7. Writing & Documentation

Applies Test-Driven Development (TDD) to documentation creation, using subagents for iterative testing and refinement before finalizing.

Generates comprehensive API documentation from code, supporting OpenAPI specifications and endpoint details.

Guides users on authoring and searching with waymark syntax, a lightweight tagging system for organizing notes and code without CLI tools.

Generates a new MDX-formatted blog post using a repository template and content taxonomy structure.

Analyzes source code to automatically generate technical documentation and architecture diagrams for up-to-date API references and onboarding materials.

Validates agent skill definitions against agentskills.io and AGENTS.md rules to ensure machine-readability and documentation completeness.

Automates updating README.md files to reflect code changes, new features, and API modifications, ensuring documentation accuracy.

Automates publication-quality AI/ML benchmark report creation with structured content, diagrams, and PDF export using provided scripts and templates.

Provides official Microsoft documentation answers for .NET, C#, PowerShell, and Windows Server technical queries.

Validates internal links and relative paths in documentation to ensure all references are functional and up-to-date.

Enforces strict Markdown formatting standards including 80-character line limits, proper spacing, and correct list syntax for all documentation files.

Generates SEO-optimized blog posts and marketing content to boost search rankings and user engagement.

Generates structured academic writing outlines through collaborative dialogue, aligning research topics with paper requirements for effective content organization.

Generates academic papers section-by-section with IMRAD structure, citations, and professional formatting using semantic matching to reference content.

Guides structuring and writing professional reports, executive summaries, and analysis documentation for clear business communication.

Validates academic writing requirements structured in YAML frontmatter, ensuring compliance with specified formatting and content standards.

Orchestrates end-to-end academic writing, including research, drafting, editing, and formatting for scholarly documents.

Automates reference extraction from requirements documents and fetches fulltext from Zotero for technical documentation and research writing.

Normalizes Chinese punctuation to English style with proper spacing, preserving Markdown code and LaTeX math in technical writing.

Analyzes system/codebase architecture and generates secure, visualized technical documentation using Mermaid diagrams with XSS protection.

Comprehensive reference documentation for the Claude Agent SDK covering concepts, patterns, and best practices for agent development.

Automates updating technical documentation to match current codebase changes, ensuring accuracy and consistency.

Generates playful mood forecasts from personal cues (food, song, weather) for light check-ins and onboarding demos.

Standardizes blog formatting, bilingual translation, and Economist-inspired writing principles for consistent, high-quality content on marvinzhang.dev.