7. Writing & Documentation

Searches and retrieves technical documentation from libraries, frameworks, and GitHub using LLM-powered analysis for accurate, context-specific results.

Provides structured guidance for creating essays, drafts, and outlines with effective writing composition.

Generates structured task plans from requirements to guide development without premature coding implementation.

Provides best practice patterns for implementing Context7 MCP to generate and manage library documentation, version 2.25.

Edits AI-generated text to remove robotic patterns, making it sound natural and human. Supports English and Chinese, targeting common AI writing flaws.

Reviews skill descriptions for quality, organization, writing style, and structure to ensure clarity and effectiveness in documentation.

Generates publication-ready ML/AI papers for top conferences (NeurIPS, ICML, ACL) using LaTeX templates and citation verification.

Generates comprehensive README.md files with detailed local setup, architecture, and deployment instructions for any project.

Guides self-media writers through topic selection, draft refinement, and post-publication performance analysis.

Generates company-compliant internal communications including status reports, newsletters, and incident updates using predefined templates.

Displays command-line help for Claude MPM, including available commands and usage examples.

Generates detailed, bite-sized implementation plans with actionable tasks for engineers new to a codebase, enabling immediate task execution.

Adds new example use cases to the Examples feature for improved user documentation and feature understanding.

Guidelines for writing clear and effective AI agent skills, covering structure and best practices.

Generates and maintains technical documentation using the Hype tool with dynamic code execution, code snippets, and modular includes.

Generates core project documentation including requirements, architecture, and technology stack in markdown format.

Automates creation of essential root documentation files including standards, principles, and project README for consistent project setup.

Generates test documentation including testing strategy and test directory README, establishing testing philosophy and Story-Level Test Task Pattern.

Generates essential backend documentation including API specifications and database schema in Markdown format, triggered conditionally based on project structure.

Researches best practices via web search and context, then generates structured technical documentation including guides, manuals, and ADRs.

Automatically generates frontend design guidelines documentation (design_guidelines.md) when a frontend project is detected.

Creates interactive HTML presentations with six structured documentation tabs and a README hub, automating technical documentation generation for project artifacts.

Creates task management documentation including README and kanban board files with Linear integration configuration for task tracking workflows.

Generates structured reference documentation and smart documents (ADRs, Guides, Manuals) based on technology stack choices for nontrivial decisions.