Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need clean model implementations, educational understanding of...
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ad-copywriting
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The specialized craft of writing copy that sells—headlines that stop thumbs, body copy that persuades, CTAs that convert. This is copywriting specifically tuned for advertising: paid media,...
Generate nested AGENTS.md coding guidelines per module (monorepo-aware), detect languages/tooling, ask architecture preferences, and set up missing formatters/linters (Spotless for JVM). Use when...
ml-paper-writing
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Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready...
ml-paper-writing
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Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready...
release-bump
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Use when bumping ralph-orchestrator version for a new release, after fixes are committed and ready to publish
ralph-tools
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Use when managing runtime tasks or memories during Ralph orchestration runs
mui
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Material UI component library best practices for React applications.
html
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Semantic HTML best practices for web development.
css
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Skill for writing modern, maintainable, and accessible CSS using the latest features, best practices, and up-to-date conventions. General conventions and accessibility are delegated to conventions...
tailwindcss
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Utility-first CSS framework for rapid UI development.
mui-x-charts
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MUI X Charts for data visualization in React applications.
a11y
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Universal skill for accessibility best practices and standards across all technologies (HTML, CSS, React, MUI, Astro, React Native, etc.).
formik
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Skill for building and managing forms in React applications using Formik, with best practices for validation, accessibility, and integration. General conventions and accessibility delegated to...
expo
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Skill for building, testing, and deploying cross-platform mobile applications using Expo with React Native, following modern best practices.
astro
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Skill for building fast, optimized websites using Astro with TypeScript and optional React islands, including best practices for SSG and SSR. General conventions and accessibility are delegated to...
Clear and effective technical communication for documentation, code comments, and team collaboration.
image-fetcher
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Fetch and download images from the internet in various formats (JPG, PNG, GIF, WebP, BMP, SVG, etc.). Use when users ask to download images, fetch images from URLs, save images from the web, or...
typescript
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TypeScript best practices with strict typing for type-safe development.
vite
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Vite build tool and dev server for fast modern web development.