Run the four paper-quality autoraters from PaperOrchestra (arXiv:2604.05018, App. F.3) — Citation F1 (P0/P1 partition + Precision/Recall/F1), Literature Review Quality (6-axis…
Generate educational comics from academic papers, using visual storytelling to explain core ideas and innovations.
Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says \\\"\u7f16\u8bd1\u8bba\u6587\\\", \\\"compile paper\\\", \\\"build PDF\\\", \\\"\u751f\u6210PDF\\\",…
Optional narrow helper skill for README-first AI repo reproduction. Use only when the README and repository files leave a narrow reproduction-critical gap and the task is to…
证据审校器：基于 paper_notes 或来源包审查直接证据、综合判断、过度推理、benchmark/release/private data/license 风险，并生成中文 evidence_audit。需要把研究内容从“能写”提升到“写得稳”时调用。
对最终选中的论文进行深度精读，从 card.md 中提取结构化字段（sub_field、ID_paradigm、baselines 等）。当 paper-pipeline 编排流程执行到 Step 6（深度精读）时自动触发。
【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。
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…
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…
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
Orchestrate the full PaperOrchestra (Song et al., 2026, arXiv:2604.05018) five-agent pipeline to turn unstructured research materials (idea, experimental log, LaTeX template,…
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:…
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…
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.
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.
Convert academic papers into complete Chinese invention patent application deliverables, including DOCX/PDF application documents, claims, specifications, abstracts, drawing…
Search academic literature via arXiv, Semantic Scholar, and open-access discovery chains. Fetches and parses PDFs for key findings.
Loop 2 of the Three-Loop Integrated Development System. META-SKILL that dynamically compiles Loop 1 plans into agent+skill execution graphs.
Search the web, extract URL content, and run deep research using the Parallel Chat API and Extract API.
Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validi — from…
Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validi — from…
Structured peer review of manuscripts and grants. 7-stage evaluation: initial assessment, section review, statistical rigor, reproducibility, figure integrity, ethics, writing.
AI-powered web search and research using the Perplexity API (Sonar models). Performs deep web research with citations, fact-checking, competitive analysis, market research, and…
Researches phase implementation for planning. Spawned by /gsd:plan-phase or /gsd:research-phase orchestrators.
Expert system for generating comprehensive biomedical phenotype introductions with structured academic content.
Research methods and analytical frameworks for philosophical inquiry and scho...
Use when starting a new academic research project, switching between skills mid-workflow, or needing to know which files connect prisma-review, hybrid-rag, edtech-pilot-design and…
Walk through the 10 canonical pivot types using brain evidence to inform direction. Forces explicit kill criteria for the previous hypothesis before allowing a pivot.
McKinsey-MECE/Pyramid/Hypothesis-Check eines Plans. Trigger durch reviewer-agent und methodology-guard-agent.
Step 2 of the PaperOrchestra pipeline (arXiv:2604.05018). Execute the visualization plan from outline.json — render plots and conceptual diagrams from experimental_log.md and…