edu-outline-review

Identify alignment gaps between manuscript Markdown and Excel outlines.

Updated Feb 6, 2026

Search Tags:#compliance #reporting #outline #manuscript review #knowledge points #module mapping

Ready to run

npx skills add https://github.com/glfruit/gorin-skills --skill edu-outline-review

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: edu-outline-review
Source: https://github.com/glfruit/gorin-skills/tree/main/openclaw/edu-outline-review
Command: npx skills add https://github.com/glfruit/gorin-skills --skill edu-outline-review

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This skill helps researchers and editors verify that a manuscript's Markdown structure aligns with a formal Excel outline, surfacing missing modules, misordered sections, and coverage gaps.

Core Features & Use Cases

Map manuscript headings to outline modules, identify coverage gaps, and flag misalignments.
Produce a structured review report with coverage metrics, missing items, and actionable suggestions for remediation.
Use cases include preparing submissions that strictly follow a predefined outline or auditing drafts for compliance.

Quick Start

Run the outline-review tool with your manuscript Markdown and the Excel outline to generate a compliance report.

Frequently Asked Questions about edu-outline-review

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

FAQPage Schema

How do I check if a Markdown manuscript aligns with an Excel outline?▼

To check manuscript alignment, map Markdown headings to Excel outline modules to identify coverage gaps and flag misalignments. This process surfaces missing modules and misordered sections, generating a structured compliance report with actionable remediation suggestions.

Why does my manuscript review report show missing knowledge points?▼

Manuscript review reports show missing knowledge points when automated module mapping detects coverage gaps between Markdown content and Excel outline constraints. Placeholder scanning enforces strict compliance, identifying sections where required knowledge points or objectives are absent.

Do I need openpyxl to run automated outline compliance reporting?▼

Yes, you need openpyxl installed to run automated outline compliance reporting because the tool processes Excel outline files locally. This dependency enables the extraction of outline constraints and module mapping required for generating the review report.

What is the best way to audit draft manuscripts for outline compliance?▼

The best way to audit drafts for outline compliance is running an automated review tool that maps manuscript Markdown structures against formal Excel outlines. This produces structured coverage metrics, identifies missing items, and provides actionable suggestions for remediation.

What are the limitations of automated header mapping for manuscript reviews?▼

Automated header mapping limitations include strict dependency on local Excel outline and Markdown manuscript formats, meaning misalignments occur if headings deviate from predefined modules. It enforces rigid constraints like placeholder scanning rather than interpreting semantic content.