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Dify Master: AI Workflow & Plugin Development
Development
Complete skill system for Dify workflow and plugin development, modular, progressive, and practical. Covers creation, optimization, and deployment of AI applications.
Vowel Uppercase Converter
Development
Converts input text into a Python string literal where all vowels (a, e, i, o, u, y) are capitalized. Helps generate strings with emphasized vowels or perform vowel-uppercase text transformation.
Export Claude Code Transcripts
Development
Copies session JSONL transcripts from ~/.claude/projects/ to ~/claude-traces/ with flag support.
Validate Topological Results
Data & AI
Validate TDA results against benchmarks and internal consistency checks, covering persistence diagrams, total persistence scaling, and null models.
Apply shadcn/ui to React components
Development
This skill applies shadcn/ui components to React pages while integrating with the project's custom theme. It guides installation and usage of components via MCP tools.
Tech Article Quiz Generator
Content
Generates multiple-choice quizzes in YAML format from technical articles to test reader comprehension.
Novelty Check
Data & AI
Systematically verify whether a research idea is novel against recent literature using web search and a secondary AI agent.
CI Pipeline Monitoring & PR Validation
DevOps
Monitor CI pipeline status, check PR validation results, and manage GitHub Actions workflows.
FSE/ESEC Empirical Evaluation Methodology
Data & AI
Guide for designing rigorous empirical evaluations for FSE/ESEC papers: SE-standard statistics, fair baselines, mixed-methods rigor, and contamination-aware LLM ablations.
Knowledge Extraction (KE)
Development
Captures and routes knowledge at work boundaries. Use to record patterns, decisions, distinctions, or sub-task completions.
WebF Controller Management
Development
Manage WebF controllers safely with WebFControllerManager (lifecycle, reuse, pre-render, multiple controllers).
SQL Query Optimizer
Data & AI
Optimize SQL queries with practical guidance and production-ready configurations. Perfect for data analytics and performance tuning.