GitHub
spawn-search-agents
정보 수집이 필요할 때 검색 에이전트 활용 가이드. 코드 탐색, 레퍼런스, 웹검색
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tools academic AI 技能
发现 tools academic 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: tools academic
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GitHub
websearch
Perform a focused web search and summarize authoritative sources.
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GitHub
explore-docs
Retrieve authoritative library documentation and code examples.
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GitHub
career-advisor
Career Advisor agent for PhD application planning and career management. Helps with university research, application tracking, professor matching, and career documentation.
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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...
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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”,...
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GitHub
exa-search-ops
Use when Codex needs semantic web search, news reconnaissance, or citation gathering through the Exa MCP server.
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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...
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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...
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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.
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GitHub
optimizationexperiment-analysis
Analyze completed experiments and craft executive-ready summaries with insights and recommendations.
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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.
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GitHub
lagoon-curator-evaluation
Systematically assess curators for partnership decisions using standardized scoring criteria
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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...
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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...
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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...
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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...
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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...
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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,...
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GitHub
encyclopedia
Knowledge retrieval from multiple sources. Search docs, web, and code with intelligent routing.
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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...
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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...
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GitHub
cite-assist-research
Semantic search across Zotero library using cite-assist v3 API for academic research
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GitHub
academic-bluebook
Citation formatting rules for law review articles using The Bluebook (21st ed.) academic style
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。