Academic
Academic writing, research, citations
implement-paper-from-scratch
by GhostScientist
Guides you through implementing a research paper step-by-step from scratch. Use when asked to implement a paper, code up a paper, reproduce research results, or build a model from a paper. Focuses on building understanding through implementation with checkpoint questions.
research-question-refiner
by GhostScientist
Helps transform a vague research interest into a concrete, tractable research question. Use when asked to refine a research idea, develop a research question, scope a research project, or figure out what to work on. Walks through systematic refinement with feasibility analysis.
spec
by doodledood
"Build requirements specification through structured discovery interview. Use when defining scope, gathering requirements, or specifying WHAT work should accomplish - features, bugs, refactors, infrastructure, migrations, performance, documentation, or any other work type. Triggers: spec, requirements, define scope, what to build."
research-paper-writer
by mamba-mental
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
research-web
by doodledood
"Comprehensive multi-wave web research with strategic source selection. Gathers information from official docs, community resources, and advanced sources. Use for deep technical research, API documentation, best practices. Triggers: research web, deep research, comprehensive research, find documentation."
paper-to-intuition
by GhostScientist
Transforms an academic paper into deep, multi-layered understanding. Use when asked to explain a paper, break down a research paper, understand an arXiv paper, or build intuition for a technical concept from a paper. Generates explanations at multiple levels plus visual intuition diagrams.
literature-research
by bahayonghang
This skill should be used when the user asks to "搜索文献", "查找学术资料", "搜索最新研究", "literature search", "find papers", "search academic literature", "latest research", or mentions specific academic domains like AI, machine learning, computer science research. Provides comprehensive academic literature search and analysis capabilities for WeChat content creation.
grammar
by williacj
Use when users explicitly request grammar checking, spelling correction, proofreading, or style editing of ANY written content - sermons, sermonettes, devotionals, blogs, academic papers, or book chapters. Specializes in US English and theological writing styles.
research-intelligence
by spitoglou
Extract insights, analyze claims, and synthesize knowledge from research content. Use when processing academic papers, articles, podcasts, videos, meeting transcripts, or any content where the goal is to extract wisdom, analyze arguments, summarize findings, or compile references. Triggers include "analyze this paper", "extract key insights", "summarize the research", "what are the main claims", "extract wisdom from", "compile references", "critique this argument".
pdf-analysis
by bahayonghang
This skill should be used when the user asks to "分析PDF", "解读文档", "分析PDF文件", "PDF解读", "extract content from PDF", "analyze PDF document", "parse academic paper", or provides a PDF file path for content extraction and analysis. Provides objective PDF document analysis and content extraction for professional WeChat content creation.
collaborative-outline
by bahayonghang
This skill should be used when the user asks to "创建大纲", "outline", "文章结构规划", "plan article structure", or needs help structuring their content before writing. Provides collaborative outline creation with interactive questioning and research gap identification.
web-research
by doodledood
"Conduct structured web research with hypothesis tracking. Synthesizes information from multiple sources into actionable findings. Use for technical research, API docs, best practices. Triggers: web research, look up, search for, find documentation."
writing-enhancement
by spitoglou
Improve writing quality, fix errors, and transform style. Use when asked to proofread, edit, improve clarity, fix grammar/typos, enhance academic writing, analyze prose quality, humanize technical content, or write essays. Triggers include "improve this writing", "fix typos", "proofread", "make this clearer", "academic style", "humanize", "write an essay", "analyze my writing".
perplexity-search
by dotneet
A skill for performing web searches, research, and reasoning using the Perplexity API. Handles real-time web information retrieval, deep research analysis, and advanced reasoning tasks. Use when the user asks for web searches, research, or says things like "look up", "search for", "latest information", "research", or "analyze".
pdf-analysis
by bahayonghang
This skill should be used when the user asks to "解析PDF", "解读文档", "分析PDF文件", "PDF解读", "extract content from PDF", "analyze PDF document", "parse academic paper", or provides a PDF file path for content extraction and analysis. Provides comprehensive PDF document analysis and content extraction capabilities for WeChat content creation.
plan
by doodledood
"Create implementation plans from spec via iterative codebase research and strategic questions. Produces mini-PR plans optimized for iterative development. Use after $spec or when you have clear requirements. Triggers: plan, implementation plan, how to build."
research-taste-developer
by GhostScientist
Develops intuition for what makes research "good" versus "incremental." Use when asked about research taste, how to identify good research, what makes a paper impactful, how to develop research intuition, or how to pick important problems. Analyzes patterns in highly-cited work and what top researchers do differently.
market-research
by b1tank
Research existing products and competitors for a given product idea. Use when starting a new project, cloning an existing product, or analyzing competitive landscape. Returns feature analysis, gaps, and differentiation opportunities.
pandoc
by cadrianmae
Automatically assist with Pandoc document conversions when user mentions converting markdown to PDF/DOCX/HTML or other formats. Validate YAML frontmatter, check dependencies (bibliography, images), and provide format-specific conversion guidance. Use when user asks about citations, academic papers, presentations, or document generation from markdown.
help
by cadrianmae
This skill should be used when the user asks for help with tracking, how to use the track plugin, tracking documentation, what tracking commands are available, how hooks-based tracking works, track plugin overview, or explanation of verbosity settings. Displays comprehensive documentation covering commands, file formats, verbosity settings, academic workflow examples, v2.0 architecture, and migration from v1.x.
strategic-analysis
by samChang72
麥肯錫等級的商業戰略分析師。提供市場規模（TAM）、競爭格局、客戶畫像、 行業趨勢、SWOT/波特五力、定價策略、GTM 計劃、客戶旅程、財務建模、 風險評估、市場准入與執行戰略綜合等 12 項專業分析框架。 當需要進行商業分析、市場研究、競爭情報或戰略規劃時使用。
export
by cadrianmae
This skill should be used when the user asks to export tracked data, generate bibliography, create methodology section, export to BibTeX, generate citations, create timeline, or produce formatted output from tracked sources and prompts. Supports formats: bibliography (Markdown numbered list), methodology (Markdown sections), bibtex (BibTeX entries), citations (numbered citations), and timeline (chronological activity log). Exports to configurable path from .claude/.ref-config.
Thesis SOS
by yuzhiboshuai63-eng
论文急救全能助手，支持中英文双语。八大核心功能：降重复率（深度）、降AI率（5级微度+AI移除）、 降重+降AIGC、AI率预测、论文格式学习与模仿改写、错别字检测与标注、学术英语核对与优化、 文献来源检测与标注。支持知网、维普、格子达、万方、PaperPass等11个主流检测平台。 特色功能：对比视图、智能改写幅度控制、学术性保护、毕业生专用工具集、论文质量全面审查。 典型触发场景：用户提到"论文急救"、"论文降重"、"降低重复率"、"降AI率"、"论文改写"、"降AIGC"、 "AI率预测"、"论文查重"、"重复率太高"、"论文格式修改"、"模仿改写"、"错别字检查"、 "学术英语"、"论文润色"、"文献检测"、"论文校对"、"grammar check"、"proofreading"等。
research-spike
by gpu-cli
"Conducts time-boxed technical investigations, competitive research, or feasibility analysis. Asks clarifying questions upfront and produces a structured markdown report with executive summary. Use for technical spikes, architecture decisions, or evaluating new technologies."