Data and AI skills

10,483 tagged Data and AI, measured the same way as everything else here.

Browse within: LLM 327agentic-ai 150skills 138agent 135agents 126coding-agents 93cli 86chatgpt 77machine-learning 64anthropic-claude 60openai 56javascript 54antigravity 50bioinformatics 46

memmachine-memory

49

MemMachine/MemMachine

Skill Codex

Use when an agent or model needs durable project, user, or session context from MemMachine, needs to save information to MemMachine memory, has requests involving mem-cli, memmachine, or memmachineclient, has insufficient conversation context, or is tempted to search local files for prior context that should come from…

not rated 3.1k +3 yesterday A SkillSpector: pass 96 tokens original Apache-2.0

canonical-schema

50

NxcoreAI/EverRoom

Skill Claude CodeCodex

A reference skill for a canonical schema: a consistent definition of fields and record types for data such as email and calendar entries. It also covers provider formats and Gmail REST resource shapes.

not rated 3.0k +3 today A 32 tokens

ax-ai

51

ax-llm/ax

Skill Claude CodeCodex

This skill helps an LLM generate correct AI provider setup and configuration code using @ax-llm/ax. Use when the user asks about ai(), providers, models, routing, adaptive balancing, presets, embeddings, batch audio with ai.transcribe() or ai.speak(), extended thinking, context caching, or mentions…

not rated 3.0k +2 changed 2d ago A SkillSpector: warn 105 tokens original Apache-2.0

unified-llm-api

52

Prism-Shadow/penguin-harness

Skill Claude CodeCodex

Call model APIs through @prismshadow/mmsp (MMSP) — streaming text generation, image generation, speech synthesis, embeddings and the supported-model registry with one client.

not rated 2.9k +122 changed 13d ago A SkillSpector: warn 43 tokens original Apache-2.0

datachain-knowledge

53

datachain-ai/datachain

Skill Claude CodeCodex

Use whenever datasets, cloud storage buckets, or data pipelines are mentioned — creating, saving, querying, listing, exploring, deleting, or processing data in S3, GCS, Azure Blob, or local storage. Also use when running any script that may create datasets as a side effect. Maintains a knowledge base at dc-knowledge/…

not rated 2.8k +2 changed 28d ago A SkillSpector: pass 104 tokens original Apache-2.0

karpathy-llm-wiki

54

Astro-Han/karpathy-llm-wiki

Skill Claude CodeCodex

Use when building or maintaining a personal LLM-powered knowledge base. Triggers: ingesting sources into a wiki, querying wiki knowledge, linting wiki quality, 'add to wiki', 'what do I know about', or any mention of 'LLM wiki' or 'Karpathy wiki'.

5 · 1 2.6k +75 3mo ago A 67 tokens original MIT

ade

55

landing-ai/ade-cli

Skill Claude CodeCodex

Parse documents and extract schema-shaped data with the ADE (Agentic Document Extraction) v2 APIs through the ade CLI. A local job-item store makes every run idempotent, resumable, and citable — repeat runs are free, interrupted runs resume, and every answer can cite element ids with visual evidence.

not rated 2.4k +1 today A 65 tokens original Apache-2.0

prompt-review

56

spacedriveapp/spacebot

Skill Claude CodeCodex

This skill should be used when the user asks to "review the prompt", "audit the system prompt", "check prompt quality", "inspect what the LLM sees", "debug prompt issues", or "find prompt engineering problems". Pulls the live rendered prompt via the API, explains how it's composed, and reviews it for issues.

not rated 2.4k +2 28d ago A SkillSpector: pass 70 tokens

data-designer

57

NVIDIA-NeMo/DataDesigner

Skill Claude Code

Use when the user wants to create a dataset, generate synthetic data, or build a data generation pipeline.

not rated 2.4k +23 today A 25 tokens copy · 100% Apache-2.0

dstack-prototyping

58

dstackai/dstack

Skill Claude CodeCodex

Use with the dstack skill for model-serving work when the image, serving command, resources, backend/fleet choice, or service behavior is not proven. Guides task-first prototyping on real hardware, choosing fleets/backends that can reuse idle instances and caches, checking vLLM/SGLang sources, and verifying the final…

not rated 2.3k +3 changed 24d ago A SkillSpector: warn 80 tokens original MPL-2.0

llmwiki

59

atomicstrata/llm-wiki-compiler

Skill Claude CodeCodex

Build and use a persistent, citation-traceable knowledge wiki from documents, research papers, notes, or project documentation. Use for llmwiki projects, retrieving reusable evidence for an agent task, or compiling a corpus for repeated questions. A one-off file read or live web search does not need a wiki.

not rated 2.2k +22 4d ago A 66 tokens original MIT

NVIDIA-NeMo/Nemotron

Skill Claude CodeCodex

Use for Nemotron embed/rerank recipes, including Nemotron 3.5 multimodal SDG, tuning, evaluation, and deployment. Not for generic retrieval.

not rated 2.2k +24 changed 3d ago A SkillSpector: warn 42 tokens original Apache-2.0

mlx-serve

61

ddalcu/mlx-serve

Skill Claude CodeCodex

Hook an app, game or script up to the local mlx-serve server for LLM chat, embeddings, image, speech, music, sound effect, video and 3D generation, and Laya/Kev/Clef typed decisions, or make a whole film or music video on this Mac. Use when code should call mlx-serve or the user wants a video, song, pictures or game…

not rated 2.1k +92 changed 4d ago A 88 tokens

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 1.9k +10 today A 206 tokens

build-kb

63

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 1.9k +11 changed 23d ago A SkillSpector: warn 161 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 1.9k +12 today A SkillSpector: pass 100 tokens original Apache-2.0

art-of-debugging

65

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 +1 changed 10d ago B 193 tokens CC-BY-SA-4.0

streamsql

66

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 +2 4d ago A SkillSpector: pass 90 tokens original Apache-2.0

setup

67

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 1.6k +2 1mo ago C SkillSpector: warn 45 tokens original Apache-2.0

tophant-ai/aibeat

Skill Claude CodeCodex

Use when a user has a Promptbeat config or generated promptfoo config and wants to validate, generate a few cases, run a first small evaluation, inspect artifacts, or create a report.

not rated 1.4k +8 changed 1mo ago A 46 tokens

claude-api

69

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 +21 changed 25d ago A SkillSpector: warn 193 tokens original MIT

bilibili-rag-local

70

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 26d ago A SkillSpector: pass 72 tokens original Apache-2.0

agent_workdir

71

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 +3 3mo ago B 0 tokens

paper-daily

72

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 +1 yesterday A SkillSpector: pass 41 tokens

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