Data and AI skills

10,087 tagged Data and AI, measured the same way as everything else here.

Browse within: LLM 284agent 131agents 126agentic-ai 120cli 77skills 69machine-learning 60anthropic-claude 59coding-agents 58chatgpt 57javascript 56ai-scientist 55openai 53bioinformatics 44

training-hub

601

RobbieJ/training-hub-skills

Skill Claude CodeCodex

Fine-tune LLMs using Red Hat training-hub library with SFT, LoRA, and OSFT algorithms. Use when preparing JSONL datasets, running training jobs, configuring hardware, scaling to clusters, evaluating models, or deploying with vLLM.

not rated 2 9mo ago A 57 tokens original Apache-2.0

caliper

602

zhengbowenai-cmd/caliper

Skill Claude Code

Statistically test whether a prompt or SKILL.md change is actually better than the old version. Use when the user asks to compare two prompts, A/B test a prompt change, check if a recent edit really improved things, find rule conflicts in a long prompt, or identify which sections of a prompt are pulling weight.…

not rated 2 2mo ago A 93 tokens original MIT

kimtth/azure-ml-finetuning-eval-skills

Skill Claude CodeCodex

Evaluate generative AI applications and models locally or in the cloud using Azure AI Evaluation SDK. Measure quality, safety, and performance with built-in and custom evaluators.

not rated 2 9mo ago A 40 tokens

gemini-vision

604

zouerdong/gemini-vision

Skill Claude CodeCodex

A bridge to Google's Gemini service that lets a coding agent analyze images, videos, and audio when its main model cannot handle those formats directly.

not rated 2 23d ago A 143 tokens original MIT

ai-readiness

605

Nordic-AI/production-readiness-skills

Skill Claude CodeCodex

Production readiness review for applications incorporating AI / ML — covering classical ML models, generative models, LLM-powered applications, RAG systems, and agentic workflows. Checks AI system inventory, EU AI Act classification, training data governance, model supply chain, evaluation harness, prompt injection…

not rated 2 4mo ago A 160 tokens original Apache-2.0

prompt-engineering

606

kongyo2/prompt-engineering-skill

Skill Claude CodeCodex

Comprehensive prompt engineering framework for designing, optimizing, and iterating LLM prompts. This skill should be used when users request prompt creation, optimization, or improvement for any LLM task, or when users need help translating vague requirements into effective prompts through collaborative dialogue and…

not rated 2 10mo ago A 60 tokens

prompt-architect

607

ciaransaunders/Skills-Public

Skill Claude CodeCodex

Create and optimize reusable prompt templates for AI assistants and autonomous agents. Use when user says "make a prompt for this task", "improve this prompt", "write a prompt template", "create a prompt for [task]", "optimize this prompt", or requests help designing instructions for LLMs or agents. Also trigger when…

not rated 2 2mo ago A 198 tokens original MIT

encargo

608

stgomoyaa/encargo

Skill Claude CodeCodex

Use when a raw prompt needs rewriting or sharpening, when the user says "rewrite this prompt", "make this prompt better", or asks for a prompt to hand to another agent. Also use before launching any autonomous, long-running, parallel or expensive run (/loop, subagent fan-out, worktrees, overnight work), and whenever a…

not rated 2 1mo ago A 105 tokens original MIT

nexus-edge-deployer

609

Shuwanito/SkillsMP

Skill Claude Code

Deploy 1-bit quantized AI models on cheap VPS for Agent-as-a-Service. Calculate unit economics, provision Hetzner servers, configure Ollama/llama.cpp inference, and manage multi-tenant agent fleets with 98% margins.

not rated 2 1mo ago A 55 tokens

prompt-creator

610

weiambt/prompt-creator-skill

Skill Claude CodeCodex

A Chinese-language skill for creating prompts, including analysing requirements, asking follow-up questions, applying prompt structures, and producing multiple versions.

not rated 2 4mo ago A 45 tokens

artnebo/cinematic-frame-director

Skill Claude CodeCodex

Turn a user's idea, scene description, or mood into ONE production-grade cinematic still-image prompt in English for text-to-image models (Seedream, Midjourney, Flux, DALL-E, or any image generator). Use this skill whenever the user asks for an image prompt, a cinematic frame, a "movie still" look, a photorealistic…

not rated 2 1mo ago A 156 tokens original MIT

esm2

612

naity/FM4Life

Skill Claude CodeCodex

Skill for working with ESM2 protein language models from Meta FAIR. Use this skill whenever the user wants to generate protein embeddings or representations, score variant effects or predict mutation fitness, run contact prediction, or use ESMFold for structure prediction. Also trigger when the user mentions ESM2…

not rated 2 5mo ago A 86 tokens original MIT

gemmamatch

613

walex8925/Gemma4local

Skill Claude CodeCodex

Auto-detect hardware and recommend the best Gemma 4 model for local deployment on PC, Mac, or mobile.

not rated 2 5mo ago A 28 tokens

prompt-engineering

614

ZHOUCOOKIE/prompt-engineering-skill

Skill Claude CodeCodex

Writes, rewrites, reviews, and audits prompts and system prompts using Anthropic's current official guidance, and selects the right model and effort level for the task before drafting. Use when the user asks to write a prompt, improve or fix a prompt, design a system prompt, or check a prompt before running a task …

not rated 2 1mo ago A 212 tokens

tabular-ml-lab

615

howardxie-dev/ml-agent-skills

Skill Codex

Use when the user wants to use an LLM coding agent such as Codex or Claude Code to run a reproducible machine learning workflow on tabular CSV data, including data profiling, leakage checks, binary classification baselines, evaluation metrics, threshold reports, model cards, and final reports.

not rated 2 3mo ago A 65 tokens original MIT

data-fetcher-pipeline

617

zyadmad56-spec/data-fetcher-pipeline

Skill Claude CodeCodex

Executes an automated data retrieval pipeline connecting to Kaggle, OpenML, SEC EDGAR, and FRED to extract raw datasets for machine learning and data engineering workloads. Use when a user needs to fetch, download, or search for raw datasets, market data, or macro-economic statistics.

not rated 2 2mo ago A 64 tokens original MIT

artificial-analysis

618

mrloldev/artificial-analysis-skill

Skill Claude Code

Pick the right LLM or media model for a task, backed by live benchmark data from artificialanalysis.ai. Use when the user asks "which model should I use for X", "what's the best/fastest/cheapest model", "compare model A vs B", "model leaderboard", or anything about model intelligence / speed / price / context /…

not rated 2 4mo ago A 154 tokens original MIT

data-analysis

619

furkangonel/cowrangler

Skill Claude CodeCodex

Structured data analysis workflow from raw data to shareable insights.

not rated 2 3d ago A 15 tokens original MIT

robot-resources

620

robot-resources/skills

Skill Claude CodeCodex

Reduce LLM API costs by 60-90% with intelligent local routing + compress web content by 70-80% with token-optimized scraping. Free, runs locally, no markup. Two tools: Router (routes each prompt to cheapest capable model across OpenAI, Anthropic, Google) and Scraper (web pages to clean markdown with token counts). Use…

not rated 2 4mo ago A 141 tokens original MIT

gop

621

DeAI1227/God-Of-Prompt

Skill Codex

Use when a user wants a rough product, assistant, agent, chatbot, workflow, or business requirement converted into a visible expert-grade XML system prompt and immediately executed without waiting for approval.

not rated 2 1mo ago A 40 tokens original MIT

dify-agent-builder

622

xxzxzmai-droid/dify-builder-skills

Skill Codex

A generator for Dify Chatflow agents. Dify is a platform for building AI chatbots and workflows, and a Chatflow is one of its configurable agent flows.

not rated 2 3mo ago A 182 tokens

FrancyJGLisboa/detect-ai-value-mode

Skill Claude CodeCodex

Analyse a codebase to determine which of the four AI product value modes it embodies — Amplifier, Substitute, Job Creator, or Democratiser — and produce a sober, evidence-grounded verdict report in plain prose (Unicode text only, no emojis). Use this skill when the user wants to understand the strategic positioning or…

not rated 2 3mo ago A 190 tokens

content-to-prompt

624

TravorShelby/content-to-prompt

Skill Claude CodeCodex

A guide for turning reference material into reusable prompts and content systems for images, videos, social posts, and other creative work.

not rated 2 2mo ago A 130 tokens original MIT

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