What problem does it solve? It turns scattered experiment artifacts—manifests, logs, W&B runs, and Prometheus metrics—into a single readable Chinese HTML report, so teams can review results, diagnose missing metrics, and explain zero scores without manually piecing together evidence. ## Core Features & Use Cases - Three-view report rendering: Combines log event timelines, W&B curves/tables, and Prometheus resource curves into one HTML page. - Formal Verl case diagnostics: Shows trainer_val_only status, validation matrix completeness, sequence-length effects, sync/async comparison, and accuracy/consistency results. - Missing-data diagnosis: Explains zero scores (e.g., missing \boxed{} output or extraction failure) and distinguishes pushed vs. missing Prometheus metrics instead of falsely concluding no data exists. - Use Case: After running a smoke experiment on a remote NPU server, generate a localized Chinese report that links W&B runs, lists deliverables, and flags incomplete validation matrix rows for review. ## Quick Start Ask the assistant to render the experiment report for run id 2026-06-06-smoke-001 and open the resulting HTML page.
