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

SeungHyeokKim

Trans
seunghyeokkim@seunghyeokkimRank #14Top 0.80% of the fieldTRANSMITTER
SEUNGHYEOKKIM
TRANSMITTER · CLAUDE · 4385:1:24.5
§SIGRANK
107.4KΥ YIELD
24.5×6.7×26.8
SNR96%VEL24.5LEV4385x3.64SCL8.87EFF1143.2x
YOU FIELD AVG
signalaf.com/user/seunghyeokkim
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO4385:1:24.5C:I:O3.5:1:0.5
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Global rank#14
PercentileTop 0.80%
Platformclaude
Account age34 days
Lifetime turns0
vs. field average 1464.4% above average
vs. top operator 95.6% below top

Cascade Layer · Υ

Cascade Architect
T × C × R cascade

24.5×6.7×26.8

Transmission × Commitment × Reuse

Υ Yield
107.4Kleverage × velocity
V Velocity
24.5output / input
L Leverage
4.4Kcache_read / input
SNR
96.1%compression alias
10xDEV
3.64log₁₀(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

107.4K
Υ Yield
96.1%
SNR
24.5
Velocity
4.4K
Leverage
3.64
10xDEV
8.87
Scale V
$0.50
$ / 1M
1143.21×
Efficiency
4385:1:24.5
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 · 4385:1:24.5
  • Cache read714.6M96%
  • Cache create26.7M4%
  • Input163.0k0%
  • Output4.0M1%
Υ-layer intensity
  • SNR96%
  • Velocity24.5
  • Leverage4384.5
  • Efficiency1143.21
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13