7. Writing & Documentation

Generates and manages Claude Code instructions, automatically updating CLAUDE.md and SKILL.md documentation files.

Provides best practices for creating clear, accurate, and useful technical documentation including READMEs, API docs, and architecture guides.

Guides creation and refinement of skills with proper structure, concise content, and progressive disclosure for optimal quality and user experience.

Generates comprehensive API documentation for REST, GraphQL, gRPC, and WebSocket endpoints, ensuring clarity for developers and integrators.

Delivers constructive feedback on ML/AI research paper writing quality, adhering to Neel Nanda's criteria for clarity, structure, and impact.

Guides iterative interviews to gather requirements and draft comprehensive feature specifications, ensuring alignment on implementation, UX, and tradeoffs.

Automates creation of a research specification document from a template within a repository, ensuring it exists only if missing.

Guides strategic message drafting using tactical empathy and emotion labeling, based on Chris Voss's negotiation techniques for salary, rentals, and professional requests.

Summarizes current work context with optional focus using an agent-based summarization tool.

Helps draft clear, professional content for papers, blogs, and communications by eliminating AI-generated phrasing and enhancing readability.

Provides comprehensive writing review with specialized critiques on clarity, narrative, facts, and red-team analysis to enhance document quality.

Guides structuring research presentations, including slide organization, content flow, and effective updates for academic or professional delivery.

Automates creation and updating of project planning documentation (PLAN.md) by detecting session context for new or existing plan mode.

Applies Strunk & White's writing principles to enhance clarity, conciseness, and professionalism in all written communication.

Generates clear handoff documents to transfer work context between team members, ensuring seamless task continuity.

Generates and maintains repository documentation in AGENTS.md, capturing coding patterns, conventions, and workflow guidelines for team consistency.

Critical peer review for technical documents, checking missing LaTeX, charts, hardcoded values, weak arguments, and calculation flaws.

Creates a session report documenting completed work and stores it in the scratchpad/reports directory.

Guides users through essential README and documentation to rapidly understand a codebase structure and purpose.

Compresses verbose text into token-efficient pseudo-code for concise documentation and technical writing.

Creates and reviews user-facing copy for UI, error messages, onboarding, and empty states to maintain consistent brand voice and tone.

Manages and structures internal knowledge bases and documentation for efficient team access and information sharing.

Generates clear and accurate technical documentation for both developers and end users.

Formats markdown content to be compatible with Notion, supporting toggles, code blocks, and tables for seamless import.