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Data & AI AI Skills

Discover Data & AI skills, compare source repositories and read the instructions for each workflow.

Categories: Data & AI

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GitHub

frontend-philosophy

kdcokenny

Visual & UI philosophy (The 5 Pillars of Intentional UI). Understand deeply to avoid "AI slop" and create distinctive, memorable interfaces.

GitHub

setup-claude-md

ambient-code

Create comprehensive CLAUDE.md files with tech stack, standard commands, repository structure, and boundaries to optimize repositories for AI-assisted development

GitHub

implement-type-annotations

ambient-code

Add comprehensive type hints to Python/TypeScript code to improve IDE support, catch errors early, and enable better AI code understanding

GitHub

agents-md-assistant

dmitriiweb

Inspect a repository and draft an AGENTS.md file using the standard template, capturing commands, structure, and workflow rules.

GitHub

format-lint-assistant

dmitriiweb

Run the project's formatter, linters, and mypy checks in the required order, fixing issues and managing any needed stub dependencies via uv.

GitHub

git-commit-assistant

dmitriiweb

Generate high-quality conventional git commit messages and, with user approval, run the commit. Use when drafting or refining commit messages, validating commit quality, or committing staged work while avoiding...

GitHub

research-to-diagram

wshuyi

深度调研主题并自动生成知识关系图谱PDF。接收研究主题后自动进行网络调研、信息收集、知识整理,最终生成专业的可视化关系图谱。适用于"研究...并做图"、"深度分析...并可视化"、"生成知识图谱"等场景。

GitHub

desk-accessory

paulrobello

Generate desk accessories for the Claude Office Visualizer. Creates small office items (mugs, staplers, plants, etc.) that sit on agent desks. Items are made grayscale/white by default so they can be tinted dif...

GitHub

creating-skills

tilework-tech

Use when you need to create a new custom skill for a profile - guides through gathering requirements, creating directory structure, writing SKILL.md, and optionally adding bundled scripts

GitHub

code-review-reception

tilework-tech

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement...

GitHub

building-uiux

tilework-tech

Use when implementing user interfaces or user experiences - guides through exploration of design variations, frontend setup, iteration, and proper integration

GitHub

brainstorming

tilework-tech

IMMEDIATELY USE THIS SKILL when creating or develop anything and before writing code or implementation plans - refines rough ideas into fully-formed designs through structured Socratic questioning, alternative...

GitHub

root-cause-tracing

tilework-tech

Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source o...

GitHub

webapp-testing

tilework-tech

Use this skill to build features or debug anything that uses a webapp frontend.

GitHub

memorize

tilework-tech

Use this to save important implementation decisions, patterns, or context to the Nori knowledge base for future sessions.

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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