AI Model Cost Budget Planner

Problem

Engineers often spread AI spend across subscriptions, API calls, and side projects: ChatGPT Plus, Claude Pro, OpenAI API, and image tools may all run at once, but there is no shared task tiering or budget guardrail. When bills rise, the default reaction is often to add more quota instead of deciding which tasks justify premium models and which should be downgraded, paused, or cancelled.

How It Works

The skill is prompt-only planning: it does not access billing dashboards, request credentials, or interpret contracts. It structures the input step by step:
- Current spend: tools, subscriptions, API providers, rough monthly costs, renewal dates, and major use cases.
- Task routing: frequency, value, privacy sensitivity, quality requirements, latency requirements, and customer impact, then lanes such as premium, standard, cheap batch, human-only, and stop doing.
- Waste detection: duplicate subscriptions, overlapping features, underused paid plans, and avoidable API overuse.
- Guardrails: monthly target, hard ceiling, warning threshold, review cadence, and upgrade/downgrade/pause/cancel rules.

Output And Boundaries

The deliverable is a one-page cost-control plan with AI Spend Snapshot, task routing rules, budget caps, warning thresholds, a weekly or monthly review checklist, and questions to verify in official billing pages. It is suitable for solo workflows and small teams. It does not provide financial, tax, legal, or contract advice, does not guarantee savings, and always requires users to verify prices, usage limits, renewal dates, and cancellation terms on official vendor billing pages before acting.