7. Writing & Documentation

Manages and generates project documentation, specifically README files, to provide clear project setup and usage instructions.

Generates comprehensive technical documentation covering codebase architecture, components, data flow, and development guidelines for onboarding and understanding unfamiliar systems.

Provides structured summarization of industry or organizational standards for documentation purposes.

Validates Knowledge Base documentation against format, completeness, and integrity standards before committing or during maintenance.

Provides reusable templates for generating standard documents, emails, and reports to streamline content creation.

Generates XML-based specification documents (app_spec.txt) from codebases to document project architecture and analyze code structure.

Loads CLAUDE_PROMPT.md to apply project-specific instructions and best practices when triggered by user commands like 'load claude context'.

Reviews technical documents including ADRs, Design Docs, and RFCs for quality, completeness, and principle alignment.

Registers new documentation sources for Context7-based queries, enabling system reference of tools and SDKs during project setup.

Captures solved problems in structured, categorized documentation with YAML frontmatter for efficient search and retrieval.

Provides guidance on effectively using Claude Code subagents, including when to delegate tasks versus handling them directly.

Automates review of technical documents against best practices, detecting anti-patterns, vagueness, and missing elements in ADRs, design docs, and RFCs.

Generates technical documents including meeting prep sheets, ADRs, and design documents using predefined templates for efficient documentation.

Provides plain English explanations and visual diagrams to clarify code functionality, aiding in understanding and documentation needs.

Co-authors technical design documents and proposes section-specific requirement edits for collaborative refinement.

Guides users in creating structured feature specifications, PRDs, and technical documents through a step-by-step workflow, integrating with JIRA and Confluence.

Creates and formats news posts for Galaxy Hub and galaxyproject.org/news in Galaxy Hub markdown format.

Generates architecture, sequence, state, and ERD diagrams to visualize code structure and document systems for improved understanding.

Analyzes GitHub repositories to extract methodology and generate the Methods section for technical documentation, requiring scope.md and a cloned repository.

Automates generation of Discussion and Abstract sections by synthesizing notes and draft files in a structured writing workflow.

Automates final assembly of academic manuscripts from draft sections, applies formatting constraints, and generates reference lists requiring reviewer approval.

Defines research scope for writing workflows by clarifying questions, findings, and constraints, then generates scope.md to guide subsequent documentation steps.

Drafts scientific research manuscripts by integrating data, literature, and code analysis into structured academic documents.

Manages documentation category structures, ensuring compliance with CLAUDE.md and JARVIS-XX standards, and supporting creation, validation, and migration.