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Create custom GitHub CLI extensions with interpreted scripts or precompiled binaries. Supports bash, Go, and other languages with automated build workflows.

Configure Aider AI pair programming assistant with sensible defaults for model selection, git integration, output settings, and workflow preferences.

Enforces strict NestJS architecture with Prisma ORM, comprehensive testing, API documentation, and automated quality gates for enterprise-grade backend development.

Reviews GitHub Safe Settings YAML config pull requests for formatting, actor_id validation, and suborgrepos conflicts. Ensures proper indentation, numeric IDs, and pattern overlap detection.

Build and maintain a Next.js 16 dog adoption platform with protected admin dashboard, i18n support, and Cloudinary image management. Follows strict patterns for auth, database, and image uploads.

Expert guidance for working with Hector Analytics, a privacy-first web analytics SaaS platform built with Next.js, Supabase, and shadcn/ui.

AI agent instructions for Bun-first development with LLM conversation systems. Prefers Bun over Node.js, npm, and Vite. Includes guidance for multi-participant AI conversations with structured responses.

Expert assistant for 11tybundle.dev - an Eleventy-based blog aggregator with 1600+ posts, 400+ authors, and 1400+ showcased sites. Handles data pipeline, build workflows, and Pagefind search.

Enforces test-driven development with branch-based workflow, requiring unit tests, linting, and pull requests before merging to main.

Configures Aider AI pair programming assistant with custom AWS Bedrock Claude 3.7 Sonnet model, personalized settings for code editing, git workflows, and development preferences.

Comprehensive development and architecture guidelines for StackTracker - a code search and analysis platform with React/TypeScript frontend and Express backend

Expert assistant for a Next.js call center dashboard with live feed, trending topics, alerts, semantic search, and management workflows. Handles multi-locale support, real-time updates, and Ralph autonomous development loop.

Expert guidance for working with EMBL-EBI's Ontology Lookup Service (OLS4), a full-stack ontology browser with Java/Maven backend, React frontend, Neo4j graph database, and Solr search. Includes dataload pipeline, testing, and deployment workflows.

Enforces custom Logger class usage instead of print/debugPrint in Flutter apps. Provides structured, categorized, and colorized logging with different levels (debug, info, warning, error, success) and categories (splash, navigation, api, database, ui, auth, ocr, general).

Development guide for Dagger-App, a local web application for generating Daggerheart TTRPG adventures using Claude Code via MCP. Includes architecture, patterns, workflows, and content generation guidelines.

Django package for API Key authentication with Django Ninja. Secure key management with hashing, expiration, revocation, and Django user integration.

Development conventions and linting standards for fullstack search applications using Aider with Claude Sonnet 4.5, featuring automatic TypeScript/ESLint validation via custom lint scripts.

Transform Azure infrastructure requirements into deploy-ready Bicep code using coordinated AI agents. Follows Azure Well-Architected Framework and Azure Verified Modules standards. Automates architecture assessment, design artifacts, implementation planning, and deployment validation.

Configure Aider AI pair programming tool with model selection, edit formats, git integration, and prompt caching. Optimized for Claude Sonnet with architect mode.

TDD-driven development guide for building modular document processing chains with React, Node.js, PostgreSQL, and AI agents. Follows event-sourced architecture with specialized sub-agents.