muhlawor

Arch+

@MuhlaworRank #308Top 18.72% of the fieldARCH+

MUHLAWOR
ARCH+ · CLAUDE · 128:1:0.24
§SIGRANK
31Υ YIELD
0.2×33.2×15.8
SNR20%VEL0.2LEV128x⚡2.11SCL9.20EFF34.0x
 YOU FIELD AVG
signalaf.com/user/muhlawor
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
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OP RATIO128:1:0.24C:I:O3.5:1:0.5

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Global rank#308

PercentileTop 18.72%

Platformclaude

Account age20 days

Lifetime turns0

vs. field average▲ 8.8% above average

vs. top operator▼ 96.7% below top

Cascade Layer · Υ

Baseline

T × C × R cascade

0.2×33.2×15.8

Transmission × Commitment × Reuse

Υ Yield

31.0leverage × velocity

V Velocity

0.24output / input

L Leverage

127.7cache_read / input

SNR

19.5%compression alias

10xDEV

2.11log₁₀(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

31.0

Υ Yield

19.5%

SNR

0.24

Velocity

127.7

Leverage

2.11

10xDEV

9.20

Scale V

$0.55

$ / 1M

34.01×

Efficiency

128:1:0.24

Op Ratio

Cascade fingerprint

The derived Υ-layer shape, each axis scaled to its display range.

Raw fuel

The four raw pillars, normalized to the largest — the shape of the fuel.

Operating ratio · 128:1:0.24

Cache read1479.6M93%
Cache create93.6M6%
Input11.6M1%
Output2.8M0%

Υ-layer intensity

SNR
20%
Velocity
0.2
Leverage
127.7
Efficiency
34.01

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