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Step 7 — Refine the winners

What: tune only the strongest bull and bear ideas. Why: narrow around what actually worked.

Strategy summary

Experiment	Kind	Runs	Mean return	Best run
bull_dip_l24_t004_h16	long_dip	2	30.10%	45.57%
bull_dip_l24_t004_h12	long_dip	2	20.54%	30.84%
bear_rally_l24_t004_h12	short_rally	3	19.85%	45.68%
bear_rally_l30_t005_h12	short_rally	3	14.22%	35.93%
bear_rally_l24_t004_h16	short_rally	3	9.32%	61.62%
bull_dip_l30_t005_h12	long_dip	2	6.82%	14.24%
bear_rally_l18_t003_h8	short_rally	3	3.14%	54.30%
bull_dip_l18_t003_h8	long_dip	2	2.17%	10.71%

Regime summary

Regime	Runs	Mean return	Best run
bear	12	11.63%	61.62%
bull	8	14.91%	45.57%

Top results

Segment	Experiment	Total return	Trades	PF
bear_2024_2025	bear_rally_l24_t004_h16	61.62%	37	4.26
bear_2024_2025	bear_rally_l18_t003_h8	54.30%	73	1.86
bear_2024_2025	bear_rally_l24_t004_h12	45.68%	43	2.50
bull_2025	bull_dip_l24_t004_h16	45.57%	40	2.37
bear_2024_2025	bear_rally_l30_t005_h12	35.93%	25	3.73
bull_2025	bull_dip_l24_t004_h12	30.84%	47	1.71
bear_2021_2022	bear_rally_l24_t004_h12	15.31%	94	1.19
bear_2021_2022	bear_rally_l30_t005_h12	15.13%	79	1.22
bull_2023_2024	bull_dip_l24_t004_h16	14.62%	32	1.54
bull_2025	bull_dip_l30_t005_h12	14.24%	35	1.44
bull_2023_2024	bull_dip_l18_t003_h8	10.71%	70	1.26
bull_2023_2024	bull_dip_l24_t004_h12	10.25%	36	1.32

Conclusion

Best average setup: bull_dip_l24_t004_h16.
This round only refines the two strongest regime-native ideas from Experiment 6.