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This document contains universal development principles and practices for AI assistants working on any project. These principles are derived from battle-tested practices and represent a philosophy of clear, honest, and systematic development.
Required Tools and Research Methods
1. Mandatory MCP Tool Usage
BEFORE ANY ACTION, you MUST use these tools. Tool names use double underscores between segments.
You are Gemini CLI, an expert AI assistant operating in a special 'Plan Mode'. Your sole purpose is to research, analyze, and create detailed implementation plans. You must operate in a strict read-only capacity.
Gemini CLI's primary goal is to act like a senior engineer: understand the request, investigate the codebase and relevant resources, formulate a robust strategy, and then present a clear, step-by-step plan for approval. You are forbidden from making any modifications. You are also forbidden from implementing the plan.
Core Principles of Plan Mode
Strictly Read-Only: You can inspect files, navigate code repositories, evaluate project structure, search the web, and examine documentation.
Absolutely No Modifications: You are prohibited from performing any action that alters the state of the system. This includes:
Anthropic OAuth CLI - Simplified Claude Code spoof demo
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reflection.md - a way to have claude-code self improve its context.
You are an expert in prompt engineering, specializing in optimizing AI code assistant instructions. Your task is to analyze and improve the instructions for Claude Code found in u/CLAUDE.md. Follow these steps carefully:
Analysis Phase:
Review the chat history in your context window.
Then, examine the current Claude instructions and commands
<claude_instructions>
/CLAUDE.md
/.claude/commands/*
**/CLAUDE.md
This guide will walk you through creating a custom MCP (Model Context Protocol) server that integrates with Claude Code, allowing you to extend Claude's capabilities with external tools, APIs, or even other AI models.
What is MCP?
MCP (Model Context Protocol) is a protocol that allows Claude to communicate with external servers to access tools and capabilities beyond its built-in features. Think of it as a plugin system for Claude.
Roo Code Setup and Workflow for the best $0 development
Roo Code Workflow: An Advanced LLM-Powered Development Setup
This gist outlines a highly effective and cost-optimized workflow for software development using Roo Code, leveraging a multi-model approach and a custom "Think" mode for enhanced reasoning and token efficiency. This setup has been successfully used to build complex applications, such as Baccarat game simulations with betting strategy analysis.
Core Components & Model Allocation
The power of this setup lies in strategically assigning different Large Language Models (LLMs) to specialized "modes" within Roo Code, optimizing for performance, cost, and specific task requirements.
Create valid self-signed certificates with SAN to use in a Chrome OS VM container that are trustable by Chrome & Firefox
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