Finds and loads the right official Google Cloud skill (GKE, Vertex AI, BigQuery, Cloud Run, Cloud SQL, Cloud Build, Cloud Monitoring, Cloud Logging, IAM, networking, Cloud Storage, Filestore, SLO alerting, Well-Architected Framework, etc.) from a local, pinned catalog. Use at the start of any task that touches a Google Cloud product.