Bugfix: How to fix 0% outcome tracking to enable actual learning?

Documentation for Sessions

🐛 Bugfix: How to fix 0% outcome tracking to enable actual learning?

📋 Decision Context

Question:

How to fix 0% outcome tracking to enable actual learning?

Task: Session 42: Fix outcome tracking for MCP supercharge


🎯 Decision Made

Chosen:

Added auto-initialization of outcomeTracker.startPeriodicValidation() in server.ts main(), reduced check interval from 1hr to 5min, added early check scheduling (30s, 2min, 5min, 15min) after decisions, and implemented build/test result detection by monitoring NX cache

Options Considered:


💭 Reasoning

The outcome tracker service existed but was never started - startPeriodicValidation() was never called. Additionally, the 1-hour check interval was too slow for meaningful feedback. By adding early scheduled checks and build/test monitoring, we can now detect outcomes within minutes of decisions being made, enabling the learning loop to actually close.


📁 Files Involved


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