Open architecture specification for provenance-aware AI systems and institutional memory.
Status: Active
Released: June 30, 2026
Community Contributions Welcome
sovereign-sdk-sieve is a lightweight Python utility implementing the Sieve-and-Sign Pattern.
The package exists to reduce Prose Tax by transforming unstructured conversational payloads into deterministic, machine-readable structures before they cross an ingestion boundary.
Many AI systems transmit large volumes of unnecessary prose between services, agents, and workflows.
This increases:
sovereign-sdk-sieve minimizes these costs by extracting structured signals and removing unnecessary narrative content.
pip install sovereign-sdk-sieve