# Skills for AI and ML Skills for AI and ML: what each one does, an install command and example prompts. 2465 cards · page 34 of 62 - HTML: https://affpapa.org/en/nevibecode/skills/topic/ai-ml?page=34 - Instructions for agents: https://affpapa.org/en/nevibecode/agents.md - [video-content-analyzer](https://affpapa.org/en/nevibecode/skills/video-content-analyzer.md) — skill · bradautomates · Claude Code, Codex, Cursor +3 · 837 installs — Analyzes short-form videos across Instagram Reels, TikTok, and YouTube Shorts using Gemini AI. - [tracelens-analysis-orchestrator](https://affpapa.org/en/nevibecode/skills/tracelens-analysis-orchestrator.md) — skill · amd · Claude Code, Codex, Cursor +3 · 879 installs — A skill that runs the agentic TraceLens workflow over PyTorch Profiler traces and writes a prioritized analysis.md. - [serving-llms-on-instinct](https://affpapa.org/en/nevibecode/skills/serving-llms-on-instinct.md) — skill · amd · Claude Code, Codex, Cursor +3 · 878 installs — Brings up a vLLM endpoint on AMD Instinct GPUs: detects the hardware, validates the environment, builds the Docker command and launches the model. - [magpie-kernel-evaluator](https://affpapa.org/en/nevibecode/skills/magpie-kernel-evaluator.md) — skill · amd · Claude Code, Codex, Cursor +3 · 870 installs — Benchmarks LLM inference with Magpie, turns torch traces into stage and roofline reports, and carries an optimization from a hot kernel to a validated variant. - [writing-principles](https://affpapa.org/en/nevibecode/skills/writing-principles.md) — skill · haowjy · Claude Code, Codex, Cursor +3 · 1000 installs — A skill that names what fiction readers want and how LLM training damages it. - [build-models](https://affpapa.org/en/nevibecode/skills/build-models.md) — skill · replicate · Claude Code, Codex, Cursor +3 · 1800 installs — Walks an agent through packaging a custom model with Cog and serving it locally. - [crypto-ta-analyzer](https://affpapa.org/en/nevibecode/skills/crypto-ta-analyzer.md) — skill · dkyazzentwatwa · Claude Code, Codex, Cursor +3 · 1600 installs — Runs indicator math over crypto or market OHLCV data and shows where signals agree and where they fight. - [pydantic-ai-harness](https://affpapa.org/en/nevibecode/skills/pydantic-ai-harness.md) — skill · pydantic · Claude Code, Codex, Cursor +3 · 2600 installs — A skill that teaches your agent to build Pydantic AI coding agents: file and shell tools, sandboxes, Code Mode, memory and spend limits. - [meshy-3d-printing](https://affpapa.org/en/nevibecode/skills/meshy-3d-printing.md) — skill · meshy-dev · Claude Code, Codex, Cursor +3 · 1600 installs — Turns Meshy models into files a slicer can take: scale, orientation, analysis, repair and multicolor output. - [openai-agents-sdk](https://affpapa.org/en/nevibecode/skills/laguagu-openai-agents-sdk.md) — skill · laguagu · Claude Code, Codex, Cursor +3 · 2200 installs — Guides development of Python AI agents with openai-agents, covering multi-agent handoffs, @function_tool decorators, SQLite sessions, and offline testing. - [longbridge-quant](https://affpapa.org/en/nevibecode/skills/longbridge-quant.md) — skill · longbridge · Claude Code, Codex, Cursor +3 · 4100 installs — A quant-analysis skill for equities: cointegration pairs, factor models, volatility regimes, backtests and indicator scripts run over K-line data through the Longbridge CLI. - [serving-llms-on-epyc](https://affpapa.org/en/nevibecode/skills/serving-llms-on-epyc.md) — skill · amd · Claude Code, Codex, Cursor +3 · 819 installs — Deploys a vLLM endpoint with the zentorch backend on AMD EPYC CPUs using Docker, Podman, or conda. - [technical-analysis](https://affpapa.org/en/nevibecode/skills/technical-analysis.md) — skill · omer-metin · Claude Code, Codex, Cursor +3 · 2000 installs — A skill that puts your agent in the seat of a chart reader: candlesticks, levels, indicators, plus a demand for statistical backup before any signal is trusted. - [lemonade-router-builder](https://affpapa.org/en/nevibecode/skills/lemonade-router-builder.md) — skill · amd · Claude Code, Codex, Cursor +3 · 809 installs — This skill converts plain-English routing instructions into a valid Lemonade collection.router policy JSON. - [publish-models](https://affpapa.org/en/nevibecode/skills/publish-models.md) — skill · replicate · Claude Code, Codex, Cursor +3 · 1700 installs — Guides Cog model releases to Replicate, with pre-release checks and CI/CD setup. - [workflow-builder](https://affpapa.org/en/nevibecode/skills/workflow-builder.md) — skill · Alireza Rezvani · Claude Code · 119 installs — Creates deterministic multi-agent workflow scripts in JavaScript for Claude Code. - [nanobanana](https://affpapa.org/en/nevibecode/skills/nanobanana.md) — skill · GargantuaX · Claude Code, Codex, Cursor +3 · 10600 installs — Generates and edits images via Gemini models. - [video-prompting](https://affpapa.org/en/nevibecode/skills/video-prompting.md) — skill · Square-Zero-Labs · Claude Code, Codex, Cursor +3 · 602 installs — Drafts model-specific video generation prompts and creates character-sheet prompts for image models to maintain character consistency. - [redis-search](https://affpapa.org/en/nevibecode/skills/redis-search.md) — skill · Redis, Inc. · Claude Code, Codex, Cursor +3 · 1600 installs — A skill that walks your agent through Redis Search: index schema, field types, FT.SEARCH queries and vector retrieval. - [web3-polymarket](https://affpapa.org/en/nevibecode/skills/web3-polymarket.md) — skill · Polymarket · Claude Code, Codex, Cursor +3 · 578 installs — A skill for Polymarket on Polygon: auth, order placement, market data, WebSocket streams and gasless transactions. - [stepfun-tts](https://affpapa.org/en/nevibecode/skills/stepfun-tts.md) — skill · daymade · Claude Code, Codex, Cursor +3 · 639 installs — Generates Chinese and Japanese speech with StepFun Contextual TTS. - [tooluniverse-clinical-guidelines](https://affpapa.org/en/nevibecode/skills/tooluniverse-clinical-guidelines.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 491 installs — A skill that pulls clinical practice guidelines from NICE, WHO, NCCN, AHA, ADA and more, then ranks them by source authority. - [import-model](https://affpapa.org/en/nevibecode/skills/import-model.md) — skill · modular · Claude Code, Codex, Cursor +3 · 1400 installs — Walks an agent through porting a Hugging Face architecture into MAX: read the config, build the layers, verify against the reference. - [hyperloom-workload-optimizer](https://affpapa.org/en/nevibecode/skills/hyperloom-workload-optimizer.md) — skill · amd · Claude Code, Codex, Cursor +3 · 785 installs — Bootstraps Hyperloom on an AMD Instinct host and kicks off multi-agent throughput optimization for LLM serving. - [fish-audio](https://affpapa.org/en/nevibecode/skills/fish-audio.md) — skill · acedatacloud · Claude Code, Codex, Cursor +3 · 4100 installs — A skill that turns text into speech with Fish Audio voices, or clones a voice from an HTTPS recording. - [computer-vision-opencv](https://affpapa.org/en/nevibecode/skills/computer-vision-opencv.md) — skill · Mindrally · Claude Code, Codex, Cursor +3 · 3800 installs — A skill that keeps your agent inside the conventions of OpenCV and PyTorch work: filters, feature matching, video pipelines, tracking. - [pp-openrouter](https://affpapa.org/en/nevibecode/skills/pp-openrouter.md) — skill · Rick van de Laar · Claude Code, Codex, Cursor +3 · 322 installs — Governs OpenRouter spend, budgets, and provider health from local usage data. - [arize-instrumentation](https://affpapa.org/en/nevibecode/skills/arize-arize-instrumentation.md) — skill · arize · Claude Code, Codex, Cursor +3 · 3400 installs — This skill adds Arize AX tracing to an LLM app: it detects the stack, wires auto-instrumentation and verifies that traces land. - [colosseum-copilot](https://affpapa.org/en/nevibecode/skills/colosseum-copilot.md) — skill · ColosseumOrg · Claude Code, Codex, Cursor +3 · 4400 installs — Wires your agent into Colosseum's project evidence and hackathon material, so it can compare precedents and review your draft submission. - [logfire-instrumentation](https://affpapa.org/en/nevibecode/skills/logfire-instrumentation.md) — skill · pydantic · Claude Code, Codex, Cursor +3 · 2300 installs — Adds Pydantic Logfire observability to Python, TypeScript, or Rust code. - [suno-engineer](https://affpapa.org/en/nevibecode/skills/suno-engineer.md) — skill · bitwize-music-studio · Claude Code, Codex, Cursor +3 · 450 installs — Constructs technical Suno v6 style prompts, configures generation sliders, and formats song sections. - [openrouter-models](https://affpapa.org/en/nevibecode/skills/openrouter-models.md) — skill · OpenRouterTeam · Claude Code, Codex, Cursor +3 · 862 installs — Queries OpenRouter for 300+ AI models: pricing, context limits, provider latency and throughput. - [ecommerce-competitor-analyzer](https://affpapa.org/en/nevibecode/skills/ecommerce-competitor-analyzer.md) — skill · Buluslan@新西楼.AI · Claude Code, Codex, Cursor +3 · 1400 installs — Scrapes e-commerce product listings, evaluates competitor pricing and customer reviews with Gemini, and outputs reports to Google Sheets and Markdown. - [apple-intelligence](https://affpapa.org/en/nevibecode/skills/apple-intelligence.md) — skill · rshankras · Claude Code, Codex, Cursor +3 · 516 installs — Agent instructions for adding on-device LLM features, camera-based visual search and App Intents to an iOS or macOS app. - [tooluniverse-clinical-trial-design](https://affpapa.org/en/nevibecode/skills/tooluniverse-clinical-trial-design.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 456 installs — The skill scores a clinical trial design across six dimensions and returns a feasibility report with enrollment projections. - [debug-model](https://affpapa.org/en/nevibecode/skills/debug-model.md) — skill · modular · Claude Code, Codex, Cursor +3 · 1300 installs — Parity protocol for a MAX model that serves and emits tokens but disagrees with the reference: tensor dumps first, fixes second. - [sentry-instrument](https://affpapa.org/en/nevibecode/skills/sentry-instrument.md) — skill · getsentry · Claude Code, Codex, Cursor +3 · 1800 installs — The skill walks your agent through platform detection, SDK install and signal wiring — from the first error to AI/LLM monitoring. - [vision](https://affpapa.org/en/nevibecode/skills/vision.md) — skill · kotot · Claude Code, Codex, Cursor +3 · 13400 installs — Sends images to an external vision model when your coding agent lacks native image understanding. - [stepfun-asr](https://affpapa.org/en/nevibecode/skills/stepfun-asr.md) — skill · daymade · Claude Code, Codex, Cursor +3 · 581 installs — Converts audio in Chinese and English to text via StepFun's stepaudio-3-asr-max model. - [semanticscholar-skill](https://affpapa.org/en/nevibecode/skills/semanticscholar-skill.md) — skill · Agents365-ai · Claude Code, Codex, Cursor +3 · 3400 installs — Searches academic papers, authors, and citation graphs using the Semantic Scholar API. Next: https://affpapa.org/en/nevibecode/skills/topic/ai-ml.md?page=35 ## 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) · [rag](https://affpapa.org/en/nevibecode/tag/rag.md) · [cli](https://affpapa.org/en/nevibecode/tag/cli.md) · [typescript](https://affpapa.org/en/nevibecode/tag/typescript.md) · [machine-learning](https://affpapa.org/en/nevibecode/tag/machine-learning.md) · [audio](https://affpapa.org/en/nevibecode/tag/audio.md) · [pytorch](https://affpapa.org/en/nevibecode/tag/pytorch.md) · [api](https://affpapa.org/en/nevibecode/tag/api.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