# Skills for AI and ML Skills for AI and ML: what each one does, an install command and example prompts. 2465 cards · page 24 of 62 - HTML: https://affpapa.org/en/nevibecode/skills/topic/ai-ml?page=24 - Instructions for agents: https://affpapa.org/en/nevibecode/agents.md - [rag-perf](https://affpapa.org/en/nevibecode/skills/rag-perf.md) — skill · NVIDIA RAG · Claude Code, Codex, Cursor +3 · 2200 installs — Runs a profiling pass and an aiperf load test against a deployed NVIDIA RAG Blueprint server, all driven by one YAML config. - [resubmit-pipeline](https://affpapa.org/en/nevibecode/skills/resubmit-pipeline.md) — skill · wanshuiyin · Claude Code, Codex, Cursor +3 · 396 installs — Orchestrates a text-only resubmission of an academic paper to a new venue based on prior reviews. - [elasticsearch-onboarding](https://affpapa.org/en/nevibecode/skills/elasticsearch-onboarding.md) — skill · elastic · Claude Code, Codex, Cursor +3 · 4300 installs — Walks a developer from "I want search" to working code: clarifies the use case, helps with data mapping and produces tested examples for Elasticsearch 9.x. - [base44-sdk](https://affpapa.org/en/nevibecode/skills/base44-sdk.md) — skill · base44 · Claude Code, Codex, Cursor +3 · 11000 installs — This skill helps agents build Base44 features with the JavaScript SDK, covering entities, backend functions, realtime actors, and the AI gateway. - [vision-framework](https://affpapa.org/en/nevibecode/skills/vision-framework.md) — skill · dpearson2699 · Claude Code, Codex, Cursor +3 · 3800 installs — A skill for adding text recognition, face detection and barcode scanning to iOS apps. - [predictingthepast](https://affpapa.org/en/nevibecode/skills/predictingthepast.md) — skill · google-deepmind · Claude Code, Codex, Cursor +3 · 1200 installs — Restores damaged Latin and Ancient Greek texts, estimates their origin, and retrieves parallel inscriptions. - [acestep](https://affpapa.org/en/nevibecode/skills/digitalsamba-acestep.md) — skill · digitalsamba · Claude Code, Codex, Cursor +3 · 841 installs — A skill that generates music and handles audio: background tracks, vocals, covers, stem extraction. - [claude-real-video](https://affpapa.org/en/nevibecode/skills/claude-real-video.md) — skill · HUANGCHIHHUNGLeo · Claude Code, Codex, Cursor +3 · 571 installs — The skill pulls scene-aware keyframes and a transcript out of a video so the agent can say what happens in it. - [agentforce-observe](https://affpapa.org/en/nevibecode/skills/agentforce-observe.md) — skill · forcedotcom · Claude Code, Codex, Cursor +3 · 5700 installs — Analyzes production Agentforce agent behavior via Data Cloud session traces and manages Agent Health Monitoring alerts. - [cuopt-numerical-optimization-formulation](https://affpapa.org/en/nevibecode/skills/cuopt-numerical-optimization-formulation.md) — skill · NVIDIA cuOpt Team · Claude Code, Codex, Cursor +3 · 2100 installs — Turns a written problem into a clean LP, MILP or QP formulation: variables, constraints, objective. - [dali-dynamic-mode](https://affpapa.org/en/nevibecode/skills/dali-dynamic-mode.md) — skill · DALI Team · Claude Code, Codex, Cursor +3 · 2100 installs — A skill that steers the agent through NVIDIA DALI's imperative mode: direct ndd calls instead of pipeline graphs, plus help migrating existing pipelines. - [nemotron-customize](https://affpapa.org/en/nevibecode/skills/nemotron-customize.md) — skill · NVIDIA Nemotron Team · Claude Code, Codex, Cursor +3 · 2100 installs — Plans DAG pipelines and generates YAML configs for Nemotron customization steps, from data curation and SFT to RL alignment and evaluation. - [physical-ai-neural-reconstruction](https://affpapa.org/en/nevibecode/skills/nvidia-physical-ai-physical-ai-neural-reconstruction.md) — skill · NVIDIA Physical AI · Claude Code, Codex, Cursor +3 · 2100 installs — A thin router for NVIDIA NuRec work: it points you to the right skill for converting a recording, training a reconstruction or rendering a USDZ. - [natural-language](https://affpapa.org/en/nevibecode/skills/natural-language.md) — skill · dpearson2699 · Claude Code, Codex, Cursor +3 · 3700 installs — A skill for on-device text work: tokenization, language detection, part-of-speech tags, entities, sentiment and translation in Apple apps. - [coreml](https://affpapa.org/en/nevibecode/skills/coreml.md) — skill · dpearson2699 · Claude Code, Codex, Cursor +3 · 3700 installs — This skill guides Swift integration of Core ML in iOS apps, from loading models to running predictions and choosing compute units. - [acreadiness-assess](https://affpapa.org/en/nevibecode/skills/acreadiness-assess.md) — skill (official GitHub) · github · GitHub Copilot · 158 installs — Runs an AgentRC AI-readiness scan on your repository and generates a standalone HTML report at reports/index.html. - [speech-recognition](https://affpapa.org/en/nevibecode/skills/speech-recognition.md) — skill · dpearson2699 · Claude Code, Codex, Cursor +3 · 3700 installs — A skill that walks your agent through speech-to-text on Apple's Speech framework, from live microphone capture to recognizing recorded files. - [acreadiness-generate-instructions](https://affpapa.org/en/nevibecode/skills/acreadiness-generate-instructions.md) — skill (official GitHub) · github · GitHub Copilot · 153 installs — This skill generates instruction files for GitHub Copilot and scopes rules to repository areas. - [nemo-automodel-distributed-training](https://affpapa.org/en/nevibecode/skills/nemo-automodel-distributed-training.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 2000 installs — Picks a distributed training strategy for NeMo AutoModel and lists the YAML fields to set. - [nemotron-retrieval-recipes](https://affpapa.org/en/nevibecode/skills/nemotron-retrieval-recipes.md) — skill · NVIDIA Nemotron Team · Claude Code, Codex, Cursor +3 · 2000 installs — Helps plan, debug, tune, export, and deploy public NVIDIA Nemotron embedding and reranking retrieval recipes. - [nemotron-speech](https://affpapa.org/en/nevibecode/skills/nemotron-speech.md) — skill · Nemotron Speech Team · Claude Code, Codex, Cursor +3 · 2000 installs — A skill that walks your agent through NVIDIA Nemotron Speech (formerly Riva) NIM work: deploying, running and testing ASR, TTS and NMT in the cloud or self-hosted. - [physical-ai-defect-image-generation](https://affpapa.org/en/nevibecode/skills/physical-ai-defect-image-generation.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 2000 installs — Prepares automated defect synthesis pipelines for optical quality inspection. - [physical-ai-video-data-augmentation](https://affpapa.org/en/nevibecode/skills/physical-ai-video-data-augmentation.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 2000 installs — Runs the video augmentation and auto-labeling loop on OSMO, from picking a flow and preflight checks to monitoring and pulling outputs. - [alphaear-sentiment](https://affpapa.org/en/nevibecode/skills/alphaear-sentiment.md) — skill · RKiding · Claude Code, Codex, Cursor +3 · 645 installs — Financial sentiment analysis skill using local FinBERT or LLM inference. - [agentforce-d360-analyze](https://affpapa.org/en/nevibecode/skills/agentforce-d360-analyze.md) — skill · forcedotcom · Claude Code, Codex, Cursor +3 · 5300 installs — Reconstructs Agentforce sessions from Salesforce Data Cloud audit logs. - [observability-llm-obs](https://affpapa.org/en/nevibecode/skills/observability-llm-obs.md) — skill · elastic · Claude Code, Codex, Cursor +3 · 3900 installs — Reads LLM telemetry that already sits in Elastic and answers questions about latency, errors, token spend, guardrail hits and agent call chains. - [interview-cheatsheet](https://affpapa.org/en/nevibecode/skills/interview-cheatsheet.md) — skill · wanshuiyin · Claude Code, Codex, Cursor +3 · 359 installs — Creates long-form Chinese interview cheat sheets on ML and LLM topics, complete with formulas, PyTorch code, and 25 questions. - [write-judge-prompt](https://affpapa.org/en/nevibecode/skills/write-judge-prompt.md) — skill · ai-evals-course · Claude Code, Codex, Cursor +3 · 1100 installs — Walks you through one binary Pass/Fail LLM-as-Judge evaluator for a subjective failure mode: tone, faithfulness, relevance. - [validate-evaluator](https://affpapa.org/en/nevibecode/skills/validate-evaluator.md) — skill · ai-evals-course · Claude Code, Codex, Cursor +3 · 1100 installs — This skill checks whether an LLM judge agrees with expert labels and measures TPR/TNR on a held-out set. - [agents-get-started](https://affpapa.org/en/nevibecode/skills/agents-get-started.md) — skill · aws-agentcore · Claude Code, Codex, Cursor +3 · 2000 installs — Helps developers bootstrap agents on AWS AgentCore: pick the right framework, scaffold project files, and prepare the first run. - [exa-web-search-free](https://affpapa.org/en/nevibecode/skills/exa-web-search-free.md) — skill · sundial-org · Claude Code, Codex, Cursor +3 · 2800 installs — Adds Exa search through MCP for web information, code examples, and company research. - [pgvector-semantic-search](https://affpapa.org/en/nevibecode/skills/pgvector-semantic-search.md) — skill · tigerdata · Claude Code, Codex, Cursor +3 · 938 installs — Configures AI agents to set up vector similarity search in PostgreSQL using pgvector. - [claude-real-video-for-agents](https://affpapa.org/en/nevibecode/skills/claude-real-video-for-agents.md) — skill · HUANGCHIHHUNGLeo · Claude Code, Codex, Cursor +3 · 507 installs — Extracts scene-aware keyframes, removes duplicates, and transcribes audio so coding agents can analyze video files. - [dynamo-troubleshoot](https://affpapa.org/en/nevibecode/skills/dynamo-troubleshoot.md) — skill · Dan Gil · Claude Code, Codex, Cursor +3 · 1900 installs — Sorts a broken Dynamo deployment into one problem class and hands you the next command. - [nemo-mbridge-recipe-recommender](https://affpapa.org/en/nevibecode/skills/nemo-mbridge-recipe-recommender.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1900 installs — A skill that picks a starting Megatron Bridge recipe for your model, GPU count and training goal, then helps you resize parallelism. - [launch-nemo-rl](https://affpapa.org/en/nevibecode/skills/launch-nemo-rl.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1900 installs — Playbook for launching, inspecting, and debugging NeMo-RL recipes on Kubernetes using the nrl-k8s CLI. - [nemo-mbridge-perf-memory-tuning](https://affpapa.org/en/nevibecode/skills/nemo-mbridge-perf-memory-tuning.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1900 installs — Helps diagnose GPU OOM failures in Megatron Bridge training and choose settings that reduce peak memory use. - [nemo-rl-auto-research](https://affpapa.org/en/nevibecode/skills/nemo-rl-auto-research.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1900 installs — Automates hypothesis testing and training loops in NeMo-RL and NeMo-gym. - [nemo-automodel-launcher-config](https://affpapa.org/en/nevibecode/skills/nemo-automodel-launcher-config.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1900 installs — Configures NeMo AutoModel launches for interactive runs, Slurm clusters, and SkyPilot. - [nemo-automodel-model-onboarding](https://affpapa.org/en/nevibecode/skills/nemo-automodel-model-onboarding.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 1900 installs — Walks you through adding a new model architecture to NeMo AutoModel, from reading config.json to registering the class and writing tests. Next: https://affpapa.org/en/nevibecode/skills/topic/ai-ml.md?page=25 ## 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