7. Writing & Documentation

Automates technical task specification design using AI orchestration and user interviews, generating a final TASK.md document.

Automates identification and application of documentation updates by analyzing TASK.md and code changes against the docs/ directory.

Generates professional, flowing prose in Anthropic's style for blog posts, articles, technical explanations, and research summaries, avoiding bullet points.

Generates natural-sounding technical documentation, eliminating AI artifacts like over-structure and redundancy in READMEs, API docs, and design documents.

Provides Chinese-English translation with grammar analysis and language learning support for pure or mixed language inputs.

Provides patterns for creating and managing document templates used by agents to generate official artifacts, such as reports and forms.

Produces stakeholder-ready documentation and disclosure templates for AI model explainability after development.

Provides structured, fair, and actionable feedback for performance reviews, peer evaluations, and behavior improvement while maintaining trust.

Displays help documentation and usage instructions for the inference-planz plugin.

Documents standardized conventions for using TaskList tools (TaskCreate, TaskUpdate, TaskList, TaskGet) to track progress in Claude Code sessions.

Generates user-facing release notes, internal changelogs, and migration guidance for completed software features.

Provides guidelines and best practices for creating professional documents using the Typst typesetting language, including template usage.

Maps market data feed dependencies to functions in AI-driven trading and risk systems, documenting criticality, failover, and operational considerations during system design.

Composes professional stakeholder status updates with progress, risks, decisions needed, and next steps, tailored to audience.

Provides structured guidelines for creating, documenting, and validating agent skills with required metadata and directory layout best practices.

Optimizes technical documentation through template-based writing, duplicate removal, directory restructuring, and standardized naming conventions to reduce maintenance overhead.

Guides consistent editing of markdown documentation files in sysdoc system repositories, ensuring proper formatting and structure within src/ directories.

Generates structured AGENTS.md documentation for code projects, covering agent conventions, examples, and best practices.

Edits and rewrites treatment content pages in Nuxt Content Markdown files, including frontmatter and content blocks, without altering routing or composables unless required.

Generates audience-aware technical documentation for APIs, READMEs, and system architecture, ensuring clarity and relevance for target users.

Edits and refines Dutch text content for existing web pages without altering layout, structure, or creating new components.

Assists in creating high-quality content through research, citation, hook improvement, outline iteration, and real-time feedback, transforming writing into a collaborative process.

Generates narrative epubs from agent work artifacts, summarizing sessions, plans, and code changes for e-ink review.

Provides documentation for Discord Components v2 content display components including Text, Thumbnail, Media, and File.