What problem does it solve?
This Skill helps diagnose and resolve StarRocks shared-data cluster incidents where reads, writes, compaction, or publish operations fail due to cache, storage, or leader-switch issues.
Core Features & Use Cases
- Root-cause analysis: Distinguishes between DataCache autoscaling regressions, DataCache corruption, S3 rate limiting, FE leader-switch failures, and cached tablet metadata mismatches.
- Evidence-driven troubleshooting: Uses BE and FE logs, cloud-native compaction history, cache metrics, and information_schema queries to pinpoint the failing subsystem.
- Recovery guidance: Recommends targeted fixes such as restarting affected BEs, disabling risky cache behavior, tuning S3 prefix partitioning, or adjusting FE graceful-exit settings.
- Use Case: A shared-data warehouse suddenly shows rising compaction score and slow queries, and this Skill traces the issue to cache eviction before suggesting the exact corrective configuration changes.
Quick Start
Use the shared-data skill to classify the incident, inspect the relevant logs and metrics, and provide the safest recovery steps for the affected StarRocks cluster.