feat(mothership): enrich opaque tool errors with actionable context #29673

Job	Run time
Detect Version	5s
Detect Desktop Changes	16s
Migrate Dev DB / Apply Database Migrations	9m 1s
Build AMD64	0s
Test and Build	0s
Check Docs Changes	0s
Migrate DB	0s
Promote Images	0s
Process Docs	-1s
Build ARM64 (GHCR Only)	-9s
Create GHCR Manifests	0s
Create GitHub Release	0s
Check Desktop Signing Secrets	0s
Create Desktop Prerelease	0s
Desktop Prerelease Build	0s
Desktop Release	0s
Publish Desktop Prerelease	-1s
Prune Desktop Prereleases	-1s
Deploy Trigger.dev (Dev)	3m 36s
Build Dev ECR (./docker/realtime.Dockerfile, ECR_REALTIME, ubuntu-latest, blacksmith-2vcpu-ubuntu...	39s
Build Dev ECR (./docker/pii.Dockerfile, ECR_PII, ubuntu-latest, blacksmith-2vcpu-ubuntu-2404)	35s
Build Dev ECR (./docker/db.Dockerfile, ECR_MIGRATIONS, ubuntu-latest, blacksmith-2vcpu-ubuntu-2404)	36s
Build Dev ECR (./docker/app.Dockerfile, 102400, ECR_APP, linux-x64-8-core, blacksmith-16vcpu-ubun...	5m 48s
	20m 24s

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