Discover tools academic skills, compare source repositories and read the instructions for each workflow.
Senior editorial review for Hugo documentation sites. Performs comprehensive content audits including structure analysis, quality checks, consistency validation, information architecture review, frontmatter val...
Search arXiv preprint repository for papers in physics, mathematics, computer science, quantitative biology, and related fields
Creates comprehensive assessment tools, rubrics, and evaluation materials for student work. Use when the user asks to create rubrics, build assessments, evaluate student learning, or needs grading criteria. Gen...
Architecture Decision Records index with searchable topics and phase-based organization (120+ ADRs from 50+ phases)
Comprehensively reviews curriculum materials for quality, consistency, and effectiveness. Use when the user asks to review content, check quality, audit materials, or ensure curriculum meets standards. Provides...
Natural language wrapper for research command - automatically triggers /research when users ask questions requiring deep research, best practices lookup, or multi-source information gathering
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fi...
Analyze Wayback Machine capture frequency and rate for a URL. Use when the user wants to see how often a URL is archived, capture statistics, or archive density over time.
Systematically investigate large corpus sections (100GB+) using stratified sampling, pattern recognition, and computational verification. Produces comprehensive section analyses with metadata schemas, chunking...
Detect AI-generated writing patterns (slop) in content. Use when auditing drafts, reviewing AI output, or checking content authenticity before publishing.
Use this skill when you need to conduct research on a topic using external search capabilities. This includes gathering information from multiple sources, synthesizing findings, and producing well-organized res...
Use this skill when you need to conduct research on a topic using external search capabilities. This includes gathering information from multiple sources, synthesizing findings, and producing well-organized res...
Use this skill when the user needs to conduct research on a topic using external search capabilities. This includes gathering information from multiple sources, synthesizing findings, and producing well-organiz...
Web search using Tavily API
Core writing standards for all Skill Stack content. Invoke automatically for any writing task. Combines anti-AI patterns, voice principles, and prose style.
Smart article illustration skill. Analyzes article content and generates illustrations at positions requiring visual aids with multiple style options. Use when user asks to "add illustrations to article", "gene...
Search and retrieve scientific literature. Use when asked to find papers, research a topic, find citations, get paper abstracts, or conduct literature reviews. Accesses Semantic Scholar, arXiv, and other academ...
Manage Google Jules PR lifecycle - batch investigation, reverse-order processing, and tiered decision presentation.
Query and manage a research paper knowledge graph. Search papers, add metadata, record claims and relationships (extends, refutes, supports). Use when working with SPARQL, knowledge graphs, papers, claims, cita...
Web scraping, content extraction, and autonomous research agent for deep web investigation.
研究分析：文獻回顧、競品分析、市場調研、數據分析方法論
Build Retrieval-Augmented Generation (RAG) Q&A systems with Claude or OpenAI. Use for creating AI assistants that answer questions from document collections, technical libraries, or knowledge bases.
Scan and catalog document collections with metadata extraction, categorization, and statistics. Use for auditing document libraries, preparing for knowledge base creation, or understanding large file collection...
Search library/framework documentation via llms.txt (context7.com). Use for API docs, GitHub repository analysis, technical documentation lookup, latest library features.
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.