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

mingyangsun-sketch

Trans
@mingyangsun-sketchRank #72Top 4.36% of the fieldTRANSMITTER
MINGYANGSUN-SKETCH
TRANSMITTER · CLAUDE · 662:1:2.8
§SIGRANK
1.9KΥ YIELD
2.8×7.6×31.0
SNR74%VEL2.8LEV662x2.82SCL9.00EFF171.4x
YOU FIELD AVG
signalaf.com/user/mingyangsun-sketch
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO662:1:2.8C:I:O3.5:1:0.5
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Global rank#72
PercentileTop 4.36%
Platformclaude
Account age18 days
Lifetime turns419
vs. field average 73.0% below average
vs. top operator 99.9% below top

Cascade Layer · Υ

Cache Architect
T × C × R cascade

2.8×7.6×31.0

Transmission × Commitment × Reuse

Υ Yield
1.9Kleverage × velocity
V Velocity
2.80output / input
L Leverage
661.6cache_read / input
SNR
73.7%compression alias
10xDEV
2.82log₁₀(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

1.9K
Υ Yield
73.7%
SNR
2.80
Velocity
661.6
Leverage
2.82
10xDEV
9.00
Scale V
$0.47
$ / 1M
171.44×
Efficiency
662:1:2.8
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 · 662:1:2.8
  • Cache read954.0M96%
  • Cache create30.8M3%
  • Input1.4M0%
  • Output4.0M0%
Υ-layer intensity
  • SNR74%
  • Velocity2.8
  • Leverage661.6
  • Efficiency171.44
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13