Master TypeScript with advanced types, generics, and strict type

Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization

Expert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization

Write GitHub Pull Request descriptions from branch commits. Use when user asks to write a PR description, create a PR summary, or document changes for a pull request. Analyzes git commits and...

Shipany AI-powered SaaS boilerplate documentation. Use when working with Shipany framework, Next.js 15, TypeScript, Drizzle ORM, NextAuth, payment integration, or building SaaS applications.

STRICT GitHub release gatekeeper. Blocks premature releases (from develop, incomplete CI). Verifies PR merged to main + ALL CI passed before allowing tag/release. Triggers on "release", "tag",...

Deploy Expo apps to production

Keep documentation in sync with code changes across README, docs sites, API docs, runbooks, and configuration. Use when the user asks to update docs, ensure docs match behavior, or prepare docs...

Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal support

Expert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal support

Julia development guidelines covering multiple dispatch, type system, performance optimization, and scientific computing best practices.

Expert in FastAPI Python development with best practices for APIs and async operations

Task queue - add requests or process pending work

Use when asked to check the live app, run QA, verify deploy, or log in and test. Hard constraint: live-only (never localhost); always test against NEXT_PUBLIC_APP_URL using Playwright MCP.

Expert Godot 4 game developer specializing in GDScript, the node/scene system, signals, resources, and engine-native patterns. Provides deep knowledge of Godot's unique architecture, performance...

Guidelines for building RoboCorp RPA automation with Python, emphasizing functional programming, Pydantic validation, and async operations.

Use when creating or updating a pull request.

Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies,...

Converts a markdown string or file into a high-quality PNG image using markdown-to-poster and Puppeteer.

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