7. Writing & Documentation

Validates documentation against dynamic type-specific rules and schemas, ensuring frontmatter, structure, and content compliance.

Critically reviews technical specifications, generates clarifying questions and improvement suggestions, and refines based on user feedback to enhance clarity and completeness.

Generates and formats LaTeX-based handouts and presentations, providing guidance on document structure, image embedding, and compilation.

Creates structured change proposals and specifications using openspec standards for feature planning and development.

Reframes task demands into exploratory language to reduce avoidance behaviors in PDA autism, promoting autonomy through communication adjustments.

Analyzes spec.md, plan.md, and tasks.md for consistency, quality gaps, and specification issues without modifying documents.

Retrieves project specifications, active changes, and capabilities through natural language queries for efficient documentation access.

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

Identifies ambiguous areas in functional specifications by generating targeted clarification questions and integrating answers back into the documentation.

Automates archiving completed changes and merging specification differences into permanent documentation for deployed or finalized proposals.

Automates archiving of completed specification changes and merges into living documentation for version control and reference.

Converts natural language feature descriptions into structured specification documents with automated Git branch creation and initialization.

Provides templates, formatting guides, and style principles for technical documentation, auto-loaded for documentation agents.

Orchestrates documentation lifecycle with quality frameworks, workflow patterns, and release checklists for technical documentation teams.

Manages documentation lifecycle by routing to specialized agents and providing health reminders for documentation quality and synchronization.

Provides structured examples with metadata for documentation, illustrating intermediate use cases in a clear, reusable format.

Shows an advanced example with all available metadata fields and complex folder structure for documentation organization.

Generates clear code comments and docstrings to enhance code readability and maintainability upon user request.

Automates analysis, clarification, and consolidation of requirements documents into standardized spec-workflow format for improved project documentation.

Automates structured knowledge documentation creation from YouTube videos using transcript extraction, MECE framework, and Mermaid diagrams with timestamp citations.

Automates MECE/BFO framework application to markdown files, generating structured documentation with thesis, Mermaid diagrams, and numbered sections.

Publishes ready technical articles to the Dev.to platform for developer community sharing.

Chinese writing assistant providing inspiration guidance and article revision for formats including diaries, TIL notes, and general content.

Converts text into Miko's whimsical, absurdly metaphorical speech style with playful language and surreal comparisons.