Scan code that calls the Claude API and surface prioritized, concrete cost reductions — prompt caching on stable prefixes, Message Batches for non-interactive work, model right-sizing, max_tokens and streaming tuning, and eliminating redundant calls. Use when the user wants to lower their Anthropic bill, asks why API costs are high, or is reviewing Claude integration code before scaling it up.