# Skills for AI and ML Skills for AI and ML: what each one does, an install command and example prompts. 2385 cards · page 1 of 60 - HTML: https://affpapa.org/en/nevibecode/skills/topic/ai-ml - Instructions for agents: https://affpapa.org/en/nevibecode/agents.md - [skill-creator](https://affpapa.org/en/nevibecode/skills/skill-creator.md) — skill (official Anthropic) · anthropics · Claude Code, Claude.ai · 414180 installs — Creates and refines skills, then tests them with prompts, evaluations, and performance checks. - [writing-for-agents](https://affpapa.org/en/nevibecode/skills/writing-for-agents.md) — skill · Matt Pocock · Claude Code · 466719 installs — Guidance for writing skills and agent-facing documents. - [media-use](https://affpapa.org/en/nevibecode/skills/media-use.md) — skill · heygen-com · Claude Code, Codex, Cursor +3 · 1100000 installs — Finds or generates media for HyperFrames videos, including voiceovers, music, cutouts, and color grades. - [mcp-builder](https://affpapa.org/en/nevibecode/skills/mcp-builder.md) — skill (official Anthropic) · anthropics · Claude Code, Claude.ai · 130949 installs — This skill walks through building an MCP server in TypeScript or Python, from reading the protocol spec to writing tests and evaluation questions. - [subagent-driven-development](https://affpapa.org/en/nevibecode/skills/subagent-driven-development.md) — skill · Jesse Vincent · Claude Code, Codex · 237746 installs — This skill runs an implementation plan through fresh subagents for independent tasks and reviews each result. - [orchestration](https://affpapa.org/en/nevibecode/skills/orchestration.md) — skill · stablyai · Claude Code, Codex, Cursor +3 · 349800 installs — Coordinates supervised Orca workers with task DAGs, decision gates, and threaded messages. - [claude-api](https://affpapa.org/en/nevibecode/skills/claude-api.md) — skill (official Anthropic) · anthropics · Claude Code, Claude.ai · 74198 installs — Reference skill for the Claude API and Anthropic SDK that enforces valid model IDs, adaptive thinking, and streaming. - [caveman-stats](https://affpapa.org/en/nevibecode/skills/caveman-stats.md) — skill · JuliusBrussee · Claude Code, Codex, Cursor +3 · 357800 installs — Displays recorded output and cache-read tokens for Claude Code sessions or points to host native usage stats. - [karpathy-guidelines](https://affpapa.org/en/nevibecode/skills/karpathy-guidelines.md) — skill · multica-ai · Claude Code, Codex, Cursor +3 · 42700 installs — Guidelines that cut typical LLM coding mistakes: less overcomplication, surgical edits, verifiable outcomes. - [google-agents-cli-adk-code](https://affpapa.org/en/nevibecode/skills/google-agents-cli-adk-code.md) — skill (official Google) · Google · Claude Code, Codex, Cursor +3 · 512800 installs — A reference for the Agent Development Kit API: agent types, tools, callbacks, state and the graph Workflow API. - [google-agents-cli-deploy](https://affpapa.org/en/nevibecode/skills/google-agents-cli-deploy.md) — skill (official Google) · Google · Claude Code, Codex, Cursor +3 · 512100 installs — Guides deploying AI agents to Agent Runtime, Cloud Run, or GKE with agents-cli. - [google-agents-cli-publish](https://affpapa.org/en/nevibecode/skills/google-agents-cli-publish.md) — skill (official Google) · Google · Claude Code, Codex, Cursor +3 · 511900 installs — Walks a coding agent through agents-cli publish gemini: ADK and A2A registration modes, flags, metadata auto-detection and Agent Registry entries. - [google-agents-cli-eval](https://affpapa.org/en/nevibecode/skills/google-agents-cli-eval.md) — skill (official Google) · Google · Claude Code, Codex, Cursor +3 · 511400 installs — Guides testing, dataset setup, and scoring for AI agents via agents-cli. - [google-agents-cli-workflow](https://affpapa.org/en/nevibecode/skills/google-agents-cli-workflow.md) — skill (official Google) · Google · Claude Code, Codex, Cursor +3 · 511400 installs — This skill guides ADK agent work from scaffolding through deployment and observability. - [google-agents-cli-observability](https://affpapa.org/en/nevibecode/skills/google-agents-cli-observability.md) — skill (official Google) · Google · Claude Code, Codex, Cursor +3 · 511300 installs — This skill guides you through tracing and monitoring AI agents, including ADK agents. - [google-agents-cli-scaffold](https://affpapa.org/en/nevibecode/skills/google-agents-cli-scaffold.md) — skill (official Google) · Google · Claude Code, Codex, Cursor +3 · 511300 installs — A Claude Code skill that drives agents-cli: it scaffolds a new agent project, bolts on deployment and CI/CD, and brings an existing scaffold up to date. - [browser-use](https://affpapa.org/en/nevibecode/skills/browser-use.md) — skill · browser-use · Claude Code, Codex, Cursor +3 · 98200 installs — Hands the agent a real Chrome over CDP: clicks, typing, screenshots, and pages that need JS or your logged-in session. - [caveman-learn](https://affpapa.org/en/nevibecode/skills/caveman-learn.md) — skill · JuliusBrussee · Claude Code, Codex, Cursor +3 · 106700 installs — This skill reads Caveman learn reports, proposes token-cost reductions, and asks for consent before each edit. - [caveman-optimize](https://affpapa.org/en/nevibecode/skills/caveman-optimize.md) — skill · JuliusBrussee · Claude Code, Codex, Cursor +3 · 105800 installs — This skill turns a Caveman report observation into an operator-selected candidate and a paired baseline evaluation. - [caveman-discover](https://affpapa.org/en/nevibecode/skills/caveman-discover.md) — skill · JuliusBrussee · Claude Code, Codex, Cursor +3 · 104400 installs — Finds and labels every LLM workflow in your repository so Caveman Cloud breaks down spend by actual job rather than grouping everything into one bucket. - [caveman-evidence-review](https://affpapa.org/en/nevibecode/skills/caveman-evidence-review.md) — skill · JuliusBrussee · Claude Code, Codex, Cursor +3 · 104500 installs — A read-only skill reviews Caveman Cloud evidence on LLM spend, traces, and routing. - [caveman-setup](https://affpapa.org/en/nevibecode/skills/caveman-setup.md) — skill · JuliusBrussee · Claude Code, Codex, Cursor +3 · 103500 installs — Routes LLM API calls through the Caveman Cloud gateway to measure token costs without altering app behavior. - [last30days](https://affpapa.org/en/nevibecode/skills/last30days.md) — skill · mvanhorn · Claude Code, Codex, Cursor +3 · 53000 installs — Pulls posts and engagement on any topic from the last 30 days across Reddit, X, YouTube, TikTok, Hacker News, Polymarket, GitHub and the web. - [discernment-nudge](https://affpapa.org/en/nevibecode/skills/discernment-nudge.md) — skill (official Anthropic) · anthropics · Claude Code, Claude.ai · 12227 installs — Adds follow-up questions that test facts, reasoning, and missing context after answers a user may act on. - [academy-guide](https://affpapa.org/en/nevibecode/skills/academy-guide.md) — skill (official Anthropic) · anthropics · Claude Code, Claude.ai · 11893 installs — Matches Claude learning questions with relevant Claude Academy materials. - [ai-seo](https://affpapa.org/en/nevibecode/skills/ai-seo.md) — skill · coreyhaines31 · Claude Code, Codex, Cursor +3 · 150800 installs — Use this skill to work on content visibility in AI search and investigate why AI-generated answers cite—or miss—your brand. - [context-engineering](https://affpapa.org/en/nevibecode/skills/context-engineering.md) — skill · addyosmani · Claude Code, Codex, Cursor +3 · 61600 installs — Helps you set up agent context: which rules, specs and files to feed the agent, and when. - [ai-sdk](https://affpapa.org/en/nevibecode/skills/vercel-ai-sdk.md) — skill · vercel · Claude Code, Codex, Cursor +3 · 66100 installs — Teaches your coding agent to use the Vercel AI SDK accurately. - [image](https://affpapa.org/en/nevibecode/skills/image.md) — skill · coreyhaines31 · Claude Code, Codex, Cursor +3 · 87300 installs — A skill for marketing visuals: AI generation, editing existing images, picking the right model, and web optimization. - [video](https://affpapa.org/en/nevibecode/skills/video.md) — skill · coreyhaines31 · Claude Code, Codex, Cursor +3 · 85900 installs — Guides production of product demos, explainers, and clips using Remotion, Hyperframes, or AI generation models directly in your agent terminal. - [browser-act](https://affpapa.org/en/nevibecode/skills/browser-act.md) — skill · BrowserAct · Claude Code, Codex, Cursor +3 · 108300 installs — A skill that hands your agent a browser CLI: navigate, wait for JavaScript, pull data, fill forms, take screenshots. - [humanizer](https://affpapa.org/en/nevibecode/skills/blader-humanizer.md) — skill · blader · Claude Code, Codex, Cursor +3 · 10600 installs — Rewrites text that reads like a chatbot wrote it, keeping the meaning intact. - [browser-act-skill-forge](https://affpapa.org/en/nevibecode/skills/browser-act-skill-forge.md) — skill · BrowserAct · Claude Code, Codex, Cursor +3 · 85200 installs — Explores a website through browser-act and forges a skill package with SKILL.md and Python scripts. - [gws-modelarmor](https://affpapa.org/en/nevibecode/skills/gws-modelarmor.md) — skill (official Google) · googleworkspace · Claude Code, Codex, Cursor +3 · 30000 installs — Filters user prompts and model responses for safety using Google Model Armor templates. - [gws-modelarmor-create-template](https://affpapa.org/en/nevibecode/skills/gws-modelarmor-create-template.md) — skill (official Google) · googleworkspace · Claude Code, Codex, Cursor +3 · 29900 installs — Creates Google Model Armor templates in GCP to filter user-generated content. - [gws-modelarmor-sanitize-prompt](https://affpapa.org/en/nevibecode/skills/gws-modelarmor-sanitize-prompt.md) — skill (official Google) · googleworkspace · Claude Code, Codex, Cursor +3 · 29600 installs — This skill sends a user prompt through a Google Model Armor template. - [gws-modelarmor-sanitize-response](https://affpapa.org/en/nevibecode/skills/gws-modelarmor-sanitize-response.md) — skill (official Google) · googleworkspace · Claude Code, Codex, Cursor +3 · 29600 installs — This skill sends a model response to Google Model Armor for filtering with a template. - [marketing-loops](https://affpapa.org/en/nevibecode/skills/marketing-loops.md) — skill · coreyhaines31 · Claude Code, Codex, Cursor +3 · 47700 installs — Sets up a recurring marketing loop an agent runs on a cadence, with a trigger, bounded steps, a self-check and a stop condition. - [typesafe-ai](https://affpapa.org/en/nevibecode/skills/typesafe-ai.md) — skill · typesafe-ai · Claude Code, Codex, Cursor +3 · 96000 installs — Guides agents on integrating TypeSafe Decision Models like Jev, answering typed questions about state with calibrated probabilities instead of brittle prompts. - [openai-whisper](https://affpapa.org/en/nevibecode/skills/openai-whisper.md) — skill · openclaw · Claude Code, Codex, Cursor +3 · 7100 installs — This skill lets your agent call the Whisper CLI to transcribe audio on your own machine. Next: https://affpapa.org/en/nevibecode/skills/topic/ai-ml.md?page=2 ## 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