Rewrite the generated model/Agnet I/O report around the external FastAPI scenario, the actual test work, Agnet implementation mechanics, and convergence flow so the report is auditable by humans instead of being a raw output dump.
Constraint: The user said the scenario description did not explain what the project is, what work was done, how Agnets work, or how convergence happened.
Rejected: Keeping full raw model outputs in the report | large English refusal blocks obscured the Chinese audit narrative and made the report hard to judge.
Confidence: high
Scope-risk: narrow
Directive: Keep MODEL_AGNET_IO_REPORT.zh-CN.md generated from examples/export_model_agnet_io_report.py and preserve the scenario/mechanics/convergence sections in future exports.
Tested: .venv/bin/python -B -m unittest tests.test_model_io_report_audit; .venv/bin/python -B -m unittest discover -s tests; .venv/bin/python -B -m py_compile swarm_minimal/*.py examples/*.py tests/*.py; .venv/bin/python -u -B examples/run_academic_standard_evaluation.py; git diff --check; docs secret pattern scan.
Not-tested: Live S07 rerun was not repeated because this change rewrites report generation and reuses the latest persisted run evidence.
Co-authored-by: OmX <omx@oh-my-codex.dev>
