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chapter-standard

Verify metricsAI notebooks against the CH01-04 chapter template and report compliance.

6|3|Updated Jan 21, 2026
Search Tags:#template#compliance#pdf-generation#chapter-standardization#notebook-verification
One-click install
npx skills add https://github.com/quarcs-lab/metricsai --skill chapter-standard
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: chapter-standard
Source: https://github.com/quarcs-lab/metricsai/tree/main/.claude/skills/chapter-standard
Command: npx skills add https://github.com/quarcs-lab/metricsai --skill chapter-standard

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the verification and standardization of metricsAI chapter notebooks against the established CH01-04 template, ensuring consistent structure and high-quality outputs.

Core Features & Use Cases

  • Verifies front matter, structure, Key Concepts distribution, case studies, and back matter against the master template.
  • Generates a structured compliance report with CRITICAL/MINOR/SUGGESTIONS and optionally applies safe automated fixes.
  • Useful before PDF generation or when standardizing remaining chapters to ensure publication-ready notebooks.

Quick Start

Run /chapter-standard ch05 to verify CH05 against the master template and optionally apply safe fixes with --apply.

Frequently Asked Questions about chapter-standard

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

FAQPage Schema
How do I verify notebook compliance with a chapter template before generating a PDF?▼

You can verify notebook compliance by running /chapter-standard followed by the chapter identifier, which checks front matter, structure, Key Concepts, case studies, and back matter against the master template and returns a compliance score with remediation steps.

What is chapter standardization for metricsAI notebooks?▼

Chapter standardization enforces consistent structure across metricsAI notebooks by verifying front matter, structure, Key Concepts distribution, case studies, and back matter against the CH01-04 master template to ensure publication-ready outputs.

How do I apply automated fixes to a non-compliant chapter notebook?▼

To apply automated fixes, add the --apply flag to the standardization command, which performs additive changes only. Without --apply, the tool returns findings and recommendations without modifying the notebook.

Does chapter template compliance checking support safe automation for existing notebooks?▼

Yes, chapter template compliance checking supports safe automation through the --apply flag, which restricts changes to additive modifications only, preserving existing content while standardizing front matter, case studies, and back matter.

What are the limitations of automated chapter standardization?▼

Automated chapter standardization is limited to additive changes when using --apply, meaning it cannot remove or restructure existing non-compliant content. It provides CRITICAL, MINOR, and SUGGESTION findings but requires manual intervention for structural rewrites.

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