7. Writing & Documentation

Creates and formats Gherkin feature files using BDD syntax for clear, human-readable behavioral specifications.

Applies test-driven development to documentation creation, using subagents for pre-writing validation to ensure robust, rationalization-resistant documentation.

Creates academic paper sections (Abstract, Introduction, Methods, etc.) in LaTeX format using style-guided document generation.

Converts PDF, ODT, and MD files into styled HTML following the IOC Moodle book chapter style guide.

Creates screenwriting narratives following the 5-Beat structure from content briefs, delivering HTML-formatted story outlines.

Provides concrete suggestions to improve clarity and precision in written documents by addressing articulation gaps, working with existing checks or directly on content.

Generates context reset handoff notes for AIDE-based repositories, formatted for PR or issue comments without file writes.

Polishes written content for clarity, conciseness, and impact by removing unnecessary words and enhancing punchiness.

Converts Markdown files to ODT format with image captions and MathJax script removal using Pandoc.

Transforms review analysis into structured, actionable feedback with a strict-but-supportive mentor tone for technical or creative work.

Converts researcher knowledge dumps into structured content briefs for efficient content planning and creation.

Prepares Markdown files for PDF export with correct LaTeX formula rendering, ideal for technical documentation and academic writing.

Detects missing elements in document explanations using 5W analysis (Who, What, When, Where, Why) to ensure comprehensive coverage.

Generates comprehensive, evidence-based documentation for the entire codebase, outputting to /docs/generated/ without modifying source code.

Creates a two-layer implementation plan and PR checklist from issue/PR specs using constraints in AGENTS.md.

Provides standardized templates and structure for software architecture documentation in Markdown format.

Provides expert guidance for creating clear and comprehensive technical documentation, including API references, tutorials, and conceptual guides.

Automates review of academic paper drafts for logical consistency, compliance, and academic integrity using a triangulation matrix.

Automates archiving of completed specification changes and merges into living documentation via specific triggers.

Enforces strict developer guidelines requiring mandatory documentation, prohibiting unsolicited refactoring, and mandating adherence to established coding standards.

Provides structured documentation templates for game level design, including map layouts, loot placement, flow pacing, and navigation systems.

Creates and updates project governing principles and development guidelines to ensure consistent team practices and standards.

Generates structured change proposals with specification deltas for new features, breaking changes, and architecture updates to guide development planning.

Manages local agent documentation (.AGENTS.md) and global project artifacts (TASK.md, ARCHITECTURE.md) in markdown format.