Repair incomplete AutoResearch strategy schemas

[FluffyAIcode]

Summary

• normalize uppercase and alias fields from Gemma strategy JSON
• fill omitted target, directives, and chunk controls deterministically without weakening inference constraints
• prefer the deepest unresolved leaf under the current research branch and log every repair

Test plan

• python3 -m pytest -q tests/inference_engine/bench/test_autoresearch_supervisor.py tests/inference_engine/bridge/test_agent_gan_repl.py
• python3 -m py_compile autoresearch/prefill/supervisor.py
• reproduced repair of the observed candidate containing only candidate ID and hypothesis

The uncommitted candidate.py file is runtime state and is excluded.

Made with Cursor

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