Social Sciences Teachers, Postsecondary, All Other

Cjl Paper River

论文倒读法：给一篇论文，递归找出它批判和改进的前序论文（最多5层），再找它之后的最新进展，从源头正向讲述问题演化史。以问题为轴，费曼式讲解每篇论文看到的问题和解法创新。Use when user shares a paper and wants to understand its intellectual lineage, citation chain, problem evolution, or says '倒读', '论文溯源', '论文脉络', 'paper river', 'paper connects', 'trace back', '这篇论文的来龙去脉', '论文演化'. Also trigger when user wants to understand how a research problem evolved across multiple papers.

openclaw4.2k

Citation Standards

Academic citation and reference standards guide. Referenced by the paper-writer and submission-preparer agents when composing citations and references. Use for 'citation format', 'APA', or 'references' requests. Original paper retrieval and professional database access are out of scope.

revfactory586

실험실 도구

Research Methodology — Research Methodology Design Framework

A specialized skill providing a detailed framework for academic research methodology design. Used by the methodology-expert agent when designing quantitative, qualitative, or mixed-methods research and selecting samples, instruments, and analysis methods. Automatically applied in contexts such as 'research methodology', 'research design', 'sample design', 'measurement instruments', 'validity and reliability', 'statistical analysis methods'. However, running statistical software (SPSS, R) directly and filing IRB applications are outside the scope of this skill.

revfactory586

Academic Writing Publication

Prepare manuscripts following APA, ASA, or discipline-specific guidelines with proper reporting standards and peer review navigation

a5c-ai575

지식 베이스

Structured Comparative Viewpoint Analysis

Presents conflicting arguments or viewpoints on specific topics using a structured format with numbered topic headings and bolded sub-headers for each side, ensuring detailed information is included for every perspective.

ECNU-ICALK333

데이터 분석

Autoethnography Finding Synthesis

Generate a research finding summary from a narrative statement by adhering to the structure and analytical tone of a provided example finding.

ECNU-ICALK333

웰니스 및 건강

Grad School Guide

Practical advice for thriving in PhD programs and academic research

wentorai199

교육

Humanities Skills

5 humanities skills. Trigger: textual analysis, archival research, digital humanities, philosophy. Design: digital tools and qualitative methods for humanities scholarship.

wentorai199

Paper Recommendation Guide

Systematic paper recommendation and discovery using multiple methods

wentorai199

LLM & AI

Literature Review Agent (Step 3)

Step 3 of the PaperOrchestra pipeline (arXiv:2604.05018). Execute the literature search strategy from outline.json — discover candidate papers via web search, verify them through Semantic Scholar (Levenshtein > 70 fuzzy title match, temporal cutoff, dedup by paperId), build a BibTeX file, and draft Introduction + Related Work using ≥90% of the verified pool. Runs in parallel with the plotting-agent. TRIGGER when the orchestrator delegates Step 3 or when the user asks to "find citations for my paper", "draft the related work", or "build the bibliography".

Ar9av140

문서

paper-orchestra (Orchestrator)

Orchestrate the full PaperOrchestra (Song et al., 2026, arXiv:2604.05018) five-agent pipeline to turn unstructured research materials (idea, experimental log, LaTeX template, conference guidelines, optional figures) into a submission-ready LaTeX manuscript and compiled PDF. TRIGGER when the user asks to "write a paper from my experiments", "turn this idea and these results into a paper", "generate a conference submission", "run paper-orchestra on X", or otherwise wants the end-to-end paper-writing pipeline. Coordinates the outline-agent, plotting-agent, literature-review-agent, section-writing-agent, and content-refinement-agent skills.

Ar9av140

Dgm Citation Audit

Use for citation-quality audits in this repository: identify claims needing citations, flag unsupported or weakly supported claims, keep only strong sources, and conservatively update references/library.bib with verified entries for paper drafts and review-analysis chapters.

jy00295005107

Research Craft

Systematic research methodology for formulating problems, building evidence-based arguments, and communicating findings in academic contexts. For scholarly writing, thesis development, and knowledge contribution. NOT for creative writing, journalistic reporting, or business analytics.

curiositech92

Manuscript Review

Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections. Make sure to use this skill whenever the user wants substantive academic feedback on a paper — not just surface edits. Triggers include: "review my paper", "give me feedback on this draft", "what would a referee say", "anticipate referee objections", "act as a referee", "check my identification strategy", "is my argument convincing", "review this manuscript", "critique my paper", "will this pass review", or any request for deep critique of academic writing beyond typos and grammar.

문서

Split Pdf

Download, split, and deeply read academic PDFs. Use when asked to read, review, or summarize an academic paper. Splits PDFs into 4-page chunks, reads them in small batches, and produces structured reading notes — avoiding context window crashes and shallow comprehension.

기술 문서

Write Paper Draft

Draft a full academic paper manuscript from analysis outputs, project spec, and lit review. Make sure to use this skill whenever the user wants to turn completed analysis into a written paper — not to run analysis or review existing writing. Triggers include: "write the paper", "draft the manuscript", "write up the results", "start the paper", "turn my results into a paper", "write the introduction", "draft the empirics section", "I have my results, now write the paper", "help me write this up", "write the abstract", or any request to produce academic prose from existing research outputs.

영업 및 마케팅

Literature Review

帮助用户撰写高质量的文献综述类论文。提供从选题、文献检索、评估筛选、结构规划到最终写作的全流程指导。适用于需要撰写独立文献综述论文或学术论文中文献综述部分的用户。

Peer Review

You must use this when critiquing academic manuscripts, evaluating methodological rigor, or providing structured reviewer feedback.

poemswe75

영업 및 마케팅

Methodology

Research methodology selection, design, and validation guidance.

poemswe75

Systematic Literature Review — PRISMA 2020

Guide users through writing a systematic literature review (SLR) following the PRISMA 2020 framework. Use this skill whenever the user mentions 'systematic review', 'systematic literature review', 'SLR', 'PRISMA', 'PRISMA 2020', 'PRISMA flow diagram', 'PRISMA checklist', or asks for help writing, structuring, or auditing a literature review that follows reporting guidelines. Also trigger when the user asks about inclusion/exclusion criteria for a review, search strategies for databases like Scopus/WoS/PubMed, study selection processes, risk of bias assessment, or narrative synthesis for a review paper. This skill covers the full PRISMA 2020 checklist (27 items), produces a Word document manuscript in strict journal article format, generates an annotated PRISMA flow diagram, and enforces APA 7th Edition referencing throughout. It does NOT cover meta-analysis or statistical pooling. By Chuah Kee Man.

keemanxp62

Paper Humanizer

Academic text polisher and humanizer for Chinese and English research writing. Removes AI-like patterns while preserving factual accuracy. Use when polishing academic text, reducing AI-generated patterns in papers/theses, improving naturalness of research writing while maintaining data integrity, or enhancing scholarly tone without fabricating facts. Supports both Chinese (中文) and English academic texts with configurable tone, field-specific terminology, and strict factuality controls.

crabin58

LLM & AI

Paper Title Abstract Keywords

学术论文标题/摘要/关键词生成工具。分三步执行：第一步生成4个候选标题（不同角度+适用场景+优劣分析），第二步生成3个摘要版本（不同结构与侧重），第三步生成2组关键词方案（不同检索策略，每词附纳入理由）。每步暂停等待用户选择，再进行下一步。当用户需要生成论文标题/摘要/关键词，或在ta-research-AFP检查点10时触发。

Phd Literature Review

博士论文文献综述（约2万字）工程化写作辅助系统（PhD-LitReview-Auto-Flow）。根据用户提供的研究选题、研究问题、核心概念等核心资产，通过多阶段工作流系统性地检索真实学术文献、核实文献真实性、确定综述结构与分类标准，并以博士论文标准撰写约2万字的完整文献综述章节。采用主题式组织、多阶段单步输出机制，覆盖概念界定、理论脉络、实证研究评述、研究空白识别等完整模块，最终生成Word文档并提供跨章回填指引。触发条件：当用户提到需要撰写博士论文文献综述/博士学位论文文献综述/PhD dissertation literature review、需要写2万字文献综述、需要写论文第二章文献综述、博士论文文献梳理与评述时触发此skill。注意：本skill专用于博士论文级别的长篇文献综述（约2万字），不同于 literature-review-writer（顶刊短篇文献综述，2-5页）和paper-analyzer（单篇论文拆解）。

생산성 및 통합

Ta Research Afp Auto

TA（主题分析）研究全流程全自动AFP工作流协调器。无需用户逐步确认，系统自主完成全部12个检查点，遇到卡点自动处理或跳过，最终输出完稿清单与决策日志。决策节点（理论定位/叙事结构/标题摘要关键词）依据上下文自动选择最优方案，所有自动决策均记录在最终报告中供研究者审阅。与 ta-research-AFP（逐步确认版）互补：偏好全程参与用 AFP，偏好一键完成用本 skill。触发词："一键完成TA论文""全自动TA研究流程""启动TA自动化工作流" "自动完成主题分析全流程""TA论文一键生成""不需要我确认，自动跑完"。注意：不响应泛化触发词（如"启动AFP""自动写论文"），这些词留给其他工作流。

교육

Problematization

研究问题化工具（Problematization）。将经验现象或笼统兴趣转化为有理论意义的研究问题。执行三重检验：理论对话定位检验、So What 检验、可行性检验。当用户说"我想研究XX""帮我提炼研究问题""这个现象能做研究吗""研究问题怎么写" "选题有没有价值""研究问题太宽/太窄怎么办""帮我问题化"时触发此 skill。注意：这不是帮用户"优化表述"的工具，而是帮用户判断一个现象是否构成研究问题、以及这个研究问题在学术对话中有何位置的深度分析工具。

Literature Review Writer

顶刊论文文献综述（Literature Review）写作工具。根据用户提供的研究选题/研究问题，自动检索真实学术文献，核实文献真实性，并以顶级期刊（如AMJ, ASQ, SMJ, MISQ, OS, JCR, JMR等）的写作标准撰写文献综述部分。采用漏斗型结构，强调文献间的脉络关系、演进趋势和研究空白。当用户提到需要写文献综述/literature review、提供研究选题/研究方向/research topic，或要求以顶刊风格撰写综述时触发此skill。注意：本skill用于写作文献综述，不同于paper-analyzer（用于拆解已有论文）。

생산성 및 통합

Analytic Memo

分析备忘录（Analytical Memo）生成工具。研究者在编码过程中或编码后，直接说出脑子里的想法——一个编码、一段资料、一个困惑、一个"这里有什么"的感觉—— skill 自动生成结构化的分析备忘录并保存为 Markdown 文件到本地。适用于主题分析（TA）、扎根理论（GT）及一切质性研究方法。与 memo-coach 的区别：analytic-memo 由 AI 代写分析内容； memo-coach 由研究者自己写，AI 只负责追问（专用于程序化扎根理论）。当用户提到"写备忘录""记录分析思路""写 memo""分析笔记""帮我记下这个想法" "这个编码有点意思""这里好像有什么""这个值得记录" "这个受访者说的很奇怪"，或在编码/主题分析过程中表达任何需要捕捉的分析直觉时触发。

문서

Pdf Bib Import

将一个文件夹中的多篇 PDF 论文批量提取题录信息（标题、作者、年份、期刊、卷期页码、DOI、摘要），并导入飞书多维表格。当用户需要把一批 PDF 论文的书目信息、题录信息汇总到飞书 Base / 多维表格时触发。关键词：PDF、论文、题录、书目、批量导入、飞书多维表格。

Literature Verifier

Verify the authenticity of literature references and detect hallucinations in both English and Chinese (中文) sources. Use when users need to check if a citation is real, verify a DOI, confirm a paper/article/book exists, cross-check author-title-journal-year metadata, detect fabricated references, validate URLs of online articles, or audit a reference list for accuracy. Covers journal papers, conference papers, preprints, books, monographs, newspaper articles, magazine articles, web articles, dissertations, government documents, and any other published works. Supports Chinese academic databases including CNKI (知网), Wanfang (万方), CQVIP (维普), Baidu Scholar (百度学术), and core journal list verification (北大核心, CSSCI, CSCD).