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Self Review

Audit weekly agent outputs, reliability, and memory hygiene into a markdown report.

Updated Jun 2, 2026
Search Tags:#automation#logs#audit#memory#reporting#improvement#self-review
One-click install
npx skills add https://github.com/Atrium-Hermes/atrium-lighthouse --skill self-review-atrium-hermes
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Self Review
Source: https://github.com/Atrium-Hermes/atrium-lighthouse/tree/main/skills/self-review
Command: npx skills add https://github.com/Atrium-Hermes/atrium-lighthouse --skill self-review-atrium-hermes

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Weekly automated review of agent performance, highlighting what worked, what failed, and what to improve.

Core Features & Use Cases

  • Audit outputs for quality and identify patterns of errors or success.
  • Evaluate reliability by tracking skill execution and failure signals.
  • Maintain memory hygiene by checking memory and logs for freshness and structure.

Quick Start

Run the self-review workflow to audit outputs, reliability, and memory hygiene, generate improvements, and save the report.

Frequently Asked Questions about Self Review

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

FAQPage Schema
How do I automate a weekly audit of agent activity logs and memory?▼

Weekly agent activity audits are automated by analyzing logs, memory, and PR history from the last 7 days to identify quality issues and generate improvement recommendations. The workflow outputs a full review report and logs the results to memory.

What is memory hygiene and how does an automated self-review maintain it?▼

Memory hygiene is the practice of checking memory and logs for freshness and structure. The self-review evaluates memory hygiene, prunes memory as needed, and logs the outcome to ensure agent memory remains clean and reliable.

How do I track agent reliability and identify patterns of errors or success?▼

Agent reliability is tracked by evaluating skill execution and failure signals from the last 7 days of logs. The audit identifies patterns of errors and success to highlight what worked, what failed, and what to improve.

Can I save automated agent performance reviews to a markdown file and send a summary notification?▼

Automated agent performance reviews are saved to articles/self-review-${today}.md, and a summary is sent via the notify command. The process also logs results to memory/logs/${today}.md for record-keeping.

Does the weekly self-audit require any external dependencies or components to run?▼

The weekly self-audit requires no external dependencies or components to run. It operates independently to analyze memory, logs, article sources, and PR history to generate improvement recommendations.

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