Automated daily improvement log generated by cron.
- Checks: sync=skipped, ruff=fail, mypy=fail, pytest=fail
- Repo snapshot: python_files=55, test_files=10
- Improvement action: reinforced AI-agent roadmap (deterministic decisions, lifecycle logs, adapters, safety controls, LLM integrations, docs, CI).