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agentic-harness-engineering

Audit and validate coding agent harness structures against HARNESS.md v1.0.

812|90|Updated Apr 23, 2026
Search Tags:#automation#audit#evaluation#harness#coding agent
One-click install
npx skills add https://github.com/china-qijizhifeng/agentic-harness-engineering --skill agentic-harness-engineering-china-qijizhifeng
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agentic-harness-engineering
Source: https://github.com/china-qijizhifeng/agentic-harness-engineering/tree/main/skills/agentic-harness-engineering
Command: npx skills add https://github.com/china-qijizhifeng/agentic-harness-engineering --skill agentic-harness-engineering-china-qijizhifeng

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pypdf, pdfplumber, pdf2image, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the evaluation, auditing, and improvement of harness structures for coding agents, reducing manual effort and improving efficiency.

Core Features & Use Cases

  • Harness Audit: Evaluate current workspace structure against HARNESS.md v1.0 specifications.
  • Generate Change Manifest: Create standardized change manifests for harness modifications.
  • Verify Changes: Validate the accuracy of change predictions after implementation.
  • Harness Initialization: Initialize a new Agent workspace following HARNESS.md standards.
  • Use Case: If you have a coding agent that is consistently failing tasks, you can use this Skill to audit the harness, generate a change manifest, and apply improvements to increase performance.

Quick Start

Load the skill and run the 'audit' workflow to check if your workspace complies with HARNESS.md v1.0.

Frequently Asked Questions about agentic-harness-engineering

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

FAQPage Schema
How do I audit a coding agent harness for compliance issues?▼

You can audit a coding agent harness by running the validation workflow to evaluate your current workspace structure against HARNESS.md v1.0 specifications. This identifies structural deviations and provides a baseline for targeted improvements.

What is a harness change manifest and how does it improve agent performance?▼

A harness change manifest is a standardized document outlining specific structural modifications for your coding agent's environment. It systematically guides workspace improvements to resolve consistent task failures and increase agent efficiency.

How do I initialize a new agent workspace following HARNESS.md standards?▼

You can initialize a new agent workspace by triggering the dedicated initialization workflow. This automatically sets up the required directory structure and configuration files to ensure full compliance with HARNESS.md v1.0 standards from the start.

Can I verify the accuracy of harness changes after applying them?▼

Yes, you can verify the accuracy of harness changes by running the validation scripts after implementation. This checks whether the applied modifications match the predicted outcomes in your change manifest and maintain structural integrity.

Does this harness automation tool require specific Python dependencies?▼

Yes, the harness automation tool operates using Python scripts and requires specific dependencies including pypdf, pdfplumber, and pdf2image to handle document processing and validate the workspace changes.

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