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Adopt memory graph in agent runtime - #6
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Summary
Validation
bash -non operator shell scriptspython -m py_compile corectl.py agentctl.py memory_engine.py memoryctl.py verify-memory-graph.pypython -m unittest discover -s tests -v(15 tests)git diff --checkconfig/fullstack-agent.example.jsonScope
This phase does not change the selected reasoning core. It adds the repository-side runtime adoption and one-command repair path; applying it to the Peter VM remains an operator rollout step.