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

Junhyuk Park

Trans
hyuk-ko@hyuk-koRank #135Top 8.17% of the fieldTRANSMITTER
JUNHYUK PARK
TRANSMITTER · CLAUDE · 247:1:1.1
§SIGRANK
268Υ YIELD
1.1×9.8×23.3
SNR52%VEL1.1LEV247x2.39SCL9.09EFF64.7x
YOU FIELD AVG
signalaf.com/user/hyuk-ko
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO247:1:1.1C:I:O3.5:1:0.5
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Global rank#135
PercentileTop 8.17%
Platformclaude
Account age73 days
Lifetime turns1,122
vs. field average 839.9% above average
vs. top operator 71.5% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

1.1×9.8×23.3

Transmission × Commitment × Reuse

Υ Yield
268.0leverage × velocity
V Velocity
1.08output / input
L Leverage
247.1cache_read / input
SNR
52.0%compression alias
10xDEV
2.39log₁₀(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

268.0
Υ Yield
52.0%
SNR
1.08
Velocity
247.1
Leverage
2.39
10xDEV
9.09
Scale V
$0.51
$ / 1M
64.69×
Efficiency
247:1:1.1
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 · 247:1:1.1
  • Cache read1176.8M95%
  • Cache create50.4M4%
  • Input4.8M0%
  • Output5.2M0%
Υ-layer intensity
  • SNR52%
  • Velocity1.1
  • Leverage247.1
  • Efficiency64.69
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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