| name | bosskuai-cost-optimization |
| description | Use this for cloud/server/API/model cost control, token budgets, queue sizing, storage costs, vendor spend, and unit economics. |
Bosskuai Cost Optimization
Use this for cloud/server/API/model cost control, token budgets, queue sizing, storage costs, vendor spend, and unit economics.
Fast Path
- Measure before optimizing: request volume, token usage, queue duration, DB load, storage, vendor API calls.
- Separate product quality modes: cheap default, frontier escalation, batch/offline jobs.
- Cache only safe, scoped, invalidatable data.
- Track cost per active user, per job, per lead, or per successful transaction.
Default Checks
- Measure before optimizing: request volume, token usage, queue duration, DB load, storage, vendor API calls.
- Separate product quality modes: cheap default, frontier escalation, batch/offline jobs.
- Cache only safe, scoped, invalidatable data.
- Track cost per active user, per job, per lead, or per successful transaction.
- Never reduce cost by weakening security, audit, or critical correctness.
When To Open The Playbook
Open ../../references/playbooks/bosskuai-cost-optimization-playbook.md only when the task needs detailed workflow, implementation examples, or release-grade depth.
Output Quality
- Start with the verdict or action.
- Separate confirmed facts, assumptions, and risks.
- Include exact files, commands, tests, metrics, or rollback triggers when relevant.
- Do not claim legal, security, or cost certainty without evidence.
References
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../../references/playbooks/bosskuai-cost-optimization-playbook.md
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../../references/checklists/cost-optimization-checklist.md
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Track LLM cost separately from general API cost when model usage is material.
