| name | openrouter-caching-strategy |
|---|---|
| description | Implement response caching for OpenRouter efficiency. Use when optimizing costs or reducing latency for repeated queries. Trigger with phrases like 'openrouter cache', 'cache llm responses', 'openrouter redis', 'semantic caching'. |
| allowed-tools | Read, Write, Edit, Grep |
| version | 1.0.0 |
| license | MIT |
| author | Jeremy Longshore <[email protected]> |
Openrouter Caching Strategy
Overview
This skill covers caching strategies from simple LRU caches to semantic similarity caching for intelligent response reuse.
Prerequisites
- OpenRouter integration
- Caching infrastructure (Redis recommended for production)
Instructions
Follow these steps to implement this skill:
- Verify Prerequisites: Ensure all prerequisites listed above are met
- Review the Implementation: Study the code examples and patterns below
- Adapt to Your Environment: Modify configuration values for your setup
- Test the Integration: Run the verification steps to confirm functionality
- Monitor in Production: Set up appropriate logging and monitoring
Output
Successful execution produces: - Working OpenRouter integration - Verified API connectivity - Example responses demonstrating functionality
Error Handling
See {baseDir}/references/errors.md for comprehensive error handling.
Examples
See {baseDir}/references/examples.md for detailed examples.