auto-deliberation-trigger

Name: auto-deliberation-trigger
Availability: InStock
Author: Heretek-AI

Detects gaps and anomalies and spawns deliberation proposals for A2A governance workflows.

Updated Mar 24, 2026

Search Tags:#automation #deliberation #ai-governance #curiosity-engine #quorum-enforcement #consensus-ledger

Ready to run

npx skills add https://github.com/Heretek-AI/heretek-skills --skill auto-deliberation-trigger

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: auto-deliberation-trigger
Source: https://github.com/Heretek-AI/heretek-skills/tree/main/skills/auto-deliberation-trigger
Command: npx skills add https://github.com/Heretek-AI/heretek-skills --skill auto-deliberation-trigger

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires better-sqlite3, and includes scripts (resource) components.

What problem does it solve?

Automatically detects gaps, anomalies, and opportunities and spawns deliberation proposals to keep the collective advancing without manual intervention.

Core Features & Use Cases

Auto-detects skill gaps, anomalies, CVEs, and upstream changes to surface actionable deliberation proposals.
Generates structured proposals with priorities and types, then routes them through quorum enforcement and consensus-ledger persistence.
Integrates with curiosity-engine and triad components to maintain continuous improvement and governance.

Quick Start

Run the auto-deliberation trigger on a schedule to scan for gaps and anomalies and automatically create deliberation proposals.

Frequently Asked Questions about auto-deliberation-trigger

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I automatically generate governance proposals for detected skill gaps and anomalies?▼

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.

What is proactive deliberation in AI governance and how does it work?▼

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.

Do I need a local SQLite database to run the auto-deliberation trigger?▼

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.

Can I post AI governance proposals to Discord automatically?▼

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.

How do I handle failed governance proposal generation and retry queuing?▼

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.