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

Kaj Kowalski

Arch
kjanat@kjanatRank #474Top 28.84% of the fieldARCH
KAJ KOWALSKI
ARCH · CLAUDE · 47:1:0.18
§SIGRANK
8Υ YIELD
0.2×9.0×29.3
SNR15%VEL0.2LEV47x1.67SCL10.77EFF12.1x
YOU FIELD AVG
signalaf.com/user/kjanat
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO47:1:0.18C:I:O3.5:1:0.5
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Global rank#474
PercentileTop 28.84%
Platformclaude
Account age256 days
Lifetime turns17,458
vs. field average 71.4% below average
vs. top operator 99.1% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.2×9.0×29.3

Transmission × Commitment × Reuse

Υ Yield
8.2leverage × velocity
V Velocity
0.18output / input
L Leverage
46.5cache_read / input
SNR
14.9%compression alias
10xDEV
1.67log₁₀(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

8.2
Υ Yield
14.9%
SNR
0.18
Velocity
46.5
Leverage
1.67
10xDEV
10.77
Scale V
$0.52
$ / 1M
12.07×
Efficiency
47:1:0.18
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 · 47:1:0.18
  • Cache read55203.9M94%
  • Cache create1882.3M3%
  • Input1186.3M2%
  • Output208.2M0%
Υ-layer intensity
  • SNR15%
  • Velocity0.2
  • Leverage46.5
  • Efficiency12.07
SCORE TRAJECTORY-10107-1307-13

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