Learning & Documentation Claude 技能

Reflexion: Memory Consolidation

Curates and persists project-specific insights and patterns into CLAUDE.md to improve long-term agent performance.

Codebase Context Extractor

Intelligently analyzes and extracts structured context from large codebases to facilitate faster understanding, debugging, and code modification.

Ability Generator

Generates structured skill templates and documentation frameworks based on specific requirements to streamline the creation of new AI capabilities.

TikZ to SVG Extractor

Extracts TikZ diagrams from Beamer LaTeX source and converts them into web-optimized SVG files for Quarto slides.

Documentation Language Parity

Enforces strict documentation standards and ensures code snippet parity across seven major programming languages.

LJG Paper X-ray

Deconstructs academic papers into simplified summaries and visualizes cognitive insights using ASCII art and personal knowledge baselines.

Nextra Documentation Framework

Builds enterprise-grade documentation sites using Nextra, MDX, and Next.js with automated routing and theme customization.

C4 Component Documentation Specialist

Synthesizes code-level implementation details into logical architectural components and professional C4 component diagrams.

Project Steering Document Creator

Generates comprehensive project-specific standards, git workflows, and technology guidelines to steer AI coding assistants.

Design Documentation Blueprint

Transforms approved software requirements into comprehensive technical architecture and implementation blueprints.

Cartographer Codebase Mapper

Maps and documents complex codebases using parallel AI subagents to provide architectural insights and navigation guides.

Codebase Investigator

Analyzes project documentation and source code to provide rapid, stateless insights and answers about your codebase.

LLM Documentation Synchronizer

Automatically synchronizes internal project documentation with recent code changes using git diff analysis and AI-driven content updates.

GitHub Contributor Strategy

Guides developers through the strategic process of contributing to open-source projects and building a professional GitHub reputation.

Skill Creator

Standardizes the process of building, documenting, and managing specialized AI agent capabilities within a swarm ecosystem.

Mintlify Documentation Assistant

Builds and manages high-quality documentation sites using the Mintlify platform and MDX.

Mermaid Diagrams

Generates professional software diagrams and architecture visualizations using text-based Mermaid syntax.

Ship-Learn-Next Action Planner

Transforms passive learning content into actionable, iterative implementation plans and shippable development quests.

C4 Architecture Documentation

Generates standardized software architecture diagrams using the C4 model and Mermaid syntax to visualize system structure and relationships.

React useEffect Best Practices

Optimizes React component logic by enforcing official best practices for Effects, state synchronization, and derived values.

Perplexity AI Web Search

Integrates Perplexity AI to perform high-quality web searches, generic research, and conversational inquiries directly within Claude Code.

OpenClaw Wiki

Provides authoritative documentation and technical guidance for the OpenClaw AI Agent gateway and multi-channel connectivity.

X-Ray Book: Deep Structure Extractor

Extracts deep learnable structures from books using multi-stage cognitive compression and the Epiplexity principle.

Documentation Reader

Navigates and consumes external documentation efficiently using AI-friendly standards like llms.txt and MCP servers.

Doc Author by Mintlify

Writes and maintains technical documentation autonomously while adhering to strict style guides and verification guardrails.

Clinical Report Writing

Generates comprehensive, compliant clinical documentation including case reports, diagnostic findings, and regulatory trial summaries.

Clinical Treatment Plan Writer

Generates concise, evidence-based medical treatment plans in professional LaTeX/PDF formats across all clinical specialties.

Scientific Manuscript Writing

Drafts, structures, and refines professional scientific manuscripts using standardized research formats and reporting guidelines.

Scientific Slide Designer

Generates professional, research-backed scientific presentations and slide decks using PowerPoint or LaTeX Beamer.

README Auto-Updater

Synchronizes README documentation with codebase changes to ensure project guides, setup instructions, and feature lists remain accurate and up-to-date.