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

YongSeok Jang (장용석)

Arch+
yongsk0066@yongsk0066Rank #435Top 26.46% of the fieldARCH+
YONGSEOK JANG (장용석)
ARCH+ · CHATGPT · 51:1:0.20
§SIGRANK
10Υ YIELD
0.2×5.1×49.1
SNR17%VEL0.2LEV51x1.71SCL10.75EFF13.0x
YOU FIELD AVG
signalaf.com/user/yongsk0066
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO51:1:0.20C:I:O3.5:1:0.5
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Global rank#435
PercentileTop 26.46%
Platformchatgpt
Account age143 days
Lifetime turns2,076
vs. field average 63.5% below average
vs. top operator 98.9% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.2×5.1×49.1

Transmission × Commitment × Reuse

Υ Yield
10.4leverage × velocity
V Velocity
0.20output / input
L Leverage
50.8cache_read / input
SNR
17.0%compression alias
10xDEV
1.71log₁₀(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

10.4
Υ Yield
17.0%
SNR
0.20
Velocity
50.8
Leverage
1.71
10xDEV
10.75
Scale V
$0.47
$ / 1M
13.02×
Efficiency
51:1:0.20
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 · 51:1:0.20
  • Cache read53952.0M96%
  • Cache create1098.5M2%
  • Input1061.5M2%
  • Output217.5M0%
Υ-layer intensity
  • SNR17%
  • Velocity0.2
  • Leverage50.8
  • Efficiency13.02
SCORE TRAJECTORY-10107-1307-13

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