Sf Datacloud Harmonize

# Credits & Acknowledgments

Primary contributor: **Gnanasekaran Thoppae**

This skill is part of the `sf-datacloud-*` family. Shared attribution, upstream source mapping, and maintenance notes live in:
- [../sf-datacloud/CREDITS.md](../sf-datacloud/CREDITS.md)
- [../sf-datacloud/UPSTREAM.md](../sf-datacloud/UPSTREAM.md)


MIT License

Copyright (c) 2024-2025 Jag Valaiyapathy

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# sf-datacloud-harmonize

Schema harmonization and unification workflows for Salesforce Data Cloud.

## Use this skill for

- DMOs
- field mappings
- relationships
- identity resolution
- unified profiles
- data graphs
- universal ID lookup

## Example requests

```text
"Map this DLO to ssot__Individual__dlm"
"Help me create an identity resolution ruleset"
"Why are unified profiles not appearing?"
"Show me the DMO fields before I create mappings"
```

## Common commands

```bash
sf data360 dmo list --all -o myorg 2>/dev/null
sf data360 query describe -o myorg --table ssot__Individual__dlm 2>/dev/null
sf data360 dmo mapping-list -o myorg --source Contact_Home__dll --target ssot__Individual__dlm 2>/dev/null
sf data360 identity-resolution list -o myorg 2>/dev/null
```

## References

- [SKILL.md](SKILL.md)
- [../sf-datacloud/assets/definitions/dmo.template.json](../sf-datacloud/assets/definitions/dmo.template.json)
- [../sf-datacloud/assets/definitions/mapping.template.json](../sf-datacloud/assets/definitions/mapping.template.json)
- [../sf-datacloud/assets/definitions/relationship.template.json](../sf-datacloud/assets/definitions/relationship.template.json)
- [../sf-datacloud/assets/definitions/data-graph.template.json](../sf-datacloud/assets/definitions/data-graph.template.json)
- [CREDITS.md](CREDITS.md)

## License

MIT License - See [LICENSE](LICENSE).


---
name: sf-datacloud-harmonize
description: >
  Salesforce Data Cloud Harmonize phase.
  TRIGGER when: user works with DMOs, mappings, relationships, identity resolution,
  unified profiles, data graphs, or universal IDs.
  DO NOT TRIGGER when: the task is only about streams/DLOs (use sf-datacloud-prepare),
  segments/insights (use sf-datacloud-segment), retrieval/search (use sf-datacloud-retrieve),
  or STDM/session tracing (use sf-ai-agentforce-observability).
license: MIT
compatibility: "Requires an external community sf data360 CLI plugin and a Data Cloud-enabled org"
metadata:
  version: "1.0.0"
  author: "Gnanasekaran Thoppae"
  phase: "Harmonize"
---

# sf-datacloud-harmonize: Data Cloud Harmonize Phase

Use this skill when the user needs **schema harmonization and unification work**: DMOs, field mappings, relationships, identity resolution, unified profiles, data graphs, or universal ID lookup.

## When This Skill Owns the Task

Use `sf-datacloud-harmonize` when the work involves:
- `sf data360 dmo *`
- `sf data360 identity-resolution *`
- `sf data360 data-graph *`
- `sf data360 profile *`
- `sf data360 universal-id lookup`

Delegate elsewhere when the user is:
- still ingesting streams