Karl Woojung Kim*
Outlierkimwz@kimwzRank #53Top 3.15% of the fieldSEEKER I
Υ
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6.7×15.6×13.2
Transmission × Commitment × Reuse
Cascade metrics are derived from cache token telemetry (Claude Code / API). Υ ≥ 10K with 10xDEV ≥ 3.0 classifies as Cascade Architect. Non-Claude platforms show this section as non-compounding.
The derived Υ-layer shape, each axis scaled to its display range.
The four raw pillars, normalized to the largest — the shape of the fuel.
Learn more: Yield (Υ) Metric · Yield Calculator · How to Improve Your Yield