How much of the last n bars' close-to-close travel survived as net directional movement? 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.
A state at t may use only observations available through t; confirmed swings retain their confirmation timestamp and are never relabeled as known at the pivot bar.
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 (D08-F07-A07)
{
"value": -8.09257352049753
}
Executable checks cover this result, flat/zero-volume boundaries, invalid timestamps, and prefix causality in both language entry points.