What problem does it solve?
This Skill helps diagnose StarRocks import jobs that are slow, timing out, or failing with RPC errors, so you can move from symptoms to root cause without guessing.
Core Features & Use Cases
- End-to-end import triage: Troubleshoots Stream Load, Broker Load, Routine Load, INSERT INTO, and Flink connector issues.
- Cause-based diagnosis: Separates write slow, publish timeout, replica sync bottlenecks, Kafka partition limits, BRPC saturation, and statistics collection conflicts.
- Operational guidance: Uses FE transaction logs, BE thread-pool metrics, profiles, and import state tables to recommend targeted fixes.
- Use case: A nightly load starts timing out and routine load lag grows; this Skill helps identify whether the bottleneck is source-side throughput, backend queueing, or publish-time compaction pressure.
Quick Start
Ask the Skill to analyze the import failure, correlate FE and BE evidence, and return the most likely bottleneck with the next remediation steps.