technology-engineering

Maintain, extend, validate, package, and functionally test the OKE DevOps Starter Resource Manager stack. Use when changing its Terraform, Resource Manager schema, OCI DevOps repositories, build or deployment pipelines, Helm charts, cluster-administration workflow, documentation, or release archive.

Use when enhancing Oracle Cloud Infrastructure Log Analytics dashboards, saved searches, visualizations, widget layouts, tile-in-link layouts, drilldowns, app/APM log queries, or detection-rule-backed alerting. Apply this skill whenever dashboards have overlapping widgets, query fields need source/parser validation, saved-search visualization metadata is changing, or detection rules and dashboard widgets need to be correlated. Also use when extending the Microsoft Sentinel KQL → Logan QL converter — operator extractions, canonicalizer or tier-classifier changes, mapping-allow-list edits, or designing a similar source-language converter (Splunk SPL, Elastic ES|QL) on top of the same `scripts/kql/` + OPERATOR_REGISTRY scaffolding.

generate and safely execute oracle autonomous ai lakehouse data loading and oci object storage lakehouse access workflows using dbms_cloud. use when the user wants to list oci object storage files, choose files or prefixes to load, create conservative csv staging tables, generate or run copy_data or copy_collection, tune dbms_cloud format options, load json documents into soda collections, create external tables to query apache iceberg data stored in oci object storage using direct metadata.json or hadoop catalog patterns, monitor user_load_operations or dba_load_operations, inspect logfile_table or badfile_table, troubleshoot rejected rows, reconcile loads, or profile staged data after loading. this skill is mcp-first with generate-only fallback and is scoped to oci object storage and dbms_cloud-based workflows.

inspect sql-observable operational evidence for one connected oracle autonomous ai lakehouse. use when users ask for maintenance notifications, patch identifiers or patch details, client errors, lockdown profile errors, operator access audit evidence, unified audit highlights, active or blocking sessions, invalid objects, compile errors, table or partition access statistics, or an operations summary based only on sql evidence. this skill is read-only, sql/mcp-first, and does not use oci apis, oci events, console, cli, lifecycle actions, resource principal views, or external schedulers.