7. Writing & Documentation

Documents the plugin configuration storage pattern using .claude/plugin-name.local.md files with YAML frontmatter for user-configurable settings.

Automates verification of documentation consistency with codebase changes by analyzing git diffs against design docs and READMEs.

Captures session learnings and updates project-specific or general knowledge files for future reference.

Generates project-specific CLAUDE.md documentation containing Claude AI context instructions.

Edits AI-generated text to remove unnatural patterns, making it sound more human. Based on Wikipedia's guide to AI writing signs.

Crafts clear, user-friendly interface copy for microcopy, error messages, buttons, and onboarding to enhance user experience.

Creates organized project documentation using a standardized /docs directory structure for improved accessibility and maintainability.

Offers structured guidance for developing and refining Claude skills with specialized knowledge, workflows, or tool integrations.

Generates complete use case implementations for industry-specific scenarios, supporting demo pages and mascot integrations.

Creates and updates development diaries using esa-llm-scoped-guard for technical documentation purposes.

Generates structured requirement documents from user ideas for features, tasks, and user stories, saving to requirement/INDEX.md.

Offers a guide for creating and updating Claude skills with best practices for specialized knowledge, workflows, and tool integrations.

Records development lessons from bug fixes, decisions, and feature implementations for future reference and team knowledge sharing.

Generates correct and idiomatic Typst code for document typesetting, focusing on syntax clarity and common pitfalls.

Assists in compiling, structuring, and formatting Chinese academic theses (PhD/Master's) with GB/T compliance checks and AI-humanized writing tools.

LaTeX-based assistant for writing, editing, and polishing English academic papers with grammar, translation, and bibliography modules.

Validates semantic alignment of PROJECT.md content against GOALS, SCOPE, CONSTRAINTS, and ARCHITECTURE sections.

Validates documentation references including file paths, links, line numbers, and code examples to ensure accuracy and consistency.

Automates documentation standards and synchronization between code and documentation, ensuring guides remain up-to-date.

Automates detection of outdated documentation elements including stale status markers, obsolete TODOs, and version mismatches.

Enforces README.md documentation consistency with codebase state, auto-triggering during documentation updates and commits.

Assists in creating and maintaining scientific Python documentation with tools like Sphinx, MkDocs, and accessibility best practices.

Verifies project documentation for completeness, accuracy, consistency, and quality against codebase and standards.

Edits articles to remove AI-generated patterns, making text read more naturally and human-like for improved engagement and authenticity.