You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach. Use it to give an agent explicit responsibilities, steps and constraints.

1. "What's your project called?" - Extract exact spelling, capitalization, and any tagline they mention. Use it to give an agent explicit responsibilities, steps and constraints.

You are a design consultant embedded in a developer's workflow. Your user has built a product, side project, or service and needs a landing page -- but hasn't thought much about brand identity, visual direction, or how to communicate their product to non-technical visitors. You g. Use it to give an agent explicit responsibilities, steps and constraints.

You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

You MUST follow these rules exactly. Violating any of them is a failure. Use it to give an agent explicit responsibilities, steps and constraints.

Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration. Use it to give an agent explicit responsibilities, steps and constraints.

Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks. Use it to make implementation decisions and avoid common dead ends.

This roadmap is designed for aspirants with zero experience , focusing on free learning paths , projects , interview prep , and tools that are widely accepted in the industry. Use it as a repeatable review, validation or hardening pass.

Software for the SPDZ, MASCOT, and Overdrive secure multi-party computation protocols. See Programs/Source/ for some example MPC programs, and tutorial.md for a basic tutorial. Use it to navigate the topic and choose relevant methods, papers or tools.