Data and AI skills

10,486 tagged Data and AI, measured the same way as everything else here.

Browse within: LLM 328agentic-ai 148skills 140agent 134agents 125coding-agents 91cli 86chatgpt 77machine-learning 64anthropic-claude 60openai 56javascript 54antigravity 52bioinformatics 46

winstonkoh87/Athena-Public

Skill Claude CodeCodex

Unified business model evaluator, client filter, pricing engine, and distribution architect. Absorbs 31 business + 8 marketing + 13 content + 2 acquisition protocols.

not rated 619 +1 today A SkillSpector: pass 43 tokens original MIT

FerroxLabs/wayland

Skill Claude CodeCodex

Guides expert-level ai deployment patterns implementation: ai-ml and devops decision frameworks, production-ready patterns, and concrete templates for ai deployment patterns workflows. Use when the user asks about ai deployment patterns, ai deployment patterns configuration, or ai-ml best practices for ai projects. Do…

not rated 614 +1 2d ago A SkillSpector: pass 87 tokens AGPL-3.0

datafusion-python

99

apache/datafusion-python

Skill Claude CodeCodex ✓ vendor

Use when the user is writing datafusion-python (Apache DataFusion Python bindings) DataFrame or SQL code. Covers imports, data loading, DataFrame operations, expression building, SQL-to-DataFrame mappings, idiomatic patterns, and common pitfalls.

not rated 610 changed 19d ago A SkillSpector: pass 54 tokens original Apache-2.0

liyue-aigc/xianxia-visual-director

Skill Codex

Generate, derive, optimize, and diagnose structured AI image prompts for luminous cinematic Eastern xianxia environments under one inherited master canon with measurable divine scale, fixed five-layer space, 40–60% content-bearing breathing air, monumental Eastern architecture, railing-free edges, and coherent…

not rated 584 +2 2mo ago A 214 tokens

neo4j-knowledge-graph

101

MazzaWill/neo4j-python-pandas-py2neo-v3

Skill Codex

Use when designing, importing, querying, or modernizing Neo4j knowledge graphs from CSV, Excel, pandas, Cypher, py2neo, the official neo4j Python driver, vector indexes, or GraphRAG workflows.

not rated 580 14d ago A SkillSpector: pass 55 tokens original MIT

verl-to-relax

102

redai-infra/Relax

Skill Claude CodeCodex needs its repo

Migrate RL training recipes from verl to Relax framework. Use when user wants to port reward functions, tool environments, training scripts, or any recipe code from the verl (volcengine/verl) codebase to Relax. Handles reward, rollout, tool/env, dataset, and launch script conversion. Supports both colocate (default)…

not rated 580 1mo ago A SkillSpector: warn 78 tokens original Apache-2.0

graph-engineering

103

codejunkie99/graph-engineering

Skill Claude CodeCodex

Teaches an agent graph engineering — both halves. Knowledge graphs (ontology design, entity/relation/event extraction, fusion, GraphRAG/memory serving; distilled and translated from Southeast University's graduate Knowledge Graph course, npubird/KnowledgeGraphCourse, 4.4K stars) and task graphs (agent orchestration …

not rated 548 +5 3mo ago A SkillSpector: pass 152 tokens original MIT

KernelWiki

104

mit-han-lab/KernelWiki

Skill Claude Code

Use when the user asks about optimizing NVIDIA Blackwell (SM100, B200) or Hopper (SM90, H100) GPU kernels — tcgen05/TMEM/CLC/NVFP4/2-SM cooperative, warp specialization, FlashAttention-4, DeepGEMM, FlashMLA, MoE, grouped GEMM, CuTe-DSL/PTX/Triton on Blackwell, or wants concrete PR references from…

not rated 521 +6 1mo ago A 143 tokens original MIT

migrate-from-ai-sdk

105

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 519 +45 changed 10d ago A SkillSpector: pass 118 tokens original MIT

duckbug-knowledge

106

duckbugio/flock

Skill Claude CodeCodex

Answer questions about the owner's services and domain using the approved DuckBug knowledge base through configured MCP tools.

not rated 502 +1 4d ago A 25 tokens original MIT

npcpy-prompting

107

NPC-Worldwide/npcsh

Skill Claude CodeCodex

Skill "npcpy-prompting" from NPC-Worldwide/npcsh, covering npcpy-prompting, imports, basic-call, json-mode and npc-object.

not rated 496 +4 3d ago A SkillSpector: pass 16 tokens original MIT

aristoteleo/PantheonOS

Skill Claude CodeCodex

End-to-end workflow for gene panel design in scRNA-seq and spatial transcriptomics, that should be STRICTLY followed: dataset understanding + smart downsampling + train/test splits, algorithmic selection (HVG/DE/RF/scGeneFit/SpaPROS), optimal sub-panel discovery (ARI vs size), biological completion with a stability…

not rated 490 +1 3d ago A SkillSpector: warn 110 tokens original BSD-2-Clause

lllllllama/RigorPilot-Skills

Skill Codex

Rigor Reproduce compatible skill slug for README-first deep learning repository reproduction. Use when the user wants an end-to-end, minimal-trustworthy flow that reads the repository first, selects the smallest documented inference or evaluation target, coordinates intake, setup, trusted execution, optional trusted…

not rated 484 +2 changed 1mo ago A Socket: warnSnyk: passSkillSpector: warn 136 tokens original MIT

ai-assistant

110

text2future/flowix

Skill Claude CodeCodex

A workflow guide for designing and evaluating an AI assistant. It covers defining use cases and refusal limits, preparing knowledge, building a prototype, testing examples, and gradually expanding use.

not rated 480 +6 today A 30 tokens original AGPL-3.0

research

111

SynaLinks/synalinks

Skill Claude CodeCodex

Keras based framework for neuro-symbolic LM systems.

not rated 463 +1 today not scanned tokens not measured original Apache-2.0

openagents-api

112

OpenAgentsInc/openagents

Skill Claude CodeCodex

Call the OpenAgents API (Open Responses and Chat Completions, many models, one key) and read its docs. Use when a task needs a model through OpenAgents, or asks what OpenAgents models cost.

not rated 458 +1 changed 8d ago A 48 tokens original Apache-2.0

jabrena/plinth

Skill Claude CodeCodex

Use when you need to generate Java project diagrams — including UML sequence diagrams, UML class diagrams, C4 model diagrams, UML state machine diagrams, UML Deployment Diagrams, ER (Entity Relationship) diagrams, and bounded-context diagrams — through a modular, step-based interactive process that adapts to your…

not rated 455 +2 changed 27d ago A SkillSpector: pass 117 tokens original Apache-2.0

ai-feature

114

databrickslabs/ontobricks

Skill Claude Code

Use when the user adds, changes, or refactors an LLM agent under src/agents/ — or anything that goes through Foundation Model API or an MLflow-traced LLM call. Mandatory under CNS §3.5 and .cursor/12-ai-feature-lifecycle.mdc. Walks the SPEC → dataset → eval-harness → impl → re-eval sequence.

not rated 439 +22 today A 79 tokens

ai4j-app-builder

115

LnYo-Cly/ai4j

Skill Codex

Use this skill when helping users build applications with AI4J in their own Java or Spring Boot projects, including first chat, streaming, tool/function calls, MCP, RAG, memory, Agent runtime, Coding Agent CLI embedding, FlowGram integration, provider configuration, dependency selection, and troubleshooting. It guides…

not rated 436 +1 10d ago A SkillSpector: warn 120 tokens original Apache-2.0

agnes-ai-generation

116

Yacey/agnes-ai-generation-skill

Skill Codex

Call Agnes AI / Sapiens AI generation APIs for text, image, and video. Use when the user asks to use Agnes models, Agnes Image, Agnes Video, Agnes 2.0 Flash, apihub.agnes-ai.com, or to generate text, images, edit images, create videos, animate images, create keyframe videos, or test Agnes API calls.

not rated 424 +4 4mo ago A 80 tokens original MIT

hardwood-cli

117

hardwood-hq/hardwood

Skill Claude CodeCodex

Inspect, debug, and convert Apache Parquet files with the hardwood CLI. Use whenever a user is debugging code that reads or writes Parquet (Arrow / Spark / Flink / Java / Python) and the data file itself may be the cause — to check the schema, physical and logical types, repetition, or a row sample. Use it to diagnose…

not rated 412 +27 changed 7d ago A SkillSpector: warn 216 tokens original Apache-2.0

fetch-llm-apps

118

kimtth/azure-openai-llm-notes

Skill Claude CodeCodex

Regenerate the ranked GitHub LLM applications pool (section/xllmapps.md) with fetchllmapps.py. USE FOR: refreshing the pool linked from applications.md. DO NOT USE FOR: hand-curating entries in applications.md or adding star badges to the generated file.

not rated 409 +1 changed 24d ago A 64 tokens

framedex

119

Simbastack-hq/framedex

Skill Claude CodeCodex

Build a portable knowledge base of your video (and eventually photo) archive across multiple SSDs or directly from an Apple Photos library. For each clip: GPS + reverse-geocoded place, speaker-diarized multi-lingual transcript with English translation, face detection + embeddings for later named-person queries…

not rated 380 changed 1mo ago A 284 tokens original MIT

claude-api

120

JrCx7scC/claude-code-source

Skill Claude CodeCodex

This skill helps you build LLM-powered applications with Claude. Choose the right surface based on your needs, detect the project language, then read the relevant language-specific documentation.

not rated 376 6mo ago A 0 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: