# Skills for AI and ML Skills for AI and ML: what each one does, an install command and example prompts. 2385 cards · page 35 of 60 - HTML: https://affpapa.org/en/nevibecode/skills/topic/ai-ml?page=35 - Instructions for agents: https://affpapa.org/en/nevibecode/agents.md - [tooluniverse-drug-drug-interaction](https://affpapa.org/en/nevibecode/skills/tooluniverse-drug-drug-interaction.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 452 installs — Works through drug-drug interactions: mechanism, severity, a 0–100 risk score and what to do about the prescription. - [video-character-design](https://affpapa.org/en/nevibecode/skills/video-character-design.md) — skill · agentara · Claude Code, Codex, Cursor +3 · 353 installs — Creates character design sheets and markdown specs for storyboards and AI video. - [video-to-music](https://affpapa.org/en/nevibecode/skills/video-to-music.md) — skill · sonilo-ai · Claude Code, Codex, Cursor +3 · 1500 installs — Scores finished videos with original music using Sonilo, matching cuts and pacing. - [verify-agent-action](https://affpapa.org/en/nevibecode/skills/verify-agent-action.md) — skill (official GitHub) · github · GitHub Copilot · 29 installs — Audits proposed AI agent actions, deployments, and approvals before execution. - [foundry-hosted-agent-copilotkit](https://affpapa.org/en/nevibecode/skills/foundry-hosted-agent-copilotkit.md) — skill (official GitHub) · github · GitHub Copilot · 29 installs — Connects a CopilotKit React frontend to a Microsoft Agent Framework agent in Microsoft Foundry via the AG-UI protocol. - [cargo-ai](https://affpapa.org/en/nevibecode/skills/cargo-ai.md) — skill · getcargo · Claude Code, Codex, Cursor +3 · 10000 installs — Manage Cargo agents from the CLI: create them, configure prompts and models, attach knowledge, and deploy releases. - [data-scientist](https://affpapa.org/en/nevibecode/skills/borghei-data-scientist.md) — skill · borghei · Claude Code, Codex, Cursor +3 · 440 installs — Structures machine learning workflows, feature engineering, and A/B test design. - [tooluniverse-disease-research](https://affpapa.org/en/nevibecode/skills/tooluniverse-disease-research.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 437 installs — Builds a cited disease report covering genetics, pathways, drugs and clinical trials. - [tooluniverse-systems-biology](https://affpapa.org/en/nevibecode/skills/tooluniverse-systems-biology.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 433 installs — A skill for pathway and systems biology work: enrichment on a gene list, protein-to-pathway mapping, SBML model search. - [tooluniverse-protein-structure-retrieval](https://affpapa.org/en/nevibecode/skills/tooluniverse-protein-structure-retrieval.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 433 installs — Retrieves and evaluates protein structures across RCSB PDB, PDBe, AlphaFold, and SWISS-MODEL. - [arize-evaluator](https://affpapa.org/en/nevibecode/skills/arize-arize-evaluator.md) — skill · arize · Claude Code, Codex, Cursor +3 · 3100 installs — A skill for Arize evaluator workflows: build an LLM judge or a deterministic code evaluator, then run it over spans and experiments. - [eu-ai-act-reviewer](https://affpapa.org/en/nevibecode/skills/eu-ai-act-reviewer.md) — skill · bencium · Claude Code, Codex, Cursor +3 · 762 installs — Reviews user journeys, public content and codebases for provisions of the EU AI Act that may apply. - [assistant-ui](https://affpapa.org/en/nevibecode/skills/assistant-ui.md) — skill · assistant-ui · Claude Code, Codex, Cursor +3 · 7200 installs — Guides AI chat interface development in React: package selection, runtime adapters, and state architecture for assistant-ui. - [tooluniverse-network-pharmacology](https://affpapa.org/en/nevibecode/skills/tooluniverse-network-pharmacology.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 429 installs — Builds and analyses compound-target-disease networks to find drug repurposing candidates and explain mechanism through network metrics. - [google-image-search](https://affpapa.org/en/nevibecode/skills/google-image-search.md) — skill · glebis · Claude Code, Codex, Cursor +3 · 643 installs — Searches and downloads images using the Google Custom Search API, scoring candidates with heuristics and LLM selection. - [ai-ui-patterns](https://affpapa.org/en/nevibecode/skills/ai-ui-patterns.md) — skill · patterns.dev · Claude Code, Codex, Cursor +3 · 2000 installs — A skill that tells your agent how to build React chat interfaces: streaming responses, conversation state, error handling. - [tooluniverse-precision-oncology](https://affpapa.org/en/nevibecode/skills/tooluniverse-precision-oncology.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 424 installs — Turns a molecular profile into treatment options: approved and investigational drugs, resistance mechanisms, matching trials, each with an evidence level. - [cx-ai-center](https://affpapa.org/en/nevibecode/skills/cx-ai-center.md) — skill · coralogix · Claude Code, Codex, Cursor +3 · 2300 installs — Answers questions about your AI apps and agents — what users ask, what tokens cost, which guardrails fired. - [chatbot-flow-design](https://affpapa.org/en/nevibecode/skills/chatbot-flow-design.md) — skill · rampstackco · Claude Code, Codex, Cursor +3 · 339 installs — Designs conversational flows, intent architectures, and fallback logic for website bots. - [arize-ai-provider-integration](https://affpapa.org/en/nevibecode/skills/arize-arize-ai-provider-integration.md) — skill · arize · Claude Code, Codex, Cursor +3 · 3000 installs — The skill manages Arize AI integrations: it creates, reads, updates and deletes the stored LLM provider credentials that evaluators rely on. - [arize-link](https://affpapa.org/en/nevibecode/skills/arize-arize-link.md) — skill · arize · Claude Code, Codex, Cursor +3 · 3100 installs — Generates deep links to projects, traces, sessions, and datasets in the Arize UI. - [tooluniverse-chemical-compound-retrieval](https://affpapa.org/en/nevibecode/skills/tooluniverse-chemical-compound-retrieval.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 417 installs — This skill pulls chemical compound data from PubChem and ChEMBL: names, SMILES, InChI, CID, properties and bioactivity. - [video-processing-editing](https://affpapa.org/en/nevibecode/skills/video-processing-editing.md) — skill · curiositech · Claude Code, Codex, Cursor +3 · 1400 installs — A skill that has the agent cut, join and export video with FFmpeg commands: subtitles, audio, color grading, batch runs. - [llm-context](https://affpapa.org/en/nevibecode/skills/llm-context.md) — skill · brave · Claude Code, Codex, Cursor +3 · 1300 installs — Extracts web page text, tables, and code chunks via Brave Search API for LLM grounding. - [video-to-sfx](https://affpapa.org/en/nevibecode/skills/video-to-sfx.md) — skill · sonilo-ai · Claude Code, Codex, Cursor +3 · 1400 installs — This skill generates sound effects matched to what is on screen: footsteps, impacts, ambience, foley. - [text-to-sfx](https://affpapa.org/en/nevibecode/skills/text-to-sfx.md) — skill · sonilo-ai · Claude Code, Codex, Cursor +3 · 1400 installs — Generates standalone sound effects from text prompts using Sonilo. - [webmcpify](https://affpapa.org/en/nevibecode/skills/webmcpify.md) — skill (official GitHub) · github · GitHub Copilot · 27 installs — webmcpify maps a web app’s actions to WebMCP tools, then checks them in a browser. - [azure-architecture](https://affpapa.org/en/nevibecode/skills/azure-architecture.md) — skill · MicrosoftDocs · Claude Code, Codex, Cursor +3 · 413 installs — Get architecture guidance for Azure workloads, from choosing design patterns to finding reference solutions. - [tooluniverse-spatial-transcriptomics](https://affpapa.org/en/nevibecode/skills/tooluniverse-spatial-transcriptomics.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 408 installs — Runs spatial transcriptomics analysis on Visium, MERFISH, seqFISH and Slide-seq data: spatially variable genes, tissue domains and neighbourhood structure. - [tooluniverse-proteomics-analysis](https://affpapa.org/en/nevibecode/skills/tooluniverse-proteomics-analysis.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 408 installs — A skill for mass-spec proteomics: protein identification, quantification, differential expression and pathway enrichment. - [tooluniverse-rare-disease-diagnosis](https://affpapa.org/en/nevibecode/skills/tooluniverse-rare-disease-diagnosis.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 406 installs — Turns a patient phenotype into a ranked differential: HPO term matching, Orphanet and OMIM lookups, gene panel prioritization, ACMG variant interpretation. - [tooluniverse-rnaseq-deseq2](https://affpapa.org/en/nevibecode/skills/tooluniverse-rnaseq-deseq2.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 405 installs — A skill for RNA-seq differential expression with DESeq2, edgeR and limma-voom: DEG lists, fold changes and Venn sets across groups. - [tooluniverse-clinical-trial-matching](https://affpapa.org/en/nevibecode/skills/tooluniverse-clinical-trial-matching.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 404 installs — This skill turns a patient's molecular profile and clinical state into a ranked list of clinical trials with evidence tiers and match scores. - [cinematography](https://affpapa.org/en/nevibecode/skills/cinematography.md) — skill · fal-ai-community · Claude Code, Codex, Cursor +3 · 1100 installs — Builds production-grade visual prompts with specific camera movements, lenses, and lighting for the genmedia CLI. - [hive](https://affpapa.org/en/nevibecode/skills/hive.md) — skill · rllm-org · Claude Code, Codex, Cursor +3 · 557 installs — Runs an autonomous experiment loop on a shared task in a multi-agent swarm. - [tooluniverse-multi-omics-integration](https://affpapa.org/en/nevibecode/skills/tooluniverse-multi-omics-integration.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 398 installs — A skill that pulls several omics layers into one analysis: matches samples, runs cross-omics correlations, clusters patients and writes a report. - [tooluniverse-protein-therapeutic-design](https://affpapa.org/en/nevibecode/skills/tooluniverse-protein-therapeutic-design.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 398 installs — Guides AI-driven de novo protein design using RFdiffusion and ProteinMPNN. - [tooluniverse-drug-repurposing](https://affpapa.org/en/nevibecode/skills/tooluniverse-drug-repurposing.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 397 installs — A skill that hunts for new indications for approved drugs and ranks the candidates by strength of evidence. - [tooluniverse-sdk](https://affpapa.org/en/nevibecode/skills/tooluniverse-sdk.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 397 installs — Teaches your agent to write ToolUniverse Python SDK code: three calling patterns, batch runs and embedding-based tool search. - [tooluniverse-chemical-safety](https://affpapa.org/en/nevibecode/skills/tooluniverse-chemical-safety.md) — skill · mims-harvard · Claude Code, Codex, Cursor +3 · 396 installs — A skill that assesses chemical and drug toxicity by pulling hazard classifications, ADMET predictions, and gene-disease links into one report. Next: https://affpapa.org/en/nevibecode/skills/topic/ai-ml.md?page=36 ## 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) · [cli](https://affpapa.org/en/nevibecode/tag/cli.md) · [rag](https://affpapa.org/en/nevibecode/tag/rag.md) · [machine-learning](https://affpapa.org/en/nevibecode/tag/machine-learning.md) · [typescript](https://affpapa.org/en/nevibecode/tag/typescript.md) · [audio](https://affpapa.org/en/nevibecode/tag/audio.md) · [api](https://affpapa.org/en/nevibecode/tag/api.md) · [pytorch](https://affpapa.org/en/nevibecode/tag/pytorch.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. 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