check-deliberations

Compute coverage, linkage, conflict quarantine, redaction leakage, and duplicate suppression metrics for a Deliberation Archive.

2|1|Updated Mar 30, 2026

Search Tags:#governance #health check #quality metrics #redaction #duplicates #deliberation archive #spec linkage

Ready to run

npx skills add https://github.com/Remaker-Digital/groundtruth-kb --skill check-deliberations

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: check-deliberations
Source: https://github.com/Remaker-Digital/groundtruth-kb/tree/main/.claude/skills/check-deliberations
Command: npx skills add https://github.com/Remaker-Digital/groundtruth-kb --skill check-deliberations

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

It helps you detect gaps or security issues in the Deliberation Archive by running a standardized health check and highlighting which checks pass, warn, or fail.

Core Features & Use Cases

Population coverage auditing: Measures whether archived deliberations broadly cover the candidate source material.
Linkage coverage verification: Assesses whether deliberations are properly linked to SPEC/WI identifiers.
Quality and safety checks: Flags conflict quarantine rates, redaction survivors, and duplicate suppression failures that could indicate parsing issues or security risks.
Use case: After harvesting or updating bridge artifacts, run the check to confirm your archive is complete, correctly linked, and free of redaction leakage before proceeding with further governance actions.

Quick Start

Run the deliberation archive health check by executing the command: python scripts/deliberation_health.py --json.

Frequently Asked Questions about check-deliberations

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

FAQPage Schema

How do I check deliberation archive health for coverage and redaction leakage?▼

To check deliberation archive health, run the provided Python health-check script to compute coverage, linkage, conflict quarantine, redaction leakage, and duplicate suppression metrics, then evaluate PASS/WARN/FAIL thresholds for actionable results.

What is deliberation archive linkage coverage and why does it matter?▼

Deliberation archive linkage coverage assesses whether archived deliberations are properly linked to SPEC/WI identifiers. Proper linkage ensures governance workflows maintain traceability and archive completeness across deliberation harvesting and bridge updates.

When should I run a deliberation archive quality metrics check?▼

You should run a deliberation archive health check after deliberation harvesting and bridge updates. This timing confirms your archive is complete, correctly linked, and free of redaction leakage before proceeding with further governance actions.

Can I detect redaction leakage and duplicate suppression failures in a deliberation archive?▼

Yes, the health check script flags redaction survivors and duplicate suppression failures. Detecting these issues highlights potential parsing problems or security risks within the deliberation archive during governance workflows.

Does the deliberation health check require any external dependencies?▼

No, the deliberation health check requires no external dependencies. It operates by running the provided Python script directly to evaluate archive health metrics and report actionable results.