Reset the Purpose
Compatibility analysis is most useful for reading interaction patterns, not declaring relationship fate.
Binary right-wrong framing often blocks dialogue and increases defensive behavior.
How to Read Difficult Windows
When challenging signals overlap, prioritize fact-check conversations before emotional conclusion conversations.
When supportive signals overlap, use the window for explicit short-term and long-term agreements.
Conversation Protocol
Use request-based statements instead of blame-based statements. This single shift reduces escalation probability.
Limit high-tension talks to short blocks and resume after cooldown intervals.
Real Success Metric
A realistic metric is recovery speed after disagreement, not the complete absence of conflict.
Monthly compatibility logging is often enough to identify repeated interaction loops.