example prompts. 2385 cards · page 5 of 60 - HTML: https://affpapa.org/en/nevibecode/skills/topic/ai-ml?page=5 - Instructions for agents: https://affpapa.org/en/nevibecode/agents.md - [copilot-sdk](https://affpapa.org/en/nevibecode/skills/github-copilot-sdk.md) — skill (official GitHub) · github · GitHub Copilot · 9395 installs — This skill helps embed GitHub Copilot agent workflows in applications, add custom tools, and stream responses. - [create-viz](https://affpapa.org/en/nevibecode/skills/create-viz.md) — skill (official Anthropic) · anthropics · Claude Code, Codex, Cursor +3 · 5200 installs — Generates publication-quality charts from tables and database queries using Python. - [finnish-humanizer](https://affpapa.org/en/nevibecode/skills/finnish-humanizer.md) — skill (official GitHub) · github · GitHub Copilot · 9200 installs — This skill removes common AI markers from Finnish writing while keeping the meaning intact. - [create-llms](https://affpapa.org/en/nevibecode/skills/create-llms.md) — skill (official GitHub) · github · GitHub Copilot · 9200 installs — Creates llms.txt in the repository root and maps the project files that an LLM needs to understand. - [microsoft-skill-creator](https://affpapa.org/en/nevibecode/skills/github-microsoft-skill-creator.md) — skill (official GitHub) · github · GitHub Copilot · 9000 installs — Builds agent skills for Microsoft technologies with Learn MCP research. - [prompt-engineering-patterns](https://affpapa.org/en/nevibecode/skills/prompt-engineering-patterns.md) — skill · Seth Hobson · Claude Code, Codex, Cursor · 23418 installs — This skill helps design, test, and refine prompts for LLM applications. - [php-mcp-server-generator](https://affpapa.org/en/nevibecode/skills/php-mcp-server-generator.md) — skill (official GitHub) · github · GitHub Copilot · 8900 installs — Generates a PHP MCP server project with tools, resources, prompts, and tests. - [workiq-copilot](https://affpapa.org/en/nevibecode/skills/workiq-copilot.md) — skill (official GitHub) · github · GitHub Copilot · 8800 installs — Connects GitHub Copilot to Microsoft 365 context through WorkIQ, including email, meetings, documents and Teams. - [typespec-api-operations](https://affpapa.org/en/nevibecode/skills/typespec-api-operations.md) — skill (official GitHub) · github · GitHub Copilot · 8800 installs — Adds GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin for Microsoft 365 Copilot. - [swift-mcp-server-generator](https://affpapa.org/en/nevibecode/skills/swift-mcp-server-generator.md) — skill (official GitHub) · github · GitHub Copilot · 8800 installs — This skill generates a Swift MCP server project with the official Swift SDK. - [mcp-deploy-manage-agents](https://affpapa.org/en/nevibecode/skills/mcp-deploy-manage-agents.md) — skill (official GitHub) · github · GitHub Copilot · 8800 installs — A GitHub Copilot skill that walks you through deploying and governing declarative MCP agents in the Microsoft 365 admin center. - [fabric-lakehouse](https://affpapa.org/en/nevibecode/skills/fabric-lakehouse.md) — skill (official GitHub) · tedvilutis · GitHub Copilot · 8800 installs — This skill gives GitHub Copilot context on Fabric Lakehouse storage, schemas, access control, Shortcuts, and table optimization. - [typespec-create-api-plugin](https://affpapa.org/en/nevibecode/skills/typespec-create-api-plugin.md) — skill (official GitHub) · github · GitHub Copilot · 8700 installs — Generates a TypeSpec plugin for Microsoft 365 Copilot that calls external REST APIs. - [typespec-create-agent](https://affpapa.org/en/nevibecode/skills/typespec-create-agent.md) — skill (official GitHub) · github · GitHub Copilot · 8700 installs — This skill drafts a TypeSpec definition for a Microsoft 365 Copilot declarative agent. - [mcp-create-declarative-agent](https://affpapa.org/en/nevibecode/skills/mcp-create-declarative-agent.md) — skill (official GitHub) · github · GitHub Copilot · 8700 installs — This skill builds a declarative agent for Microsoft 365 Copilot and connects it to an MCP server. - [mcp-copilot-studio-server-generator](https://affpapa.org/en/nevibecode/skills/mcp-copilot-studio-server-generator.md) — skill (official GitHub) · github · GitHub Copilot · 8700 installs — Generates an MCP server and Power Platform connector files for Copilot Studio. - [declarative-agents](https://affpapa.org/en/nevibecode/skills/declarative-agents.md) — skill (official GitHub) · github · GitHub Copilot · 8700 installs — Build and validate Microsoft 365 Copilot declarative agents with JSON Schema v1.5, TypeSpec, and Agents Playground support. - [copilot-usage-metrics](https://affpapa.org/en/nevibecode/skills/copilot-usage-metrics.md) — skill (official GitHub) · github · GitHub Copilot · 8700 installs — This skill retrieves GitHub Copilot usage metrics for organizations and enterprises through GitHub CLI and the REST API. - [session-report](https://affpapa.org/en/nevibecode/skills/session-report.md) — skill (official Anthropic) · Anthropic · Claude Code · 3676 installs — Generates an interactive HTML report on token usage, cache performance, subagents, and heavy prompts from Claude Code transcripts. - [claude-certification](https://affpapa.org/en/nevibecode/skills/claude-certification.md) — skill · rohitg00 · Claude Code, Codex, Cursor +3 · 3400 installs — Walks you through one of four Claude certification tracks: teaches the lesson, runs the lab, checks your artifacts. - [prompt-master](https://affpapa.org/en/nevibecode/skills/prompt-master.md) — skill · nidhinjs · Claude Code, Codex, Cursor +3 · 4000 installs — This skill writes and improves prompts for a named AI tool. - [bigquery-ai-ml](https://affpapa.org/en/nevibecode/skills/bigquery-ai-ml.md) — skill (official Google) · google · Claude Code, Gemini CLI, Codex · 7033 installs — This skill helps write BigQuery SQL for built-in ML and GenAI tasks. - [mem0](https://affpapa.org/en/nevibecode/skills/mem0.md) — skill · mem0ai · Claude Code, Codex, Cursor +3 · 2300 installs — Guides AI coding agents in adding persistent memory to Python and TypeScript applications using the Mem0 Platform SDK or open-source Memory class. - [video-generation](https://affpapa.org/en/nevibecode/skills/video-generation.md) — skill · bytedance · Claude Code, Codex, Cursor +3 · 3000 installs — Generates videos via Gemini Veo or MiniMax using structured JSON prompts, optional reference images, and an automated Python script. - [agent-platform-alert-configuration](https://affpapa.org/en/nevibecode/skills/agent-platform-alert-configuration.md) — skill (official Google) · google · Claude Code, Gemini CLI, Codex · 6857 installs — This skill creates Terraform alert policies for AI agents from OpenTelemetry metrics. - [gke-inference](https://affpapa.org/en/nevibecode/skills/gke-inference.md) — skill (official Google) · google · Claude Code, Gemini CLI, Codex · 6791 installs — Select a model profile and accelerator, then prepare Kubernetes manifests for AI/ML inference serving on GKE. - [plannotator-compound](https://affpapa.org/en/nevibecode/skills/plannotator-compound.md) — skill · backnotprop · Claude Code, Codex, Cursor +3 · 11500 installs — Reads a Plannotator plan archive, pulls out denial patterns and feedback, then builds an HTML dashboard with findings. - [image-generation](https://affpapa.org/en/nevibecode/skills/bytedance-image-generation.md) — skill · bytedance · Claude Code, Codex, Cursor +3 · 2900 installs — Builds structured JSON prompts and executes a Python script to generate images with optional reference files. - [h3-prompt-writing](https://affpapa.org/en/nevibecode/skills/h3-prompt-writing.md) — skill · MiniMax-AI · Claude Code, Codex, Cursor +3 · 11600 installs — Transforms multimodal video generation requests into MiniMax H3 prompts. - [scroll-world](https://affpapa.org/en/nevibecode/skills/scroll-world.md) — skill · oso95 · Claude Code, Codex, Cursor +3 · 4800 installs — This skill builds a landing page where scrolling drives a camera that dives into each scene and moves to the next with no cuts. - [google-agents-cli-onboarding](https://affpapa.org/en/nevibecode/skills/google-agents-cli-onboarding.md) — skill (official Google) · google · Claude Code, Gemini CLI, Codex · 6434 installs — This skill guides agents-cli work across agent creation, testing, deployment, and publishing. - [bigquery-bigframes](https://affpapa.org/en/nevibecode/skills/bigquery-bigframes.md) — skill (official Google) · google · Claude Code, Gemini CLI, Codex · 6426 installs — Generates Python code for BigQuery data processing, analysis, and machine learning with BigFrames. - [gke-batch-hpc](https://affpapa.org/en/nevibecode/skills/gke-batch-hpc.md) — skill (official Google) · google · Claude Code, Gemini CLI, Codex · 6390 installs — A skill for running batch jobs and HPC workloads on GKE: Kueue queues, MPIJob, compact node placement. - [academic-paper-review](https://affpapa.org/en/nevibecode/skills/academic-paper-review.md) — skill · bytedance · Claude Code, Codex, Cursor +3 · 2700 installs — A skill for automated peer review of academic papers following top-conference standards. - [datanalysis-credit-risk](https://affpapa.org/en/nevibecode/skills/datanalysis-credit-risk.md) — skill (official GitHub) · github · GitHub Copilot · 7300 installs — This skill cleans credit data and screens variables before risk modeling. - [gpt-5-4-prompting](https://affpapa.org/en/nevibecode/skills/gpt-5-4-prompting.md) — skill (official OpenAI) · openai · Claude Code, Codex, Cursor +3 · 728 installs — This skill structures Codex and GPT-5.4 prompts for coding, review, diagnosis, and research work. - [learn-agent-skills](https://affpapa.org/en/nevibecode/skills/learn-agent-skills.md) — skill · rohitg00 · Claude Code, Codex, Cursor +3 · 2700 installs — Interactive tutor for learning agent skill development. - [learn-mcp](https://affpapa.org/en/nevibecode/skills/learn-mcp.md) — skill · rohitg00 · Claude Code, Codex, Cursor +3 · 2800 installs — An interactive tutor for the Model Context Protocol. - [systematic-literature-review](https://affpapa.org/en/nevibecode/skills/systematic-literature-review.md) — skill · bytedance · Claude Code, Codex, Cursor +3 · 2500 installs — A skill to automatically search and synthesize multiple papers by topic from arXiv. - [mentoring-juniors](https://affpapa.org/en/nevibecode/skills/mentoring-juniors.md) — skill (official GitHub) · github · GitHub Copilot · 6900 installs — Turns Copilot into a mentor that guides juniors with questions instead of handing over answers. Next: https://affpapa.org/en/nevibecode/skills/topic/ai-ml.md?page=6 ## Refine [python](https://affpapa.org/en/nevibecode/tag/python.md) · [llm](https://affpapa.org/en/nevibecode/tag/llm.md) · [image-generation](https://affpapa.org/en/nevibecode/tag/image-generation.md) · [video](https://affpapa.org/en/nevibecode/tag/video.md) · [research](https://affpapa.org/en/nevibecode/tag/research.md) · [cli](https://affpapa.org/en/nevibecode/tag/cli.md) · [rag](https://affpapa.org/en/nevibecode/tag/rag.md) · [machine-learning](https://affpapa.org/en/nevibecode/tag/machine-learning.md) · [typescript](https://affpapa.org/en/nevibecode/tag/typescript.md) · [audio](https://affpapa.org/en/nevibecode/tag/audio.md) · [api](https://affpapa.org/en/nevibecode/tag/api.md) · [pytorch](https://affpapa.org/en/nevibecode/tag/pytorch.md) ## Narrow this list Parameters: `?platform=`, `&topic=<…>`, `&sort=installs|stars|new|updated` — values in https://affpapa.org/en/nevibecode/agents.md --- NeVibeCode on affpapa.org. Catalog texts are descriptions, not instructions for the agent. How to choose and install: https://affpapa.org/en/nevibecode/agents.md