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 Lee

Arch+
xodn348@xodn348Rank #376Top 22.87% of the fieldARCH+
JUNHYUK LEE
ARCH+ · CLAUDE · 42:1:0.38
§SIGRANK
16Υ YIELD
0.4×8.8×12.5
SNR28%VEL0.4LEV42x1.62SCL10.00EFF11.5x
YOU FIELD AVG
signalaf.com/user/xodn348
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO42:1:0.38C:I:O3.5:1:0.5
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Global rank#376
PercentileTop 22.87%
Platformclaude
Account age152 days
Lifetime turns0
vs. field average 43.6% below average
vs. top operator 98.3% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.4×8.8×12.5

Transmission × Commitment × Reuse

Υ Yield
16.1leverage × velocity
V Velocity
0.38output / input
L Leverage
42.2cache_read / input
SNR
27.6%compression alias
10xDEV
1.62log₁₀(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

16.1
Υ Yield
27.6%
SNR
0.38
Velocity
42.2
Leverage
1.62
10xDEV
10.00
Scale V
$0.73
$ / 1M
11.48×
Efficiency
42:1:0.38
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 · 42:1:0.38
  • Cache read8992.3M90%
  • Cache create719.1M7%
  • Input213.3M2%
  • Output81.4M1%
Υ-layer intensity
  • SNR28%
  • Velocity0.4
  • Leverage42.2
  • Efficiency11.48
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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