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AI assistant for analyzing and troubleshooting GitOps pipelines managed by Flux Operator on Kubernetes clusters using MCP server tools

Expert guidance for developing Home Assistant custom integrations with modern Python standards, pytest testing, and CI/CD workflows

AI assistant specialized in analyzing and troubleshooting GitOps pipelines managed by Flux Operator on Kubernetes clusters using MCP tools

Build and maintain nixai, a modular CLI tool for NixOS troubleshooting with multi-LLM support, documentation queries, and log diagnostics.

Copilot instructions for building nixai, a modular console-based NixOS troubleshooting and configuration assistant with multi-LLM support and MCP documentation integration.

Documentation-first AI assistant for the DuckDuckGo Android app. Enforces project rules validation before code generation and prioritizes project-specific documentation over general knowledge.

Expert guide for ESPHome YAML configuration, C++ component development, and IoT device firmware generation. Helps with microcontroller setup, component creation, and home automation integration.

AI collaboration guide for ESPHome - configure ESP32/ESP8266/RP2040 microcontrollers via YAML, generate C++ firmware, and integrate with home automation systems

Development guidelines for wvlet/airframe - Essential Building Blocks for Scala. Covers multi-platform builds (JVM/JS/Native), sbt workflows, testing with AirSpec, and contribution standards.

Guides AI models in developing ESPHome components for IoT devices. Covers YAML config validation, C++ code generation, platform-specific implementations, and testing workflows for ESP32/ESP8266/RP2040 microcontrollers.

Development guidelines for Scala multi-platform projects using sbt, AirSpec, and airframe conventions. Covers JVM/JS/Native cross-building, formatting, testing, and git workflows.

Enforces documentation-first development for DuckDuckGo Android project using MCP doc-bot server. Ensures all code generation and project-specific queries use authoritative project documentation instead of general knowledge.

Essential building blocks for Scala development with Airframe framework. Covers multi-platform builds (JVM/JS/Native), sbt workflow, AirSpec testing, code style, and git conventions for Airframe projects.

Enforces documentation-first development for DuckDuckGo Android app with MCP doc-bot integration, mandatory tool validation for code generation and project inquiries, and strict prohibition of general knowledge responses.

Build system for wvlet/airframe - multi-module Scala project supporting JVM, Scala.js, and Scala Native with sbt build tool and AirSpec testing framework

Enforces doc-bot MCP server usage for project-specific queries, code generation, and documentation access in the DuckDuckGo Android app. Ensures all responses derive from project documentation rather than general knowledge.

Guide for developing ESPHome components and firmware for ESP32/ESP8266/RP2040 microcontrollers using YAML configuration and Python code generation

Branch management, PR targeting, and semantic versioning workflow for homebridge-smarthq project with beta-first releases

Zero-config Biome preset enforcing strict code quality standards through automated formatting and linting for TypeScript/JavaScript projects

Zero-config Biome preset enforcing strict TypeScript/React code quality standards with automated formatting and linting