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

Walker Wang

Arch+
wangwalk@wangwalkRank #394Top 23.96% of the fieldARCH+
WALKER WANG
ARCH+ · CLAUDE · 41:1:0.35
§SIGRANK
14Υ YIELD
0.4×4.8×24.4
SNR26%VEL0.4LEV41x1.61SCL9.42EFF10.7x
YOU FIELD AVG
signalaf.com/user/wangwalk
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO41:1:0.35C:I:O3.5:1:0.5
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Global rank#394
PercentileTop 23.96%
Platformclaude
Account age94 days
Lifetime turns0
vs. field average 49.6% below average
vs. top operator 98.5% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.4×4.8×24.4

Transmission × Commitment × Reuse

Υ Yield
14.4leverage × velocity
V Velocity
0.35output / input
L Leverage
40.8cache_read / input
SNR
26.1%compression alias
10xDEV
1.61log₁₀(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

14.4
Υ Yield
26.1%
SNR
0.35
Velocity
40.8
Leverage
1.61
10xDEV
9.42
Scale V
$0.61
$ / 1M
10.70×
Efficiency
41:1:0.35
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 · 41:1:0.35
  • Cache read2476.8M93%
  • Cache create101.7M4%
  • Input60.7M2%
  • Output21.4M1%
Υ-layer intensity
  • SNR26%
  • Velocity0.4
  • Leverage40.8
  • Efficiency10.70
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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