[Recommendation Key Name]

[Define recommendation intent and safe action envelope.]

Summary

[What this key means and when it should appear.]

Use cases

• [Case 1]
• [Case 2]
• [Case 3]

How it works

[Signals -> key mapping -> evidence -> governed apply.]

Inputs

• [Signal names]
• [Thresholds]
• [Context fields]

Outputs

• [UI card fields]
• [Apply mode/handler response]
• [Queue/priority behavior]

Admin UI location

[Where users review/apply this key.]

Related telemetry

[Metrics that validate this recommendation.]

Related ledger

[Event keys and snapshot requirements.]

Security

[Capability/nonce checks and content safety limits.]