Cost Optimization

Keep a governed session within budget. Use this before long-running agent work, bulk processing, or any task where spend pressure could change the plan.

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Cost Optimization Skill

Budget protocol

  1. Estimate before expensive work with ck_budget.
  2. Prefer smaller checkpoints over one large call when spend is uncertain.
  3. Use ck_route to prefer cheaper valid agents when quality permits.
  4. When the budget is low, reduce scope and escalate to the human early.
  5. Commit actual usage after completion if your harness is responsible for spend recording.
  6. Use ck_cost_optimizer to discover savings models, caching strategies, and local model alternatives.

Additional resources

  • For estimation, warning thresholds, and split strategies, see references/budget-playbook.md

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Frequently asked questions

npx skillmds@latest add aryaminus/cost-optimization