Comparable metric definitions
Define metrics that remain meaningful across sessions.
Research layer 03
Development Intelligence
Can evidence become a trustworthy picture of individual development?
Roadmap progress · evidence Early
0%
Current milestone: Comparable metric definitions
Define metrics that remain meaningful across sessions.
Define metrics that remain meaningful across sessions.
Player history model
Represent evidence-linked longitudinal history.
Trajectory interpretation
Distinguish observed change from interpretation.
Development validation
Validate useful development signals with practitioners.
Current focus
Longitudinal player history architecture
Current blocker
Cross-session identity and comparable metrics are not established
Working now
No active work in this layer.
Available experiments
No unclaimed experiments are available.
Completed research
No completed research yet.
Research history
CAP-POPULATIONNot startedPopulation-scale validation
Insufficient labelled population
CAP-CROSS-SESSIONNot startedCross-session identity
No cross-day ground truth
CAP-METRICSPartialSpeed / distance integrity
Identity breaks contaminate totals
CAP-HISTORYBlockedLongitudinal player history
Depends on persistent identity