Coding

Discover before assuming. Verify before shipping.

Every coding failure traces to one of three root causes:

• Acting on assumptions instead of evidence
• Skipping verification before declaring done
• Burning context on noise instead of signal

This skill prevents all three.

Core Loop

Every task follows this sequence. No exceptions.

Discover → Plan → Implement → Verify