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

Jackson Yarger

Arch+
jacktym@JackTYMRank #408Top 24.83% of the fieldARCH+
JACKSON YARGER
ARCH+ · CLAUDE · 65:1:0.20
§SIGRANK
13Υ YIELD
0.2×13.7×24.2
SNR16%VEL0.2LEV65x1.81SCL9.89EFF17.0x
YOU FIELD AVG
signalaf.com/user/jacktym
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO65:1:0.20C:I:O3.5:1:0.5
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Global rank#408
PercentileTop 24.83%
Platformclaude
Account age117 days
Lifetime turns0
vs. field average 55.2% below average
vs. top operator 98.6% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.2×13.7×24.2

Transmission × Commitment × Reuse

Υ Yield
12.8leverage × velocity
V Velocity
0.20output / input
L Leverage
65.0cache_read / input
SNR
16.4%compression alias
10xDEV
1.81log₁₀(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

12.8
Υ Yield
16.4%
SNR
0.20
Velocity
65.0
Leverage
1.81
10xDEV
9.89
Scale V
$0.52
$ / 1M
16.96×
Efficiency
65:1:0.20
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 · 65:1:0.20
  • Cache read7303.9M94%
  • Cache create301.9M4%
  • Input112.4M1%
  • Output22.1M0%
Υ-layer intensity
  • SNR16%
  • Velocity0.2
  • Leverage65.0
  • Efficiency16.96
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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