master-brain

Overview

No inference without evidence. No conclusion without verification.

Every analysis passes through a mandatory 5-stage reasoning loop. Every stage is processed as a distinct, demarcated unit of work. The loop repeats from Observation if Verification fails.

Violating the letter of the rules is violating the spirit of the rules. This principle binds at every stage. No stage may be skipped or waved off as "obvious."

When to Use

Analysis, decision, or evaluation needed?
├─ No  → Don't use this skill
└─ Yes → Can it be answered in a single step?
          ├─ Yes → Don't use this skill
          └─ No  → USE this skill