Review

Validate completed builds. Check for errors, verify structure, diagnose root causes. Review only — does not apply fixes.

Process

1. Error check — get_errors(path) — blocking, build cannot pass with errors
2. Structure — list_operators(path, depth=2) for layout + overlaps, get_connections(path, graph=true) for full signal flow in execution order. Verify all ops exist, no orphans, no unexpected cycles, null flags correct
3. Parameters — get_parameters(path) on key ops. Check expressions, material refs, feedback targets. For COMPs: get_operator_info(path, include_extensions=true) to verify extension wiring, promoted methods, clone sources
4. Runtime values — inspect_values on key ops. CHOPs: check channels, include_samples=true for waveforms. TOPs: sample_grid=8 for stats + grid (prefer over view_operator). SOPs: point/prim counts
5. Performance — get_cook_performance(path, sort="gpu", include_memory=true) to catch bottlenecks early
6. Output — get_errors(output) first, then inspect_values(sample_grid=8). Only view_operator when spatial detail matters
7. Diagnose (if errors) — classify, trace to root cause, propose fixes

Diagnostic Patterns