Data and AI skills

10,086 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

deepseek-api

554

prakhargaba007/deepseek-agent-docs

Skill Claude CodeCodex

Reference guide for DeepSeek API integration, parameter specs, thinking mode, OpenAI/Anthropic SDK compatibility, FIM, tool calling, and code generation best practices.

not rated 4 changed 5d ago A 38 tokens original MIT

prompt-rewrite

555

jidechao/Prompt-Best-Practices

Skill Codex

Rewrite a weak or vague prompt into a strong one following the four-part framework (Goal / Context / Output / Boundaries) and six prompting principles. Output is a fixed four-section structure: diagnosis, rewritten prompt, change notes, and assumptions made. Use when the user provides an existing prompt (any language)…

not rated 4 1mo ago A 156 tokens

promptopskit

556

PredictabilityAtScale/promptopskit

Skill Claude CodeCodex

Guidance for creating and editing promptopskit prompt files, defaults, variables, and validation-safe templates.

not rated 4 1mo ago A 27 tokens

flash-attention

557

jstzwj/ai-infra-plugins

Skill Claude CodeCodex

The following reference files contain in-depth documentation for each component.

not rated 4 4mo ago A 0 tokens

project-osmos

558

microsoft/project-osmos

Skill Claude CodeCodex ✓ vendor

Use Project Osmos agents for Microsoft Fabric data engineering tasks that create or update notebooks, Spark code, Lakehouses, and OneLake resources. Triggers: "Project Osmos", "Fabric data engineering", "Spark Transform Notebook", "OneLake ETL", "Fabric Project Osmos".

not rated 4 changed 5d ago A 62 tokens

prompt-reframe

559

greyok00/slimtoken

Skill Claude CodeCodex

Tighten user prompts before they reach a model — strip conversational filler, drop fragments, dedupe sentences, rank by relevance, and compose a short, declarative system prompt that doesn't waste context. CPU-only, deterministic, dependency-free. Use it whenever a request is long, rambling, or covered in pleasantries…

not rated 4 today A 88 tokens original MIT

prompt-engineering

560

k-vaca/prompt-engineering-skill

Skill Claude CodeCodex

Write, review, and optimize professional prompts for large language models. Use this skill whenever the user asks to write, draft, design, improve, fix, debug, review, or optimize a prompt, system prompt, prompt template, meta-prompt, or agent instructions; asks why a prompt "isn't working" or gives inconsistent…

not rated 4 +1 1mo ago A 215 tokens original MIT

gpt-5-6-prompt-engine

561

wp-a/gpt-5.6-prompt-engine

Skill Codex

Use when creating, auditing, rewriting, debugging, migrating, or evaluating GPT-5.6 Sol, Terra, or Luna prompt layers, tool descriptions, agent briefs, or prompt stacks; choosing runtime configuration; or comparing controlled prompt candidates.

not rated 4 +1 1mo ago A 58 tokens original MIT

vision

562

visianlee/vision-mcp

Skill Claude CodeCodex

A vision bridge that sends images to supported visual-language services and returns text descriptions to a text-only model. It includes tools for image analysis, text extraction, image comparison, error screenshots, diagrams, and interface reviews.

not rated 4 +1 2mo ago A 80 tokens original MIT

autoevolve-worker

563

RightNow-AI/autoevolve

Skill Claude CodeCodex

Use this skill whenever asked to join an autoevolve run, evolve code toward a measured target, work an evolution population, mutate a candidate under EVOLVE-BLOCK rules, or report measured autoevolve progress and artifacts.

not rated 4 +1 1mo ago A 50 tokens original Apache-2.0

COAMS

564

quantDIY/GERP

Skill Claude CodeCodex

Content Operating and Management System (Markdown-Native CMS).

not rated 4 +1 5mo ago A 14 tokens original MIT

catalog-config

565

kedro-org/kedro-skills

Skill Claude CodeCodex

Kedro catalog configuration guidance for conf//.yml files. Use when adding datasets, editing catalog entries, setting up factories, or working with credentials and parameter interpolation.

not rated 4 +2 7d ago A 37 tokens original Apache-2.0

fabioc-aloha/Alex_Skill_Mall

Skill Claude CodeCodex

Analyze Power BI semantic models for column-level overlaps that confuse Copilot and Fabric data agents. Detect ambiguity, review with domain expert, apply fixes via MCP.

not rated 4 3d ago A 37 tokens original MIT

migrate

567

Bilal140202/the-lord-of-the-skills

Skill Claude CodeCodex

Migrate an application with hardcoded LLM prompts to a full LaunchDarkly AgentControl implementation in five stages: audit the code, wrap the call, move the tools, add tracking, attach evaluators. Use when the user wants to externalize model/prompt configuration, move from direct provider calls (OpenAI, Anthropic…

not rated 4 4d ago A 96 tokens original MIT

taosdata/agent-skills

Skill Claude CodeCodex

A tool for creating example time-series data and loading it into an IDMP system. It models assets such as equipment and their hierarchy, then produces configuration and simulated readings.

not rated 3 changed 3d ago A 64 tokens original MIT

hotin

569

abe238/hotinai

Skill Claude CodeCodex

Use when asked what is new, trending, hot, or worth using in AI right now - which repos, models, papers or launches matter this week, or whether a specific project is gaining traction. Answers from a ranked board with evidence instead of from training data or search-engine marketing.

not rated 3 2d ago A 60 tokens original Apache-2.0

ai-product-proposal

570

echoyu1025-a11y/ai-product-skills

Skill Claude CodeCodex

A planning guide for turning an AI product idea into a written product architecture. It organizes the idea around users, situations, capabilities, and data, then explains how information moves through the product.

not rated 3 2mo ago A 159 tokens original MIT

H-Ali13381/recursive-agent-improvement

Skill Claude CodeCodex

Use when an agent repeatedly fails at a narrow measurable subtask, the user wants a trainable specialist tool instead of more prompting, or the task needs an evaluator, reranker, classifier, detector, verifier, or small PyTorch model exposed to an agent.

not rated 3 3mo ago A 57 tokens original MIT

science-vibecoding

572

Liu-MingH/Scientific-research-SKILL

Skill Claude CodeCodex

Structured AI-assisted scientific code generation. 6 safety guards, 8 principles, 11 prompt templates. Grounded in Nature (2026).

not rated 3 2mo ago A 35 tokens original MIT

colab-mcp-server

573

DaneshSelwal/colab-mcp-server

Skill Claude CodeCodex

This repository exposes a headless Google Colab MCP server. Use it when you need an AI agent to control a live Colab notebook through MCP without browser automation.

not rated 3 6d ago A 0 tokens original Apache-2.0

prompt-pyramid

574

storyAura/lora-tagging-skills

Skill Claude CodeCodex

Reorder and purify scattered image-generation tags (Stable Diffusion, Flux, NovelAI, ComfyUI, WebUI, danbooru-style booru tags) into a single clean comma-separated prompt string built on a visual-weight pyramid. Use this skill PROACTIVELY whenever the user is writing or fixing a prompt for diffusion models — tags…

not rated 3 +1 1mo ago A 210 tokens original MIT

minimax-worldbuilder

575

Hearmeman24/minimax-worldbuilder

Skill Claude CodeCodex

Compose MiniMax-H3 video-with-native-audio prompts in H3's mandatory structured format — full-reference (Ref2VA) and text-to-video (T2VA) only. Use whenever the target model is MiniMax-H3: the user says MiniMax, MiniMax-H3, H3, ref2va / r2v / t2v, names a minimaxh3 checkpoint, or names the MiniMaxH3ReferenceToVideo /…

not rated 3 +1 1mo ago A 333 tokens

Ztsdut/ml-architecture-diagram-skill

Skill Claude CodeCodex

Create accurate, publication-ready, editable machine-learning and deep-learning architecture diagrams from model code, configuration files, model summaries, graph exports, or written specifications. Use for neural-network figures, architecture schematics, model block diagrams, training/inference diagrams, paper…

not rated 3 +1 29d ago A 95 tokens original MIT

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: