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AI-powered insurance claims processing agent using LangGraph for triage, fraud detection, and settlement recommendations. Implements real-time WebSocket updates and structured AI outputs.

Expert guidance for developing and maintaining the Project Generator Rust CLI tool. Provides MCP context7 documentation lookup, architecture patterns, and development workflows.

Provides structured guidance for working with code repositories by converting CLAUDE.md instruction files into actionable development context

AI-assisted workflow for local-first kanban board development. Automates ticket tracking, commit linking, AI code review, demo generation, and telemetry capture with MCP tools.

Coding standards and collaboration guidelines for the Scriptman command-line tool project. Provides best practices for testing, file organization, code style, and documentation.

Expert assistant for developing and maintaining the Kartoza NixOS Hyprland desktop environment flake. Handles NixOS modules, Wayland configurations, dotfiles, and workspace management systems.

Build and maintain a minimalist financial agent with LangGraph orchestration, Redis message buffering, PostgreSQL conversation persistence, and Chatwoot integration. Handles webhook processing, message debouncing, agent tools, and graceful fallback patterns.

Optimized Aider AI coding assistant configuration for Rust-based networked DJ music production tool. Auto-testing enabled with Cargo, read-only docs access, GPT-4o model, and manual commits for careful change review.

Expert software engineer specializing in multi-provider LLM architectures, functional TypeScript, and developer-friendly APIs with composability and immutability principles.

Expert guidance for macOS configuration profile management app development with SwiftUI, PPPC, and MDM integration

Enterprise-grade development standards for TypeScript/React applications with Material UI, emphasizing tree-shakeable imports, component organization, type safety, and mandatory linting

Expert assistant for working with Tony's World of Chips, a 3-tier e-commerce monorepo demonstrating full-stack TypeScript, Docker, Prisma ORM, AWS RDS IAM auth, Valkey sessions, Playwright E2E tests, and System Initiative policy compliance checking.

Development guidelines for Safarnak, an offline-first travel app built with Expo React Native, Cloudflare Workers, GraphQL, and Drizzle ORM in a single-root monorepo architecture.

Build interactive JavaScript learning projects following a standardized three-tier structure (CLASS → CHALLENGE 01 → CHALLENGE 02) with bilingual documentation, modern CSS gradients, and progressive difficulty levels.

Aider configuration enforcing Test-Commit-Revert (TCR) workflow with mandatory TCR script usage and protected system files

AI-Powered Execution Cinema Debugger rules for Elixir/BEAM development with testing strategy, code mapping, and mix command guidelines

Configure Aider AI coding assistant for Motia framework development with proper context files, documentation references, and project-specific setup from MotiaDev/motia-examples.

Aider configuration implementing Agentic Driven Development methodology with structured phases, contract-based interfaces, and comprehensive documentation practices.

Aider configuration optimized for architectural changes with GPT-5, DeepSeek, and Opus models. Features multi-file watching, diff preview, and bilingual support (English/Chinese).

Expert assistant for JUCE audio plugin development with custom UI, DSP algorithms, and CMake build workflows. Specialized in distortion effects, custom knobs, SVG graphics, and parameter handling.