7. Writing & Documentation

Documents output format patterns detected by StreamFormatter for real-time streaming analysis to ensure proper progress display in prompts.

Reviews markdown files for naming conventions, conciseness, consistency, and completeness to ensure high-quality documentation.

Creates structured CLAUDE.md files for project-specific AI guidance, documenting workflows, architecture patterns, and team collaboration standards.

Optimizes CLAUDE.md files by applying progressive disclosure, reducing bloat and improving context efficiency through reference management and pattern extraction.

Automates verification that project documentation (README.md, docs/*.md) remains consistent with the current codebase after implementation.

Generates competitive intelligence reports with structured content, bilingual PDF output, and executive summaries.

Optimizes rule writing for CLAUDE.md by creating precise, minimal, and context-efficient rules to reduce size and improve clarity.

Provides a structured guide for authoring SPEC documents using YAML metadata, EARS syntax patterns, and validation checklists.

Explains IC10 code behavior in plain English for Stationeers scripts, clarifying how existing code functions when provided by the user.

Provides official schema documentation, structure validation, and migration guide for .moai/config.json project configuration.

Offers a structured guide for authoring requirements using the EARS framework, covering ubiquitous, event-driven, state-driven, optional, and unwanted behaviors with five official patterns.

Provides instant lookup for Stationeers device properties and IC10 instruction syntax, including logic values, pins, and prefab hashes.

Systematically validates and refines architecture and design documents through cross-checking and section-by-section review.

Intelligently loads and caches project-specific documentation based on user intent and context, filling gaps for new technologies and domain questions.

Maintains and documents the project's technical stack, including frameworks, databases, tools, and third-party services, ensuring consistency and guiding technology decisions.

Provides marketing content frameworks and optimization techniques for creating effective promotional materials.

Creates step-by-step hardware setup and wiring instructions for IC10 devices to enable physical component connection for script execution.

Systematically creates and maintains Claude Code Skills with standardized documentation, research-backed examples, and proper trigger keywords.

Provides step-by-step guidance for creating or updating AI agent skills to extend capabilities with specialized knowledge, workflows, or tool integrations.

Creates structured technical training exercises with overview, problem, answer format, and :::step-based hands-on steps for practice sessions.

Enhances professional and technical text by correcting grammar, improving clarity, and verifying facts against AWS Documentation and Obsidian while preserving author style.

Converts unstructured ideas into well-structured Product Requirements Documents (PRDs) using systematic refinement techniques.

Searches and manages documentation, conventions, and how-to guides within the hippocampus knowledge base, enforcing all markdown files to be stored there.

Automates creation and maintenance of PRDs by leveraging context from existing documents to ensure consistency in feature planning and specifications.