Detect drift, gaps, and stale items in AI governance workflows.
npx skills add https://github.com/Rwb3n/haios --skill audit-rwb3n
Please help me install this Agent Skill. Skill: audit Source: https://github.com/Rwb3n/haios/tree/main/.claude/skills/audit Command: npx skills add https://github.com/Rwb3n/haios --skill audit-rwb3n
This Skill helps teams maintain AI governance by identifying drift, gaps, and stale items in workflows, ensuring alignment across memory, plans, and observations.
Run the audit commands before starting a session or after milestones to verify system integrity. For example: just audit-sync just audit-gaps just audit-stale just scan-observations
High-intent search queries and answers about installing and using this skill.
To detect drift and gaps in AI governance workflows, run deterministic checks like audit-sync and audit-gaps to identify mismatches between intended actions and actual observations, surfacing actionable remediation recommendations.
An AI governance health check verifies alignment across work items, plans, and observations. Run these audits before starting a session, after milestones, or during ongoing operations to detect drift and stale items.
To find stale items in your AI workflow, execute the audit-stale command to scan for outdated entries. The audit then surfaces actionable remediation steps to resolve these stale items and restore alignment.
Yes, you can automate pre-session and post-milestone workflow audits by executing deterministic commands like just audit-sync and scan-observations to verify system integrity and ensure continuous alignment across memory and plans.
The best way to scan observations for AI alignment issues is using the scan-observations command, which reviews logged observations against current plans to detect mismatches and provide actionable remediation guidance.
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