Learning & Documentation Agent Skills

Repository Study

Conducts deep architectural analysis of external repositories to identify design patterns and actionable improvement opportunities.

Global Best Practices

Enforces universal coding standards and architectural guidelines to ensure high-quality, maintainable software development.

Documentation Auditor

Audits project documentation for accuracy against recent code changes and generates detailed discrepancy reports.

Scientific Writing & Manuscript Assistant

Standardizes the creation of research papers using IMRAD structure, professional citation styles, and field-specific terminology.

x-cmd Knowledge Search

Provides seamless command-line access to major knowledge sources and technical documentation including Wikipedia, Stack Exchange, and RFC documents.

Student Activity Analysis

Automates the tracking and reporting of student git activity, lab completion, and project contributions for software engineering courses.

Advanced Technical Research

Conducts deep technical research across authoritative documentation and repositories to inform planning and implementation decisions.

Career Document Architect

Architects and reviews high-impact academic career documents including research statements, teaching philosophies, and biosketches.

Abstraction Ladder Framework

Transforms abstract principles into concrete implementations using structured conceptual ladders for better communication and execution.

Communication Storytelling

Transforms complex data and technical analysis into persuasive, audience-aligned narratives for stakeholders and executives.

Mapping & Visualization Scaffolds

Generates structured visual representations of complex systems, dependencies, and information architectures using ASCII and Markdown.

Negative Contrastive Framing

Defines concepts, quality criteria, and decision boundaries by identifying what they are not through anti-goals and near-miss examples.

AI Skill Authoring (TDD)

Applies Test-Driven Development principles to create, test, and refine high-performance documentation and skills for Claude.

Documentation Production

Generates and organizes structured technical documentation, including API references, Mermaid diagrams, and comprehensive learning paths.

Steering Specs Generator

Extracts tacit engineering knowledge through guided interviews to generate structured, agent-readable steering documentation.

Skill Authoring TDD

Standardizes the creation of robust AI skills through a Test-Driven Development approach to ensure agent compliance.

Documentation Production

Standardizes the creation and organization of technical documentation, diagrams, and educational content.

Spec Miner

Extracts comprehensive specifications and documentation from existing codebases through systematic reverse-engineering.

Code Explanation

Generates structured, audience-tailored explanations for complex codebases, system architectures, and technical concepts.

CPython Documentation

Facilitates the creation, modification, and validation of Python's core documentation using standardized reStructuredText patterns and project-specific release workflows.

AGENTS.md Documentation Generator

Generates and maintains structured AGENTS.md files to provide AI agents with standardized project context, rules, and commands.

Entity-Relation Documentation Generator

Generates comprehensive architecture and feature documentation based on Miyabi's 14-entity and 39-relationship model.

VOICEVOX Dev Narration

Generates Yukkuri-style audio reports and YouTube content from Git commit history using the VOICEVOX Engine.

Doc Generator

Generates professional documentation including JSDoc, README files, and API references by analyzing code implementation.

TYPO3 Documentation

Creates and maintains professional TYPO3 extension documentation following official 13.x standards and RST best practices.

Explain - Deep Code Intelligence

Provides comprehensive architectural analysis and deep-dive explanations of complex codebases using expert AI agents and structural search.

Claude Skill Architect

Guides the creation and optimization of effective Claude Code skills using standardized best practices and context-efficient patterns.

Code Documenter

Generates professional-grade inline documentation, API specifications, and comprehensive developer documentation sites.

Constitution Validator

Validates project constitutions through automated quality checklists, anti-pattern detection, and semantic versioning enforcement.

Technical Decision Patterns

Standardizes the evaluation of technology alternatives and automates the creation of Architecture Decision Records.