7. Writing & Documentation

Generates comprehensive feature documentation including Storybook stories, JSDoc comments, and feature guides for human and AI understanding.

Produces concise, behavior-focused documentation of current product behavior post-feature or bug fix, distinct from changelogs.

Defines standardized output formats for code review comments, including importance levels and GitHub-compatible Markdown templates.

Updates and initializes CLAUDE.md documentation via user interaction, maintaining accurate technical documentation consistency.

Organizes and refines prose content by concept affinity, resolving contradictions and consolidating scattered ideas into coherent documentation.

Generates consistent written content using customizable templates for reports, documentation, and structured documents.

Captures and stores solutions, patterns, and anti-patterns from problem-solving to build a reusable knowledge base for developers.

Creates and manages behavior specification wikis in Obsidian for feature documentation and code specification, serving as the source of truth.

Automates migration of legacy wiki content to a new documentation structure, including plan proposal, approval, and execution.

Analyzes and documents software requirements using a technology-agnostic approach, producing structured specification documents.

Generates company-specific internal communications including status reports, leadership updates, and project summaries in approved formats.

Generates step-by-step migration guides for transitioning between software tools, frameworks, and workflows.

Transforms ideas into structured technical specifications including user stories, acceptance criteria, and technical requirements for development teams.

Assists in documenting technical projects within Obsidian, handling updates, progress tracking, and status inquiries for project documentation and experiment logs.

Automates generation and updating of comprehensive codebase documentation including architecture maps, file purposes, and navigation guides for efficient project onboarding.

Applies predefined conversation style guidelines to adjust tone and formality of AI responses for user interactions.

Enforces consistent and concise documentation style for justfile recipes, ensuring clarity and uniformity in build tool documentation.

Polishes Chinese technical blog content by removing redundancies, enhancing professionalism and logic, eliminating AI-generated phrasing, and ensuring code compliance.

Delivers offline access to Claude Code documentation for features, capabilities, and configuration when online resources are inaccessible due to network or proxy issues.

Provides guidelines for managing and utilizing LLM context stored in the .llm/ directory.

Offers style guidelines for adding, editing, and removing code comments to ensure consistency and readability in source code.

Generates structured architectural descriptions of IT systems from prompts, including overview, components, integrations, and ASCII diagrams for clarity.

Assists researchers in drafting papers, literature reviews, grant proposals, and managing citations for scholarly communication.

Creates and validates TINS-compliant READMEs, generating code implementations from structured documentation.