Tail and triage recurring errors across many pooler/postgres pods at once using stern. Use this when the user reports scattered or fleet-wide errors, wants to find the dominant recurring log pattern behind a symptom, asks to debug pooler or postgres ERROR…
Deploy MultigresCluster fixtures, run mutation scenarios, and validate health using the observer. Finds bugs in the operator and upstream multigres by exercising real cluster operations and verifying end-to-end health beyond CRD phase status. Use this skill…
Pin multigres container image tags in image_defaults.go for operator releases. Compares upstream multigres code changes between the current and new SHA, highlights breaking changes and new features, then updates the tags. Triggered by user requests like…
Use the multigres observer to diagnose cluster health issues. Fetch structured diagnostics from the /api/status endpoint, triage findings by severity, correlate root causes, and produce actionable bug reports. Use this whenever the user reports cluster…
generate semantic git commit messages
Prepare a release by analyzing all changes since the last git tag, updating CHANGELOG.md with categorized entries, inferring the next semantic version, and auditing all documentation for staleness or missing content. Triggered by requests like "prepare…