Data and AI

13,567 mods in this category, of every kind an agent can take. Each one carries what it costs per session, what the scan found, and whether it is the original.

transformers-to-mlx

361

huggingface/transformers-to-mlx

Skill Claude CodeCodex ✓ vendor

Convert Hugging Face transformers language models to MLX format for Apple Silicon inference. Use when asked to convert a model from transformers to MLX, port a model to MLX, create an MLX implementation of a model, or test/validate an MLX model conversion. Triggers include mentions of "convert to MLX", "MLX…

not rated 51 2mo ago B 98 tokens

bonsai

363

NehmeAILabs/bonsai

Skill Claude CodeCodex

The art of keeping your AI stack small and shaped on purpose. Use when building AI features, selecting models, designing extraction/RAG/agent pipelines, or about to reach for a frontier LLM (GPT-5, Claude Opus, Gemini Pro). Enforces a smallest-tool-first ladder (regex, spaCy NER, small LLM, frontier) and challenges…

not rated 51 2mo ago A 119 tokens original MIT

debug-slow-spark-job

364

EmbrasureAI/spark-observability-skills

Skill Claude CodeCodex

Diagnose slow, expensive, or regressed Apache Spark and PySpark applications by comparing runtime evidence against a healthy run. Use for long stages, stragglers, skew, shuffle, spill, garbage collection, poor parallelism, small files, slow scans, scheduler delay, executor imbalance, and unexplained compute-cost…

not rated 51 +1 1mo ago A SkillSpector: warn 73 tokens original Apache-2.0

gpt-image-2-prompting

365

zhouwei713/gpt-image-2-prompting-skill

Skill Claude CodeCodex

Write high-quality GPT-Image-2 prompts with strong structure, layout logic, and production-ready visual direction. Use this skill whenever the user asks for image prompts, wants better GPT-Image-2 prompting, wants to upgrade a weak image prompt, asks for prompt templates, wants series-style prompt systems, needs…

not rated 51 +2 3mo ago A 145 tokens original MIT

AmadeusITGroup/ai-primitives-hub

Skill Claude CodeCodex

Answer questions about using AI Primitives Hub and authoring bundles. Use this skill whenever the user asks about bundles, collections, hubs, profiles, sources, scopes, marketplace, repository installation, deployment manifests, source scaffolding, collection schemas, validation errors, publishing, or any AI…

not rated 50 today A 76 tokens

mcp-zenml

369

zenml-io/mcp-zenml

MCP server Claude CodeCodexCursor +2

MCP server "mcp-zenml" as configured in zenml-io/mcp-zenml. Runs in Docker (docker.io/zenmldocker/mcp-zenml:1.5.1). Needs 2 environment variables to run.

not rated 49 13d ago A tokens not measured original MIT

alchaincyf/ilya-sutskever-skill

Skill Claude CodeCodex

A role-based guide for analyzing AI technology and safety questions from the perspective of Ilya Sutskever, based on public material. It defines how to research factual claims, reason about decisions, and express uncertainty.

not rated 49 13d ago A 183 tokens copy · 95% MIT

backend

371

tenstorrent/tt-studio

Cursor rule Cursor

Backend development rules for TT Studio - AI model management backend.

not rated 50 today A 0 tokens original Apache-2.0

aliyun/data-agent-skill

Skill Claude CodeCodex

Alibaba Cloud Data Agent MCP skill (alibabacloud-data-agent-mcp-skill, data-agent MCP) for enterprise database/file analysis. Use when the user asks (in any language, including Chinese) to query/analyze DMS-managed databases, run SQL/data analysis, start quick-query (lite) or deep-analysis (pro/ultra) sessions…

not rated 49 changed 3d ago A 199 tokens

nkg-ai-flow-skill

373

wqaetly/nkg-ai-flow

Skill Claude CodeCodex

A set of rules for building runnable AI workflow apps in this repository. It covers TypeScript FlowBuilder graphs, custom nodes, shared context, supervision flows, and app configuration.

not rated 49 26d ago A SkillSpector: warn 80 tokens original MIT

agnes-ai-models

374

AgnesAI-Labs/skills

Skill Codex

Agnes AI model integration skill for OpenAI-compatible text, image, video, and agent workflows. Use when Codex needs to configure Agnes AI API access, select or document Agnes models including agnes-2.5-flash, agnes-image-2.1-flash, and agnes-video-v2.0, write Python/Node/curl examples, debug common API errors, poll…

not rated 49 +1 1mo ago A 123 tokens

deepseek-harness

375

HenryZ838978/deepseek-harness

Skill Claude Code needs its repo

Use this skill whenever the user wants to call DeepSeek V4-Pro / V4-Flash (or its legacy aliases deepseek-chat / deepseek-reasoner), or you see code that imports from openai import OpenAI with baseurl="https://api.deepseek.com". This skill teaches you the 10 protocol contract rules required to avoid the 16 documented…

not rated 49 +1 today A SkillSpector: warn 144 tokens original MIT

moondream

376

ColeMurray/moondream-mcp

MCP server Claude CodeCodexCursor +2

MCP server "moondream" as configured in ColeMurray/moondream-mcp. Launched with moondream-mcp. Needs 4 environment variables to run.

not rated 48 1y ago A tokens not measured original MIT

duckrun-projects

378

djouallah/duckrun

Plugin Claude Code

Bundles 1 skill · 214 tokens together

How to build, configure, run, and debug dbt projects on the duckrun adapter (DuckDB executes model SQL, delta-rs writes Delta tables) — local or on S3/GCS/ADLS/OneLake (Microsoft Fabric).

not rated 48 today A tokens not measured original MIT

arize-skills

379

Arize-ai/arize-skills

Plugin Claude Code

Bundles 14 skills · 1,259 tokens together

Add Arize AX observability to LLM applications — auto-instrumentation, trace export, dataset management, experiment workflows, prompt optimization, and deep linking via the ax CLI.

not rated 48 today A tokens not measured original MIT

web-ai-skills

380

webmaxru/web-ai-agent-skills

Plugin Claude Code

Bundles 11 skills · 903 tokens together

Agent skills for browser Web AI APIs (Prompt API, Language Detector, Translator, Writing Assistance, Proofreader, WebMCP, WebNN).

not rated 48 changed 2d ago A tokens not measured

SichengLong26/deepresearch_agent_harness

Skill Claude CodeCodex

A research workflow that reuses verified GraphRAG research trails. GraphRAG combines graph-based connections between information with search to investigate questions and produce cited reports.

not rated 48 +16 yesterday A 41 tokens

thai-token-optimizer

382

kittimasak/thai-token-optimizer

Plugin Claude Code

Bundles 1 skill, 15 commands · 0 tokens together

Thai Token Optimizer v2.0 — adaptive Thai token optimization for Claude Code using lifecycle hooks, compact Thai policy, MTP-aware compression guidance, quality checks, and safety preservation.

not rated 47 16d ago A tokens not measured original MIT

understand-quickly

383

looptech-ai/understand-quickly

MCP server Claude CodeCodexCursor +2

Public registry of code-knowledge graphs for AI agents with schema validation and drift detection. Runs locally from the @looptech-ai/understand-quickly-mcp npm package.

not rated 47 1mo ago A tokens not measured original Apache-2.0

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: