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

황준환(R&D)

Trans
narunami001@narunami001Rank #170Top 10.30% of the fieldTRANSMITTER
황준환(R&D)
TRANSMITTER · CLAUDE · 160:1:1.1
§SIGRANK
170Υ YIELD
1.1×5.3×28.5
SNR51%VEL1.1LEV160x2.21SCL9.46EFF41.8x
YOU FIELD AVG
signalaf.com/user/narunami001
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO160:1:1.1C:I:O3.5:1:0.5
🔑

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Global rank#170
PercentileTop 10.30%
Platformclaude
Account age21 days
Lifetime turns447
vs. field average 494.9% above average
vs. top operator 82.0% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

1.1×5.3×28.5

Transmission × Commitment × Reuse

Υ Yield
169.6leverage × velocity
V Velocity
1.06output / input
L Leverage
160.5cache_read / input
SNR
51.4%compression alias
10xDEV
2.21log₁₀(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

169.6
Υ Yield
51.4%
SNR
1.06
Velocity
160.5
Leverage
2.21
10xDEV
9.46
Scale V
$0.52
$ / 1M
41.79×
Efficiency
160:1:1.1
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 · 160:1:1.1
  • Cache read2777.6M95%
  • Cache create97.4M3%
  • Input17.3M1%
  • Output18.3M1%
Υ-layer intensity
  • SNR51%
  • Velocity1.1
  • Leverage160.5
  • Efficiency41.79
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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