aif-explore

To explore a codebase and brainstorm architecture safely, this Skill acts as a thinking partner that reads context, surfaces requirements gaps, and visualizes concepts without modifying any code. It guides problem framing and design exploration to align stakeholders before implementation begins.

Framing software design problems with an AI collaborator involves reading existing documentation and code to surface questions, then visualizing concepts with ASCII diagrams. This approach enforces safe exploration by guiding notes and structured summaries while strictly avoiding any code modifications.

You visualize codebase architecture and requirements by entering an exploration mode that reads context and generates ASCII diagrams alongside structured summaries. This process surfaces gaps in requirements and helps stakeholders align on design decisions before any implementation changes occur.

You need a thinking partner for software engineering research tasks when you must think through problems and explore ideas before implementing changes. It helps reduce hasty decisions and misalignment by framing problems, reading codebase context, and surfacing gaps in requirements.

This codebase exploration approach works without external dependencies or components, operating entirely as an advanced internal reasoning process. It focuses on reading documentation, visualizing concepts with ASCII diagrams, and guiding structured notes to help you think deeply through design problems.