X-Trend reproduction

SOURCE NOTE / REPORT / 2025-11

Conditions are not outcomes

Keys should match on MARKET CONDITIONS. Values should contain OUTCOMES.

What this supports

Project debugging note. The initial implementation encoded both using features alone. The corrected value projection concatenates context features and observed returns.

SOURCE PROVENANCExtrend_revised/BUG_FIX_SUMMARY_KEY_VALUE_ENCODING.md:7

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