SEUNGWOO LEE

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lifrary@lifraryRank #450Top 27.38% of the fieldARCH

SEUNGWOO LEE
ARCH · CLAUDE · 48:1:0.20
§SIGRANK
10Υ YIELD
0.2×9.7×24.6
SNR17%VEL0.2LEV48x⚡1.68SCL10.98EFF12.5x
 YOU FIELD AVG
signalaf.com/user/lifrary
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
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OP RATIO48:1:0.20C:I:O3.5:1:0.5

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Global rank#450

PercentileTop 27.38%

Platformclaude

Account age169 days

Lifetime turns7,776

vs. field average▼ 66.2% below average

vs. top operator▼ 99.0% below top

Cascade Layer · Υ

Baseline

T × C × R cascade

0.2×9.7×24.6

Transmission × Commitment × Reuse

Υ Yield

9.6leverage × velocity

V Velocity

0.20output / input

L Leverage

47.9cache_read / input

SNR

16.8%compression alias

10xDEV

1.68log₁₀(T·C·R)

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.

Cascade fingerprint

9.6

Υ Yield

16.8%

SNR

0.20

Velocity

47.9

Leverage

1.68

10xDEV

10.98

Scale V

$0.54

$ / 1M

12.50×

Efficiency

48:1:0.20

Op Ratio

Cascade fingerprint

The derived Υ-layer shape, each axis scaled to its display range.

Raw fuel

The four raw pillars, normalized to the largest — the shape of the fuel.

Operating ratio · 48:1:0.20

Cache read89722.1M94%
Cache create3653.4M4%
Input1874.9M2%
Output377.3M0%

Υ-layer intensity

SNR
17%
Velocity
0.2
Leverage
47.9
Efficiency
12.50

Learn more: Yield (Υ) Metric · Yield Calculator · How to Improve Your Yield