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

Yuseok, Jung

Arch+
dbtjr1103@dbtjr1103Rank #364Top 22.13% of the fieldARCH+
YUSEOK, JUNG
ARCH+ · CLAUDE · 68:1:0.27
§SIGRANK
18Υ YIELD
0.3×7.1×35.8
SNR21%VEL0.3LEV68x1.83SCL9.45EFF17.6x
YOU FIELD AVG
signalaf.com/user/dbtjr1103
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO68:1:0.27C:I:O3.5:1:0.5
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Global rank#364
PercentileTop 22.13%
Platformclaude
Account age53 days
Lifetime turns0
vs. field average 35.8% below average
vs. top operator 98.1% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.3×7.1×35.8

Transmission × Commitment × Reuse

Υ Yield
18.3leverage × velocity
V Velocity
0.27output / input
L Leverage
68.4cache_read / input
SNR
21.1%compression alias
10xDEV
1.83log₁₀(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

18.3
Υ Yield
21.1%
SNR
0.27
Velocity
68.4
Leverage
1.83
10xDEV
9.45
Scale V
$0.48
$ / 1M
17.63×
Efficiency
68:1:0.27
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 · 68:1:0.27
  • Cache read2706.8M96%
  • Cache create75.6M3%
  • Input39.6M1%
  • Output10.6M0%
Υ-layer intensity
  • SNR21%
  • Velocity0.3
  • Leverage68.4
  • Efficiency17.63
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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