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fix: correctness bundle for #39, #30, #29 - #41

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akshatsha5ill wants to merge 1 commit into
facebookresearch:mainfrom
akshatsha5ill:fix/correctness-39-30-29
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fix: correctness bundle for #39, #30, #29#41
akshatsha5ill wants to merge 1 commit into
facebookresearch:mainfrom
akshatsha5ill:fix/correctness-39-30-29

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@akshatsha5ill

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Closes #39, #30, #29. Supersedes #32, #31 (shadow #7).

- gl_utils: exclude *test* from MetaAgent workspace to prevent
  test-data leakage (Fixes #39). Only affects ./domains via
  ignore_function_domains; tests/ outside domains unaffected.
- meta_agent: wire eval_path and iterations_left into instruction
  so MetaAgent learns from prior evals and budgets exploration
  (Fixes #30). Conditional injection keeps behavior when falsy/None.
- select_next_parent: replace uniform random.choice with
  novelty-weighted sampling P(c) proportional to 1/(1+child_counts)
  (Fixes #29). Reduces mode collapse; uses np.random.choice.
- tests: add test_leakage, test_meta_agent (6 tests),
  test_select_next_parent (3 tests, 2000-trial distribution)
  plus conftest mocks for heavy deps.

Closes #39, #30, #29. Supersedes #32, #31 (shadow #7).
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meta-cla Bot commented Sep 2, 2026

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@akshatsha5ill akshatsha5ill closed this by deleting the head repository Sep 2, 2026
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