wentorai

Export paper from CNKI and push to Zotero, or save as RIS file. Use when user wants to save a paper to Zotero or export citation data.

Search CNKI (中国知网) for papers by keyword. Use when the user wants to find academic papers on a topic.

Fast file-name and content search using fd and ripgrep (rg). Provides efficient file system search capabilities with modern CLI tools.

Four-phase iterative protocol for academic writing and document production. Covers outline → draft → self-review → polish with Stop Points, material supplementation loops, version comparison, and mechanical self-check. Includes IMRaD, LaTeX, docx/markdown, citation formatting, and md2pdf.

Standard operating procedure for research experiments, data analysis, and visualization. Covers Python/R script execution, statistical analysis, data wrangling (pandas/tidyverse), publication-quality figures (matplotlib/plotly/ggplot2), and experiment reproducibility.

Generate editable PPTX from documents using local ppt-master pipeline.

Standard operating procedure for academic literature search. Covers local library search, 18 academic database APIs (L1), web_fetch direct access (L1.5), browser RPA for CNKI/Google Scholar (L2), and optional API services (L3). Includes domain routing, recency protocol, search iteration protocol (evaluate → refine → re-search up to 3 rounds), and Zotero/EndNote import bridges.

Standard operating procedure for research survey and project execution. Covers deep reading methodology, information synthesis, paper evaluation, citation integrity, cross-module coordination (Library↔Tasks↔Workspace↔Monitor), and research project lifecycle (Phase 2-4).

Access Wentor platform academic services — paper Q&A search, structured paper search, and AI figure generation. Requires a Wentor API token.

Reference for using OpenAI Codex CLI to handle complex coding tasks. Use when Research-Claw needs to delegate multi-file projects, iterative debugging, or complex code generation to a specialized AI coding tool. Trigger words: codex, coding CLI, delegate coding, complex project.

科研分析能力入口：统计、因果推断、数据清洗与可视化。Use for statistics, econometrics, wrangling, causal inference, charts, and publication figures.

10 econometrics skills. Trigger: causal analysis, regression models, treatment effects, panel data. Design: method-centric guides with R/Python code and diagnostic tests.

科研学科能力入口：医学、生命科学、理工、社科与人文。Use for domain-specific databases, methods, terminology, compliance, and research workflows.

科研方法能力入口：研究设计、系统综述、证据评价、同行评议与基金。Use for methodology, deep research, reviews, evidence grading, and funding.

科研写作能力入口：论文结构、润色、引用、LaTeX 与投稿模板。Use for academic composition, editing, citation styles, typesetting, and venues.

12 research methodology skills. Trigger: study design, methodology selection, scientific reasoning, mentoring. Design: rigorous methods frameworks covering qualitative, quantitative, and mixed approaches.

Methodical research assistant for exhaustive investigations through systematic research cycles. Best for literature reviews, competitive analysis, trend reports, and comprehensive topic exploration.

Use parallel subagents to scale large reviews, with an honest model of where the speedup actually comes from (LLM reasoning, not API throughput)

9 academic writing skills. Trigger: writing paper sections, structuring arguments, academic prose. Design: section-by-section guides (abstract, intro, methods, discussion) with templates.

科研工具能力入口：文档解析、OCR、知识图谱、代码执行与数据采集。Use for research software, diagrams, scraping, notebooks, OCR, and graphs.

Perform advanced search on CNKI with field filters like author, title, journal, date range, source category (SCI/EI/CSSCI/北大核心). Use when user needs precise filtered search beyond simple keywords.

Search academic papers (OpenAlex no-key by default, or Scopus with a built-in key) and download full-text PDFs concurrently — OA direct link → Unpaywall → Sci-Hub fallback (on by default). Quantity-aware and latest-aware.

Scopus relevance search (main) enriched with OpenAlex abstracts and OA links, via the rp_* tools pipeline

Backward (references) and forward (citing papers) traversal via OpenAlex, with relevance filtering and deduplication

Search for journals/publications on CNKI by name, ISSN, CN, or sponsor. Use when the user wants to find a specific journal or browse publications.

Navigate CNKI search result pages (next/previous/specific page) or change sort order. Use when user wants to see more results or change sorting.

Integration of 17 search engines for web crawling without API keys. Includes 8 domestic (Baidu, Bing CN, 360, Sogou, WeChat, Toutiao, Jisilu) and 9 international engines (Google, DuckDuckGo, Yahoo, Startpage, Brave, Ecosia, Qwant, WolframAlpha).

Query journal indexing/inclusion status on CNKI - check which databases include a journal (北大核心, CSSCI, CSCD, SCI, EI, etc.), get impact factors and evaluation data. Use when user asks about a journal's level, indexing, or ranking.

Parse current CNKI search results page into structured paper data (title, authors, journal, date, citations). Use after a search has been performed and you need to extract the results.

Convert Office documents (PPTX, DOCX, XLSX, PDF, HTML, CSV, JSON, XML, images) to Markdown using Microsoft MarkItDown. Provides the agent with conversion strategies for academic and research workflows.

Extract full paper details from a CNKI paper page including title, authors, affiliations, abstract, keywords, fund, classification. Use when the user needs detailed information about a specific paper.

Generate zero-dependency HTML presentations that run entirely in the browser. Zero npm, no build tools. Includes presentation mode and edit mode.

Academic writing expert specializing in scholarly papers, literature reviews, research methodology, and thesis writing with strict academic standards.

Browse journal issues, view table of contents, and download original TOC PDF from CNKI. Use when user wants to see papers in a specific journal issue or download the original cover/TOC pages.

Concrete citation format templates for 6 major academic styles: APA 7th, IEEE, Harvard, MLA 9th, Chicago 17th, and GB/T 7714-2015. Provides copy-paste-ready patterns with field placeholders for journal articles, books, conference papers, and more.

Read, search, and manage email via IMAP protocol. Send email via SMTP. Supports Gmail, Outlook, 163.com, 126.com, QQ Mail, and any standard IMAP/SMTP server with multi-account support.

Configuration, troubleshooting, and operational guide for Research-Claw IM channels (Telegram, Discord, WeChat, Feishu, Slack, WhatsApp). Covers dashboard UI flow, bot token setup, QR login, config.patch restart behavior, enable/disable/delete, common errors (401, ABI, plugins.allow), and diagnostic procedures.

Download a paper PDF/CAJ from CNKI. Requires user to be logged in. Use when user wants to download a specific paper.

Convert Markdown files to PDF, PNG, or JPEG using headless Chrome (Puppeteer), following the same methodology as VS Code's Markdown Preview Enhanced extension. Use this skill whenever the user asks to: export/convert/render markdown to PDF or image, generate a printable document from .md files, create publication-ready PDFs from markdown, set up a markdown-to-PDF pipeline, or install/configure the Node.js + Puppeteer + Chrome environment needed for headless rendering. Also trigger when the user mentions "md2pdf", "markdown export", "puppeteer PDF", "headless chrome PDF", "crossnote", "mume", or wants WYSIWYG-quality PDF output from markdown source files. This skill covers both environment setup AND the actual conversion process.

Workspace file management, git versioning, directory conventions, and CLI execution safety rules for the Research-Claw workspace.

Reference for using OpenCode CLI to handle complex coding tasks. Use when Research-Claw needs to delegate multi-file projects, code generation, or iterative debugging to a multi-provider AI coding tool. Trigger words: opencode, coding CLI, delegate coding, multi-provider agent.

JSON schema reference for 6 structured output card types used by the Research-Claw dashboard: paper_card, task_card, progress_card, approval_card, file_card, monitor_digest. Read this before outputting any structured card for the first time in a session.

Standard operating procedure for academic figure generation. Four rendering engines: Python (data viz), Mermaid (flowcharts), AI Image via NanoBanana/OpenRouter (complex diagrams), SVG (vector). Includes engine selection decision tree, ReAct self-correction, NanoBanana configuration, environment detection, and academic style rules.