# Skills for AI and ML Skills for AI and ML: what each one does, an install command and example prompts. 2465 cards · page 31 of 62 - HTML: https://affpapa.org/en/nevibecode/skills/topic/ai-ml?page=31 - Instructions for agents: https://affpapa.org/en/nevibecode/agents.md - [nvidia-skill-finder](https://affpapa.org/en/nevibecode/skills/nvidia-nvidia-skill-finder.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 838 installs — A router skill that checks the live NVIDIA catalog and points you to the right skill for a GPU or SDK task. - [wasm-compatibility](https://affpapa.org/en/nevibecode/skills/wasm-compatibility.md) — skill · marimo-team · Claude Code, Codex, Cursor +3 · 3000 installs — Checks whether a marimo notebook can run in the browser through WebAssembly, and reports what breaks. - [editor](https://affpapa.org/en/nevibecode/skills/editor.md) — skill · diffusionstudio · Claude Code, Codex, Cursor +3 · 1800 installs — Analyzes video, audio, and images, generates AI media, and builds video compositions using Diffusion Studio. - [qiaomu-novel-generator](https://affpapa.org/en/nevibecode/skills/qiaomu-novel-generator.md) — skill · joeseesun · Claude Code, Codex, Cursor +3 · 589 installs — A skill that turns a theme, character or draft into a complete Chinese short story with a hook on the first page. - [runpod-templates](https://affpapa.org/en/nevibecode/skills/runpod-templates.md) — skill · runpod · Claude Code, Codex, Cursor +3 · 10100 installs — A skill that finds official Runpod Pod templates, explains their ports and autostart, and repairs model metadata in ComfyUI workflows. - [perplexity-search](https://affpapa.org/en/nevibecode/skills/perplexity-search.md) — skill · parcadei · Claude Code, Codex, Cursor +3 · 524 installs — Runs Perplexity AI web search, deep research, and chain-of-thought reasoning directly from the agent terminal. - [ai-image-generator](https://affpapa.org/en/nevibecode/skills/ai-image-generator.md) — skill · jezweb · Claude Code, Codex, Cursor +3 · 1400 installs — A skill that tells your agent which Gemini or Claude model to pick and how to build prompts in five parts. - [qdrant-search-quality](https://affpapa.org/en/nevibecode/skills/qdrant-search-quality.md) — skill (official GitHub) · github · GitHub Copilot · 61 installs — Diagnoses why Qdrant returns irrelevant matches and points to ways to improve search quality. - [qdrant-scaling](https://affpapa.org/en/nevibecode/skills/qdrant-scaling.md) — skill (official GitHub) · github · GitHub Copilot · 61 installs — Guides Qdrant scaling decisions across data volume, query throughput, latency, and result payload sizes. - [qdrant-performance-optimization](https://affpapa.org/en/nevibecode/skills/qdrant-performance-optimization.md) — skill (official GitHub) · github · GitHub Copilot · 61 installs — This skill maps Qdrant performance work across search speed, index building, and memory use. - [qdrant-model-migration](https://affpapa.org/en/nevibecode/skills/qdrant-model-migration.md) — skill (official GitHub) · github · GitHub Copilot · 61 installs — This skill guides Qdrant embedding-model migrations without taking search offline. - [qdrant-deployment-options](https://affpapa.org/en/nevibecode/skills/qdrant-deployment-options.md) — skill (official GitHub) · github · GitHub Copilot · 61 installs — Guides the choice between Qdrant deployment types based on latency, operational overhead, and data residency needs. - [mojo-python-interop](https://affpapa.org/en/nevibecode/skills/mojo-python-interop.md) — skill · modular · Claude Code, Codex, Cursor +3 · 2600 installs — A skill that keeps your agent on current Mojo syntax when the code calls Python or exposes Mojo types to it. - [mojo-gpu-fundamentals](https://affpapa.org/en/nevibecode/skills/mojo-gpu-fundamentals.md) — skill · modular · Claude Code, Codex, Cursor +3 · 2600 installs — Guidance for coding agents writing Mojo code for NVIDIA, AMD, and Apple silicon accelerators. - [pp-firecrawl](https://affpapa.org/en/nevibecode/skills/pp-firecrawl.md) — skill · Hiten Shah · Claude Code, Codex, Cursor +3 · 610 installs — Drives the Firecrawl CLI for web scraping, crawling, and LLM data extraction. - [getting-started](https://affpapa.org/en/nevibecode/skills/getting-started.md) — skill · crewAIInc · Claude Code, Codex, Cursor +3 · 8300 installs — Picks the right CrewAI abstraction and scaffolds a project through the CLI instead of by hand. - [qdrant-monitoring](https://affpapa.org/en/nevibecode/skills/qdrant-monitoring.md) — skill (official GitHub) · github · GitHub Copilot · 60 installs — Guides Qdrant observability setup and incident diagnostics through metrics. - [oci](https://affpapa.org/en/nevibecode/skills/oci.md) — skill · oracle · Claude Code, Codex, Cursor +3 · 514 installs — An Oracle Cloud Infrastructure skill: designs OKE clusters, walks through Kubernetes incidents, and covers OCI Functions and Generative AI services. - [qdrant-search-quality](https://affpapa.org/en/nevibecode/skills/qdrant-qdrant-search-quality.md) — skill · qdrant · Claude Code, Codex, Cursor +3 · 1800 installs — A skill that walks through why Qdrant search returns junk and points at the real culprit: the embedding model, the data, or the config. - [math-reasoning](https://affpapa.org/en/nevibecode/skills/math-reasoning.md) — skill · lingzhi227 · Claude Code, Codex, Cursor +3 · 2200 installs — Derives equations, writes proofs, formalizes research problems, and produces publication-ready LaTeX markup for research papers. - [design-agent](https://affpapa.org/en/nevibecode/skills/design-agent.md) — skill · crewAIInc · Claude Code, Codex, Cursor +3 · 8300 installs — Teaches your AI assistant how to configure CrewAI agents: define roles, set goals and backstories, assign tools, and adjust execution limits without token waste. - [context-engineering](https://affpapa.org/en/nevibecode/skills/mrgoonie-context-engineering.md) — skill · mrgoonie · Claude Code, Codex, Cursor +3 · 496 installs — Guides LLM agent context design, token compaction, and memory isolation to prevent attention degradation during long runs. - [design-task](https://affpapa.org/en/nevibecode/skills/design-task.md) — skill · crewAIInc · Claude Code, Codex, Cursor +3 · 8100 installs — A skill for designing and debugging CrewAI tasks. - [watch](https://affpapa.org/en/nevibecode/skills/diffusionstudio-watch.md) — skill · diffusionstudio · Claude Code, Codex, Cursor +3 · 1700 installs — Answers questions about a video or audio file, summarizes it, locates scenes and pulls quotes with timestamps. - [prompt-engineering](https://affpapa.org/en/nevibecode/skills/giuseppe-trisciuoglio-prompt-engineering.md) — skill · giuseppe-trisciuoglio · Claude Code, Codex, Cursor +3 · 3900 installs — This skill helps write, debug, and test LLM prompts. - [implement-paper](https://affpapa.org/en/nevibecode/skills/implement-paper.md) — skill · marimo-team · Claude Code, Codex, Cursor +3 · 2700 installs — Walks through a research paper with you and builds a focused interactive marimo notebook from the part you care about. - [braintrust-tracing](https://affpapa.org/en/nevibecode/skills/braintrust-tracing.md) — skill · parcadei · Claude Code, Codex, Cursor +3 · 495 installs — This skill explains how Claude Code sessions are traced in Braintrust and how to investigate sub-agent traces. - [deepstream-generate-pipeline](https://affpapa.org/en/nevibecode/skills/deepstream-generate-pipeline.md) — skill · NVIDIA · Claude Code, Codex, Cursor +3 · 771 installs — Builds gst-launch-1.0 commands for DeepStream from a described task. - [math-router](https://affpapa.org/en/nevibecode/skills/math-router.md) — skill · parcadei · Claude Code, Codex, Cursor +3 · 493 installs — The skill maps a math request to an exact CLI command and returns it as JSON. - [citation-management](https://affpapa.org/en/nevibecode/skills/lingzhi227-citation-management.md) — skill · lingzhi227 · Claude Code, Codex, Cursor +3 · 2100 installs — A skill that keeps citations in a LaTeX paper in order: harvests missing references via Semantic Scholar, validates cite keys against .bib, and formats the bibliography. - [skill-upgrader](https://affpapa.org/en/nevibecode/skills/skill-upgrader.md) — skill · parcadei · Claude Code, Codex, Cursor +3 · 489 installs — Converts a SKILL.md into the Decision Theory v5 Hybrid format with four agents. - [postgres-hybrid-text-search](https://affpapa.org/en/nevibecode/skills/postgres-hybrid-text-search.md) — skill · tigerdata · Claude Code, Codex, Cursor +3 · 372 installs — Teaches AI agents how to combine BM25 keyword matching with pgvector semantic retrieval using Reciprocal Rank Fusion in PostgreSQL. - [paddleocr-text-recognition](https://affpapa.org/en/nevibecode/skills/paddleocr-text-recognition.md) — skill · Aidenwu0209 · Claude Code, Codex, Cursor +3 · 4000 installs — Extracts machine-readable text line by line from screenshots, scans, and PDFs via PaddleOCR. - [spring-ai-mcp-server-patterns](https://affpapa.org/en/nevibecode/skills/spring-ai-mcp-server-patterns.md) — skill · giuseppe-trisciuoglio · Claude Code, Codex, Cursor +3 · 3800 installs — A skill with Spring Boot and Spring AI patterns for MCP servers: @Tool handlers, prompt templates, and stdio, HTTP or SSE transports. - [chunking-strategy](https://affpapa.org/en/nevibecode/skills/chunking-strategy.md) — skill · giuseppe-trisciuoglio · Claude Code, Codex, Cursor +3 · 3800 installs — Configures document chunking workflows and overlap for RAG pipelines and vector search. - [agentica-claude-proxy](https://affpapa.org/en/nevibecode/skills/agentica-claude-proxy.md) — skill · parcadei · Claude Code, Codex, Cursor +3 · 483 installs — A guide to wiring the Agentica SDK to the Claude CLI through a proxy, so agents can use file tools and you can trace permission errors and hallucinations. - [new-modular-project](https://affpapa.org/en/nevibecode/skills/new-modular-project.md) — skill · modular · Claude Code, Codex, Cursor +3 · 2400 installs — Initializes fresh Mojo or MAX projects using pixi or uv package managers. - [deepstream-profile-pipeline](https://affpapa.org/en/nevibecode/skills/deepstream-profile-pipeline.md) — skill · NVIDIA CORPORATION · Claude Code, Codex, Cursor +3 · 750 installs — Profiles DeepStream pipelines with Nsight Systems to tune configs from benchmark data. - [reference-sdk](https://affpapa.org/en/nevibecode/skills/reference-sdk.md) — skill · parcadei · Claude Code, Codex, Cursor +3 · 480 installs — Inspects reference SDK implementations through the btca utility to guide feature development, error handling, and multi-provider code patterns. - [llm-application-dev](https://affpapa.org/en/nevibecode/skills/llm-application-dev.md) — skill · MoizIbnYousaf · Claude Code, Codex, Cursor +3 · 462 installs — A skill for building LLM-powered features: prompt patterns, a RAG pipeline, API calls and retry handling. Next: https://affpapa.org/en/nevibecode/skills/topic/ai-ml.md?page=32 ## 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