7. Writing & Documentation

Transforms unstructured project ideas into a structured specification with actionable issues, identifying ambiguities for user clarification.

Manages project changelogs in Keep a Changelog format, handling entries, releases, and commit reviews.

Locates relevant application diagrams (e.g., UML, flowcharts) within technical documentation for specific development tasks.

Guides creation of Claude Code skills with proper structure, effective descriptions, and best practices for SKILL.md files and directory setup.

Validates documentation consistency, checks broken links and stale content, and auto-generates documentation stubs and templates upon code changes or user queries.

Generates weekly status reports including progress summaries and meeting preparation materials for team updates.

Guide for creating and extending Claude Code skills using the latest frontmatter configuration options.

Creates and maintains task, plan, and progress documentation in markdown files based on user requests.

Generates test result reports for post-testing analysis and quality reviews, facilitating clear documentation of test outcomes.

Generates ATS-optimized resumes in LaTeX and PDF formats, emphasizing quantifiable achievements and industry best practices for maximum readability by Applicant Tracking Systems.

Generates comprehensive Product Requirements Documents (PRDs) for new features and projects, detailing specifications and requirements.

Generates standardized repository documentation including README, architecture diagrams, and design decisions with Mermaid integration and AI context.

Summarizes YouTube video transcripts into concise overviews with optional user-defined focus guidance.

Generates structured progress reports for regular project updates and milestone reviews.

Conducts deep technical interviews to gather requirements and produce or refine comprehensive software specifications and documentation.

Generates project closing reports for final review and retrospective analysis upon project completion.

Generates bilingual blog content with automatic EN/ES translation, structured frontmatter, and content formatting for personal websites.

Generates beginner-friendly technical blog posts and tutorials in Liao Xuefeng's signature style with step-by-step explanations and clear examples.

Provides documentation templates and guidelines for Python research code, covering usage, setup, and experiment reproduction.

Manages creation, updates, and reviews of SKILL.md documentation files and skill-related content, treating SKILL.md as the authoritative session guide.

Automates documentation updates for code changes, API modifications, and new features, ensuring compliance with project standards.

Translates SQL queries into plain language business logic for clear documentation, stakeholder communication, and user-friendly query descriptions.

Generates test plan documents for defining test strategies and quality verification processes in software development.

Automates extraction of templates, style guides, and checklists from historical documents to standardize and assetize content.