7. Writing & Documentation

Generates ontological documentation by extracting domain concepts from TanStack and FastAPI codebases, modeling semantic relationships, and creating visual architecture diagrams for onboarding and legacy system analysis.

Provides professional writing assistance for blogs, articles, fiction, essays, and marketing copy, including editing and improvement services.

Automated verification system ensuring code matches documentation through six-phase scoring, reducing onboarding friction and preventing documentation drift.

Designs, generates, and maintains comprehensive documentation systems with automation for large-scale projects.

Assists in creating and validating skill definitions through SKILL.md files, supporting structured documentation for new skill development.

Synthesizes multi-source research into structured reports with proper attribution, triggered by 'report', 'findings', or 'synthesis'.

Creates and manages project conventions, rule files, and formatting guidelines (e.g., FORMATTING.md).

Documents technical stacks, databases, and ORMs in create-faster MDX format, emphasizing customizations beyond official configurations.

Manages a structured project memory system in docs/project_notes/, tracking bugs, decisions, facts, and history. Configures CLAUDE.md and AGENTS.md for cross-tool memory awareness.

Guides voice, tone, and content for data/ML dashboard microcopy, error messages, and data presentation language.

Transforms reading notes into authentic, human-sounding content for blogs, social media, and visualizations while preserving the user's unique voice.

Generates comprehensive technical documentation for codebases, detailing structure, languages, frameworks, dependencies, design patterns, and technical debt.

Manages VitePress documentation site configuration, page updates, and deployment for user-facing documentation at domainlang.net.

Academic paper writing assistant for compiling, formatting, and enhancing scholarly documents in Chinese and English with grammar, translation, and publication template support.

Generates high-CTR YouTube titles and thumbnail text based on video content analysis, optimizing for click-through rates and virality in content strategy.

Generates structured AILANG design documents for planned and implemented features, ensuring proper format and location per project standards.

Automates creation and maintenance of AGENTS.md documentation by analyzing repository structure, commands, tests, and conventions.

A guide for creating, updating, and designing skills that extend the DAIV agent with specialized knowledge, workflows, or tool integrations.

Synthesizes Reflector insights into structured delta proposals for playbook updates, adhering to ACE paper's Curator architecture.

Automates updating documentation to reflect code changes, ensuring accuracy for user and developer documentation.

Creates comprehensive project documentation from scratch for new projects, covering structure, templates, and verification without updating existing documentation.

Offers an overview of quality thresholds and quick reference for quality tools to understand metrics and select the appropriate skill for specific checks.

Automates synchronization of Structurizr C4 architecture diagrams with codebase changes to ensure accurate system documentation.

Generates multi-angle content topics from existing articles/social media, supporting tweet creation, WeChat article outlines, and content marketing strategies.