7. Writing & Documentation

Writes RFCs and design documents for ToolHive ecosystem projects including toolhive, toolhive-studio, and toolhive-registry.

Delivers Gemini AI-powered feedback to refine writing style, content clarity, and reduce AI-sounding text for articles, code, and design drafts.

Generates comprehensive README files tailored for 42 School projects, enhancing project documentation clarity and structure.

Creates comprehensive README.md documentation for ROBOLIBS libraries, including setup, usage, and contribution guidelines.

Generates detailed implementation plans with step-by-step tasks, file structures, code snippets, and expected outputs to guide development after design phase.

Generates technical documentation from C/C++ source code using Doxygen-style comments for improved code clarity and maintenance.

Systematically refines technical specifications through structured interviews, automatically generating OpenSpec proposals for requirements validation and technical design phases.

Converts complex codebases into clear technical documentation including READMEs, API specs, and user guides upon request.

Generates a comprehensive Product Requirements Document (PRD) for new features or projects, outlining requirements, scope, and objectives.

Polishes, restructures, and validates academic papers to meet strict IEEE style, formatting, and academic tone requirements for publication.

Comprehensive quality inspection tool for academic papers, performing global and section-specific checks (title, abstract, methods, results, discussion, conclusion) to ensure academic standards.

A research-driven book writing system featuring author voice modeling and iterative refinement across nine quality dimensions for high-quality literary output.

Generates soul-aligned marketing content, social media posts, and brand positioning materials for an AI coaching business and personal brand.

Ensures narrative consistency and coherence across Arcanea's fantasy world, including academy systems, magical mechanics, and character lore for a multiverse platform.

Manages daily content operations for FrankX.AI, including trend research, draft polishing, social content generation, and publishing tracking.

Provides MPN encoding patterns and handler guidance for Lumileds LUXEON and automotive LED components.

Provides encoding patterns and suffix decoding guidance for Cosmo Electronics optocouplers and handler components.

Provides step-by-step guidance for creating and updating Claude skills with specialized knowledge, workflows, and tool integrations.

Provides technical documentation for ORDFS, including API usage, on-chain content access, and service reference.

Applies Test-Driven Development principles to process documentation, testing with subagents and iterating for accuracy before finalizing.

Decodes Monolithic Power Systems (MPS) part number suffixes and provides guidance for MPS power components and MPSHandler usage.

Provides MPN encoding patterns and suffix decoding guidance for AKM audio ICs, magnetic sensors, and electronic compasses.

Guides developers to find current, accurate API documentation to resolve version-related errors and avoid guessing from training data.

A guide for creating and updating Claude skills that extend capabilities with specialized knowledge, workflows, or tool integrations.