Data and AI skills

10,038 tagged Data and AI, measured the same way as everything else here.

Browse within: LLM 276agent 129agents 127agentic-ai 112cli 75skills 70anthropic-claude 59machine-learning 57javascript 56ai-scientist 55chatgpt 55coding-agents 53openai 53bioinformatics 44

neuron-core/neuron-ai

Skill Claude CodeCodex

Create and run AI evaluations with datasets, assertions, and output drivers in Neuron AI. Use this skill whenever the user mentions evaluation, testing AI systems, creating evaluators, dataset-driven testing, assertion-based validation, or wants to measure AI system performance. Also trigger for tasks involving…

not rated 2.1k +8 yesterday A 77 tokens original MIT

NVIDIA-NeMo/Nemotron

Skill Claude CodeCodex

Use when planning, debugging, tuning, evaluating, exporting, or deploying public Nemotron embed/rerank retrieval recipes.

not rated 2.0k +11 today A 36 tokens original Apache-2.0

YouMind-OpenLab/nano-banana-pro-prompts-recommend-skill

Skill Claude CodeCodex

Recommend suitable prompts from 10,000+ Nano Banana Pro image generation prompts based on user needs. Optimized for Nano Banana Pro (Gemini), but prompts also work with Nano Banana 2, Seedream 5.0, GPT Image 1.5, Midjourney, DALL-E, Flux, Stable Diffusion, and any text-to-image AI model. Use this skill when users want…

not rated 1.8k +7 today A 206 tokens

benchflow-ai/skillsbench

Skill Claude CodeCodex

World-class data engineering skill for building scalable data pipelines, ETL/ELT systems, real-time streaming, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, Flink, Kinesis, and modern data stack. Includes data modeling, pipeline orchestration, data quality, streaming quality…

not rated 1.7k +9 1mo ago A 100 tokens original Apache-2.0

sunny-glow/Auto-BenchMax

Skill Claude CodeCodex

Synthesize training data for ANY tool-use / agentic benchmark, in ANY repo. Given a handful of runnable reference tasks, produce thousands of "same-distribution, different-entity" tasks, roll out real trajectories, and emit SFT, RL data. Use this when: you have a tool-calling / MCP / agentic benchmark and want to…

not rated 1.7k +161 1mo ago A 183 tokens

art-of-debugging

54

stas00/the-art-of-debugging

Skill Claude CodeCodex

Systematic methodology and concrete tool recipes for debugging Unix, Python, and PyTorch programs - crashes, hangs, segfaults, wrong output, CUDA OOM, NaN/Inf, slowness, and multi-node/multi-GPU issues. Use when a program crashes, hangs, deadlocks, segfaults, runs out of memory (OOM), produces NaN/Inf or wrong…

not rated 1.7k +2 3d ago B 193 tokens CC-BY-SA-4.0

build-kb

55

Datus-ai/Datus-agent

Skill Claude Code

Build the project's vector-indexed knowledge base from files plus database metadata — optionally scoped to specific files / tables / datasources / domains. Scan the in-scope material, classify it into business domains, explore each domain's tables and docs in parallel with explore subagents (the validated-query SQL…

not rated 1.7k +37 today A 158 tokens

streamsql

56

rulego/rulego

Skill Claude CodeCodex

A Chinese-language guide to StreamSQL, a SQL-based way to process continuously arriving data in RuleGo. It covers filtering, transformations, time windows, joins, change tracking, cumulative values, and event-pattern matching.

not rated 1.6k +3 today A 90 tokens original Apache-2.0

setup

57

qdrant/mcp-server-qdrant

Skill Claude CodeCodex

Configure the Qdrant Power after installation. Use this skill for missing uvx, missing environment variables, unapproved environment variables, unavailable Qdrant tools, "Failed to connect" errors, and setup requests.

not rated 1.5k +4 3d ago C 45 tokens original Apache-2.0

omh-llm-app-dev

58

rlaope/oh-my-hermes

Skill Claude CodeCodex

This is a Hermes-native llm-app-dev workflow skill.

not rated 1.5k +148 changed yesterday A 102 tokens original MIT

claude-api

59

Prismer-AI/PrismerCloud

Skill Claude CodeCodex

Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (4.5 → 4.6, 4.6 → 4.7, retired-model replacements). TRIGGER when: code imports anthropic/@anthropic-ai/sdk; user asks for…

not rated 1.4k +1 1mo ago A 193 tokens original MIT

paper-daily

60

xianshang33/llm-paper-daily

Skill Claude CodeCodex

Discover daily arXiv papers for LLM/Agent topics, rank candidates with keyword and institution filters, and prepare a small selected paper list for llm-paper-daily style workflows.

not rated 1.3k today A 41 tokens

bilibili-rag-local

61

via007/bilibili-rag

Skill Claude CodeCodex

A guide for querying a locally running service that stores and answers questions about saved Bilibili videos. Bilibili is a Chinese video platform, and RAG means retrieving relevant saved content before generating an answer.

not rated 1.3k +4 25d ago A 72 tokens original Apache-2.0

agent_workdir

62

BytedTsinghua-SIA/CUDA-Agent

Skill Claude CodeCodex

You are a PyTorch and CUDA expert. Accelerate the given PyTorch Model by creating a high-performance CUDA C++ extension, targeting the best possible performance with a minimum requirement of 5% faster than torch.compile baseline.

not rated 1.3k +25 2mo ago B 0 tokens

migrate-from-ai-sdk

63

Deuz-AI/Deuz-SDK

Skill Claude CodeCodex

Use when porting an app from the Vercel AI SDK (ai, @ai-sdk/) to @deuz-sdk/core. Triggers include "migrate from the AI SDK", "replace ai with @deuz-sdk/core", "we use streamText/generateText/useChat and want to switch", removing @ai-sdk/openai or @ai-sdk/anthropic, porting a toUIMessageStreamResponse route, converting…

not rated 1.3k +690 24d ago A 118 tokens original MIT

swift-mlx-lm

64

kellyvv/PhoneClaw

Skill Claude CodeCodex

MLX Swift LM - Run LLMs and VLMs on Apple Silicon using MLX. Covers local inference, streaming, wired memory coordination, tool calling, LoRA fine-tuning, embeddings, and model porting.

not rated 1.2k +4 1mo ago A 52 tokens original Apache-2.0

GPTomics/bioSkills

Skill Claude CodeCodex

Performs gene-level association from GWAS summary statistics via genetically predicted tissue expression using FUSION, PrediXcan, S-PrediXcan, S-MultiXcan, UTMOST, MOSTWAS, kTWAS, EpiXcan, TIGAR-V2, and probabilistic fine-mapping with FOCUS and MA-FOCUS. Use when running TWAS from GWAS sumstats, prioritising candidate…

not rated 1.2k +1 22d ago A 168 tokens original MIT archived

tracely

66

Jwuthri/Tracely-ai

Skill Claude CodeCodex

Instrument AI agents with Tracely and turn their production traces into CI gates. Use when the user mentions Tracely, tracely-ai, tracelysdk, the tracely CLI, or asks to trace/observe an AI agent, add LLM evaluators or LLM-as-a-judge columns, debug why a trace or conversation isn't showing up, wire agent regression…

not rated 1.2k +7 today A 120 tokens original MIT

multi-repo-release

67

Azure/GPT-RAG

Skill Claude CodeCodex ✓ vendor

Prepares and validates GPT-RAG umbrella and multi-repository releases. Use whenever work involves release preparation, semantic versions, release branches, manifest or component pins, changelog release entries, tags, GitHub Release notes, or AI Landing Zone release alignment.

not rated 1.2k +2 changed 3d ago A 56 tokens original MIT

PostHog/posthog.com

Skill Claude CodeCodex

Build reusable revenue models — MRR, ARR, gross revenue, new/expansion/contraction/churn, ARPU, LTV, and per-customer/per-account revenue — on either PostHog data-warehouse views (HogQL) or an external dbt project. Use when the user wants to model, define, or compute recurring revenue, monthly/annual recurring…

not rated 1.1k +2 changed 2d ago A 231 tokens

best-practices

69

MoizIbnYousaf/Ai-Agent-Skills

Skill Claude CodeCodex

Transforms vague prompts into optimized Claude Code prompts. Adds verification, specific context, constraints, and proper phasing. Invoke with /best-practices.

not rated 1.1k 20d ago A Socket: passSnyk: pass 35 tokens original MIT

mongodb-js/mongodb-mcp-server

Skill Claude CodeCodex

Migrates external consumer code from the mongodb-mcp-server v1/v2 single-package API to the v3 scoped-package structure. In v3, mongodb-mcp-server is a binary-only package (npx / MCPB); library embedding uses @mongodb-js/mcp-cli, @mongodb-js/mcp-core, @mongodb-js/mcp-http-runners, @mongodb-js/mcp-tools-, and the other…

not rated 1.1k +1 changed 3d ago A 153 tokens original Apache-2.0

PharMolix/OpenBioMed

Skill Claude CodeCodex

Query CZ CELLxGENE Census (61M+ cells). Filter by cell type/tissue/disease, retrieve expression data, and integrate with scanpy/PyTorch for population-scale single-cell analysis. Use this skill when: (1) Querying single-cell expression data by cell type, tissue, or disease, (2) Exploring available single-cell datasets…

not rated 1.1k +3 1mo ago A 105 tokens original MIT

am-will/codex-skills

Skill Claude CodeCodex

Build, transform, audit, and migrate prompts for GPT-5.6 Sol using outcome-first contracts, explicit success criteria, evidence and tool rules, approval boundaries, output requirements, and stop conditions. Use when someone asks for a GPT-5.6 prompt, wants an existing prompt optimized for GPT-5.6, or needs a prompt…

not rated 1.0k +2 1mo ago A 86 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: