Data and AI

14,172 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.

llmwiki

73

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 +14 7d ago A 66 tokens original MIT

containers/kubernetes-mcp-server

MCP server Claude CodeCodexCursor +2

A Model Context Protocol (MCP) server for Kubernetes and OpenShift. Runs locally from the kubernetes-mcp-server npm package.

not rated 2.2k +17 today A Socket: warn tokens not measured original Apache-2.0

lightgbm-analysis

75

aipoch/medical-research-skills

Skill Claude CodeCodex

Use when training a LightGBM model on tabular data in R and returning model metrics, feature importance ranking tables, and feature importance plots.

not rated 2.0k +19 1mo ago A SkillSpector: pass 34 tokens original MIT

baml

76

ai-that-works/ai-that-works

Cursor rule Cursor

A set of rules for setting up BAML and help with syntax guidance.

not rated 2.0k +2 11d ago A 2,551 tokens

prompt-improver

78

severity1/claude-code-prompt-improver

Plugin Claude Code

Bundles 1 skill, 3 hooks · 42 tokens together

Intelligent prompt optimization: injects the right context at the right moment so Claude lands a better first output. Clarifies vague prompts with research-based questions, plus targeted nudges for approach selection, plan readability, workflow routing, background execution, subagent routing, output readability…

not rated 2.0k +3 changed 1mo ago A tokens not measured original MIT

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 +6 yesterday A 206 tokens

build-kb

80

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 +21 changed 9d ago A SkillSpector: warn 161 tokens

art-of-debugging

81

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 changed 24d ago B 193 tokens CC-BY-SA-4.0

evals-skills

82

hamelsmu/evals-skills

Plugin Claude Code

Bundles 7 skills · 458 tokens together

Skills for building LLM evaluations: pipeline audit, error analysis, synthetic data generation, LLM-as-Judge design, evaluator validation, RAG evaluation, and annotation interfaces.

not rated 1.7k +1 2mo ago A tokens not measured original MIT archived

streamsql

83

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 +4 7d ago A SkillSpector: pass 90 tokens original Apache-2.0

setup

84

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 +3 2mo ago C SkillSpector: warn 45 tokens original Apache-2.0

YouMind-OpenLab/ai-image-prompts-skill

Skill Claude CodeCodex

Recommend curated prompts from a 10,000+ real-world image generation prompt library. Works with ANY AI image model — Nano Banana Pro, Nano Banana 2, Seedream 5.0, GPT Image 1.5, Midjourney, DALL-E 3, Flux, Stable Diffusion, and more. Use this skill when users want to: Find proven image generation prompts (any model)…

not rated 1.4k +10 changed yesterday A 137 tokens copy · 89% MIT

claude-api

86

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 changed 1mo ago A SkillSpector: warn 193 tokens original MIT

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 +3 changed 1mo ago A 46 tokens

bilibili-rag-local

88

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 1.4k +5 1mo ago A SkillSpector: pass 72 tokens original Apache-2.0

agent_workdir

89

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 1.4k +5 4mo ago B 0 tokens

paper-daily

90

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 +4 yesterday A SkillSpector: pass 41 tokens

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 1.3k +1 3mo ago A 183 tokens

FabricAppDev

92

microsoft/skills-for-fabric

Agent Claude Code ✓ vendor

Build full-stack applications on top of Microsoft Fabric using Python, ODBC, XMLA, and REST APIs. Use when the request involves building applications connected to Fabric data. Delegates endpoint-specific implementation to specialized skills.

not rated 1.3k +20 yesterday A 48 tokens original MIT

datalayer

93

datalayer/jupyter-mcp-server

Plugin Claude Code

Bundles 3 commands · 0 tokens together

Connect Claude Code to Datalayer Notebooks — always-on notebooks, durable execution, and your data, through the hosted Jupyter MCP Server.

not rated 1.3k +3 yesterday A tokens not measured original BSD-3-Clause

swift-mlx-lm

94

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 1.3k +5 3mo ago A SkillSpector: pass 52 tokens original Apache-2.0

clawbio

95

ClawBio/ClawBio

Plugin Claude Code

Bundles 111 skills, 4 commands · 5,608 tokens together

Bioinformatics-native AI agent skill library: pharmacogenomics, clinical variant interpretation, GWAS and polygenic scores, ancestry, RNA-seq and single-cell, metagenomics, proteomics and nf-core pipeline wrappers. 100+ Agent Skills, many with a deterministic CLI entry point and demo data, every runnable skill writing.

not rated 1.2k +4 changed 23d ago A tokens not measured

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 1.2k +3 changed 1mo ago A SkillSpector: warn 153 tokens original Apache-2.0

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