Add preprocess-only silhouette export and configurable result exporters so demo runs can be persisted for offline analysis and reproducible evaluation. Include optional parquet support and CLI visualization dumps while updating tests and tracking notes for the verified pipeline/debug workflow.
Persist orchestration artifacts, including plan definition, progress state, decisions, issues, and learnings gathered during delegated execution and QA gates. This preserves implementation rationale and auditability without coupling documentation snapshots to runtime logic commits.
Introduce focused unit, integration, and NATS-path tests for demo modules, and align assertions with final schema and temporal contracts (window int, seq=30, fill-level ratio). This commit isolates validation logic from runtime changes and provides reproducible QA for pipeline behavior and failure modes.
Add the full demo runtime stack for single-person scoliosis inference, including input adapters, silhouette preprocessing, temporal windowing, ScoNet wrapper, result publishing, and click-based CLI orchestration. This commit captures the executable pipeline behavior independently from tests and planning artifacts for clearer review and rollback.
Add runtime and test dependencies needed by the new demo pipeline, including CLI, typing, model/runtime integration, and messaging libraries. This commit isolates dependency graph updates so environment bootstrap and lockfile drift are tracked separately from feature code.
crosstyan