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

차정현(Junghyun Cha)

Arch+
junghyun-cha@junghyun-chaRank #327Top 19.88% of the fieldARCH+
차정현(JUNGHYUN CHA)
ARCH+ · CLAUDE · 75:1:0.33
§SIGRANK
25Υ YIELD
0.3×12.6×17.9
SNR25%VEL0.3LEV75x1.88SCL10.14EFF19.9x
YOU FIELD AVG
signalaf.com/user/junghyun-cha
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO75:1:0.33C:I:O3.5:1:0.5
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Global rank#327
PercentileTop 19.88%
Platformclaude
Account age112 days
Lifetime turns0
vs. field average 12.2% below average
vs. top operator 97.3% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.3×12.6×17.9

Transmission × Commitment × Reuse

Υ Yield
25.0leverage × velocity
V Velocity
0.33output / input
L Leverage
75.1cache_read / input
SNR
25.0%compression alias
10xDEV
1.88log₁₀(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

25.0
Υ Yield
25.0%
SNR
0.33
Velocity
75.1
Leverage
1.88
10xDEV
10.14
Scale V
$0.57
$ / 1M
19.91×
Efficiency
75:1:0.33
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 · 75:1:0.33
  • Cache read13002.0M93%
  • Cache create726.3M5%
  • Input173.1M1%
  • Output57.7M0%
Υ-layer intensity
  • SNR25%
  • Velocity0.3
  • Leverage75.1
  • Efficiency19.91
SCORE TRAJECTORY-10107-1307-13

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