Shared memory and context tools for agentic work.
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{
"scenario_id": "warm_structural_proof_apply_batch",
"scenario_name": "Warm structural proof around apply_batch risky verification",
"repo_path": ".",
"question": "Prove why an apply_batch change should be considered risky with compact structural evidence.",
"tags": ["warm-graph", "structural-proof", "apply-batch", "validate-plan"],
"expected_strength": "strong"
}