Generate a polished slide deck from a rough outline or markdown

The problem

AI agents frequently forget your project constraints, leading to repetitive questions about your stack or code changes that violate your specific architectural decisions.

What it does

• Scans configuration files and directory structures to map your technical stack.
• Interviews you about project goals, user types, and intentional technical debt.
• Document specific "hard rules" and conventions that agents must follow.
• Generates a standardized PROJECT_CONTEXT.md file designed for agent consumption.
• Establishes a source of truth for in-flight features and protected directories.

Frameworks & tools

Works with any stack including Node.js, Python, Go, Rust, and Ruby. Recognizes tools like Next.js, FastAPI, Vite, Vitest, Ruff, and Prettier.

Why this beats prompting it yourself

Manually explaining a codebase in every session is slow and error-prone. This skill automates the extraction of tech specs and forces the agent to acknowledge existing patterns, ensuring consistency across different tools like Cursor, Claude Code, and Windsurf.

Use cases

• Bootstrapping context for a new repository to ensure early consistency.
• Onboarding agents or human teammates to complex legacy codebases.
• Switching between different AI coding assistants without losing project "memory".
• Protecting sensitive architectural choices from being refactored by over-eager agents.