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

Journey Hwang

Arch+
journeyworker@journeyWorkerRank #247Top 15.01% of the fieldARCH+
JOURNEY HWANG
ARCH+ · CLAUDE · 107:1:0.58
§SIGRANK
62Υ YIELD
0.6×3.9×47.9
SNR37%VEL0.6LEV107x2.03SCL10.62EFF27.6x
YOU FIELD AVG
signalaf.com/user/journeyworker
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO107:1:0.58C:I:O3.5:1:0.5
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Global rank#247
PercentileTop 15.01%
Platformclaude
Account age51 days
Lifetime turns8,669
vs. field average 118.0% above average
vs. top operator 93.4% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.6×3.9×47.9

Transmission × Commitment × Reuse

Υ Yield
62.2leverage × velocity
V Velocity
0.58output / input
L Leverage
107.5cache_read / input
SNR
36.6%compression alias
10xDEV
2.03log₁₀(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

62.2
Υ Yield
36.6%
SNR
0.58
Velocity
107.5
Leverage
2.03
10xDEV
10.62
Scale V
$0.47
$ / 1M
27.58×
Efficiency
107:1:0.58
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 · 107:1:0.58
  • Cache read40148.1M97%
  • Cache create838.9M2%
  • Input373.5M1%
  • Output216.0M1%
Υ-layer intensity
  • SNR37%
  • Velocity0.6
  • Leverage107.5
  • Efficiency27.58
SCORE TRAJECTORY-10107-1307-13

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