audit

Audit memex knowledge banks for dead links, orphans, and inconsistencies.

Updated May 16, 2026
One-click install
npx skills add https://github.com/korchasa/flowai-plugins --skill audit-korchasa
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: audit
Source: https://github.com/korchasa/flowai-plugins/tree/main/plugins/flowai-memex/skills/audit
Command: npx skills add https://github.com/korchasa/flowai-plugins --skill audit-korchasa

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a thorough audit of the memex (long-term knowledge bank for AI agents) to detect orphans, dead SALP REFs, missing sections, contradictions, and index drift, offering a deterministic check and LLM-judged findings.

Core Features & Use Cases

  • Deterministic Structural Check: Runs a script to report issues such as missing links, unlinked pages, and indexing errors.
  • LLM-Judged Findings: Adds LLM-judged checks for contradictions, stale claims, and coverage gaps.
  • Auto-Fix Options: Optionally apply auto-fixes to trivial issues like dead links, missing sections, and index entries.
  • Audit Report: Generates a detailed report with issues, auto-fixed items, and suggestions for further action.
  • Use Case: Run the 'audit' command with --fix to auto-correct detected issues in the memex.

Quick Start

Execute the 'audit --fix' command to audit and fix issues in your memex.

Frequently Asked Questions about audit

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

FAQPage Schema
How do I find dead links and orphan pages in my markdown knowledge base?

A structural audit identifies dead links and orphan pages by scanning your knowledge base. It runs deterministic checks to report missing links, unlinked pages, and indexing errors, generating a detailed audit report of the findings.

What is an LLM-judged audit for a long-term knowledge bank?

An LLM-judged audit evaluates a long-term knowledge bank for semantic inconsistencies. It supplements deterministic structural checks by identifying contradictions, stale claims, and coverage gaps using language model reasoning.

Can I automatically fix broken references and missing sections in my memex?

Yes, you can automatically fix broken references and missing sections by running the audit command with the auto-fix flag. It corrects trivial issues like dead SALP REFs, missing sections, and index entries.

Does the structural analysis tool support auditing PDF documents?

Yes, the structural analysis tool supports auditing PDF documents. It handles PDF, Markdown, and other structured document types to detect orphans, dead references, and inconsistencies across the knowledge bank.

Why does my knowledge bank have index drift and missing SALP REFs?

Index drift and missing SALP REFs occur when knowledge bank entries become outdated or unlinked over time. A structural audit detects these inconsistencies and can optionally auto-fix the broken references.