We welcome external pull requests that improve token efficiency and reduce token cost through Pi-compatible extensions.
Your PR should:
- Implement a Pi-compatible extension using Pi's public extension APIs, without modifying Pi's core.
- Be tested before submission, with relevant automated tests and reproducible validation steps.
- Clearly explain how the extension reduces token cost or improves token efficiency, including local measurements where available.
- Document its configuration, expected behavior, and any trade-offs. Efficiency improvements will be evaluated alongside correctness and task performance.
Our team will help benchmark submitted extensions to evaluate token usage, model cost, and task performance.
We will publish updated benchmark reports on a regular reporting cycle, sharing evaluated changes, results, and any observed trade-offs.
Authors of accepted PRs will be credited as Contributors in the project documentation and the relevant benchmark reports.