D07-F03-A24 · LEVEL 2 GUIDED LAB · SYNTHETIC DATA

Know Sure Thing (KST)

How can several smoothed rate-of-change horizons be combined without hiding their weights? Walk the evidence clock one stage at a time. This lab teaches the publication contract; it does not simulate returns, platform parity, or trade performance.

Selected expression

KST=sum_j w_j SMA_sj(ROC_rj); signal=SMA_9(KST)

Availability rule

An output at t may use only finite, basis-consistent observations available through t; chart alignment never moves the information clock backward.

calculated · step 1 of 7

Verified synthetic fixture

This lab is paired with datasets/implementation-fixtures.json: 96 deterministic, oldest-to-newest observations spanning oscillating, rising, and moderating regimes. It is teaching data—not market history or predictive evidence.

Canonical latest output (D07-F03-A24)
{
  "kst": 2.8616450824068522,
  "signal": 4.992752189344036
}

Executable checks cover this result, flat/zero-volume boundaries, invalid timestamps, and prefix causality in both language entry points.