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Does this thing actually work?

Realized forward returns of past candidates, bucketed by composite-score decile (10 = strongest signal). Computed from real cached bars — never modelled.

Composite decileCandidates avg +5d %avg +20d %
10 672 +2.29 +11.97
9 664 +1.43 +7.15
8 646 +1.69 +5.49
7 648 +1.15 +3.74
6 611 +1.13 +2.44
5 608 +0.83 +3.55
4 618 +0.60 +2.65
3 665 +1.08 +4.09
2 691 +0.35 +1.31
1 715 -0.69 +1.83

If the top deciles don't outperform the bottom, the signal isn't working — that is the point of this page.