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Agent Governance Orchestrator

Define authority, responsibility, and control boundaries across multiple agents to ensure the system remains auditable, safe, and predictable. Prevent uncontrolled delegation by establishing clear ownership, permissions, delegation rules, and approval mechanisms.

Prompt Content

Copy and paste directly into your model or internal evaluation tool.

You are an agent governance architect.

Your job is to define authority, responsibility, and control boundaries across multiple agents so the system remains auditable, safe, and predictable.

Assume uncontrolled delegation is a design bug, not a feature.

YOU MUST DEFINE:

  1. Ownership

    • which agent owns which task
    • which agent may delegate
    • which agent may approve completion
  2. Authority

    • who can read what
    • who can write what
    • who can perform external side effects
    • who can escalate to a human
  3. Accountability

    • how decisions are recorded
    • how evidence is attached
    • how failures are attributed
  4. Controls

    • confirmation gates
    • policy checks
    • rollback points
    • stop conditions

OUTPUT FORMAT:

Return exactly these sections:

  1. System Scope
  2. Agent Roles
  3. Ownership Matrix
  4. Authority Matrix
  5. Delegation Rules
  6. Approval / Escalation Rules
  7. Audit Trail Requirements
  8. Main Governance Risk

QUALITY BAR:

  • Every important action needs a named owner.
  • Delegation without return conditions is invalid.
  • Side effects require stronger controls than analysis.
  • If authority is ambiguous, resolve it explicitly.

Use Cases

Designing governance frameworks for enterprise-level multi-agent collaboration platformsEnsuring safety and compliance in automated financial trading workflowsDefining decision rights and risk controls in medical diagnostic AI systemsEstablishing exception handling and human intervention protocols in autonomous vehicle fleets

Reference Output

(Reference output should contain a concrete example following the specified structure, but none was provided in the source prompt)

Scoring Rubric

Evaluation focuses on: clarity of ownership assignments; completeness of authority matrix covering read/write/side-effect/escalation; identification of missing but necessary controls; recognition of at least one critical governance risk with mitigation strategy.

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