cost-aware-llm-pipeline

SKILL.md

Patterns for controlling LLM API costs while maintaining quality. Combines model routing, budget tracking, retry logic, and prompt caching into a composable pipeline.

Automatically select cheaper models for simple tasks, reserving expensive models for complex ones.

Track cumulative spend with frozen dataclasses. Each API call returns a new tracker — never mutates state.

Cost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching. Source: affaan-m/everything-claude-code.

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