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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

ios-knowledge-skill

adilkalam

Skill providing structured iOS lane knowledge: SwiftUI vs UIKit/TCA/MVVM patterns, data stack choices, and OS 4.1 iOS standards. Uses context7 libraries for global guidance.

GitHub

pg-style-editor

adilkalam

Edit writing to adopt Paul Graham's exceptionally clear style for research and long-form content - concrete language, varied sentence rhythm, accessible formality, specific evidence. Use when user wants to rewr...

GitHub

alignment-verification

adilkalam

Zero-tolerance alignment verification protocol. Alignment is binary - elements are either in line or they're not. Report exact measurements, no tolerances, no "close enough."

GitHub

nextjs-knowledge-skill

adilkalam

Skill providing structured Next.js knowledge: App Router patterns, RSC usage, rendering/data strategies, and modern Next.js best practices.

GitHub

youtube-transcript

adilkalam

Download YouTube video transcripts when user provides a YouTube URL or asks to download/get/fetch a transcript from YouTube. Also use when user wants to transcribe or get captions/subtitles from a YouTube video...

GitHub

article-extractor

adilkalam

Extract clean article content from URLs (blog posts, articles, tutorials) and save as readable text. Use when user wants to download, extract, or save an article/blog post from a URL without ads, navigation, or...

GitHub

frontend-aesthetics

adilkalam

Global frontend aesthetics skill that helps Claude avoid generic "AI slop" UI and make bold, intentional visual decisions while still honoring each project's design-dna, tokens, and architecture.

GitHub

tapestry

adilkalam

Unified content extraction and action planning. Use when user says "tapestry ", "weave ", "help me plan ", "extract and plan ", "make this actionable ", or similar phrases indicating they want to extract conten...

GitHub

session-memory-bootstrap

jgh0sh

Session start bootstrap. Use this skill at the beginning of EVERY new session, before answering anything else. Purpose: load persistent user memory from the repo-root memories.md file (create it if missing), th...

GitHub

testing-guidelines

tumma72

Pytest testing patterns, fixtures, mocking, and coverage for GMailArchiver. Use when writing unit tests, integration tests, creating fixtures, mocking Gmail API, or checking coverage. Triggers on: test, pytest,...

GitHub

tdd-workflow

tumma72

Test-Driven Development (TDD) red-green-refactor cycle for GMailArchiver. Use when implementing features, fixing bugs, or following the 6-phase workflow. Triggers on: TDD, test-driven, red-green, failing test,...

GitHub

coding-standards

tumma72

Python code style, formatting, linting, and type hints for GMailArchiver. Use when writing Python code, fixing ruff or mypy errors, adding type hints, formatting imports, or reviewing code quality. Triggers on:...

GitHub

database-operations

tumma72

SQLite database, DBManager, HybridStorage, and schema operations for GMailArchiver. Use when working with database queries, transactions, mbox offsets, FTS5 search, or data integrity. Triggers on: database, SQL...

GitHub

gmailarchiver-patterns

tumma72

GMailArchiver architecture, layer patterns, and component design. Use when working with cli, core, data, connectors, or shared layers, or understanding component dependencies. Triggers on: architecture, layer,...

GitHub

graphite-workflow

jclfocused

Use this skill when working with Graphite (gt) for stacked PRs, using execute-issue-graphite agent, or when the user mentions Graphite, stacking, or gt commands. Ensures proper use of gt commands instead of raw...

GitHub

jira-discipline

jclfocused

Use this skill when discussing code changes, implementation work, feature status, or when starting/completing development tasks. Reminds about Jira issue tracking discipline - always having an issue in progress...

GitHub

mvp-scoping

jclfocused

Use this skill when discussing features, planning work, or when users describe what they want to build. Guides MVP thinking - focusing on "what's the minimum to make this work?" rather than comprehensive soluti...

GitHub

linear-discipline

jclfocused

Use this skill when discussing code changes, implementation work, feature status, or when starting/completing development tasks. Reminds about Linear issue tracking discipline - always having an issue in progre...

GitHub

atomic-design-planning

jclfocused

Use this skill when discussing UI components, design systems, frontend implementation, or component architecture. Guides thinking about Atomic Design methodology - atoms, molecules, organisms - and promotes com...

GitHub

mvp-scoping

jclfocused

Use this skill when discussing features, planning work, or when users describe what they want to build. Guides MVP thinking - focusing on "what's the minimum to make this work?" rather than comprehensive soluti...

GitHub

vertical-slice-planning

jclfocused

Use this skill when discussing feature breakdown, PR structure, implementation ordering, or how to decompose work. Guides thinking about vertical slices (end-to-end functionality) rather than horizontal layers...

GitHub

issue-writing

jclfocused

Use this skill when writing, reviewing, or discussing issue descriptions, acceptance criteria, or task breakdowns. Ensures consistent, high-quality issue structure that any developer or AI can pick up and execu...

GitHub

atomic-design-planning

jclfocused

Use this skill when discussing UI components, design systems, frontend implementation, or component architecture. Guides thinking about Atomic Design methodology - atoms, molecules, organisms - and promotes com...

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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