omnistudio-datapacks-deploy

omnistudio-datapacks-deploy: Vlocity Build DataPack Deployment

Use this skill when the user needs Vlocity DataPack deployment orchestration: export/deploy workflow, manifest-driven deploys, failure triage, and CI/CD sequencing for OmniStudio/Industries DataPacks.

Scope

Use omnistudio-datapacks-deploy when work involves:

vlocity packDeploy, packRetry, packContinue, packExport, packGetDiffs, validateLocalData
DataPack job-file design (projectPath, expansionPath, manifest, queries)
org-to-org DataPack migration and retry loops
troubleshooting DataPack dependency, matching-key, and GlobalKey issues

Delegate elsewhere when the user is:

deploying standard metadata with sf project deploy -> platform-metadata-deploy
building OmniScripts, FlexCards, IPs, or Data Mappers -> omnistudio-*-build
designing Product2 EPC bundles -> omnistudio-epc-catalog-generate
writing Apex/LWC code -> platform-apex-generate, experience-lwc-generate

Critical Operating Rules

Use Vlocity Build (vlocity) commands for DataPacks, not sf project deploy.
Prefer Salesforce CLI auth integration (-sfdx.username <alias>) over username/password files when available.
Always run a pre-deploy quality gate before full deploy:
1. validateLocalData
2. optional packGetDiffs
3. then packDeploy
Use packRetry repeatedly when error counts are dropping; stop when retries no longer improve results.
Keep matching-key strategy and GlobalKey integrity consistent across source and target orgs.

Required Context to Gather First

Ask for or infer:

source org and target org aliases
job file path and DataPack project path
deployment scope (full project, manifest subset, or specific -key)
whether this is export, deploy, retry, continue, or diff-only
namespace model (%vlocity_namespace%, vlocity_cmt, or core)
known constraints (new sandbox bootstrap, trigger behavior, matching key customizations)

Preflight checks:

vlocity help
sf org list
sf org display --target-org <alias> --json
test -f

Recommended Workflow

1. Ensure tool readiness

2. Validate project data locally

Use --fixLocalGlobalKeys only when explicitly requested and after explaining impact.

3. Export from source (when needed)

4. Deploy to target

5. Continue interrupted jobs

6. Verify post-deploy parity

Job-file starter: references/job-file-template.md

Gotchas

Error / symptom	Likely cause	Default fix direction
`No match found for ...`	missing dependency in target org	include missing DataPack key and redeploy
`Duplicate Results found for ... GlobalKey`	duplicate records in target	clean duplicates and re-run deploy
`Multiple Imported Records ... same Salesforce Record`	source duplicate matching-key records	remove duplicates in source and re-export
`No Configuration Found`	outdated DataPack settings	run `packUpdateSettings` or enable `autoUpdateSettings`
`Some records were not processed`	settings mismatch / partial dependency state	refresh settings both orgs, then retry
SASS / template compile failures	missing referenced UI template assets	export/deploy referenced template dependencies first

Detailed matrix: references/troubleshooting-matrix.md

CI/CD Guidance

Default pipeline shape:

authenticate orgs (sf org login ...)
validate local DataPack integrity (validateLocalData)
export changed scope (packExport or manifest-driven export)
deploy (packDeploy)
retry loop (packRetry) until stable
compare (packGetDiffs) and publish deployment report

For incremental deploy optimization, use job-file options such as:

gitCheck: true
gitCheckKey: <folder>
manifest for deterministic scope control

Cross-Skill Integration

Need	Delegate to	Reason
metadata deploy outside DataPacks	platform-metadata-deploy	Metadata API workflows
OmniStudio component authoring	`omnistudio-*-build`	build artifacts before deploy
EPC product and offer payload authoring	omnistudio-epc-catalog-generate	Product2/DataPack model quality
Apex trigger/log error diagnosis	platform-apex-logs-debug, platform-apex-generate	automation-side root-cause fixes

Output Expectations

After completing a DataPack operation, deliver a completion block:

Reference File Index

File	When to read
`references/job-file-template.md`	Before advising on job file structure — load as baseline configuration reference
`references/troubleshooting-matrix.md`	When user reports deploy failures — load to diagnose DataPack errors and apply fix directions
`examples/business-internet-plus-bundle/TRANSCRIPT.md`	Example of validation planning and execution for a Product2 bundle
`examples/business-internet-plus-bundle/deploy-business-internet-plus-bundle.yaml`	Example job file for scope-limited `validateLocalData` run
`examples/business-internet-plus-bundle-deploy/TRANSCRIPT.md`	Example of full deploy cycle including `packDeploy` and `packRetry` outcomes
`examples/business-internet-plus-bundle-deploy/deploy-business-internet-plus-bundle.yaml`	Example job file for staged deployment with manifest targeting