feat: keyword-match ranking in get_relevant_experience#3
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Mola-maker merged 1 commit intomainfrom Apr 20, 2026
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Previously returned the most recent N experience entries. Now ranks by
keyword-match score (substring hits against problem/model_type/body),
ties broken by recency. Query source priority:
1. explicit 'query=' argument
2. auto-derived from context.json (competition.keywords +
selected_problem + problem_type + modeling.model_type)
3. none -> falls back to old recency-first behavior
When a query yields zero matches across all entries, falls back to
recency instead of suppressing history, so a noisy query never makes
the injection worse than before.
Backward-compatible: existing callers that don't pass 'query' now
benefit from context-derived matching when keywords are available,
and get identical output to the old code when they aren't.
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Previously returned the most recent N experience entries. Now ranks by keyword-match score (substring hits against problem/model_type/body), ties broken by recency. Query source priority:
When a query yields zero matches across all entries, falls back to recency instead of suppressing history, so a noisy query never makes the injection worse than before.
Backward-compatible: existing callers that don't pass 'query' now benefit from context-derived matching when keywords are available, and get identical output to the old code when they aren't.