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

Joey Chilson

Arch+
joeychilson@joeychilsonRank #419Top 25.49% of the fieldARCH+
JOEY CHILSON
ARCH+ · CLAUDE · 80:1:0.15
§SIGRANK
12Υ YIELD
0.1×16.3×33.4
SNR13%VEL0.1LEV80x1.90SCL9.82EFF20.6x
YOU FIELD AVG
signalaf.com/user/joeychilson
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO80:1:0.15C:I:O3.5:1:0.5
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Global rank#419
PercentileTop 25.49%
Platformclaude
Account age36 days
Lifetime turns0
vs. field average 58.9% below average
vs. top operator 98.8% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.1×16.3×33.4

Transmission × Commitment × Reuse

Υ Yield
11.7leverage × velocity
V Velocity
0.15output / input
L Leverage
79.7cache_read / input
SNR
12.8%compression alias
10xDEV
1.90log₁₀(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

11.7
Υ Yield
12.8%
SNR
0.15
Velocity
79.7
Leverage
1.90
10xDEV
9.82
Scale V
$0.46
$ / 1M
20.57×
Efficiency
80:1:0.15
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 · 80:1:0.15
  • Cache read6383.0M96%
  • Cache create191.2M3%
  • Input80.0M1%
  • Output11.8M0%
Υ-layer intensity
  • SNR13%
  • Velocity0.1
  • Leverage79.7
  • Efficiency20.57
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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