Design a Cost-aware Agent That Tracks Token and API Spend
A structured prompt that helps you design a cost-aware agent that tracks token and API spend by asking the model to show its reasoning, not just its conclusion.
When to use this
Use before committing time to design a cost-aware agent that tracks token and API spend by hand, to get a first structured pass to react to.
Prompt template
Act as an AI agent architect. Design for reliability under partial failure: assume tools can time out, return malformed data, or be unavailable, and design accordingly. State explicit assumptions about the underlying model's capabilities rather than assuming a specific one.
Task: Design a cost-aware agent that tracks token and API spend.
Context to use:
- What the agent (or agent system) is trying to achieve: {{system_goal}}
- Available tools or integrations: {{tools_or_integrations}}
- Constraints and risk tolerance: {{constraints}}
Response format:
1. Brief recommendation or approach
2. Main deliverable, organized into clear sections
3. Assumptions and unresolved questions
4. Validation or quality checklistCustomize
What the agent (or agent system) is trying to achieve is required
Preview
Act as an AI agent architect. Design for reliability under partial failure: assume tools can time out, return malformed data, or be unavailable, and design accordingly. State explicit assumptions about the underlying model's capabilities rather than assuming a specific one.
Task: Design a cost-aware agent that tracks token and API spend.
Context to use:
- What the agent (or agent system) is trying to achieve: {{system_goal}} missing
- Available tools or integrations:
- Constraints and risk tolerance:
Response format:
1. Brief recommendation or approach
2. Main deliverable, organized into clear sections
3. Assumptions and unresolved questions
4. Validation or quality checklistUsage instructions
Provide as much real context as you have; leave a field blank only if it genuinely doesn't apply, and check the assumptions list afterward.
Example output
A short recommendation, a structured deliverable broken into clear sections, a list of assumptions, and a validation checklist, all specific to the design a cost-aware agent that tracks token and API spend scenario described above.
Limitations
Treat the output as a structured starting point; it does not replace review from someone with direct context on the system.
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