review

Audit auto-memory files and generate structured health reports.

1|Updated Mar 20, 2026
One-click install
npx skills add https://github.com/stericishere/skills --skill review-stericishere
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: review
Source: https://github.com/stericishere/skills/tree/main/self-improving-agent/skills/review
Command: npx skills add https://github.com/stericishere/skills --skill review-stericishere

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates auditing of a project's auto-memory to surface promotion candidates, detect stale entries, identify consolidation opportunities, and assess overall health metrics for governance and performance.

Core Features & Use Cases

  • Identify promotion candidates across sessions and topics
  • Detect stale or outdated memory entries and references
  • Suggest consolidation opportunities to merge redundant rules and improve clarity
  • Generate a structured health report to guide memory maintenance

Quick Start

Run the full review to audit auto-memory and generate actionable recommendations.

Frequently Asked Questions about review

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

FAQPage Schema
How do I audit auto-memory for stale entries and promotion candidates?

To audit auto-memory, run a full review that reads MEMORY.md and topic files to surface promotion candidates, detect stale entries, and evaluate overall memory health metrics.

What is auto-memory consolidation and how does it work?

Auto-memory consolidation identifies redundant rules across memory entries and topic files, suggesting opportunities to merge them to improve clarity and reduce maintenance overhead.

How do I detect stale references in my project's memory files?

Detecting stale references involves cross-referencing MEMORY.md and topic files against CLAUDE.md and .claude/rules to identify outdated memory entries and generate recommended actions.

Can I use this memory audit with my existing CLAUDE.md rules?

Yes, the memory audit cross-references CLAUDE.md and .claude/rules directly to evaluate existing configurations, ensuring promotion candidates and consolidation opportunities align with current rules.

What is the best way to generate a memory health report for governance?

Generating a memory health report requires running a structured review that analyzes auto-memory entries to output promotion candidates, stale entries, and actionable maintenance recommendations.

When should I not use an automated memory audit?

An automated memory audit may not suit projects lacking established MEMORY.md files or .claude/rules configurations, as the review depends on existing topic files to cross-reference and analyze.