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Enforces Clean Architecture patterns for Flutter apps with Firebase integration, MVVM state management, and comprehensive development guidelines. Based on a TMB calculator project developed with AI assistance.

Core types and classes for accessing Google AI/ML models and services in an auth-independent way. Supports Gemini models through both Google AI Studio and Google Cloud Vertex AI with function/tool calling capabilities.

Turn a function into an http.Agent instance. Create custom HTTP/HTTPS agents by implementing a connect() function that returns sockets or delegates to other agents.

Automate AppSheet operations (CRUD + actions) in n8n workflows. Create, read, update, delete records, and invoke custom AppSheet actions without hardcoding API calls.

Execute SSH commands, upload/download files, and manage remote servers through n8n workflows with dynamic configuration and AI agent integration

Configure Aider, the AI pair programming tool, with comprehensive settings for models, git integration, output formatting, and workflow automation.

A quantum-inspired pattern analysis engine for financial markets using three-state quantum systems, multi-tier memory architecture, and chaos mathematics for trading signal generation.

Aider AI coding assistant with Claude 3.5 Sonnet for AI-powered code editing, repo mapping, and git integration. Optimized for collaborative development workflows.

Integrate ToolPlex MCP client to enable AI agents to discover, install, and execute 4,000+ curated MCP tools with automatic dependency resolution and workflow memory.

Expert guidance for developing JAM Auto's job scheduling system - a monorepo with Next.js portal, Node.js scheduler, and Python optimizer with Google OR-Tools integration.

Implement comprehensive input validation security controls following OWASP best practices. Validates data at syntactic and semantic levels, implements allowlisting over denylisting, handles Unicode text safely, and prevents common injection attacks through proper input sanitization.

Expert guidance for developing and maintaining a Spring Boot microservice that uses Drools rule engine for AI-enhanced dynamic pricing evaluation with PostgreSQL, Redis caching, and comprehensive financial metrics processing.

Expert assistant for PostgreSQL SELECT queries, CTEs, window functions, joins, and advanced SQL patterns based on official PostgreSQL documentation

Expert guidance for implementing Claude API tool use / function calling patterns. Covers client tools, server tools, MCP integration, structured outputs, and best practices for extending Claude's capabilities.

Expert guidance for working with the TTAnalysis table tennis match analysis web application built with React, TypeScript, Supabase, and Vite. Provides context on architecture, database schema, development workflow, and key features.

Browser extension development workflow for Hacker News Companion. Handles builds, tests, data scripts, and follows extension best practices with ES modules and Jest testing.

Expert assistant for developing TrysteroSwift, a peer-to-peer Swift networking library using Nostr and WebRTC for decentralized communication.

Guidance for working with an Nx monorepo containing a Next.js 15 frontend (Vercel) and Hono.js backend (Cloudflare Workers) with D1 database

Expert guidance for writing and running Python tests using pytest framework, including fixtures, assertions, test organization, and best practices.

Manage multiple Claude Code settings.json configurations with fast context switching. Switch between work, personal, or project-specific Claude settings instantly.