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API spend breakdown and cost-optimization analysis
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Based on SOC occupation classification
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Full pipeline — idea to production (chains every stage)
Autonomous block QA — detect, adversarially verify, fix safe tiers, hand the residual to a human
Technical spec — data model, file plan, refined acceptance criteria
| name | costs |
| description | API spend breakdown and cost-optimization analysis |
| when_to_use | Use when Abdout asks where the money goes — API and infra spend breakdown with cost-optimization analysis across Vercel, Neon, AWS, and the Anthropic plan, honoring the subscription-only posture. Triggers on: costs, spend, how much are we paying, cost optimization, budget check. |
| argument-hint | [monthly|<service>] |
| model | sonnet |
API spend breakdown and cost optimization analysis.
Arguments: $ARGUMENTS (optional: "monthly" for full report, or specific service like "vercel", "neon", "stripe")
Steps:
Reference: .claude/agents/ops.md for cost structure Reference: .claude/agents/revenue.md for revenue context
