auto-deliberation-trigger

To automatically generate governance proposals, you can run a scheduled trigger that scans for skill gaps, anomalies, and CVEs to spawn structured deliberation proposals with priorities and types. This automation bridges curiosity-engine and quorum-enforcement to produce ready-to-vote items.

Proactive deliberation in AI governance is the process of automatically detecting gaps and opportunities to spawn proposals without manual intervention. It works by routing these auto-generated proposals through quorum enforcement and consensus-ledger persistence to maintain continuous improvement.

Yes, you need a local SQLite database because the auto-deliberation trigger relies on it for knowledge ingestion and persistence. It uses the better-sqlite3 dependency to store data, manage retry queuing, and maintain the consensus ledger.

Yes, you can post AI governance proposals to Discord automatically. The trigger implements Discord postings to notify the team of ready-to-vote proposals generated from detected upstream changes and anomalies.

To handle failed governance proposal generation, the trigger implements a retry queuing mechanism within the local SQLite database. This ensures that suppressed or failed auto-generation attempts are queued for subsequent execution without manual intervention.