7. Writing & Documentation

Translates product requirements into structured Gherkin specifications and acceptance criteria for behavior-driven development.

Generates and processes markdown template files using a custom DSL for efficient documentation creation and content structuring.

Generates structured specifications with numbered steps (flow) or entity definitions (def) for technical documentation clarity and workflow representation.

Generates and validates Gherkin scenarios for behavior-driven development, ensuring proper syntax and style for acceptance criteria.

Creates Mermaid diagrams for technical documentation, including GitHub README rendering and markdown integration.

Ensures markdown syntax correctness and compact formatting, optimizing heading density for clear and concise documentation writing.

Uses test-driven development principles to create robust process documentation through subagent validation and iterative refinement.

Generates and updates foundational SDD documents including Product, Technical, and Structural specifications for software projects.

Updates technical specifications and documentation to ensure consistency and alignment with current standards.

Generates SEO-optimized marketing content with consistent brand voice, including blog posts, social media content, and content strategy tools.

Automates creation of new documentation topics in Kodex for missing or incomplete documentation.

Generates updated content to resolve flagged issues in Kodex documentation, ensuring accuracy and compliance.

Corrects factual errors in Kodex topic content to ensure documentation accuracy and reliability.

Updates Kodex documentation topics by analyzing codebase changes to ensure accuracy and relevance with current implementation.

Updates project brief with current strategic information, tech stack, architectural decisions, and key commands documentation.

Automates the completion of missing sections in Kodex documentation topics to ensure comprehensive and consistent technical documentation.

Generates a detailed, decision-complete implementation plan for technical objectives, enabling mechanical execution without further design choices.

Generates text, code, plans, and data artifacts under specified constraints for content creation, coding, and solution design.

Manages CLAUDE.md documentation for seed system and project overview updates, ensuring consistent technical documentation practices.

Transforms ambiguous user queries into precise, actionable instructions for optimal AI response quality without overcomplicating simple requests.

Provides structured explanations for AgentOS methodology, covering context flow, agent delegation, and evolving specifications.

Converts arXiv papers to structured Markdown documentation, preserving mathematical notation and section hierarchy for technical reference.

Provides unified specification management with template architecture, vector search memory, and constitutional rules for context preservation during file modifications.

Specializes in creating and enforcing high-quality documentation for AI workflows, including component scaffolding, ASCII flowcharts, and installation guides for MCP systems.