Data and AI skills

10,086 tagged Data and AI, measured the same way as everything else here.

Browse within: LLM 284agent 131agents 126agentic-ai 120cli 77skills 69machine-learning 60anthropic-claude 59coding-agents 58chatgpt 57javascript 56ai-scientist 55openai 53bioinformatics 44

brainlift-writer

481

PSkinnerTech/brainlift-writer-skill

Skill Codex

Guide for drafting, revising, and evaluating BrainLifts: AI-ready knowledge documents that move from purpose and scope to experts, DOK 2 knowledge trees, DOK 3 insights, and DOK 4 spiky points of view. Use when asked to create a BrainLift, improve BrainLift writing style, transform notes or research into structured AI…

not rated 8 +1 2mo ago A 98 tokens original MIT

math-model-code

482

OrinVoss/dsh-math-team

Skill Claude CodeCodex

A team workflow for solving mathematical modelling problems with code, including analysis, model selection, computation, plots, and reproducibility notes.

not rated 8 +2 3d ago A 98 tokens original MIT

ceres

483

AndreaBozzo/Ceres-Claude-Skill

Skill Claude CodeCodex

Use when working with Ceres — a Rust harvest-first toolkit and public open data metadata index. Covers harvesting and synchronization, optional embedding and search, CKAN, DCAT udata, and SPARQL-backed DCAT portal support, Parquet snapshot manifests/reports/changelogs, Ollama or hosted providers, CLI commands, REST…

not rated 7 2mo ago A 94 tokens

pinkpixel-dev/skills-collection-1

Skill Claude CodeCodex

Audit how a brand appears in AI-powered search (ChatGPT, Perplexity, Claude, Gemini). Use when user mentions "AI search," "how do I show up in ChatGPT," "AI discoverability," "AEO," "LLM visibility," or wants to understand their brand's AI presence.

not rated 7 1mo ago A 70 tokens original Apache-2.0

oms-cocoindex

485

armelhbobdad/oh-my-skills

Skill Claude CodeCodex

Use when builds data transformation flows on top of cocoindex — a Python framework with a Rust engine for ultra-performant, incremental data indexing (ETL, RAG ingestion, knowledge graphs, vector search). Covers the flow-building public API: FlowBuilder, DataScope, DataSlice, Flow, FlowLiveUpdater, sources, targets…

not rated 7 4mo ago A 168 tokens original Apache-2.0

Harmeet10000/skills

Skill Claude CodeCodex

Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.

not rated 7 4mo ago A 45 tokens original MIT

cogniac

487

Cogniac/skills

Skill Claude CodeCodex

Query and manage the Cogniac computer vision platform. Use when working with Cogniac tenants, applications, subjects, media, EdgeFlow/CloudFlow appliances, cameras, deployments, or workflows — including uploading media, checking fleet status, reading aggregate stats, or monitoring EdgeFlow/CloudFlow clusters. Triggers…

not rated 7 1mo ago A 94 tokens original Apache-2.0

prompt engineering

488

Jsebayhi/prompt-engineering-extension

Skill Claude CodeCodex

Use this skill when asked to create, refine, analyze, or optimize prompts for Large Language Models (LLMs). This skill ensures adherence to prompt engineering best practices and enforces a rigorous design workflow.

not rated 7 8mo ago A 43 tokens original MIT

grounded-causal-link

489

jnorthrup/TrikeShed

Skill Claude CodeCodex

Translate between NLPCore and NARS through BrainClient/ModelMux while preserving an immutable Hermes transcript CID and its CoreNLP sentence/dependency record.

not rated 7 +1 today A 0 tokens AGPL-3.0

metrillm

490

MetriLLM/metrillm

Skill Claude Code

Find the best local LLM for your machine. Tests speed, quality and RAM fit, then tells you if a model is worth running on your hardware.

not rated 7 +1 3mo ago A 35 tokens original Apache-2.0

prompt_control_lab

491

VeraPyuyi/prompt_control_lab

Skill Claude CodeCodex

Guard and improve prompts before expensive Codex, IDE, or CLI agent work. Use when a prompt is vague, broad, risky, costly, or should be optimized before implementation.

not rated 7 +1 13d ago A 40 tokens

token-optimizer

492

samibajwaisking/Token-Optimizer-Skill

Skill Claude CodeCodex

Maximize Claude's output quality while minimizing input token usage. Use this skill whenever a user wants to compress prompts, reduce token consumption, extract maximum output from Claude, write high-density instructions, optimize system prompts, or improve AI communication efficiency. Trigger on phrases like…

not rated 6 3mo ago A 134 tokens

unified-ai-gateway

493

happy520ai/unified-ai-system

Skill Codex

Operate and evaluate Unified AI System through twelve governed MCP tools, including provider-free prompt enhancement, while preserving fake-provider, authorization, and evidence boundaries.

not rated 6 5d ago A SkillSpector: warn 35 tokens original Apache-2.0

Mirannonarbitrable290/agentic-kaggle-skill

Skill Claude CodeCodex

AI Agent-driven Kaggle competition workflow. Learn from real competition experience: score stabilization patterns, submission troubleshooting, kernel workflows, GPU task delegation, and the spec-driven development approach that achieved top leaderboard positions. Use when: working on any Kaggle competition, analyzing…

not rated 6 today A 76 tokens original MIT

prompt-improver

495

owenob1/prompt-improver

Skill Claude Code

Transform vague prompts into precise, verifiable structured XML prompts that coding agents execute reliably. Modes: execute (default — generate then run) and plan (generate XML for review first). Use when the user says improve prompt, make this work better, prompt engineer, structure a request, plan a complex change…

not rated 6 1mo ago A 104 tokens original MIT

zenml-io/skills

Skill Claude CodeCodex

Migrate Databricks Workflows (Lakeflow Jobs) to idiomatic ZenML pipelines. Handles concept mapping (Job->pipeline, Task->step, task values->artifact), notebook refactoring, code translation for all Databricks task types (notebooktask, pythonwheeltask, sqltask, dbttask, conditiontask, foreachtask, runjobtask…

not rated 6 today A 292 tokens original MIT

auto-research

497

Pavel-Tk/auto-data-scientist

Skill Claude Code

Autonomous ML research loop. Handles initialization (interactive dataset scan, EDA, user interview, strategy planning) and autonomous iteration (hypothesis selection, experiment execution via worker agent, state updates). Use when the user says "start research", "auto research", "run ML research", "initialize…

not rated 6 5mo ago A 72 tokens original MIT

autodl-research-pilot

498

chengxi271-commits/autodl-research-pilot

Skill Codex

Inspect, select, rent, and observe AutoDL compute for a concrete research workload. Use when Codex must decide between local, existing, Pro, or Enterprise Elastic GPUs; validate disk, network, persistence, and runtime fit; or operate an approved AutoDL run through the API and SSH.

not rated 6 changed 5d ago A SkillSpector: pass 67 tokens original Apache-2.0

legal-kb-builder

499

Youchu-lawhub/legal-kb-builder

Skill Claude CodeCodex

A tool for turning legal documents and other source material into a searchable local knowledge base. It supports sources such as PDF, DOCX, images, Markdown, and question-and-answer sets.

not rated 6 2mo ago B 124 tokens

picident

500

HaoyueQin/picture-identification-MCP

Skill Claude CodeCodex

A tool that gives text-only AI agents the ability to understand images, screenshots, charts, and PDFs through vision models.

not rated 6 1mo ago A 100 tokens original MIT

ai-ml

501

iuliandita/skills

Skill Claude CodeCodex

· Build/review AI apps: LLMs, RAG, embeddings, agents, evals, local inference. Triggers: 'llm', 'rag', 'embedding', 'openai sdk', 'agent loop', 'fine-tune', 'ollama', 'vllm'. Not for MCP (use mcp).

not rated 6 +1 changed 5d ago A SkillSpector: warn 72 tokens original MIT

llm-d-incubation/llm-d-skills

Skill Claude CodeCodex needs its repo

Configure and deploy Workload Variant Autoscaler (WVA) for llm-d inference deployments. Guides users through namespace selection, WVA repo location, configuration (with presets or custom values), deployment via Makefile + kubectl apply, and verification. Produces a reusable deployment script.

not rated 6 +1 27d ago A 68 tokens original Apache-2.0

vllm-optimize

503

AMD-AIM/inference-skill

Skill Claude CodeCodex

Run vLLM benchmark and profiling workflow in containerized environments. Provides automated model loading, concurrency sweep, torch profiling, and GPU kernel analysis. Works with AMD MI355X/MI300X and NVIDIA GPUs.

not rated 6 +1 3mo ago A 49 tokens original MIT

Zero-Ricardo/crawler-discovery-workflow-skills-SOP-skill

Skill Claude CodeCodex

Use when Claude Code is asked to build, debug, evaluate, or integrate a crawler/data-collection workflow for a new website, new data source, or new data type. This skill enforces a staged engineering process: compliance and scope check, data contract definition, site exploration, API/HTML/rendered/WAF classification…

not rated 6 +1 3mo ago A 122 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: