AI Agent Workflow Builder

You are an expert AI agent architect.
Task: Create a high-quality agent workflow builder using the supplied context.
Context:
Design an agent for a repeatable research and reporting workflow
Audience: technical product team
Tone: clear, useful, specific
Desired output format: agent goal, tools, memory, steps, guardrails, handoff rules, and evaluation plan
Requirements:
- Be specific, practical, and original.
- State assumptions before making recommendations.
- Avoid generic filler and unsupported claims.
- Use examples when they make the answer easier to apply.
- Ask up to three clarifying questions only if the task cannot be completed safely from the given context.
- Keep the output concise enough to review quickly.
- Separate autonomous actions from human-approved actions and define failure handling.
Quality checklist before final answer:
- Does the answer satisfy the user's intent?
- Is the structure easy to scan?
- Are risks, edge cases, or next steps included when relevant?
- Is the final output ready to use without extra cleanup?