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

Andy D.K Lee

Arch+
andy5090@andy5090Rank #412Top 25.06% of the fieldARCH+
ANDY D.K LEE
ARCH+ · CLAUDE · 64:1:0.19
§SIGRANK
12Υ YIELD
0.2×17.9×18.7
SNR16%VEL0.2LEV64x1.80SCL10.24EFF16.8x
YOU FIELD AVG
signalaf.com/user/andy5090
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO64:1:0.19C:I:O3.5:1:0.5
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Global rank#412
PercentileTop 25.06%
Platformclaude
Account age215 days
Lifetime turns3,811
vs. field average 57.3% below average
vs. top operator 98.7% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.2×17.9×18.7

Transmission × Commitment × Reuse

Υ Yield
12.2leverage × velocity
V Velocity
0.19output / input
L Leverage
63.8cache_read / input
SNR
16.0%compression alias
10xDEV
1.80log₁₀(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

12.2
Υ Yield
16.0%
SNR
0.19
Velocity
63.8
Leverage
1.80
10xDEV
10.24
Scale V
$0.55
$ / 1M
16.85×
Efficiency
64:1:0.19
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 · 64:1:0.19
  • Cache read16341.5M93%
  • Cache create874.5M5%
  • Input256.2M1%
  • Output48.9M0%
Υ-layer intensity
  • SNR16%
  • Velocity0.2
  • Leverage63.8
  • Efficiency16.85
SCORE TRAJECTORY-10107-1307-13

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