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

OpenBMB/MiniCPM

Skill Claude CodeCodex

A workflow for fine-tuning MiniCPM5-1B and converting the result into a GGUF LoRA adapter. GGUF is a model file format used by tools such as llama.cpp, llama-server, and some desktop apps.

not rated 12k +61 1mo ago A SkillSpector: pass 130 tokens original Apache-2.0

free-llm-apis

26

mnfst/awesome-free-llm-apis

Skill Claude CodeCodex

Guide users through obtaining and configuring free API keys for LLM providers. Use when the user wants to set up a free LLM API, get a free API key, connect to a free model provider, configure an OpenAI-compatible endpoint at no cost, or asks about free tiers for AI models. Triggers on "free API key", "free LLM", "set…

not rated 11k +575 changed today A SkillSpector: pass 116 tokens original CC0-1.0

webiny/webiny-js

Skill Claude CodeCodex

Creating Headless CMS content models via code using the ModelFactory pattern. Use this skill when the developer wants to create, modify, or understand content model definitions, define fields and validators, set up reference fields between models, configure field layouts (including nested layouts inside object or…

not rated 8.0k +2 changed 3d ago A SkillSpector: warn 313 tokens

NVIDIA-NeMo/Guardrails

Skill Claude CodeCodex

Helps developers create a NeMo Guardrails configuration for an LLM application. Use when users want to build, scaffold, configure, test, or iterate on input, output, retrieval, dialog, execution, Colang, or catalog-based guardrails. Trigger keywords - create guardrails, build guardrails, scaffold config, write rails…

not rated 7.4k +38 today A SkillSpector: warn 101 tokens

magnitude

29

magnitudedev/magnitude

Skill Claude CodeCodex

Operate Magnitude local inference through its headless CLI, recommend hardware-fit local models, monitor acquisition and loading, and connect an agent harness. Use for Magnitude service, model, catalog, setup, or harness requests.

not rated 7.3k +270 changed 1mo ago A 47 tokens original Apache-2.0

flashinfer-ai/flashinfer

Skill Claude CodeCodex

Read VENDOR.md for the exact integration baseline, namespace mapping and local device differences. This package is independently owned by SM100/103; keep the original Rubin tree and frontend unchanged.

not rated 6.8k +105 changed 6d ago A 0 tokens original Apache-2.0

clawrouter

31

BlockRunAI/ClawRouter

Skill Claude CodeCodex

Hosted-gateway LLM router — save 84% on inference costs. A local proxy that forwards each request to the blockrun.ai gateway, which routes to the cheapest capable model across 90 models from OpenAI, Anthropic, Google, DeepSeek, xAI, Z.AI, and more. Free open-weight models included. Also exposes realtime market data…

not rated 6.6k +8 changed 2d ago A SkillSpector: warn 171 tokens original MIT

Tencent/puerts

Skill Claude CodeCodex ✓ vendor

Guide for developing LLM agents based on PuerTsAgent framework — covers resource directory structure, system-prompt, skills, builtin modules, and best practices.

not rated 6.2k +14 today A SkillSpector: warn 39 tokens

wiki

33

Tencent/teamai-cli

Skill Claude CodeCodex ✓ vendor

Make AI truly understand large codebases: for multi-repository, multi-microservice projects that have evolved over years, run architecture reverse-engineering + a Graph RAG graph + multi-language AST to compress a huge codebase into a structured knowledge base, where every conclusion traces back to a code line and…

not rated 5.6k +83 changed 10d ago A 134 tokens

autorag-setup

34

Marker-Inc-Korea/AutoRAG

Skill Claude CodeCodex

Install and configure AutoRAG, register its Lite MCP server for external agents, or repair its single search model, approved roots, indexes, datasources, and health checks without exposing credentials. Use when AutoRAG or MCP is missing, init/refresh/health fails, indexes are stale, or the user wants to add folders or…

not rated 5.2k +36 changed today A SkillSpector: warn 75 tokens original Apache-2.0

varlock

35

dmno-dev/varlock

Skill Claude CodeCodex needs its repo

Secure environment variable management with Varlock. Use when handling secrets, API keys, credentials, or any sensitive configuration. Ensures secrets are never exposed in terminal, logs, or LLM context. Provides guidance around integrating varlock into a project, reading/editing .env.schema and other .env files…

not rated 4.8k +91 changed 14d ago A Socket: passSnyk: passSkillSpector: warn 109 tokens original MIT

rubyllm

36

crmne/ruby_llm

Skill Codex

Build and maintain Ruby or Rails applications with the RubyLLM AI framework. Use for chats, agents, tools, MCP servers, structured output, judgments, evaluations, media generation, transcription, OCR, moderation, embeddings, reranking, tracing, Rails integration, and RubyLLM upgrades; not for contributing to the…

not rated 4.5k +15 changed 6d ago A 70 tokens original MIT

seedance-prompt-en

37

dexhunter/seedance2-skill

Skill Claude CodeCodex

Write effective prompts for Jimeng Seedance 2.0 multimodal AI video generation. Use when users want to create video prompts using text, images, videos, and audio inputs with the @ reference system. Covers camera movements, effects replication, video extension, editing, music beat-matching, e-commerce ads, short…

not rated 4.3k +49 1mo ago A 76 tokens original MIT

graph-designer

38

yifanfeng97/Hyper-Extract

Skill Claude CodeCodex

Design YAML extraction templates for graph types (graph, hypergraph, temporalgraph, spatialgraph). Use when user says: "design graph", "create knowledge graph", "extract relationships", "temporal data", "spatial data". Trigger: User wants to extract entity relationships, multi-party events, or time/location-based…

not rated 4.2k +32 8d ago A SkillSpector: pass 84 tokens

docetl

39

ucbepic/docetl

Skill Claude CodeCodex

Build and run LLM-powered data processing pipelines with DocETL. Use when users say "docetl", want to analyze unstructured data, process documents, extract information, or run ETL tasks on text. Helps with data collection, pipeline creation, execution, and optimization.

not rated 4.1k +5 14d ago A SkillSpector: warn 59 tokens original MIT

pysr

40

astroautomata/PySR

Skill Claude CodeCodex

Use when fitting equations to data with PySR or SymbolicRegression.jl, when a user wants an interpretable formula, symbolic model, scaling law, or empirical relation discovered from numeric data, or when debugging a PySR search that is slow, stuck, or giving poor equations.

not rated 4.1k +288 changed 23d ago A SkillSpector: pass 61 tokens original Apache-2.0

cdf-anomalygen

41

NVIDIA/skills

Skill Claude CodeCodex ✓ vendor

Use when running the CDF AnomalyGen pipeline over a defect dataset — mask placement, fine-tuning, synthetic defect-image generation (SDG), evaluation, quality refinement, and pseudo-labeling — even when the user names only one stage.

not rated 3.7k +73 today A 54 tokens original Apache-2.0

truera/trulens

Skill Claude CodeCodex

Configure feedback functions and selectors for TruLens evaluations.

not rated 3.6k +7 today A SkillSpector: pass 17 tokens original MIT

evalscope

43

modelscope/evalscope

Skill Claude CodeCodex

LLM evaluation & inference performance testing via the evalscope CLI. Translates natural language requests into evalscope commands for: (1) Model accuracy evaluation — runs registered benchmarks against local checkpoints or API endpoints (OpenAI-compatible, Anthropic, LiteLLM); (2) Performance stress testing — TTFT…

not rated 3.6k +27 changed 1mo ago A SkillSpector: warn 195 tokens original Apache-2.0

ai-agent-dev

44

Snailclimb/interview-guide

Skill Claude CodeCodex

A Chinese-language interview-question guide for roles focused on AI-agent development. It covers agent design, language-model calls, tool integration, MCP, retrieval-augmented generation, context management, and multiple agents working together.

not rated 3.4k +31 15d ago A SkillSpector: pass 59 tokens AGPL-3.0

NVIDIA/physicsnemo

Skill Claude CodeCodex ✓ vendor

Official NVIDIA-authored guidance for PhysicsNeMo ShardTensor domain parallelism — integrate domain parallelism into training/inference scripts (new or existing) with DDP or FSDP2, write and register shard patches to enable new layers/ops, and bootstrap multi-GPU correctness tests. Use when working with ShardTensor…

not rated 3.4k +22 changed 15d ago A SkillSpector: pass 152 tokens original Apache-2.0

run-llms

46

av/harbor

Skill Claude CodeCodex

Comprehensive guide for setting up and running local LLMs using Harbor. Use when user wants to run LLMs locally, set up or troubleshoot Ollama, Open WebUI, llama.cpp, vLLM, SearXNG, Open Terminal, or similar local AI services. Covers full setup from Docker prerequisites through running models, per-service…

not rated 3.3k +1 3d ago A ✓ AI review SkillSpector: warn 114 tokens original Apache-2.0

memmachine-memory

47

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 +4 yesterday A SkillSpector: pass 96 tokens original Apache-2.0

canonical-schema

48

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

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