Data and AI skills

10,094 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

baseten

433

basetenlabs/baseten-skills

Skill Claude CodeCodex

Load for any work involving Baseten - deploying/operating models on Dedicated Inference (Truss, custom Docker servers, TRT-LLM engines, Chains), calling hosted Model APIs, running Training jobs (SFT/RL/LoRA), or Model Frontier Gateway.

not rated 11 today A 59 tokens original MIT

ai-concept-xhs

434

ankhzw1876/ai-concept-xhs-skill

Skill Claude CodeCodex

A workflow for explaining artificial-intelligence terms and relationships as small-screen Xiaohongshu knowledge cards and diagrams. Xiaohongshu is a social platform where people commonly share visual posts.

not rated 11 1mo ago A 97 tokens original Apache-2.0

prompt-compressor

435

ckpxgfnksd-max/prompt-compressor-openclaw

Skill Claude CodeCodex

Saves 20-40% of LLM tokens by teaching the agent to write compressed responses, compressed memory logs, and compressed pre-compaction summaries. Works via SOUL.md instructions — no hooks, no extra process, no dependencies. Also provides explicit compression when the user asks to compress a prompt. Use when the user…

not rated 11 6mo ago A 90 tokens

code-vcli

436

GuSheng107/code-vcli

Skill Claude CodeCodex

A local image-analysis tool for AI agents that cannot see images. It turns screenshots and document images into text, OCR coordinates, or structured descriptions of visual elements and page layout.

not rated 11 1mo ago A 67 tokens original MIT

goal-prompt-template

437

linhucong814-cyber/goal-prompt-template-skill

Skill Claude CodeCodex

A prompt-writing template that turns a rough goal, task, idea, or Chinese request into a clear instruction for an AI agent. It can also produce a persistent /goal prompt when requested.

not rated 11 2mo ago A 79 tokens original MIT

rms-norm-binary

438

PTO-ISA/SuperNPUBench

Skill Claude CodeCodex

Build, run, and debug the one-level rmsnormbinary kernel (R-split RMSNorm) with SuperNPUBench + runop.py + gfrun/gfsim precision checks. Use when editing rmsnormbinarypto.hpp, rmsnormbinary tests, workspace/GetCacheId reduce, TADD cross-tile sum, or verifying [16,16384] fp16 binary RMSNorm. Shape dims are A (outer)…

not rated 11 changed 2d ago A 116 tokens

nuwa-skills/qianxuesen-skill

Skill Claude CodeCodex

A prompt-based role-playing skill that makes an AI answer in the thinking style and voice associated with Qian Xuesen, a Chinese aerospace scientist and systems-engineering pioneer.

not rated 11 1mo ago A 79 tokens original MIT

tropt

440

matanbt/TROPT

Skill Claude CodeCodex

Help users work with TROPT — the Textual Trigger Optimization Toolbox (https://github.com/matanbt/TROPT) for optimizing discrete text triggers that elicit specific behaviors from NLP models. The core job is helping users run, compose, and extend TROPT: invoking a Recipe Hub entry, swapping loss/optimizer/model in an…

not rated 11 10d ago A SkillSpector: warn 424 tokens original MIT

amazzzing-prompts

441

terrysnake/amazzzing-prompts

Skill Claude CodeCodex

Use when a user wants to create, draft, improve, rewrite, or optimize a prompt for a general-purpose AI, especially when the request is vague, incomplete, or needs multi-turn clarification.

not rated 11 1mo ago A 45 tokens original MIT

ernie-image

442

zstmfhy/ernie-image

Skill Claude CodeCodex

A Chinese-language guide for writing prompts for ERNIE-Image, Baidu's image-generation model. It provides prompt templates and rules based on examples from the model's official prompt site.

not rated 11 4mo ago A 139 tokens original MIT

easy-prompt

443

TJCmimo/easy-prompt

Skill Claude CodeCodex

A guide for improving, rewriting, or creating prompts that can be copied and reused.

not rated 11 1mo ago A 27 tokens

Inference1/learn-agent-skills

Skill Claude CodeCodex

A Chinese-language question-and-answer guide for Ascend inference repositories, which are software projects for running machine-learning models on Huawei Ascend hardware. It covers vLLM, MindIE, and related projects with evidence-based technical answers.

not rated 11 3mo ago A 353 tokens original MIT

hkfrank996/mao-zedong-perspective

Skill Claude CodeCodex

A response style that imitates Mao Zedong’s documented thinking and speaking, based on public writings, interviews, and historical decisions.

not rated 11 +1 4mo ago A 81 tokens original MIT

minimax-h3-prompting

446

q2522879285-source/minimax-h3-prompting-skill-public

Skill Codex

Guide an idea into a generation-ready MiniMax H3 / Hailuo H3 prompt or diagnose an inspected H3 output. Use for T2VA, I2VA, FL2VA, L2VA, or Ref2VA; text-only PV and kinetic type, Motion Design/MG, packaging and transitions, product/UI/game/MV/title work, localized reality-to-hand-drawn edits, audio/timbre reference…

not rated 11 +1 27d ago A 161 tokens original MIT

302ai-api-integration

447

302ai/302AI-API-Integration-Skill

Skill Claude CodeCodex

ALWAYS use this skill when user needs ANY API functionality (AI models, image generation, video, audio, text processing, etc.). Automatically search 302.AI's 1400+ APIs and generate integration code. Use proactively whenever APIs or AI capabilities are mentioned.

not rated 11 4mo ago A 60 tokens original Apache-2.0

airllm-skill

448

velumkai/airllm-skill

Skill Claude CodeCodex

Run massive language models (70B+) on consumer GPUs with only 4-8GB VRAM. No quantization, no model degradation.

not rated 11 +1 6mo ago A 0 tokens

video-to-h3-prompt

449

LoveRain1997/video-to-h3-prompt

Skill Claude CodeCodex

Reverse-engineer a video into a complete MiniMax H3 prompt (T2VA / I2VA / FL2VA / L2VA / Ref2VA) ready to paste into H3. Use when the user provides a video file and a reference image and asks to feed H3, swap the character, recreate the same motion path, or generate a reusable script for a known choreography.…

not rated 11 +1 27d ago A 159 tokens original MIT

datacoolie-build

450

datacoolie/datacoolie

Skill Codex

Build, modify, materialize, run, and verify DataCoolie projects. Use for workspace bootstrap, metadata authoring, environment overlays, capability checks, runners, notebooks, custom functions, narrow unsupported adapters, local tests, immutable builds, and project-owned build/CI automation. This is the sole…

not rated 11 +1 changed 6d ago A 92 tokens AGPL-3.0

vllm-ascend-developer

451

LookAround0301/vllm-ascend-developer

Skill Claude CodeCodex

A development and debugging guide for vLLM and vLLM-Ascend, tools for running machine-learning models to generate responses. It covers inference accuracy checks, service management, automated tests, and code fixes for single-machine or split deployments.

not rated 11 +1 25d ago A 47 tokens

prompt

452

gpaiva00/pt-prompt

Skill Claude CodeCodex

Use when translating Brazilian Portuguese messages into English prompts for Claude Code — preserves intent, clarifies ambiguity, and surfaces urgency signals that colloquial Portuguese would lose.

not rated 10 2mo ago B 33 tokens

pytorch-train

453

Axect/pytorch_template

Skill Claude Code

Guide for training PyTorch models using this template's config-driven pipeline. Use this skill whenever the user wants to: train a model, create experiment configs (run.yaml / opt.yaml / best.yaml), run hyperparameter optimization (HPO) with Optuna, extract best parameters from an HPO study, set up a new experiment…

not rated 10 4mo ago A 127 tokens original MIT

notebookmd

454

minhlucvan/notebookmd

Skill Claude CodeCodex

Skill "notebookmd" from minhlucvan/notebookmd, covering notebookmd — ai agent data analysis skill, quick start, installation, when to use this skill and core concepts.

not rated 10 4mo ago A 0 tokens original MIT

far

455

mr-kelly/far

Skill Claude Code

File-Augmented Retrieval — generate persistent .meta sidecar files for PDFs, images, spreadsheets, videos and more, making every binary file readable to AI coding agents.

not rated 10 6mo ago A 35 tokens

ShayIsso/trajectory-auditor

Skill Claude CodeCodex

Safeguard LLM calls using adaptive/extended thinking against token truncation. Use this skill when configuring API parameters for reasoning models (like Claude 3.7 Sonnet), when structured JSON outputs are returned unparseable or incomplete, or when designing cost-sensitive pipelines that utilize LLM reasoning.

not rated 10 9d ago A 68 tokens

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: