7. Writing & Documentation

Automates updating key project documentation files (SITREP, TODO, HIVE-TEST-ANALYSIS) to reflect current project state.

Provides standardized JSDoc and inline documentation practices for React components and hooks, including props and examples.

Generates structured learning artifacts from user sessions using trace-aware reflection methodology, capturing key insights and debriefs.

Generates a markdown-based implementation plan (plans.md) for vibe coding projects.

Generates product-oriented Chinese project documentation (proposal and next-step handoff) from user-provided project blueprints.

Generates onboarding documentation by analyzing project structure, purpose, and codebase for new team members.

Applies user-defined preferences for Chinese language, modern tech terminology, and concise communication across all interactions.

Automates consistency across project documentation files including README, AGENTS, CLAUDE, and .codex in a repository.

Analyzes writing samples to create a detailed writer profile for personalized writing assistance.

Generates custom-written content by blending user-defined writing styles and profiles, adapting to conversational direction for diverse content types.

Provides structured methodology and rubrics for evaluating writing drafts against voice profiles, scoring quality, and determining publication readiness.

Analyzes comedy styles and generates humor profiles for creating stand-up, roasts, and satirical content through creative writing assistance.

Automates TIL (Today I Learned) documentation by extracting and organizing new tech concepts from Claude Code sessions into a structured repository.

A guide for efficiently searching and referencing Kuroco documentation, including manuals, tutorials, and implementation guides.

Creates concise session summaries to preserve context when transitioning between LLM conversations, ensuring continuity without manual recontextualization.

Drafts professional German business communications including emails, status updates, and meeting follow-ups.

Creates and structures Game Design Documents (GDDs) for new projects, major features, or updates, ensuring clear design documentation for prototyping and production.

Starts documentation workflows for GitHub issues by setting up to-do lists and verifying tool availability.

Provides documentation and design support for core game mechanics, including player actions, system balancing, and developer communication.

Provides automatic Chinese-English translation with command-triggered execution and active text detection capabilities.

Refines and improves Norwegian language texts using the Borealis language model via LM Studio, enhancing clarity and correctness.

Creates detailed 50+ word WM.md commentary entries for files and subdirectories to enhance project documentation.

Centralized reference for Ralph Orchestra's event-driven architecture, status transitions, and system protocols to ensure consistent development and operational alignment.

Enhances existing documentation by analyzing content, improving language, and requiring human approval for quality assurance.