Early access — cascade metrics are real (derived from canonical token telemetry); the operator field is a curated seed. Learn more about the data
L

leebyeongmuk

Arch+
@LeeByeongMukRank #245Top 14.88% of the fieldARCH+
LEEBYEONGMUK
ARCH+ · CLAUDE · 141:1:0.46
§SIGRANK
64Υ YIELD
0.5×8.9×34.5
SNR31%VEL0.5LEV141x2.15SCL9.72EFF36.4x
YOU FIELD AVG
signalaf.com/user/leebyeongmuk
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO141:1:0.46C:I:O3.5:1:0.5
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Global rank#245
PercentileTop 14.88%
Platformclaude
Account age34 days
Lifetime turns731
vs. field average 125.9% above average
vs. top operator 93.2% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.5×8.9×34.5

Transmission × Commitment × Reuse

Υ Yield
64.4leverage × velocity
V Velocity
0.46output / input
L Leverage
140.9cache_read / input
SNR
31.4%compression alias
10xDEV
2.15log₁₀(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

64.4
Υ Yield
31.4%
SNR
0.46
Velocity
140.9
Leverage
2.15
10xDEV
9.72
Scale V
$0.46
$ / 1M
36.36×
Efficiency
141:1:0.46
Op Ratio
Cascade fingerprintSNRVelocityLeverage10xDEVScale VEfficiency

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

Raw fuelInputOutputCache RCache W

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

Operating ratio · 141:1:0.46
  • Cache read5044.8M96%
  • Cache create146.1M3%
  • Input35.8M1%
  • Output16.4M0%
Υ-layer intensity
  • SNR31%
  • Velocity0.5
  • Leverage140.9
  • Efficiency36.36
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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