7. Writing & Documentation

Guides users in transforming rough ideas into structured design documents and implementation plans via systematic requirement refinement and detailed planning.

Quantitative framework for detecting AI-generated 'slop' in prose through structural, lexical, rhetorical, and logical pattern analysis to assess authenticity and writing quality.

Translates English text files to Chinese, producing sentence-aligned bilingual JSON with automatic sentence splitting and merging.

Refactors blog content to eliminate duplication between free introductions and paid main sections using abstraction mapping (S1-S9).

Creates and evaluates blog article proposals for quality, avoiding product terms, and collaborates to finalize before writing.

Creates human-like, engaging content for LinkedIn, blogs, and thought leadership by avoiding AI patterns and providing attention-grabbing hooks.

Performs non-destructive consistency and quality analysis across specification, planning, and task documentation files (spec.md, plan.md, tasks.md).

Automates creation and updates of project constitutions while synchronizing dependent templates with the latest principles.

Creates or updates feature specifications based on natural language descriptions.

Synthesizes Phase 2 analysis results into a structured Domain Requirement Document (DRD) as part of the Ontology Builder Pipeline.

Records and maintains problem-solving lessons in MEMORY.md, enhancing project documentation after solution confirmation or user validation.

Facilitates public development progress sharing via changelogs, social updates, and milestone announcements.

Creates and updates CLAUDE.md files with inheritance rules and token budget settings across global, project, and folder levels.

Identifies gaps in feature specifications by generating targeted clarification questions and updating the spec with answers.

Provides step-by-step instructions for integrating and utilizing public transportation data within applications.

Generates persuasive marketing copy for web pages, advertisements, and campaigns to increase conversion rates.

Generates search engine optimized content with meta tags, schema markup, and structured content for improved visibility and ranking.

Creates technical design documents in Linear using Approach Mode brainstorming, triggered by terms like 'technical design' or 'architecture decision'.

Creates structured technical documentation including design documents, architecture decisions, and system specs with emphasis on audience and validation.

Creates clear, professional product documentation covering features, usage guides, and FAQ solutions to enhance user understanding.

Applies Rust documentation conventions (RFC 1574) for writing effective doc comments on Rust items, including summaries, headings, and examples.

Automates technical documentation tasks including specification writing, architecture documentation, and decision record creation.

Guide for writing conventional commit messages with gitmoji to standardize version control history and improve codebase readability.

Polishes marketing copy to improve clarity, impact, and conversion rates through professional editing and refinement.