Integration pattern
Principles
- Read context before proposing action.
- Explain the signal behind every recommendation.
- Respect workspace guardrails before execution.
- Prefer approval-based workflows for high-impact actions.
- Record outcomes so future recommendations improve.
Planned capabilities
- Fetch available workspaces and guardrails
- Create proposed growth actions
- Check approval status
- Read action outcome reports
- Subscribe to action and guardrail events