Learning & Documentation Claude 技能

Book Metrics Generator

Generates comprehensive quantitative analysis and status reports for intelligent textbooks built with MkDocs Material.

Architectural Drift Check

Performs rapid alignment analysis to ensure code implementation remains consistent with Architecture Decision Records (ADRs) and design specifications.

Writing Skills for Claude Code

Applies Test-Driven Development principles to the creation, verification, and optimization of specialized Claude Code agent skills.

Glossary Generator

Generates comprehensive, ISO 11179-compliant glossaries from learning graph concept lists for intelligent textbooks and documentation.

Architectural Discovery Agent

Analyzes existing codebases to reverse-engineer implicit architectural decisions and identify subsystems worthy of formal specification.

ADR and Spec Status Manager

Updates the lifecycle and approval status of Architecture Decision Records (ADRs) and OpenSpec specifications via YAML frontmatter.

Venn Diagram Generator

Generates interactive, educational Venn diagram visualizations using the venn.js library for integration into digital textbooks and documentation.

Scientific Writing Guide

Streamlines the creation of high-quality research papers, grant proposals, and technical documentation using standardized scientific conventions.

Postmortem Writing Assistant

Generates standardized, blameless postmortem documentation for code fixes to prevent future regressions through systemic learning.

Crafting Effective READMEs

Generates and improves project documentation by providing audience-specific templates and strategic guidance for README files.

Agent Skill Authoring

Guides the creation, refinement, and troubleshooting of specialized agentic LLM skills using standardized SKILL.md patterns.

Claude Documentation Optimizer

Optimizes CLAUDE.md and project documentation ecosystems to improve AI context efficiency and code-doc synchronization.

App Logic & Flow Explainer

Explains complex data flows, application features, and code paths using visual diagrams and detailed step-by-step breakdowns.

Diátaxis Documentation Framework

Applies the Diátaxis systematic framework to structure, classify, and write high-quality technical documentation.

Build Insights Logger

Captures and organizes architectural decisions, edge cases, and technical discoveries into a structured knowledge base during coding sessions.

Effect-TS Guide

Teaches and applies Effect-TS principles to build type-safe, resilient, and architecturally sound TypeScript applications.

Memory Context Retrieval

Automatically retrieves historical development context, architectural patterns, and team decisions from memory to ensure consistent code implementations.

Skill Authoring & TDD Documentation

Applies Test-Driven Development (TDD) principles to create, verify, and optimize specialized capabilities for AI coding agents.

README Generator

Generates professional, best-practice GitHub README files with integrated project metrics, technology badges, and structured documentation sections.

Code Explainer & Architect

Generates plain-language code explanations and architectural diagrams to simplify system understanding and developer onboarding.

Course Description Analyzer

Standardizes course descriptions for intelligent textbooks by validating completeness and alignment with Bloom's Taxonomy to facilitate learning graph generation.

Intent Layer Onboarding

Accelerates codebase orientation by leveraging structured Intent Layer documentation to identify architectural boundaries, coding contracts, and entry points.

Anki Card Generator

Generates high-quality, atomized Anki flashcards optimized for long-term retention and cognitive science principles.

Lecture Designer

Transforms textbook chapters into evidence-based, engaging university lectures and automated Google Slides presentations.

Sociology Literature Synthesis

Synthesizes academic literature corpora into theoretical maps, thematic clusters, and debate summaries for sociological research.

Zig Programming Expert

Provides comprehensive Zig language expertise, offering version-aware coding guidance, memory management patterns, and a library of over 200 tested recipes.

Skill Creator

Standardizes the development of modular Claude Code Skills to extend AI capabilities with specialized knowledge and workflows.

Skill Creator

Guides the development and optimization of specialized Claude Code Skills using structured workflows and context-efficient resource management.

Documentation Scanner

Scans and synthesizes fragmented project documentation from multiple platforms into unified, actionable guidance for AI coding.

Systematic Review Protocol (PRISMA)

Facilitates high-quality academic literature reviews following the PRISMA standard and PROSPERO protocol guidelines.