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

Leo (Junha) Jang

Trans
wkdd7@wkdd7Rank #191Top 11.59% of the fieldTRANSMITTER
LEO (JUNHA) JANG
TRANSMITTER · CLAUDE · 196:1:0.63
§SIGRANK
123Υ YIELD
0.6×6.2×50.4
SNR38%VEL0.6LEV196x2.29SCL10.75EFF50.2x
YOU FIELD AVG
signalaf.com/user/wkdd7
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO196:1:0.63C:I:O3.5:1:0.5
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Global rank#191
PercentileTop 11.59%
Platformclaude
Account age133 days
Lifetime turns2,084
vs. field average 331.2% above average
vs. top operator 86.9% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.6×6.2×50.4

Transmission × Commitment × Reuse

Υ Yield
122.9leverage × velocity
V Velocity
0.63output / input
L Leverage
196.4cache_read / input
SNR
38.5%compression alias
10xDEV
2.29log₁₀(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

122.9
Υ Yield
38.5%
SNR
0.63
Velocity
196.4
Leverage
2.29
10xDEV
10.75
Scale V
$0.43
$ / 1M
50.23×
Efficiency
196:1:0.63
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 · 196:1:0.63
  • Cache read54789.1M97%
  • Cache create1087.5M2%
  • Input278.9M0%
  • Output174.6M0%
Υ-layer intensity
  • SNR38%
  • Velocity0.6
  • Leverage196.4
  • Efficiency50.23
SCORE TRAJECTORY-10107-1307-13

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