PREREG before code and run: entry into the flat regime by analogy. The dimensionless configuration (xi, phi) of the last three points is nearer to a past one than to the line phi = xi, AND the pair's similarity exponent m = ln(f shrink)/ln(x shrink) >= 2, on top of the unkept promise; midpoint exit as flatstickexit. Basis (diag_flat_analogy.py, traces only): entry would fire on 3/154 canonical, 20/20 flat, 0/15 fun2/8/9. Stop rule N1-N3; goal (below Chandrupatla on both) reported; expectation written: APS ~2806, CHA ~2454.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
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group problems flag flag&analog &m>=2 events: flag analog &m>=2
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APS 154 142 80 3 420 102 7
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CHA-flat 20 20 20 20 678 324 319
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CHA-fun1 5 5 2 1 24 2 1
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CHA-fun2 5 5 3 0 73 57 0
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CHA-fun7 5 5 3 3 68 28 27
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CHA-fun8 5 5 0 0 8 0 0
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CHA-fun9 5 4 3 0 50 18 0
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diag done
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