fix: address PR 265 review findings#279

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bussyjd wants to merge 1 commit intofeat/autoresearch-integrationfrom

fix/pr265-review-findings

Commits on Mar 18, 2026

fix: address PR 265 review findings — security, correctness, test coverage
bussyjd
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