GitHub
spawn-search-agents
정보 수집이 필요할 때 검색 에이전트 활용 가이드. 코드 탐색, 레퍼런스, 웹검색
☆ 0View skill
tools academic AI Skills
Discover tools academic skills, compare source repositories and read the instructions for each workflow.
Categories: tools academic
tools academic Clear filters
Browse skills
GitHub
websearch
Perform a focused web search and summarize authoritative sources.
☆ 0View skill
GitHub
explore-docs
Retrieve authoritative library documentation and code examples.
☆ 0View skill
GitHub
career-advisor
Career Advisor agent for PhD application planning and career management. Helps with university research, application tracking, professor matching, and career documentation.
☆ 0View skill
GitHub
research
Comprehensive research, analysis, and content extraction system. Multi-source parallel research using available researcher agents. Deep content analysis with extended thinking. Intelligent retrieval for difficu...
☆ 0View skill
GitHub
pdf-reading
Read local PDFs to extract and verify exact numbers (counts, percentages, tables, figure captions) for papers/questions in this repository. Use this when asked to “read a PDF”, “extract results from the paper”,...
☆ 0View skill
GitHub
exa-search-ops
Use when Codex needs semantic web search, news reconnaissance, or citation gathering through the Exa MCP server.
☆ 0View skill
GitHub
cold-email-analyst
Rapid due-diligence analyst for cold emails and inbound pitches. Auto-activates for "review this cold email", "due diligence on this pitch", "is this legit?", or "analyze this email". Checks credibility (domain...
☆ 0View skill
GitHub
composition-ai-research
Research product compositions using AI and web sources. Use when needing to find what products, substances, or objects are made of - including ingredients, materials, chemicals, and elements. Essential for buil...
☆ 0View skill
GitHub
physical-ai-expert
Provides specialized knowledge and content creation for Physical AI and Humanoid Robotics topics with focus on accuracy and peer-reviewed sources.
☆ 0View skill
GitHub
optimizationexperiment-analysis
Analyze completed experiments and craft executive-ready summaries with insights and recommendations.
☆ 0View skill
GitHub
docs-search
Lightweight search utility for Toss / Apps-in-Toss llms-full.txt docs, caching sources and ranking snippets with keyword + similarity (Korean-aware) scoring.
☆ 0View skill
GitHub
lagoon-curator-evaluation
Systematically assess curators for partnership decisions using standardized scoring criteria
☆ 0View skill
GitHub
grading
Evaluates document relevance to queries using binary scoring (yes/no) with reasoning. Use when filtering retrieved documents, determining relevance for answer generation, or when the user mentions grading, filt...
☆ 0View skill
GitHub
citation
Formats citations and validates source attribution for answers generated from multiple document sources (ChromaDB and web search). Use when adding source references to generated answers, validating citation acc...
☆ 0View skill
GitHub
generation
Generates answers by synthesizing information from retrieved documents with citations. Use as final RAG pipeline step, when creating answers from multiple sources, or when the user mentions answer generation or...
☆ 0View skill
GitHub
ranking
Ranks and scores retrieved documents based on similarity metrics from vector search. Use when sorting documents by relevance, prioritizing results, or when the user mentions ranking, scoring, or ordering docume...
☆ 0View skill
GitHub
rewriting
Enhances vague queries for better retrieval with context-aware improvements. Use during adaptive retry when no relevant documents found, when queries are unclear, or when the user mentions query enhancement or...
☆ 0View skill
GitHub
aiproofing-text
Analyzes narrative text and files to identify and remove AI-generated signals while preserving authentic voice and style. Runs input through comprehensive protocols covering vocabulary, syntax, character voice,...
☆ 0View skill
GitHub
encyclopedia
Knowledge retrieval from multiple sources. Search docs, web, and code with intelligent routing.
☆ 0View skill
GitHub
independent-research
Research-driven investigation skill for validating solutions and exploring documentation. Never ask questions you can answer yourself through research. Use WebFetch, WebSearch, and testing to validate ideas bef...
☆ 0View skill
GitHub
content-evaluation-framework
This skill should be used when evaluating the quality of book chapters, lessons, or educational content. It provides a systematic 6-category rubric with weighted scoring (Technical Accuracy 30%, Pedagogical Eff...
☆ 0View skill
GitHub
cite-assist-research
Semantic search across Zotero library using cite-assist v3 API for academic research
☆ 0View skill
GitHub
academic-bluebook
Citation formatting rules for law review articles using The Bluebook (21st ed.) academic style
☆ 0View skill
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.