Learning & Documentation Claude 技能

Protocols.io Integration

Integrates with the protocols.io API to programmatically manage, share, and discover scientific protocols and laboratory workflows.

Scientific Research Grant Writer

Drafts and refines competitive research proposals for major federal agencies like NSF, NIH, DOE, and DARPA with agency-specific formatting and compliance.

Standardized Error Messages

Enforces a clear, actionable format for validation error messages to improve developer debugging and user experience.

Technical Research Architect

Conducts exhaustive technical research and generates structured documentation optimized for pedagogical blog creation.

Knowledge Lookup for Claude Code

Accesses cached authoritative documentation and engineering blogs to provide up-to-date technical specifications and best practices for Claude Code.

Devil's Advocate Analysis

Performs critical stress-tests on technical decisions and documentation to identify hidden risks and architectural gaps.

OpenSpec Onboarding

Guides users through their first complete OpenSpec development cycle using real-world tasks within their own codebase.

Academic Tutor

Facilitates Socratic learning and academic problem-solving through structured guidance and conceptual breakdown.

AI-DLC Methodology & Help

Guides developers through the AI-Driven Development Lifecycle (AI-DLC) methodology and plugin ecosystem for AI-native software engineering.

README Builder

Generates professional, high-impact project documentation following 'awesome-readme' best practices through automated project analysis.

PRD Diagram Builder

Generates professional Mermaid diagrams directly from structured Product Requirement Document (PRD) sections.

PRD Refiner

Refines Product Requirements Documents iteratively by identifying gaps, resolving ambiguities, and enforcing quality standards through interactive section-by-section editing.

Meldoc Search & Discovery

Navigates and explores Meldoc documentation using advanced search, tree visualization, and link relationship mapping.

Progress Manager

Tracks and manages educational milestones and course completion states within the Claude Code environment.

G5 Academic Style Auditor

Identifies over 24 writing patterns that diminish scholarly quality and detects AI-generated linguistic markers in academic drafts.

Academic Citation Manager

Manages academic citations and bibliographies by searching databases, extracting metadata, and generating standardized BibTeX entries.

Visual Code Explainer

Translates complex code into intuitive explanations using real-world analogies and ASCII diagrams.

Global Tech Stack

Maintains project-wide technical documentation for frameworks, languages, and infrastructure to ensure architectural consistency and informed tool selection.

The Archivist

Enforces engineering decision documentation by capturing rationale and architectural trade-offs to preserve institutional knowledge.

Academic Humanization Verifier

Validates that AI-to-human text transformations preserve academic integrity, citations, and statistical accuracy.

Academic Journal Matcher & Strategist

Identifies optimal target journals for research papers using real-time data from OpenAlex and Crossref APIs to build data-driven submission strategies.

Qualitative Research Design Consultant (C2)

Guides researchers through selecting and implementing optimized qualitative research designs, including phenomenology, grounded theory, and ethnography.

Literature Review Strategist (B1)

Develops comprehensive academic search strategies and evidence synthesis frameworks using the 5-phase VS-Research methodology.

Theoretical Framework Architect

Architects sophisticated theoretical frameworks and conceptual models for academic research using a 5-phase differentiation process.

Diverga Research Memory System

Manages long-term research context and decision history through automated checkpoints and multi-layer persistence.

Research Paradigm & Worldview Advisor

Guides researchers in establishing and justifying the philosophical foundations of their studies, ensuring alignment between ontology, epistemology, and methodology.

Academic Research Question Architect

Transforms vague research ideas into differentiated, high-impact research questions using structured academic frameworks and typicality analysis.

Quoth Genesis Documentation Bootstrapper

Automatically generates comprehensive codebase documentation and AI memory by analyzing project structure, patterns, and architectural decisions.

Quoth Memory Initialization

Initializes a persistent knowledge management system to track architectural decisions, patterns, and errors within your project.

Markdown Conventions

Standardizes Markdown formatting and documentation structure to ensure consistent, readable, and lint-compliant content.