Use this when the user wants to turn a paper-style form PDF (e.g., an Excel workbook exported as PDF, or a scanned/digital form with merged cells and presentation-heavy layout)…
【兼容旧入口】旧的文献扩展 skill。默认改用 literature-scout-zh：基于 context_brief 或主题问题扩展论文、benchmark、dataset page 与官方来源，并生成 evidence_map、方向聚类和支持/矛盾线索。只有兼容历史调用时才直接使用本 skill。
Quality-driven feedback loop that pushes a paper draft toward genuinely strong A+ through two independent evaluator agents (Reviewer Simulator, Persuasion Analyst).
Use when the user wants to download a paper PDF from a DOI (or title, resolved to a DOI first). Tries Unpaywall, arXiv, bioRxiv/medRxiv, PubMed Central, Semantic Scholar, and…
Use when the user provides a research paper screenshot, title, arXiv/OpenReview/publisher/project URL, or article excerpt and wants Codex to identify the paper, download and…
Generate publication-quality figures and tables from experiment results. Use when user says \"画图\", \"作图\", \"generate figures\", \"paper figures\", or needs plots for a paper.
Generate publication-quality AI illustrations for academic papers using Gemini image generation. Creates architecture diagrams, method illustrations with Codex-supervised…
List the project's paper reading history organized by relevance, topic tag, and read/unread status, and flag gaps relative to the project methodology.
Ingest new papers with automatic summarization, key finding extraction, and connection mapping. Add papers from arXiv, PDF, or URL.
深度解读学术论文，将论文 PDF（文件或 URL）转化为通俗易懂、图文并茂的 Markdown 解读文档，保存到项目的 markdown/ 目录。触发条件：用户上传或提供论文 PDF、提到"解读论文"/"读论文"/"分析这篇论文"/"帮我看这篇 paper"，或任何需要深入理解一篇学术论文的场景。即使用户只说"帮我看这个 PDF"但内容是论文，也应使用本…
将论文分析结果沉淀到知识库（paper_index.json），检测论文关联关系，并基于跨论文洞察生成研究 Idea 提案。当 paper-pipeline 编排流程执行到 Step 6.8（知识沉淀）时自动触发。
Search 10 academic paper databases via REST APIs for research papers, preprints, and scholarly articles.
Papier aus Pflanzenfasern von Hand herstellen — Fasergewinnung, Pulpenherstellung, Blattbildung mit Schoepfrahmen und Deckel, Pressen und Trocknen.
Fluxo bidirecional Paper MCP: Claude Code cria designs no Paper e implementa frontend a partir deles
Fetch paper metadata by title or arXiv/DOI link, create a deep structured summary, and post it as a Notion page.
Orchestrate the full PaperOrchestra (Song et al., 2026, arXiv:2604.05018) five-agent pipeline to turn unstructured research materials (idea, experimental log, LaTeX template,…
Academic-paper editing for Overleaf-synced LaTeX projects (ML / CS / arxiv submissions). Invoke when the user wants to pull / edit / review / polish a paper section (abstract,…
Translates the key findings of a scientific paper — abstract, methods, and conclusions — into clear, accurate plain English that any reader can understand without specialist…
Generate a structured paper outline from review conclusions and experiment results. Use when user says \"写大纲\", \"paper outline\", \"plan the paper\", \"论文规划\", or wants to create…
학술 논문에 대한 Q&A 문서를 작성하고, SVG 다이어그램 + Stable Diffusion 이미지를 포함한 자체 완결형 HTML로 빌드합니다.
帮助中文母语者阅读英文学术论文的专业助手。支持 PDF、Markdown、LaTeX 源码、截图等多种输入格式。 提供论文速览、逐节精读、公式拆解、图表解读、术语中英对照、批判性分析等功能。 自动联网搜索论文引用的其他文献补充上下文。可将阅读笔记输出为 Markdown 文件。 TRIGGER when:…
Systematic paper/article reading with narrative-driven approach. Use when: user wants to read a paper, article, blog post, Twitter thread, or any text-based external input.
Extracts text from PDF files and generates 3 thought-provoking questions that explore the study in depth. Supports direct PDF file processing and integration with OpenClaw.
评估论文关联的代码仓库质量（GitHub stars、语言、集成成本等）。当 paper-pipeline 编排流程执行到 Step 6.5（代码评估）时自动触发。
Systematic methodology for reproducing published academic papers using provided data. Use when the user asks to reproduce, replicate, or verify results from a published paper,…
Use when reviewing scientific or technical manuscripts, papers, theses, master's theses, dissertations, LaTeX drafts, thesis chapters, or final submission drafts for scientific…
Use when a mostly complete ML conference paper needs self-review, pre-submission QA, camera-ready checking, section-by-section critique, citation-risk inspection, or…
Generate professional slide deck images from academic papers and content. Creates comprehensive outlines with style instructions, auto-detects figures from PDFs, then generates…
Audits PaperSpine outputs for missing artifacts, shallow revisions, logic transfer, unsupported claims, and translation coverage.
Builds a paper or report from materials using the shared PaperSpine research, motivation, and rationale workflow.
Builds a citation support bank for Introduction, Discussion, and background claims.
Reduces AI detection rates via tiered stylistic constraints mapped to real AIGC detection dimensions. Produces a teaching humanize_matrix.md.
Collects PaperSpine workflow options and writes config for flash/pro, scene, language, and inputs.
Handles LaTeX project assembly, figure placement, citations, labels, and compile-safe cleanup.
Researches target requirements, downloads reference materials, learns strong examples, and prepares motivation options.
Rewrites an existing manuscript from confirmed motivation, research, paragraph-level rationale, and evidence.
Produces the complete translation_zh/ package with row-by-row translation of all required artifacts and full-paper translation.
Launches the PaperSpine external terminal configuration UI for Codex and Claude Code.
Checks and updates PaperSpine from GitHub while preserving global config; use for upgrades, latest-version checks, or local reinstall.
Scrum-inspired paper review, revision, and R&R workflow. Handles docx/tex/md/PDF in English or Chinese.
Deterministic PDF-to-markdown paper summarization for papercli workflows. Given one paper PDF or a directory of paper PDFs, produce schema-conformant markdown summaries and…
Convert finished research papers, figures, and author notes into Chinese invention patent application drafts.
Use when the user wants to reproduce a physics paper (or part of one) in this MD framework. Takes a paper PDF/text/idea, walks through a fixed design template, validates against…
Converts research papers into executable skill packages via document conversion, critical analysis, and co-evolutionary refinement.
HuggingFace Daily Papers에서 트렌딩 논문을 수집하여 한줄 요약 리포트를 생성하고, 선택적으로 논문 PDF를 다운로드한다. 트리거: 트렌딩 논문, 인기 논문, paper trending, 최신 논문, 논문 다운로드.
Generates a structured reading tweet from an academic paper (PDF, Word, or Text), highlighting specific product advantages.
Use when the user provides local screenshots, annotated images, or blunt feedback like "this feels wrong" and wants rapid UI iteration.
Daily paper discovery workflow: search arXiv + Semantic Scholar, score, deduplicate, and generate a recommendation note. Also handles individual paper searches by topic.
Draft LaTeX paper section by section from an outline. Use when user says \"写论文\", \"write paper\", \"draft LaTeX\", \"开始写\", or wants to generate LaTeX content from a paper plan.
Workflow 3: Full paper writing pipeline. Orchestrates paper-plan \u2192 paper-figure \u2192 paper-write \u2192 paper-compile \u2192 auto-paper-improvement-loop to go from a…
Reverse-engineer raw materials (Sparse idea, Dense idea, experimental log) from an existing AI research paper to build a benchmark case for evaluating paper-writing pipelines.
Analyzes research papers (PDF/arXiv URL) and converts them into executable code. Automatically activated upon requests for paper replication, algorithm implementation, or research…
Convert academic papers into complete Chinese invention patent application deliverables, including DOCX/PDF application documents, claims, specifications, abstracts, drawing…
Interact with the Paperclip control plane API to manage tasks, coordinate with other agents, and follow company governance.
Use when the user wants to create or update a Chinese deep paper note by driving the external paperflow repository and a local research-notes workspace.
Search academic literature via arXiv, Semantic Scholar, and open-access discovery chains. Fetches and parses PDFs for key findings.
Manage PARA-based personal knowledge management (PKM) systems using Projects, Areas, Resources, and Archives organization method.
Deep research using Parallect.ai (hosted) + prxhub. Before spending compute, search prxhub's public registry for existing research on the topic (free, no account).
Optional vendor skill for Parallel CLI — agent-native web search, extraction, deep research, enrichment, FindAll, and monitoring. Prefer JSON output and non-interactive flows.
Decompose a task into independent concerns and execute them through broadly parallel, specialized agent groups.