# Skills for AI and ML Skills for AI and ML: what each one does, an install command and example prompts. 2465 cards · page 23 of 62 - HTML: https://affpapa.org/en/nevibecode/skills/topic/ai-ml?page=23 - Instructions for agents: https://affpapa.org/en/nevibecode/agents.md - [meta-optimize](https://affpapa.org/en/nevibecode/skills/meta-optimize.md) — skill · wanshuiyin · Claude Code, Codex, Cursor +3 · 455 installs — Analyzes ARIS execution logs and drafts optimizations for SKILL.md prompts, convergence thresholds, and reviewer instructions. - [agent-workflow-designer](https://affpapa.org/en/nevibecode/skills/agent-workflow-designer.md) — skill · Alireza Rezvani · Claude Code · 658 installs — Picks a multi-agent workflow pattern and scaffolds the config before you write code, with handoff contracts and retry gates spelled out. - [generate-reference-inspired-brand-worlds](https://affpapa.org/en/nevibecode/skills/generate-reference-inspired-brand-worlds.md) — skill · MengTo · Claude Code, Codex, Cursor +3 · 1300 installs — Generates original brand campaign worlds from visual references without copying protected signature assets. - [elevenlabs-tts](https://affpapa.org/en/nevibecode/skills/elevenlabs-tts.md) — skill · MengTo · Claude Code, Codex, Cursor +3 · 1300 installs — Creates ElevenLabs speech audio from inline text or script files through local voice profiles. - [vast-gpu](https://affpapa.org/en/nevibecode/skills/vast-gpu.md) — skill · wanshuiyin · Claude Code, Codex, Cursor +3 · 453 installs — Evaluates training tasks, rents cost-effective GPU instances on vast.ai, and manages their lifecycle. - [qwen-edit](https://affpapa.org/en/nevibecode/skills/qwen-edit.md) — skill · digitalsamba · Claude Code, Codex, Cursor +3 · 964 installs — Prompt patterns and parameter settings for editing images with Qwen-Image. - [mcp-server-builder](https://affpapa.org/en/nevibecode/skills/mcp-server-builder.md) — skill · Alireza Rezvani · Claude Code · 644 installs — Turns an OpenAPI spec into an MCP server: tool manifest plus starter code in Python or TypeScript, with a validator to check it. - [gpt-image-2](https://affpapa.org/en/nevibecode/skills/pilioai-gpt-image-2.md) — skill · pilioai · Claude Code, Codex, Cursor +3 · 20300 installs — A skill that wires Claude Image 2 into your agent through the Pilio API: text-to-image, prompt-based edits, restyling and reference composition. - [exa-search](https://affpapa.org/en/nevibecode/skills/wanshuiyin-exa-search.md) — skill · wanshuiyin · Claude Code, Codex, Cursor +3 · 440 installs — Searches the open web through Exa and returns blogs, docs, news and company pages. - [deepstream-dev](https://affpapa.org/en/nevibecode/skills/deepstream-dev.md) — skill · NVIDIA CORPORATION · Claude Code, Codex, Cursor +3 · 2400 installs — Teaches the agent to write NVIDIA DeepStream SDK code in Python: GStreamer pipelines, TensorRT inference, tracking and broker output. - [nemo-retriever](https://affpapa.org/en/nevibecode/skills/nemo-retriever.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 2400 installs — Indexes and queries document collections using the NeMo Retriever 26.8.1 CLI. - [rag-eval](https://affpapa.org/en/nevibecode/skills/rag-eval.md) — skill · NVIDIA RAG · Claude Code, Codex, Cursor +3 · 2400 installs — Evaluates filesystem RAG datasets built around corpus/ and train.json. - [experiment-queue](https://affpapa.org/en/nevibecode/skills/experiment-queue.md) — skill · wanshuiyin · Claude Code, Codex, Cursor +3 · 437 installs — Orchestrates ML experiments on remote SSH GPU servers. - [paper-illustration-image2](https://affpapa.org/en/nevibecode/skills/paper-illustration-image2.md) — skill · wanshuiyin · Claude Code, Codex, Cursor +3 · 439 installs — Generates publication-quality academic figures via a local Codex app-server bridge. - [rebuttal-guidance](https://affpapa.org/en/nevibecode/skills/rebuttal-guidance.md) — skill · HKUSTDial · Claude Code, Codex, Cursor +3 · 322 installs — A Claude skill that splits a peer review into numbered concerns and hands you a response plan for each. - [rag-architect](https://affpapa.org/en/nevibecode/skills/rag-architect.md) — skill · Alireza Rezvani · Claude Code · 629 installs — Design a RAG pipeline around your documents, then measure retrieval quality. - [prompt-engineer-toolkit](https://affpapa.org/en/nevibecode/skills/prompt-engineer-toolkit.md) — skill · Alireza Rezvani · Claude Code · 623 installs — Tests, compares, and versions marketing prompts against structured cases. - [writing-anti-ai](https://affpapa.org/en/nevibecode/skills/writing-anti-ai.md) — skill · gaoruizhang · Claude Code, Codex, Cursor +3 · 737 installs — A skill that spots AI tells in prose and rewrites them so the text reads like a person wrote it. - [qzcli](https://affpapa.org/en/nevibecode/skills/qzcli.md) — skill · wanshuiyin · Claude Code, Codex, Cursor +3 · 426 installs — A skill that lets your agent drive GPU compute jobs on the 启智 platform through qzcli, a kubectl-style CLI. - [data-quality-auditor](https://affpapa.org/en/nevibecode/skills/data-quality-auditor.md) — skill · Alireza Rezvani · Claude Code · 621 installs — This skill checks datasets for missing values, outliers, duplicates, and structural issues. - [pinme-llm](https://affpapa.org/en/nevibecode/skills/pinme-llm.md) — skill · glitternetwork · Claude Code, Codex, Cursor +3 · 499 installs — Tells the AI how to call OpenRouter models from a PinMe TypeScript Worker through the platform proxy: chat, streaming, web search. - [openalex](https://affpapa.org/en/nevibecode/skills/openalex.md) — skill · wanshuiyin · Claude Code, Codex, Cursor +3 · 427 installs — Searches academic papers via OpenAlex API to retrieve citation graphs, author affiliations, and funding records. - [apigee-agent-gateway-governance](https://affpapa.org/en/nevibecode/skills/apigee-agent-gateway-governance.md) — skill (official Google) · google · Claude Code, Gemini CLI, Codex · 145 installs — This skill builds an Apigee proxy that inspects LLM traffic through Agent Gateway. - [cuopt-routing-api-python](https://affpapa.org/en/nevibecode/skills/cuopt-routing-api-python.md) — skill · NVIDIA cuOpt Team · Claude Code, Codex, Cursor +3 · 2300 installs — A skill that walks your agent through vehicle routing with the cuOpt Python API: TSP, VRP and pickup-delivery. - [dynamo-recipe-runner](https://affpapa.org/en/nevibecode/skills/dynamo-recipe-runner.md) — skill · Dan Gil · Claude Code, Codex, Cursor +3 · 2300 installs — Discovers, validates, patches, and deploys NVIDIA Dynamo Kubernetes recipes for model serving across vLLM or SGLang runtimes. - [deepstream-import-vision-model](https://affpapa.org/en/nevibecode/skills/deepstream-import-vision-model.md) — skill · Tushar Khinvasara · Claude Code, Codex, Cursor +3 · 2300 installs — This skill takes an object-detection model from HuggingFace or NGC through a full NVIDIA DeepStream pipeline: ONNX, TRT engine, bbox parser, benchmark, PDF report. - [omniverse-usd-performance-tuning](https://affpapa.org/en/nevibecode/skills/nvidia-omniverse-omniverse-usd-performance-tuning.md) — skill · NVIDIA Omniverse · Claude Code, Codex, Cursor +3 · 2300 installs — A skill for diagnosing and optimizing USD scenes: slow loading, low FPS, high memory. - [agent-protocol](https://affpapa.org/en/nevibecode/skills/agent-protocol.md) — skill · Alireza Rezvani · Claude Code · 611 installs — This skill defines how C-suite agents call each other, return findings, and avoid loops. - [ml-kit-genai-prompt-api](https://affpapa.org/en/nevibecode/skills/ml-kit-genai-prompt-api.md) — skill · Google LLC · Claude Code, Codex, Cursor +3 · 442 installs — An Android skill that walks your codebase through ML Kit GenAI Prompt API: on-device Gemini Nano calls, typed output and prefix caching. - [kill-argument](https://affpapa.org/en/nevibecode/skills/kill-argument.md) — skill · wanshuiyin · Claude Code, Codex, Cursor +3 · 417 installs — Two fresh reviewers take turns on your paper: one writes the strongest possible rejection, the other defends it point by point. - [apple-on-device-ai](https://affpapa.org/en/nevibecode/skills/apple-on-device-ai.md) — skill · dpearson2699 · Claude Code, Codex, Cursor +3 · 4000 installs — Choose an Apple-local AI framework for iPhone, iPad, and Mac projects. - [characteristic-voice](https://affpapa.org/en/nevibecode/skills/characteristic-voice.md) — skill · NoizAI · Claude Code, Codex, Cursor +3 · 2800 installs — Adds emotion, pauses and conversational delivery to synthesized speech. - [paper-talk](https://affpapa.org/en/nevibecode/skills/paper-talk.md) — skill · wanshuiyin · Claude Code, Codex, Cursor +3 · 409 installs — Turns a finished paper into a full talk package: slide outline, Beamer and PPTX, speaker notes, talk script and claim checks. - [council](https://affpapa.org/en/nevibecode/skills/boshu2-council.md) — skill · boshu2 · Claude Code, Codex, Cursor +3 · 3000 installs — council collects separate judgments from several models or contexts and merges them into one report that keeps disagreements visible. - [autoresearch-agent](https://affpapa.org/en/nevibecode/skills/autoresearch-agent.md) — skill · Alireza Rezvani · Claude Code · 589 installs — Runs repeated file experiments against a measurable metric, keeping gains and reverting failures. - [agentforce-generate](https://affpapa.org/en/nevibecode/skills/agentforce-generate.md) — skill · forcedotcom · Claude Code, Codex, Cursor +3 · 5900 installs — Builds, audits, and debugs Salesforce Agentforce agents using Agent Script. - [slides-polish](https://affpapa.org/en/nevibecode/skills/slides-polish.md) — skill · wanshuiyin · Claude Code, Codex, Cursor +3 · 407 installs — This skill runs a page-by-page review over a finished deck and fixes fonts, text-frame overflow and layout drift. - [gemini-search](https://affpapa.org/en/nevibecode/skills/gemini-search.md) — skill · wanshuiyin · Claude Code, Codex, Cursor +3 · 407 installs — Searches research papers through Gemini by decomposing topics into sub-problems and aliases. - [runpod](https://affpapa.org/en/nevibecode/skills/runpod.md) — skill · digitalsamba · Claude Code, Codex, Cursor +3 · 865 installs — A skill for running open-source AI models on cloud GPUs through RunPod serverless. - [cuopt-server-api-python](https://affpapa.org/en/nevibecode/skills/cuopt-server-api-python.md) — skill · NVIDIA cuOpt Team · Claude Code, Codex, Cursor +3 · 2200 installs — Deploys the NVIDIA cuOpt REST server and guides client requests via Python or curl. Next: https://affpapa.org/en/nevibecode/skills/topic/ai-ml.md?page=24 ## 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