Data and AI skills

10,080 tagged Data and AI, measured the same way as everything else here.

Browse within: LLM 282agent 133agents 126agentic-ai 115cli 79skills 71anthropic-claude 59machine-learning 59chatgpt 57javascript 56ai-scientist 55openai 53coding-agents 52bioinformatics 44

mastering-langgraph

289

SpillwaveSolutions/mastering-langgraph-agent-skill

Skill Claude CodeCodex

Build stateful AI agents and agentic workflows with LangGraph in Python. Covers tool-using agents with LLM-tool loops, branching workflows, conversation memory, human-in-the-loop oversight, and production monitoring. Use when - (1) building agents that use tools and loop until task complete, (2) creating multi-step…

not rated 41 19d ago A 149 tokens

qi-cli

290

itsmostafa/qi

Skill Claude CodeCodex

Guide for using qi, a local knowledge search CLI for macOS and Linux. Use this skill when the user wants to index documents into a searchable knowledge base, search or retrieve from one, configure qi's collections or embedding providers (Ollama, OpenAI-compatible), choose between its search modes (BM25, hybrid…

not rated 41 +2 changed yesterday A SkillSpector: warn 88 tokens original MIT

add-provider

291

yerdaulet-damir/vibe-coding-rules

Skill Claude Code needs its repo

Checklist for adding a new AI provider (image, video, text, audio) that satisfies all 5 integration principles — ACL, bulkhead, idempotency, observability, and contract test. Load when integrating any new external AI API. Prevents the most common mistake of pasting httpx calls directly into a service.

not rated 41 +31 4mo ago A 69 tokens original MIT

ai-engineer-expert

292

personamanagmentlayer/pcl

Skill Claude Code

Expert-level AI implementation, deployment, LLM integration, and production AI systems. Use when the user mentions AI engineering, LLM, deployment, production AI, or integration, or when the task involves LLM Patterns, LLM Integration, or Production Systems.

not rated 40 +1 changed 4d ago A SkillSpector: pass 58 tokens original Apache-2.0

milvus

293

zilliztech/milvus-skill

Skill Claude Code

Operate Milvus vector database with pymilvus Python SDK. Use when the user wants to connect to Milvus, create collections, insert vectors, perform similarity search, hybrid search, full-text search, manage indexes, partitions, databases, or RBAC via Python code.

not rated 40 +1 5mo ago A 57 tokens original Apache-2.0

jayminwest/canopy

Skill Claude CodeCodex

Compose a canopy prompt by inheriting from a base prompt and emit the rendered result. Use when an agent needs to author, update, or render canopy prompts inside this repo.

not rated 40 1mo ago A SkillSpector: pass 42 tokens original MIT

qwencloud-text

295

QwenCloud/qwencloud-ai

Skill Claude CodeCodex

Generate text, conduct conversations, write code, and invoke tools using Qwen models through the OpenAI-compatible API. This skill is part of qwencloud/qwencloud-ai.

not rated 40 +3 1mo ago A Socket: passSnyk: passSkillSpector: warn 116 tokens original Apache-2.0

astra-vector-backend

297

erichare/skillroute

Skill Claude CodeCodex

Design Astra DB Data API and vector-search backends for retrieval, metadata filtering, and LangChain-compatible stores.

not rated 39 6d ago A SkillSpector: pass 27 tokens original MIT

ericmjl/skills

Skill Claude CodeCodex

Build an awesome marimo notebook that brings a research paper or dataset to life — for competitions, tutorials, demos, or blog companions. Use when asked to "make an awesome marimo notebook," "build a notebook for this paper," "create a competition submission," or pair-program an interactive research explainer on…

not rated 39 9d ago A 71 tokens

graphify

299

Choeng-Rayu/rayu-cli

Skill

Turn any folder of files (code, docs, papers, images, video) into a queryable knowledge graph with community detection, an honest audit trail, and three outputs: interactive HTML, GraphRAG-ready JSON, and a plain-language GRAPHREPORT.md. Use when asked to analyze a codebase, understand architecture, map dependencies…

not rated 38 yesterday A SkillSpector: warn 0 tokens original MIT

ai-ad-prompt-guide

300

creatify-ai/ai-ad-prompt-guide

Skill Claude CodeCodex

Battle-tested prompting guide for AI video and image generation in advertising. Covers universal prompting rules, hallucination prevention, the SLCT framework for structured prompts, camera movement vocabulary, UGC formulas, product shot techniques, and the pass³ quality test. Includes model-specific guidance for Sora…

not rated 38 6mo ago A 178 tokens original MIT

rdf-infographic-skill

301

OpenLinkSoftware/ai-agent-skills

Skill Claude CodeCodex needs its repo

Generate sophisticated, interactive HTML infographics and optional Markdown companion documents from RDF data in any format (Turtle, RDF/XML, N-Triples, JSON-LD). Transform knowledge graphs into visually stunning, data-driven narratives with advanced CSS effects, dynamic interactions, floating navigation, smooth…

not rated 38 today A SkillSpector: warn 103 tokens original MIT

prompt-pack-support

302

fastlion4376-yrjda/prompt-pack-support

Skill Claude CodeCodex

A method for creating reusable customer-support prompts for people or chatbots. The pack can include tone rules, reply templates, escalation paths, refusals, privacy guidance, and quality checks.

not rated 38 +6 1mo ago A 71 tokens original MIT

iterabledata

303

datenoio/iterabledata

Skill Claude CodeCodex

Generates Python code that reads, writes, converts, and inspects data files with IterableData (pip install iterabledata; import iterable). Use when opening CSV, JSONL, Parquet, XML, WARC, GeoJSON, or other files; converting formats; streaming large files without pandas; or when the user mentions iterabledata…

not rated 37 20d ago A SkillSpector: pass 80 tokens original MIT

claude-on-foundry

304

Azure-Samples/claude

Skill Claude CodeCodex needs its repo

End-to-end assistant skill for the Claude on Foundry Starter Kit (Azure-Samples/claude). Walks customers through deploying, verifying, modifying, debugging, and tearing down a Claude model deployment on Microsoft Foundry using either the Bicep or Terraform IaC variant in this repo, with one-command guidance via azd…

not rated 37 16d ago B 239 tokens original MIT

fabric-cli

305

data-goblin/fabric-cli-plugin

Skill Claude CodeCodex

Use Microsoft Fabric CLI (fab) to manage workspaces, semantic models, reports, notebooks, lakehouses, and other Fabric resources via file-system metaphor and commands. Use when deploying Fabric items, running jobs, querying data, managing OneLake files, or automating Fabric operations. Invoke this skill automatically…

not rated 36 1mo ago A 76 tokens

data-product-create

306

collibra/chip

Skill Claude CodeCodex

Create a Collibra Data Product from an existing physical table (name, UUID, or URL). Discovers related tables, checks for overlap, collects governance metadata, proposes the full set of assets, and after one explicit confirmation creates the Data Product, a Port, and a Data Contract.

not rated 36 today A SkillSpector: pass 58 tokens original Apache-2.0

diggiehippie/ai-consulting-onboarding

Skill Claude CodeCodex

Generates a complete, professional client onboarding package for AI consultants, AI auditors, and solopreneurs working in the AI space (AI strategy, automation, AI readiness audits, implementation, training, etc.). Use this skill whenever a user asks to onboard a new client, set up a client folder, write a welcome…

not rated 35 6mo ago A 152 tokens

ai-audit

308

kumaran-is/claude-code-onboarding

Skill Claude Code

Run a full AI Playbook audit against an existing agentic application or AI feature. Orchestrates Decision Record reverse-engineering, security review, eval audit, launch check, and consolidated remediation planning in one flow. Use when the user explicitly runs /ai-audit or says "audit my AI app", "verify my agent…

not rated 35 2mo ago A 103 tokens original MIT

flowllm-dev

309

FlowLLM-AI/flowllm

Skill Claude CodeCodex

FlowLLM repository development guidance. Use when working in the flowllm codebase to implement, debug, test, review, or document FlowLLM runtime behavior, including CLI/client calls, services, application wiring, jobs, steps, components, configuration, streaming, registry registration, and tests.

not rated 34 2mo ago A 65 tokens original Apache-2.0

通达信TQ

311

adambbhe/TDX-finance-mcp-plugin-v3

Skill Claude CodeCodex

A connection between Python strategy files and TdxQuant, TongdaXin's platform for securities data analysis and quantitative investment research. It uses the platform's tqcenter.py module to interact with the TongdaXin client.

not rated 34 +1 2mo ago A 56 tokens original MIT

okf-enrich

312

xSAVIKx/okf-skills

Skill Claude CodeCodex

Guidance for an AI agent to enrich an Open Knowledge Format (OKF) bundle with high-quality concept descriptions using its own LLM — grounded in the bundle's schema, data profile, and samples — then optionally sync them back to the source. Use when an OKF bundle has missing, weak, or low-quality descriptions that…

not rated 33 9d ago A SkillSpector: pass 86 tokens 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: