Learning & Documentation Claude 技能

Code Pattern Extraction

Standardizes and documents code patterns across three tiers to minimize token usage and improve development consistency.

Oracle: Project Memory & Learning

Maintains persistent project context and learns from user feedback to eliminate repetitive mistakes and optimize token usage.

Architecture Compliance Manager

Generates standardized architectural compliance contracts and audit-ready documentation from existing ARCHITECTURE.md files.

Canvas LMS Integration

Connects Claude Code to the Canvas LMS API to manage courses, track assignments, and monitor academic progress.

Demo Skill

Reviews and optimizes documentation structure to ensure clarity and consistency across project files.

Memory Sync Manager

Synchronizes development insights and task contexts between AI semantic memory and structured local knowledge bases.

Architecture Documentation

Generates, updates, and queries professional software architecture documents based on standardized, enterprise-grade templates.

Markdown Citation Enricher

Automates the process of finding and adding authoritative source links to facts and references within markdown documents.

IT8103 Cyber Security Course Helper

Provides specialized assistance for the IT8103 Cyber Security course by integrating with Canvas to help students structure system critiques and security solution proposals.

IT8102 Technology Management Assistant

Streamlines technology management coursework by integrating Canvas data and providing strategic guidance for IT8102 project plans.

IT8106 Ubiquitous Computing Assistant

Streamlines assignment completion and design solution reporting for students enrolled in the IT8106 Ubiquitous Computing course.

IT8101 Research Assistant

Streamlines academic research and assignment completion for the IT8101 Research Methods course by integrating Canvas LMS data with expert methodology guidance.

Error Explainer

Translates cryptic error messages into clear, actionable debugging guides and prevention strategies.

Path Reference Linker

Generates clickable, platform-specific web links for files and folders within Git repositories to streamline documentation workflows.

PRD README Standard

Generates high-conversion, product-ready README documentation based on a rigorous 9-step engineering standard.

Enrich Citations & Source Links

Automatically finds and inserts authoritative source hyperlinks for facts, tools, and research in Markdown documents.

Rust Error Handling Guide

Implements idiomatic Rust error conversion patterns and From trait implementations to simplify complex error handling logic.

Docstring Formatter

Standardizes Python documentation by converting existing comments into structured NumPy and Sphinx-style docstrings with comprehensive parameter, return, and example sections.

Documentation Standards

Standardizes software documentation using industry-proven frameworks like Diátaxis to ensure technical clarity, completeness, and maintainability.

Global Code Commenting

Enforces high-quality, self-documenting code by prioritizing intent-based comments over redundant descriptions of operations.

Global Tech Stack

Maintains architectural consistency by managing framework selections, library dependencies, and tool configurations according to established project standards.

Creating Agent Skills

Assists in the creation, improvement, and evaluation of Claude Agent Skills by enforcing official best practices, naming conventions, and discovery patterns.

Recruitment Source Finder

Locates and filters targeted recruitment resources from a comprehensive internal knowledge base using intelligent keyword matching and category analysis.

Learning & Study Skills

Provides evidence-based study strategies, time management techniques, and test preparation guidance to enhance learning effectiveness.

Universal Cross-Platform Skill

Enables the creation of platform-agnostic AI skills using a specialized template engine for multi-platform delivery.

Docs Seeker

Automates the discovery and analysis of technical documentation using the llms.txt standard to provide context-aware developer resources.

Data Structures Mastery

Guides the selection and implementation of optimal data structures for high-performance software development.

Retrospective Process

Analyzes development sessions to transform mistakes, successes, and patterns into actionable rules and knowledge graph entries for continuous improvement.

Internal Communications

Generates standardized internal company updates, status reports, and newsletters using structured formats and organizational guidelines.

System Prompt Expert

Guides the creation of high-performance system prompts using Anthropic's context engineering principles and structured formatting.