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

LEEKOOKHWAN

Arch+
kkhwan1@kkhwan1Rank #233Top 14.15% of the fieldARCH+
LEEKOOKHWAN
ARCH+ · CLAUDE · 151:1:0.49
§SIGRANK
74Υ YIELD
0.5×8.5×36.4
SNR33%VEL0.5LEV151x2.18SCL10.26EFF39.0x
YOU FIELD AVG
signalaf.com/user/kkhwan1
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO151:1:0.49C:I:O3.5:1:0.5
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Global rank#233
PercentileTop 14.15%
Platformclaude
Account age75 days
Lifetime turns2,031
vs. field average 161.2% above average
vs. top operator 92.1% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.5×8.5×36.4

Transmission × Commitment × Reuse

Υ Yield
74.5leverage × velocity
V Velocity
0.49output / input
L Leverage
151.5cache_read / input
SNR
33.0%compression alias
10xDEV
2.18log₁₀(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

74.5
Υ Yield
33.0%
SNR
0.49
Velocity
151.5
Leverage
2.18
10xDEV
10.26
Scale V
$0.45
$ / 1M
39.03×
Efficiency
151:1:0.49
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 · 151:1:0.49
  • Cache read17727.2M96%
  • Cache create487.6M3%
  • Input117.0M1%
  • Output57.5M0%
Υ-layer intensity
  • SNR33%
  • Velocity0.5
  • Leverage151.5
  • Efficiency39.03
SCORE TRAJECTORY-10107-1307-13

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