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

rickie.p.lin

Arch
rickieplin@rickieplinRank #480Top 29.21% of the fieldARCH
RICKIE.P.LIN
ARCH · CLAUDE · 37:1:0.21
§SIGRANK
8Υ YIELD
0.2×3.9×45.4
SNR17%VEL0.2LEV37x1.56SCL9.79EFF9.4x
YOU FIELD AVG
signalaf.com/user/rickieplin
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO37:1:0.21C:I:O3.5:1:0.5
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Global rank#480
PercentileTop 29.21%
Platformclaude
Account age117 days
Lifetime turns2,156
vs. field average 73.3% below average
vs. top operator 99.2% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.2×3.9×45.4

Transmission × Commitment × Reuse

Υ Yield
7.6leverage × velocity
V Velocity
0.21output / input
L Leverage
36.5cache_read / input
SNR
17.2%compression alias
10xDEV
1.56log₁₀(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

7.6
Υ Yield
17.2%
SNR
0.21
Velocity
36.5
Leverage
1.56
10xDEV
9.79
Scale V
$0.52
$ / 1M
9.38×
Efficiency
37:1:0.21
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 · 37:1:0.21
  • Cache read5859.8M95%
  • Cache create129.1M2%
  • Input160.4M3%
  • Output33.4M1%
Υ-layer intensity
  • SNR17%
  • Velocity0.2
  • Leverage36.5
  • Efficiency9.38
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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