sf-datacloud-act: Data Cloud Act Phase

Use this skill when the user needs downstream delivery work: activations, activation targets, data actions, or pushing Data Cloud outputs into other systems.

When This Skill Owns the Task

Use sf-datacloud-act when the work involves:

• sf data360 activation *
• sf data360 activation-target *
• sf data360 data-action *
• sf data360 data-action-target *
• verifying downstream delivery setup

Delegate elsewhere when the user is:

• still building the audience or insight → sf-datacloud-segment
• exploring query/search or search indexes → sf-datacloud-retrieve
• setting up base connections or ingestion → sf-datacloud-connect, sf-datacloud-prepare

Required Context to Gather First

Ask for or infer:

• target org alias
• destination platform or downstream system
• whether the segment already exists and is published
• whether the user needs create, inspect, update, or delete
• whether the task is activation-focused or data-action-focused

Core Operating Rules

• Verify the upstream segment or insight is healthy before creating downstream delivery assets.
• Run the shared readiness classifier before mutating activation assets: node ~/.claude/skills/sf-datacloud/scripts/diagnose-org.mjs -o <org> --phase act --json.
• Inspect available platforms and targets before mutating activation setup.
• Keep destination definitions deterministic and reusable where possible.
• Treat downstream credential and platform constraints as separate validation concerns.
• Prefer read-only inspection first when the destination state is unclear.

Recommended Workflow

1. Classify readiness for act work

node ~/.claude/skills/sf-datacloud/scripts/diagnose-org.mjs -o <org> --phase act --json

2. Inspect destinations first

sf data360 activation platforms -o <org> 2>/dev/null
sf data360 activation-target list -o <org> 2>/dev/null
sf data360 data-action-target list -o <org> 2>/dev/null

3. Create the destination before the activation

sf data360 activation-target create -o <org> -f target.json 2>/dev/null
sf data360 data-action-target create -o <org> -f target.json 2>/dev/null

4. Create the activation or data action

sf data360 activation create -o <org> -f activation.json 2>/dev/null
sf data360 data-action create -o <org> -f action.json 2>/dev/null

5. Verify downstream readiness

sf data360 activation list -o <org> 2>/dev/null
sf data360 activation data -o <org> --name <activation> 2>/dev/null

High-Signal Gotchas

• Activation design depends on a healthy published upstream segment.
• Destination configuration usually comes before activation creation.
• Downstream credential and platform constraints may live outside the Data Cloud CLI alone.
• Read-only inspection is the safest first move when the destination setup is unclear.
• CdpActivationTarget or CdpActivationExternalPlatform means the activation surface is gated for the current org/user; guide the user toward activation setup, permissions, and destination configuration instead of retrying blindly.

Output Format

Act task: <activation / activation-target / data-action / data-action-target>
Destination: <platform or target>
Target org: <alias>
Artifacts: <definition files / commands>
Verification: <listed / created / blocked>
Next step: <destination validation or downstream testing>

References

• README.md
• ../sf-datacloud/assets/definitions/activation-target.template.json
• ../sf-datacloud/assets/definitions/activation.template.json
• ../sf-datacloud/assets/definitions/data-action-target.template.json
• ../sf-datacloud/assets/definitions/data-action.template.json
• ../sf-datacloud/UPSTREAM.md
• ../sf-datacloud/references/plugin-setup.md
• ../sf-datacloud/references/feature-readiness.md