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

healimkwon

Arch
@healimkwonRank #464Top 28.25% of the fieldARCH
HEALIMKWON
ARCH · CLAUDE · 61:1:0.15
§SIGRANK
9Υ YIELD
0.1×12.8×32.7
SNR13%VEL0.1LEV61x1.79SCL9.54EFF15.8x
YOU FIELD AVG
signalaf.com/user/healimkwon
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO61:1:0.15C:I:O3.5:1:0.5
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Global rank#464
PercentileTop 28.25%
Platformclaude
Account age55 days
Lifetime turns0
vs. field average 68.8% below average
vs. top operator 99.1% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.1×12.8×32.7

Transmission × Commitment × Reuse

Υ Yield
8.9leverage × velocity
V Velocity
0.15output / input
L Leverage
61.0cache_read / input
SNR
12.7%compression alias
10xDEV
1.79log₁₀(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

8.9
Υ Yield
12.7%
SNR
0.15
Velocity
61.0
Leverage
1.79
10xDEV
9.54
Scale V
$0.48
$ / 1M
15.75×
Efficiency
61:1:0.15
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 · 61:1:0.15
  • Cache read3274.4M95%
  • Cache create100.1M3%
  • Input53.7M2%
  • Output7.8M0%
Υ-layer intensity
  • SNR13%
  • Velocity0.1
  • Leverage61.0
  • Efficiency15.75
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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