7. Writing & Documentation

Generates architecture documentation (ARCHITECTURE.md) by scanning codebases to help developers understand project structure and architecture.

Adds responses to code reviews documenting how findings were addressed, enhancing review traceability and communication.

Evaluates agent skills against Anthropic's best practices by analyzing SKILL.md structure, naming conventions, and content organization to identify anti-patterns and provide improvement recommendations.

Updates technical documentation including user manuals, troubleshooting guides, release notes, and contributor credits for product releases and feature additions.

Automates WeChat article creation including resource search, content writing, viral title generation, and formatting optimization.

Provides quick access to official documentation, code examples, and API explanations for libraries and frameworks to support development and research.

Generates tailored prompts for content creation using a 3-step agent pipeline (analysis, structure, generation).

Translates source reading content into Korean Markdown using a multi-step quality pipeline, including YouTube chapter summaries.

Validates cheat sheet images against corresponding markdown files using Gemini Vision to detect technical errors, text discrepancies, and visual inaccuracies.

Verifies Korean translation quality via AI cross-validation, assessing accuracy, naturalness, and terminology consistency.

Verifies AI prompts against Korean translations, fact-checks via WebSearch, and secures user confirmation before modifications.

Guides users in creating or updating Claude skills to extend capabilities with specialized knowledge, workflows, and tool integrations.

Removes predictable AI writing patterns from text to produce natural, human-like prose during drafting, editing, or review.

Drafts comprehensive Product Requirements Documents (PRDs) to define feature scope, goals, and requirements prior to development.

Provides help documentation for Conductor, including commands, usage examples, and best practices.

Enforces industry-standard documentation practices for READMEs, API docs, and user guides per Google, Microsoft, and GitLab style guides.

Generates structured technical documentation (Serena memory) for components by analyzing source code and outputting specified sections like architecture and dependencies.

Manages project documentation including reading, updating, and generating files within the docs/ directory.

Verifies correct highlighting of lines in markdown code blocks for documentation accuracy, especially in code examples and before/after comparisons.

Validates training materials for structural integrity, content accuracy, and teaching effectiveness through checks on headings, code comments, and lesson design.

Analyzes project codebase and documentation to generate coding standards, architecture docs, and development practices for new team onboarding.

Polishes email drafts for clarity, brevity, and appropriate tone across various business contexts including cold outreach and status updates.

Provides step-by-step guidance for creating and updating Claude skills with specialized knowledge and tool integrations.

Automates generation of documentation comments, README files, and API documentation for Wheels framework applications.