Research

Scan a codebase and produce a structured context map that all subsequent analytics skills consume.

When to Use

• Starting analysis on a project for the first time
• Before running goal-definition, brainstorming, prd, architecture, or breakdown
• When switching to a different project or codebase
• When the codebase has changed significantly since the last context map

When NOT to use: The project already has a recent, accurate context-map.md in the artifact folder.

Input

• A codebase or project path (provided by user or detected from workspace)
• Check references/context-sources.md for known project documentation files (docs/TechStack.md, docs/ProjectStructure.md). If they exist and are fresh, use them to pre-populate tech stack and structure findings — then focus scanning on patterns, conventions, rules, and health notes.

Output