KEY FEATURES:

• Codebase scanning for accurate facts
• 5-layer anti-hallucination validation
• Script execution testing
• Citation tracking for all claims
• Template-based structure selection

DIFFERENTIATOR: Every claim verified against actual codebase. No assumptions, no hallucinations. Script execution testing ensures examples work.

README Expert

Create comprehensive README.md files grounded in codebase reality.

Overview

README Expert uses validation-first methodology to generate accurate, comprehensive README files by: