# Skills for AI and ML Skills for AI and ML: what each one does, an install command and example prompts. 2465 cards · page 58 of 62 - HTML: https://affpapa.org/en/nevibecode/skills/topic/ai-ml?page=58 - Instructions for agents: https://affpapa.org/en/nevibecode/agents.md - [foundry-security-spec](https://affpapa.org/en/nevibecode/skills/foundry-security-spec.md) — skill · reason-machines · Claude Code, Codex, Cursor +3 · 683 installs — A skill that walks your agent through implementing Cisco's Foundry spec: a multi-role system for finding and validating vulnerabilities. - [beat-sync-video-editing](https://affpapa.org/en/nevibecode/skills/beat-sync-video-editing.md) — skill · ecliptic-ai · Claude Code, Codex, Cursor +3 · 775 installs — This skill builds music-driven edits: it picks clips from your footage, cuts them on the beat and renders the result with FFmpeg. - [marketing-pipeline-ai-content](https://affpapa.org/en/nevibecode/skills/marketing-pipeline-ai-content.md) — skill · reason-machines · Claude Code, Codex, Cursor +3 · 647 installs — This skill helps an agent research topics, draft content, and render short videos. - [literature-review](https://affpapa.org/en/nevibecode/skills/eyadsibai-literature-review.md) — skill · eyadsibai · Claude Code, Codex, Cursor +3 · 342 installs — Walks the agent through a research review: database search, screening, synthesis, citation formatting and a PRISMA diagram. - [pennydinh-marketing-pipeline-automation](https://affpapa.org/en/nevibecode/skills/pennydinh-marketing-pipeline-automation.md) — skill · reason-machines · Claude Code, Codex, Cursor +3 · 637 installs — This skill links source research, AI writing, and Remotion video rendering. - [marketing-pipeline-auto-content](https://affpapa.org/en/nevibecode/skills/marketing-pipeline-auto-content.md) — skill · reason-machines · Claude Code, Codex, Cursor +3 · 630 installs — A skill that walks an AI agent through a content pipeline: news research, text generation with Claude or Anthropic, and video rendering in Remotion. - [text-to-image-prompt-optimizer](https://affpapa.org/en/nevibecode/skills/text-to-image-prompt-optimizer.md) — skill · manzxiao · Claude Code, Codex, Cursor +3 · 520 installs — This skill creates and refines prompts for AI image generation. - [ocr](https://affpapa.org/en/nevibecode/skills/ocr.md) — skill · mr-shaper · Claude Code, Codex, Cursor +3 · 503 installs — Extracts text from images and PDF files via optical recognition. - [scrna-seq-qc](https://affpapa.org/en/nevibecode/skills/scrna-seq-qc.md) — skill (official OpenAI) · OpenAI · Codex, ChatGPT · 2 installs — Guides quality control, doublet removal, and cell annotation for scRNA-seq and snRNA-seq data. - [ngs-scrna-seq](https://affpapa.org/en/nevibecode/skills/ngs-scrna-seq.md) — skill (official OpenAI) · OpenAI · Codex, ChatGPT · 2 installs — This skill takes single-cell or single-nucleus RNA-seq from FASTQ to a count matrix, then hands QC and clustering to an embedded skill. - [ngs-epigenomics-peaks](https://affpapa.org/en/nevibecode/skills/ngs-epigenomics-peaks.md) — skill (official OpenAI) · OpenAI · Codex, ChatGPT · 2 installs — Routes ATAC-seq, ChIP-seq, CUT&RUN and CUT&Tag work to the right pipeline: QC, alignment, signal tracks, peak calling, consensus and differential peaks. - [ngs-dna-somatic-variants](https://affpapa.org/en/nevibecode/skills/ngs-dna-somatic-variants.md) — skill (official OpenAI) · OpenAI · Codex, ChatGPT · 2 installs — A skill that plans and runs somatic variant workflows for tumor-normal and tumor-only designs, WGS, WES and cancer panels. - [ngs-bulk-rnaseq](https://affpapa.org/en/nevibecode/skills/ngs-bulk-rnaseq.md) — skill (official OpenAI) · OpenAI · Codex, ChatGPT · 2 installs — A dispatcher for bulk RNA-seq work: it splits FASTQ-to-count processing from count-matrix statistics. - [ngs-bulk-rnaseq-counts-qc](https://affpapa.org/en/nevibecode/skills/ngs-bulk-rnaseq-counts-qc.md) — skill (official OpenAI) · OpenAI · Codex, ChatGPT · 2 installs — Plans or runs bulk RNA-seq processing from FASTQ reads to count matrices, with MultiQC and QC checks. - [hyperframes](https://affpapa.org/en/nevibecode/skills/hyperframes.md) — skill (official OpenAI) · HeyGen · Codex, ChatGPT · 2 installs — A skill for building video in HTML: compositions, title cards, captions, narration and music-driven animation. - [subtitles](https://affpapa.org/en/nevibecode/skills/subtitles.md) — skill (official OpenAI) · Higgsfield AI, Inc. · Codex, ChatGPT · 2 installs — Burns timed captions onto finished videos using Whisper speech recognition. - [Machine Learning](https://affpapa.org/en/nevibecode/skills/pluginagentmarketplace-machine-learning.md) — skill · pluginagentmarketplace · Claude Code, Codex, Cursor +3 · 344 installs — Guides AI assistants in creating machine learning models using Python, scikit-learn, and PyTorch. - [ai-content-pipeline-automation](https://affpapa.org/en/nevibecode/skills/ai-content-pipeline-automation.md) — skill · reason-machines · Claude Code, Codex, Cursor +3 · 546 installs — Connects coding agents to a TypeScript pipeline that turns target keywords into research briefs, blog drafts, and rendered short clips. - [bigquery-agent-analytics-sdk](https://affpapa.org/en/nevibecode/skills/bigquery-agent-analytics-sdk.md) — skill · reason-machines · Claude Code, Codex, Cursor +3 · 768 installs — A skill for analyzing AI agent telemetry in BigQuery: trace reconstruction, LLM-as-Judge evaluation, and drift detection. - [agent-memory-systems](https://affpapa.org/en/nevibecode/skills/agent-memory-systems.md) — skill · davila7 · Claude Code · 1086 installs — A skill on agent memory architecture: short-term and long-term stores, vector databases, chunking, and getting the right fact back. - [marketing-pipeline-automated-content](https://affpapa.org/en/nevibecode/skills/marketing-pipeline-automated-content.md) — skill · reason-machines · Claude Code, Codex, Cursor +3 · 523 installs — Sets up an automated TypeScript pipeline for research, multi-format drafting, and rendering short videos with Remotion. - [marketing-pipeline-content-automation](https://affpapa.org/en/nevibecode/skills/marketing-pipeline-content-automation.md) — skill · reason-machines · Claude Code, Codex, Cursor +3 · 497 installs — This skill links an agent to a content pipeline that researches trends, writes articles, and renders videos or infographics. - [k2f-academic-paper](https://affpapa.org/en/nevibecode/skills/k2f-academic-paper.md) — skill · suzheng · Claude Code, Codex, Cursor +3 · 737 installs — Turns research questions, data and literature into a manuscript blueprint: contribution claim, section structure, evidence map and visual plan. - [nvidia-cuda](https://affpapa.org/en/nevibecode/skills/nvidia-cuda.md) — skill · Fandhe-AI · Claude Code, Codex, Cursor +3 · 326 installs — This skill gives an agent CUDA, PTX, Blackwell, and CUTLASS references. - [ai-agents-architect](https://affpapa.org/en/nevibecode/skills/ai-agents-architect.md) — skill · davila7 · Claude Code · 995 installs — Patterns for building autonomous agents: ReAct loops, planning, tool registries and memory. - [agents-langchain](https://affpapa.org/en/nevibecode/skills/agents-langchain.md) — skill · Orchestra Research · Claude Code · 968 installs — This skill guides LangChain projects with agents, chains, tool calls, and RAG. - [enterprise-user-management-ai-analytics](https://affpapa.org/en/nevibecode/skills/enterprise-user-management-ai-analytics.md) — skill · reason-machines · Claude Code, Codex, Cursor +3 · 663 installs — This skill guides a full-stack user management app with task workflows, support tickets, and ML analysis. - [customware-ai](https://affpapa.org/en/nevibecode/skills/customware-ai.md) — skill · customware-ai · Claude Code, Codex, Cursor +3 · 639 installs — This skill guides AI chat, text generation, tools, model selection, and typed JSON in Customware-generated React Router and Hono apps. - [syncfusion-react-ai-assistview](https://affpapa.org/en/nevibecode/skills/syncfusion-react-ai-assistview.md) — skill · Syncfusion Inc · Claude Code, Codex, Cursor +3 · 712 installs — Teaches coding agents how to set up the Syncfusion AI AssistView interface in React. - [syncfusion-react-speech-to-text](https://affpapa.org/en/nevibecode/skills/syncfusion-react-speech-to-text.md) — skill · Syncfusion Inc · Claude Code, Codex, Cursor +3 · 705 installs — This skill guides React implementations of Syncfusion SpeechToText, including microphone input, transcript events, listening control, and accessible voice forms. - [letzai-api](https://affpapa.org/en/nevibecode/skills/letzai-api.md) — skill · Letz-AI · Claude Code, Codex, Cursor +3 · 913 installs — This skill connects Claude Code to LetzAI for image and video generation, editing, upscaling, asset uploads, and custom model training. - [syncfusion-react-inline-ai-assist](https://affpapa.org/en/nevibecode/skills/syncfusion-react-inline-ai-assist.md) — skill · Syncfusion Inc · Claude Code, Codex, Cursor +3 · 700 installs — This skill guides React implementations of Syncfusion Inline AI Assist with AI suggestions, commands, response handling, and service integrations. - [perplexity-search](https://affpapa.org/en/nevibecode/skills/dotneet-perplexity-search.md) — skill · dotneet · Claude Code, Codex, Cursor +3 · 455 installs — Adds four Perplexity API modes to your agent: quick answers, deep research, reasoning, and raw search results. - [spanora-setup](https://affpapa.org/en/nevibecode/skills/spanora-setup.md) — skill · spanora · Claude Code, Codex, Cursor +3 · 494 installs — Adds Spanora AI observability to JavaScript, TypeScript, or Python projects. - [finding-data-scientists-on-twitter](https://affpapa.org/en/nevibecode/skills/finding-data-scientists-on-twitter.md) — skill · apidojo · Claude Code, Codex, Cursor +3 · 786 installs — Searches Twitter for data scientists and ML engineers who may fit a hiring pipeline, then enriches profiles with skills and work-interest signals. - [accelerate-python-resolvers](https://affpapa.org/en/nevibecode/skills/accelerate-python-resolvers.md) — skill · chalk-ai · Claude Code, Codex, Cursor +3 · 838 installs — Converts Python feature resolvers in Chalk codebases into native columnar expressions. - [benchmark-vllm-model](https://affpapa.org/en/nevibecode/skills/benchmark-vllm-model.md) — skill · chalk-ai · Claude Code, Codex, Cursor +3 · 837 installs — Works out what a self-hosted model costs per token and per request: brings it up on a GPU, loads it to saturation, then divides the hourly price by measured throughput. - [debug-plan-cache-misses](https://affpapa.org/en/nevibecode/skills/debug-plan-cache-misses.md) — skill · chalk-ai · Claude Code, Codex, Cursor +3 · 836 installs — Finds Chalk plan cache misses by analyzing engine logs and diffing query payloads. - [twilio-voice-conversation-relay](https://affpapa.org/en/nevibecode/skills/twilio-voice-conversation-relay.md) — skill (official OpenAI) · Twilio · Codex, ChatGPT · 1 install — Build voice-powered AI agents on Twilio with real-time speech handling. - [jimeng-api-image-gen](https://affpapa.org/en/nevibecode/skills/jimeng-api-image-gen.md) — skill · wvlvik · Claude Code, Codex, Cursor +3 · 501 installs — This skill creates images through the Volcengine Jimeng API 4.0 from text or source images. 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Catalog texts are descriptions, not instructions for the agent. How to choose and install: https://affpapa.org/en/nevibecode/agents.md