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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

project-context

Andrew1326

OpenCivilizations project architecture, patterns, and conventions. Auto-applies for implementation tasks to ensure consistency.

GitHub

feature-dev

mguttmann

Complete feature development workflow from spec to delivery with review and testing

GitHub

architect

nickstrad

Provides architectural guidance and design patterns for implementing new features in the Nick Stack codebase. Use when planning implementations, designing new features, or making architectural decisions.

GitHub

docs-adr

claushaas

Documentation and ADR updates for architectural decisions. Use when there are design changes, new features, or a need to record decisions.

GitHub

animator

ahoybuoy

Animation and micro-interaction patterns for web interfaces. Use when adding transitions, animations, hover effects, loading states, or any motion to UI components.

GitHub

java-contract-testing

HZeroxium

Establish contract testing (OpenAPI + consumer-driven contracts) with compatibility gates to prevent breaking changes in microservices. Use when API evolution risks breaking consumers or when you need CI enforc...

GitHub

architecture-blueprint

claushaas

Plan system architecture and design for new features, large refactors, and long-term decisions; use when there is impact on components, data, integrations, or scalability.

GitHub

testing

jmgomezdev

Testing strategies based on Clean Architecture layers. Trigger: Invoke when writing tests to enforce layer-specific mocking strategies (Unit vs Integration)

GitHub

architect

nickstrad

Provides architectural guidance and design patterns for implementing new features in the Nick Stack codebase. Use when planning implementations, designing new features, or making architectural decisions.

GitHub

playwright

eduardbar

Playwright E2E testing patterns and best practices. Trigger: When writing or running E2E tests.

GitHub

clean-code-guardian

greentcsolutions-lab

Enforces modern TypeScript + Next.js 14+/15 conventions for clean, safe, maintainable code. Invoked by prompt-classifier in IMPLEMENT/EDIT/DEBUG sequences via "clean-code-guardian ". Acts as quality gate before...

GitHub

rapid-prototyper

anorbert-cmyk

Rapid Prototyper balancing speed with "upgrade paths" to ship clear, working end-to-end demos quickly.

GitHub

project-architect

greentcsolutions-lab

Guides structure decisions for Next.js App Router projects with TypeScript. Invoked by prompt-classifier on PLANNING/IMPLEMENT sequences via "plan-structure". Focuses on minimal, colocated organization per CLAU...

GitHub

interview-conductor

ccalebcarter

Session facilitator for comprehensive worldbuilding discovery. Orchestrates structured interviews across all domains (story, character, world, visual), extracts what the author knows, captures decisions, identi...

GitHub

moovs-shaping

natemoovs

Creates comprehensive shaping documents for the Moovs product development process. Use when the user wants to shape a product feature, has a problem.md file describing an idea, mentions "shaping", "pitch", or w...

GitHub

releasing-version

AlbertoBasalo

Updates documentation, generates changelogs, and handles versioning. To be used for automating release tasks.

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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