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

Jihoon Jeon

Arch+
nohack-dev@nohack-devRank #217Top 13.17% of the fieldARCH+
JIHOON JEON
ARCH+ · CLAUDE · 140:1:0.62
§SIGRANK
86Υ YIELD
0.6×4.9×46.1
SNR38%VEL0.6LEV140x2.14SCL8.80EFF35.8x
YOU FIELD AVG
signalaf.com/user/nohack-dev
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO140:1:0.62C:I:O3.5:1:0.5
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Global rank#217
PercentileTop 13.17%
Platformclaude
Account age31 days
Lifetime turns33
vs. field average 202.6% above average
vs. top operator 90.8% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.6×4.9×46.1

Transmission × Commitment × Reuse

Υ Yield
86.3leverage × velocity
V Velocity
0.62output / input
L Leverage
139.6cache_read / input
SNR
38.2%compression alias
10xDEV
2.14log₁₀(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

86.3
Υ Yield
38.2%
SNR
0.62
Velocity
139.6
Leverage
2.14
10xDEV
8.80
Scale V
$0.45
$ / 1M
35.81×
Efficiency
140:1:0.62
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 · 140:1:0.62
  • Cache read604.7M97%
  • Cache create13.1M2%
  • Input4.3M1%
  • Output2.7M0%
Υ-layer intensity
  • SNR38%
  • Velocity0.6
  • Leverage139.6
  • Efficiency35.81
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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