ulw-report

Summarize Claude harness activity and performance metrics from session data.

3|Updated Apr 6, 2026
One-click install
npx skills add https://github.com/X0x888/oh-my-claude --skill ulw-report
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ulw-report
Source: https://github.com/X0x888/oh-my-claude/tree/main/bundle/dot-claude/skills/ulw-report
Command: npx skills add https://github.com/X0x888/oh-my-claude --skill ulw-report

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires bash, jq, and includes scripts (resource) components.

What problem does it solve?

This Skill provides a comprehensive overview of recent harness activity, including session data, gate fires, and top reviewers, to help you assess the effectiveness of the harness in your workflow.

Core Features & Use Cases

  • Activity Digest: Summarizes recent harness activity over a specified time window.
  • Performance Metrics: Offers insights into session outcomes, gate fires, and classifier performance.
  • Privacy-Safe Sharing: Generates a privacy-safe digest for sharing insights with others.
  • Field-Shape Audit: Identifies potential issues with field data integrity for improved safety.

Quick Start

Use the ulw-report skill to generate a report for the past week with the following command: /ulw-report week

Frequently Asked Questions about ulw-report

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

FAQPage Schema
How do I review Claude harness performance metrics and session activity?

To review Claude harness performance metrics, you can generate an activity report summarizing session data, gate fires, and classifier performance over a specified time window. This provides insights to assess the effectiveness of the harness in your workflow.

Do I need bash and jq to generate a harness activity report?

Yes, you need bash and jq installed in your environment to execute the harness activity report generation. These dependencies are required to process the underlying session data and produce the performance metrics summary.

How can I share Claude harness activity insights without exposing sensitive data?

You can share Claude harness activity insights without exposing sensitive data by generating a privacy-safe digest. This feature creates a sanitized summary of session outcomes and gate fires for secure external sharing.

What is a field-shape audit and when do I need it for classifier performance?

A field-shape audit identifies potential issues with field data integrity to improve safety. You need it when evaluating classifier performance to ensure the data structure of your harness sessions remains consistent and reliable.

Can I summarize harness activity over a specific time window like the past week?

Yes, you can summarize harness activity over a specific time window such as the past week. By specifying a time range like a week, the report filters session data and gate fires to provide a targeted activity digest.