Hierarchy Of Engagement

The hierarchy-of-engagement skill structures AI agent responses by prioritizing user needs, providing context, and then delivering actionable solutions. It ensures that complex product management tasks are addressed with a logical flow that mirrors human decision-making processes. This approach helps agents deliver more coherent and empathetic interactions during strategic planning sessions.

When to use it

• When an AI agent needs to analyze a user's problem before suggesting specific product features or fixes.
• During stakeholder meetings where the agent must balance immediate requests with long-term strategic goals.
• When generating roadmaps that require explaining the "why" behind prioritization decisions before listing tasks.
• For drafting communication plans that address customer pain points before outlining technical implementation steps.

Key capabilities

• Prioritizes user intent and emotional context at the start of any response.
• Synthesizes background information to build a shared understanding with the user.
• Delivers specific recommendations or next steps only after establishing clear context.
• Adapts tone and depth based on the inferred seniority of the audience.

Example prompts

• "Help me draft a response to a frustrated customer who wants a feature we haven't started yet."
• "Analyze this user feedback log and propose a prioritization framework for our next sprint."
• "Explain why we are delaying the new dashboard launch, focusing on the impact on current users first."

Tips & gotchas

Ensure you provide clear context about the user's role and the specific product constraints before invoking this skill, as it relies heavily on understanding the underlying situation to order information correctly. Avoid using it for simple factual queries where a direct answer is preferred over a structured narrative.