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SkillsMP has collected 52 skills from wentorai/Research-Claw. Open a skill to review its source and details.
Showing 40 of 52 collected skills.
Develop and audit Bi2Te3-family flexible thermoelectric films and devices, including deposition or printing, composition and texture, substrate and interface mechanics, p/n integration, wearable thermal boundaries, bending reliability, metrology, and device…
Engineer and audit GeTe-based thermoelectric materials and devices across defect chemistry, carrier concentration, band and phase engineering, phonon scattering, synthesis, temperature-dependent transport, contacts, diffusion barriers, legs, modules, and…
Route and execute rigorous thermoelectric semiconductor and device research, including field mapping, transport-physics reasoning, literature audits, hypotheses, experiment design, metrology, uncertainty, materials-to-device translation, and failure analysis;…
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.
Workspace file management, git versioning, directory conventions, and CLI execution safety rules for the Research-Claw workspace.
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.
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.
科研文献能力入口：检索、全文、元数据、引文追踪与发现。Use for literature databases, full text, bibliometrics, alerts, and citation networks.
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.
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.
Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize via the rp_* tools pipeline (Scopus + OpenAlex)
Collaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedback
Safely remove intermediate files from completed research sessions while preserving important data
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.
Download a paper PDF/CAJ from CNKI. Requires user to be logged in. Use when user wants to download a specific paper.
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.
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.
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.
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.
Navigate CNKI search result pages (next/previous/specific page) or change sort order. Use when user wants to see more results or change sorting.
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.
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.
Search CNKI (中国知网) for papers by keyword. Use when the user wants to find academic papers on a topic.
Two-stage paper screening - score OpenAlex abstracts, then deep dive into OA full text for specific data extraction
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.
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,…
Scopus relevance search (main) enriched with OpenAlex abstracts and OA links, via the rp_* tools pipeline
Use parallel subagents to scale large reviews, with an honest model of where the speedup actually comes from (LLM reasoning, not API throughput)
Backward (references) and forward (citing papers) traversal via OpenAlex, with relevance filtering and deduplication
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.
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…
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,…
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,…
Generate editable PPTX from documents using local ppt-master pipeline.
Methodical research assistant for exhaustive investigations through systematic research cycles. Best for literature reviews, competitive analysis, trend reports, and comprehensive topic exploration.
Academic writing expert specializing in scholarly papers, literature reviews, research methodology, and thesis writing with strict academic standards.
Fast file-name and content search using fd and ripgrep (rg). Provides efficient file system search capabilities with modern CLI tools.
Image processing workflow guide for format selection, resizing, cropping, compression, metadata, transparency, color profiles, and destination-specific exports. Covers web, social, ecommerce, photography, branding, screenshots, and accessibility.
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.