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* improve: enhance mlops-engineer based on automated review - Replace fabricated metrics in progress tracking/delivery notification with placeholders - Rewrite checklist to require negotiated/verified targets instead of fixed asserted numbers - Add concrete Tooling ecosystem section (MLflow, Kubeflow, Feast, KServe, KEDA, Argo CD, etc.) - Add hand-off/boundary language vs ml-engineer, machine-learning-engineer, ai-engineer - Add upfront requirements-gathering checklist before proposing architecture - Add model: sonnet and WebSearch tool to frontmatter - Name concrete tools in Security for ML section (Trivy, Vault, OPA/Gatekeeper) - Fix stray double blank line after opening persona paragraph Automated review cycle | Co-Authored-By: Claude Code <noreply@anthropic.com> Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_018zsvYhdEgX7VGvHYEwMNQn * fix: align description examples with negotiated-target semantics cubic review flagged that the frontmatter description's example outcomes still asserted the exact fixed numbers ("30 minutes", "above 70%") that the new checklist explicitly says not to assert. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_018zsvYhdEgX7VGvHYEwMNQn --------- Co-authored-by: Claude <noreply@anthropic.com>