audit-knowledge

Audit memory and knowledge backlogs to surface extractable insights and decisions.

16|2|Updated Apr 5, 2026

Search Tags:#audit #memory #backlog #integrity #knowledge #drift

Ready to run

npx skills add https://github.com/mikeprasad/aria-knowledge --skill audit-knowledge

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: audit-knowledge
Source: https://github.com/mikeprasad/aria-knowledge/tree/main/plugin/skills/audit-knowledge
Command: npx skills add https://github.com/mikeprasad/aria-knowledge --skill audit-knowledge

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Claude sessions generate memory and planning artifacts that drift over time, making it hard to act on past insights. This Skill provides a structured audit workflow to surface extractable knowledge, surface stale items, and align backlogs with promoted documentation.

Core Features & Use Cases

Systematically review insights, decisions, extraction, and ideas backlogs to surface actionable items for promotion or retirement.
Cross-reference backlogs with promoted knowledge to avoid duplication and drift.
Surface integrity issues, drift, and stale content to reinforce knowledge quality across projects.

Quick Start

Run the audit to review memory, backlogs, and references, and surface actionable items for review.

Frequently Asked Questions about audit-knowledge

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

FAQPage Schema

How do I audit AI memory and prevent knowledge drift across sessions?▼

Auditing AI memory prevents knowledge drift by systematically reviewing backlogs to surface stale items, cross-reference promoted documentation, and identify integrity issues. This structured workflow aligns past insights with current project states.

What is the best way to surface extractable insights from a session memory backlog?▼

Surfacing extractable insights from a memory backlog involves cross-referencing stored items against promoted knowledge to avoid duplication. The audit resolves knowledge folders and indexes freshness checks to produce structured outputs for downstream review.

How do I review extraction backlogs and check for rule drift in knowledge bases?▼

Reviewing extraction backlogs and checking for rule drift requires cross-referencing insights, decisions, and references against promoted documentation. The audit identifies stale content and integrity issues to reinforce overall knowledge quality.

When should I run a knowledge backlog audit during a development session?▼

Run a knowledge backlog audit at session start or upon user initiation to handle memory surfaces. This timing ensures extraction backlogs and references are reviewed for freshness before generating downstream structured outputs.

Can I use a memory audit workflow to retire stale decisions and ideas?▼

Yes, a memory audit workflow systematically reviews insights, decisions, and ideas backlogs to surface actionable items for promotion or retirement. It cross-references these items to prevent duplication and maintain documentation alignment.

Does the knowledge audit process require external dependencies or components?▼

No, the knowledge audit process operates without external dependencies or components. It uses config-driven steps to resolve knowledge folders, read backlogs, and index freshness checks natively within the session environment.