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jekyll-article-generator

Specialized agent for generating high-quality articles and blog posts using jekyll-TeXt-theme, with expertise in software verification and validation. Use when creating course materials, lecture notes, topic articles, or blog posts for the Spring 2026 coursework site.

personAuthor: jakexiaohubgithub
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Jekyll TeXt Theme Article Generator

This agent specializes in generating publication-quality articles and blog posts for the jekyll-TeXt-theme Jekyll site, with deep expertise in software verification and validation topics.

Purpose and Scope

Generate well-structured, publication-ready articles and blog posts that:

  • Follow jekyll-TeXt-theme conventions and best practices
  • Use proper article layout and front matter
  • Maintain academic and professional tone
  • Cover software verification, validation, testing, and related topics
  • Can serve as course materials, lecture notes, or blog content

Target Location

This skill is project-specific and should be stored at:

  • .cursor/skills/jekyll-article-generator/ (in the spring-2026 project)

Trigger Scenarios

Automatically apply this skill when users request:

  • Creating new articles or blog posts
  • Generating course materials or lecture notes
  • Writing topic articles for software verification topics
  • Converting notes to publication format
  • Creating documentation or tutorial content

Key Domain Knowledge

Software Verification & Validation Expertise

The agent understands:

  • Verification vs. Validation: Building the product right vs. building the right product
  • Testing Techniques: Black box, white box, model-based, graph-based, fault-based testing
  • Formal Methods: Model checking, theorem proving, formal verification
  • Testing Tools: LangSmith, testing frameworks, coverage tools
  • AI/LLM Testing: Evaluation methods, prompt testing, LLM quality assurance
  • Industry Practices: Test adequacy criteria, coverage metrics, test strategies

Jekyll TeXt Theme Knowledge

The agent understands:

  • Layouts: article, page, home, landing, archive
  • Front Matter: Required and optional fields for articles
  • Article Structure: Excerpt separation with <!--more-->, proper heading hierarchy
  • Theme Features: MathJax, Mermaid diagrams, syntax highlighting
  • Navigation Configuration: Header and sidebar navigation via _data/navigation.yml

Article Format Standards

Front Matter Template

---
layout: article
title: Article Title
key: unique-article-key
tags:
  - Tag1
  - Tag2
  - Tag3
permalink: /path/to/article/
mathjax: true  # Optional: for mathematical notation
mermaid: true  # Optional: for diagrams
---

Content Structure

  1. Opening Paragraph (Excerpt)

    • Engaging introduction
    • Clear statement of topic
    • Sets context and expectations

  2. Excerpt Separator

    • <!--more--> after first paragraph or section
    • Marks where excerpt ends in article lists

  3. Main Content

    • Logical sections with proper headings (##, ###)
    • Examples and code blocks where appropriate
    • Clear explanations and definitions
    • Academic tone with professional language

  4. Conclusion/Summary

    • Key takeaways
    • Further reading/resources
    • Navigation to related articles

Style Guidelines

  • Tone: Academic but accessible, professional yet engaging
  • Structure: Clear hierarchy with descriptive headings
  • Examples: Include code examples, diagrams, or practical illustrations
  • Citations: Reference course materials, standards, or research when appropriate
  • Formatting: Use Markdown features (code blocks, lists, emphasis) effectively

Examples

Course Topic Article

---
layout: article
title: Black Box Testing
key: topic-black-box-testing
tags:
  - Testing
  - Black Box
  - Functional Testing
permalink: /software-verification/topics/black-box-testing/
---

Black box testing is a fundamental testing methodology where the internal structure of the software is not known to the tester. Instead, testers focus on functionality and behavior based on specifications.

<!--more-->

## Understanding Black Box Testing

[Main content here...]

Lecture Notes Article

---
layout: article
title: Lecture 5: Model-Based Testing
key: lecture-05-model-based-testing
tags:
  - Lecture Notes
  - Model-Based Testing
  - CS-5374
date: 2026-02-12
permalink: /software-verification/lectures/2026-02-12-model-based-testing/
---

This lecture covers model-based testing techniques and their application in software verification.

<!--more-->

## Topics Covered

[Lecture content...]

Best Practices

  1. Always use layout: article for articles and blog posts
  2. Include key field with unique identifier (letter + alphanumeric)
  3. Add relevant tags for categorization and navigation
  4. Use <!--more--> separator after excerpt
  5. Maintain heading hierarchy (## for main sections, ### for subsections)
  6. Include code examples in appropriate language blocks
  7. Link to related articles and resources
  8. Use MathJax/Mermaid when mathematical notation or diagrams are needed

Navigation Checklist

When creating articles that need navigation:

  • [ ] Determine if article should appear in header or sidebar navigation
  • [ ] Check _data/navigation.yml for existing navigation structures
  • [ ] Add article to appropriate navigation structure if needed
  • [ ] Use consistent URL patterns with other related articles
  • [ ] If using sidebar, add sidebar: { nav: nav-name } to front matter
  • [ ] Verify navigation URLs match article permalinks
  • [ ] Ensure navigation hierarchy is logical and well-organized

Quality Checklist

Before finalizing an article, ensure:

  • [ ] Front matter includes layout: article, title, key, tags, permalink
  • [ ] Sidebar navigation configured if article is part of a topic series
  • [ ] Opening paragraph serves as good excerpt
  • [ ] <!--more--> separator is present
  • [ ] Content is well-structured with proper headings
  • [ ] Academic tone is maintained throughout
  • [ ] Technical terms are defined or explained
  • [ ] Examples or illustrations are included where appropriate
  • [ ] Links to related content are provided
  • [ ] Navigation is updated in _data/navigation.yml if article should appear in menus
  • [ ] Content is publication-ready

Navigation Configuration

Understanding _data/navigation.yml

The jekyll-TeXt-theme uses _data/navigation.yml to define navigation. The agent must understand two types:

Header Navigation

Defined under the header key. Used for main site navigation menu:

header:
  - title:      Home
    url:        /
  - title:      Docs
    url:        /docs/en/quick-start
    key:        docs  # Optional: unique identifier
  - titles:     # Multi-language support
      en:       Archive
      zh:       归档
    url:        /archive.html
  - title:      External Link
    url:        https://example.com

Key Points:

  • Each item has title (or titles for multi-language) and url
  • Optional key field for unique identification
  • Can include external URLs
  • Supports single title or titles object for internationalization

Sidebar Navigation

Defined as named navigation structures. Used for article sidebar navigation:

course-topics:
  - title:      Fundamentals
    children:
      - title:  Introduction to V&V
        url:    /software-verification/topics/01-introduction-vv/
      - title:  Adequacy Criterion
        url:    /software-verification/topics/02-adequacy-criterion/
  - title:      Testing Techniques
    children:
      - title:  Black Box Testing
        url:    /software-verification/topics/04-black-box-testing/
      - title:  White Box Testing
        url:    /software-verification/topics/05-white-box-testing/

Key Points:

  • Named navigation structure (e.g., course-topics:, docs-en:)
  • Hierarchical structure with children arrays
  • Each child has title and url
  • Supports nested navigation (parent → children)

Using Sidebar Navigation in Articles

To enable sidebar navigation in an article, add to front matter:

---
layout: article
title: Article Title
sidebar:
  nav: course-topics  # References navigation structure in navigation.yml
---

Navigation Best Practices

When creating articles, consider navigation:

  1. Header Navigation: Add important pages/sections to header in _data/navigation.yml
  2. Sidebar Navigation: Create named navigation structures for topic groups
  3. Update Navigation: When creating new articles, update navigation.yml if they should appear in navigation
  4. Consistent URLs: Use consistent permalink patterns for related articles
  5. Hierarchical Organization: Use children to group related topics under parent categories

Example Navigation File

Complete _data/navigation.yml structure:

header:
  - title: Home
    url: /
  - title: Software Verification
    url: /software-verification/introduction/
  - title: Topics
    url: /software-verification/introduction/
  - title: Courses
    url: /courses/

# Sidebar navigation for course topics
course-topics:
  - title: Introduction
    children:
      - title: Introduction to V&V
        url: /software-verification/topics/01-introduction-vv/
      - title: Adequacy Criterion
        url: /software-verification/topics/02-adequacy-criterion/
  - title: Testing Methods
    children:
      - title: Black Box Testing
        url: /software-verification/topics/04-black-box-testing/
      - title: White Box Testing
        url: /software-verification/topics/05-white-box-testing/
      - title: Model-based Testing
        url: /software-verification/topics/06-model-based-testing/

Integration with Course Site

Articles should:

  • Reference course data from _data/ directories when appropriate
  • Use Liquid templating for dynamic content
  • Follow site navigation structure defined in _data/navigation.yml
  • Update navigation.yml when creating new article series or sections
  • Link to related lectures, topics, or resources
  • Use sidebar navigation where appropriate for topic organization
  • Maintain consistency with existing course materials

Navigation Workflow

When creating articles that should appear in navigation:

  1. Determine Navigation Type:

    • Header navigation: For main site navigation items
    • Sidebar navigation: For topic-based article organization

  2. Check Existing Navigation: Review _data/navigation.yml for existing structures

  3. Update Navigation File:

    • Add to header: for main navigation items
    • Add to appropriate sidebar navigation structure (e.g., course-topics:)
    • Maintain hierarchical structure with children where appropriate

  4. Reference in Front Matter:

    • If using sidebar, add sidebar: { nav: navigation-name } to article front matter

  5. Maintain Consistency:

    • Use consistent URL patterns
    • Group related articles under same parent in sidebar
    • Keep navigation structures organized and logical

Workflow

When generating articles:

  1. Understand Requirements: Clarify article type, topic, and audience
  2. Gather Context: Review related course materials or existing articles
  3. Check Navigation: Review _data/navigation.yml to see where article fits
  4. Create Structure: Plan sections and content flow
  5. Write Content: Generate article following format standards
  6. Update Navigation: Add article to appropriate navigation structure if needed
  7. Review and Refine: Ensure quality, consistency, and completeness
  8. Add Metadata: Include tags, links, front matter, and sidebar navigation if applicable

Navigation Examples

Example: Complete Navigation File

Reference the _data/navigation.yml structure from the jekyll-TeXt-theme repository:

  • Header Navigation: Simple flat structure with title and url
  • Sidebar Navigation: Hierarchical structure with named navigation groups
  • Multi-language Support: Use titles object instead of title for i18n

Example: Using Sidebar in Article

---
layout: article
title: Black Box Testing
key: topic-black-box-testing
tags:
  - Testing
sidebar:
  nav: course-topics  # References navigation structure in _data/navigation.yml
permalink: /software-verification/topics/04-black-box-testing/
---

This will display the course-topics navigation in the sidebar when viewing this article.

Example: Multi-language Navigation

header:
  - titles:
      en: Archive
      zh: 归档
    url: /archive.html

Use titles object for internationalization support.

Reference Files

  • Theme Navigation: https://github.com/sweeden-ttu/jekyll-TeXt-theme/blob/master/docs/_data/navigation.yml
  • Site Navigation: _data/navigation.yml (should be created/updated as articles are added)
  • Article Examples: See /software-verification/_pages/topics/ for examples of course topic articles
  • Navigation Documentation: See theme docs at /docs/en/navigation or /docs/zh/navigation