academic-paper-review
Use this skill when the user requests to review, analyze, critique, or summarize academic…
A skill ships inside a plugin. Install the plugin, and a skill that gets Auto-invokedWhat is this?This plugin ships a FLOW.md router the engine fires, so the matching skill runs itself. No slash command to remember.Learn how → runs itself when your prompt calls for it.
40,063 skills across 2,406 plugins. 1,623 of them fire as you prompt.
Use this skill when the user requests to review, analyze, critique, or summarize academic…
Generate a personalized SOUL.md through a warm, adaptive onboarding conversation. Trigger…
Search literature across sources, verify or manage citations, and build MeSH strategies or…
Find and verify Nature/CNS-family literature supporting manuscript claims, with…
Draft or audit manuscript Data/Code Availability statements, dataset access routes,…
Perform advanced Google Scholar search with filters - author, journal, date range, exact…
Find papers that cite a given Google Scholar paper. Tracks citation chains using data-cid…
Export Google Scholar paper(s) to Zotero via BibTeX. Gets citation data from Google Scholar's…
Rigor Explore compatible skill slug for meaningful and potentially novel deep learning…
Rigor Reproduce compatible skill slug for README-first deep learning repository reproduction.…
Rigor Analyze / Rigor Audit read-only skill for deep learning research repositories. Use when…
Build production-ready Tavily integrations with best practices baked in. Reference…
Set up, authenticate, update, troubleshoot, or choose between Tavily CLI web commands. Use…
Crawl websites and extract content from multiple pages via the Tavily CLI. Use this skill…
Use this skill for creating or refining an academic slide deck and the talk built around it:…
Manages persistent research memory across ideation and experimentation cycles. Maintains two…
Use this skill whenever the user submits a non-trivial mathematical claim that needs a…
验证研究报告中所有声明的引用准确性、来源质量和格式规范性。确保每个事实性声明都有可验证的来源,并提供来源质量评级。当最终确定研究报告、审查他人研究、发布或分享研究之前使用此技能。
Graph of Thoughts (GoT) Controller - 管理研究图状态,执行图操作(Generate, Aggregate, Refine,…
将原始研究问题细化为结构化的深度研究任务。通过提问澄清需求,生成符合 OpenAI/Google Deep Research 标准的结构化提示词,完全替代 ChatGPT…
Design algorithms with LaTeX pseudocode and UML diagrams. Generate algorithmic environments,…
Decompose research ideas into atomic, self-contained concepts with bidirectional math-code…
Make every number in the final PDF traceable to the exact code line that produced it. Uses…
USE FOR AI-grounded answers via OpenAI-compatible /chat/completions. Two modes: single-search…
USE FOR web search, research, RAG, grounding, browse, find, lookups, fact-checking,…
USE FOR image search. Returns images with title, source URL, thumbnail. Supports SafeSearch…
This skill should be used when the user wants to visualize data. It intelligently selects the…
Interact with DeerFlow AI agent platform via its HTTP API. Use this skill when the user wants…
Use this skill when the user requests to generate, create, or improve documentation for code,…
Use when a user needs lawful academic full text, CNKI institutional access, English OA…
标准化实验日志记录——直接上传或读取本地图片、语音和文字,产出带 YAML frontmatter 的 Markdown;可选集成飞书 CLI 与 Obsidian。
Create, revise, audit, and export manuscript scientific figures in Python or R. Use for…
Get full-text access links for a Google Scholar paper - PDF, DOI, Sci-Hub, and publisher…
Navigate Google Scholar search result pages. Use when user wants to see more results or go to…
Search Google Scholar for academic papers by keywords. Returns results with title, authors,…
Rigor Setup skill for README-first deep learning repo reproduction. Use when the task is…
Rigor Improve implementation leaf skill for auditable candidate implementation in deep…
Rigor Improve / Rigor Explore run leaf skill for bounded exploratory evidence in deep…
Programmatic Tavily search with context isolation. Use when web search or extraction will…
Extract clean markdown or text content from specific URLs via the Tavily CLI. Use this skill…
Discover and list all URLs on a website without extracting content, via the Tavily CLI. Use…
Use this skill when the user wants to debug, diagnose, or systematically iterate on an…
Iterative code refinement through plan → code → evaluate → refine cycles. Runs lint checks…
Guides structured 4-stage experiment execution with attempt budgets and gate conditions:…
执行完整的 7 阶段深度研究流程。接收结构化研究任务,自动部署多个并行研究智能体,生成带完整引用的综合研究报告。当用户有结构化的研究提示词时使用此技能。
股票投资调研问题细化技能。将用户提供的股票名称/代码细化为结构化的8阶段投资尽调指令。通过提问澄清投资风格(价值/成长/困境反转)、持有周期(短/中/长线)、风险偏好、研究重点,生成符合专…
股票投资调研执行引擎,执行8阶段投资尽调流程。接收stock-question-refiner生成的结构化调研指令,部署多智能体并行研究,生成带引用的投资尽调报告。覆盖:公司事实底座、行业…
Manage BibTeX citations for LaTeX papers. Harvest missing citations from a draft using…
Debug experiment code with structured error analysis. Categorize errors, apply targeted fixes…
Generate statistical analysis code with 4-round review. Select appropriate statistical tests,…
USE FOR RAG/LLM grounding. Returns pre-extracted web content (text, tables, code) optimized…
USE FOR getting AI-generated POI text descriptions. Requires POI IDs from local-place-search,…
USE FOR finding places in the physical world - businesses, POIs, street addresses, cities and…
Use this skill when the user requests to generate, create, or write professional research…
Use this skill when the user uploads Excel (.xlsx/.xls) or CSV files and wants to perform…
Use this skill instead of WebSearch for ANY question requiring web research. Trigger on…
Reconstruct slide images, screenshots, scanned PDFs, or image-only PPTX files as object-level…
Complete automated literature discovery pipeline: multi-source search → six-dimension scoring…
Build a structured deep-reading Paper Card for one scientific paper, analysing methods,…
Rigor Run skill for README-first deep learning repo reproduction. Use when the task is…
Rigor Paper Context helper for README-first deep learning repo reproduction. Use only when…
Rigor Intake helper for README-first deep learning repo reproduction. Use when the task is…
Conduct comprehensive AI-powered research with citations via the Tavily CLI. Use this skill…
Search the web with LLM-optimized results via the Tavily CLI. Use this skill when the user…
Generate professional presentation slides and high-quality illustrations using Gemini image…
Use this skill to produce standalone, publication-ready PNG graphics and reproducible…
Map the genealogical lineage and historical progression of a research field. Visualize how…
将多个研究智能体的发现综合成连贯、结构化的研究报告。解决矛盾、提取共识、创建统一叙述。当多个研究智能体完成研究、需要将发现组合成统一报告、发现之间存在矛盾时使用此技能。
Conduct systematic academic literature reviews in 6 phases, producing structured notes, a…
Programmatic canvas toolkit for creating, editing, and refining Excalidraw diagrams via MCP…
Write ML experiment code with iterative improvement. Generate training/evaluation pipelines,…
USE FOR getting local business/POI details. Requires POI IDs from local-place-search, or from…
USE FOR news search. Returns news articles with title, URL, description, age, thumbnail,…
USE FOR spell correction. Returns corrected query if misspelled. Most search endpoints have…
Helps users discover and install agent skills when they ask questions like "how do I do X",…
Create distinctive, production-grade frontend interfaces with high design quality. Use this…
Conduct multi-round deep research on any GitHub Repo. Use when users request comprehensive…
Turn research papers or inventor materials into evidence-grounded Chinese invention patent…
Create or improve a Chinese academic PPTX from a scientific paper or research reading notes,…
Polish, translate, or tighten existing academic prose while preserving facts, terminology,…
Rigor Train skill for deep learning research repositories. Use when a documented or selected…
Rigor Debug / Rigor Audit skill for deep learning research work. Use when the user pastes a…
Find and read academic papers (S2 + arXiv). Disambiguate ambiguous queries, search by keyword…
Guides pre-writing planning for academic papers with 4 structured steps: story design…
Guides writing effective rebuttals after receiving peer review feedback. Covers review…
Design experiment plans with progressive stages — initial implementation, baseline tuning,…
Generate publication-quality scientific figures using matplotlib/seaborn with a three-phase…
Explore and analyze GitHub repositories related to a research topic. Reads deep-research…
USE FOR query autocomplete/suggestions. Fast (<100ms). Returns suggested queries as user…
USE FOR video search. Returns videos with title, URL, thumbnail, duration, view count,…
USE FOR web search. Returns ranked results with snippets, URLs, thumbnails. Supports…
Use this skill when the user requests to generate, create, imagine, or visualize images…
Use this skill when the user requests to generate, create, compose, or produce music or songs…
Compose, revise, or audit research proposals, opening reports, and research plans from…
Create source-grounded Chinese-English paper readers with aligned text, figures, tables, and…
对学术文献逐条执行多源交叉验证,逐字段对比作者、标题、年份、卷期、页码, 标记卷年/DOI年冲突、作者顺序异常、页码偏差等问题,输出结构化验证报告。…
Guides self-review of YOUR OWN academic paper before submission with adversarial…
Guides writing academic papers section by section using an 11-step workflow with LaTeX…
End-to-end research ideation pipeline: literature grounding → multi-track idea generation (3…
Generate novel research ideas with iterative refinement and novelty checking against…
Handle LaTeX formatting, templates, and styling for academic papers. Set up conference…
Conduct comprehensive literature reviews using multi-perspective dialogue simulation.…
Use this skill when the user requests to generate, create, write, or draft a newsletter,…
Fixture for truncated package review. Invoke only in skill-reviewer calibration.
Use this skill when the user requests to generate, create, or produce podcasts from text…
Draft, audit, or revise responses to peer review, revision cover letters, and…
Provide evidence-grounded mock peer review of scientific manuscripts or excerpts, covering…
Internal shared-reference support package for installed Nature Skills, including…
Generates structured literature survey reports from collected papers using a multi-stage…
Search academic literature using Semantic Scholar, arXiv, and OpenAlex APIs. Returns…
Formal mathematical reasoning for research papers — derive equations, write proofs, formalize…
Assess research idea novelty through systematic literature search. Multi-round…
Use this skill when the user requests to generate, create, or make presentations (PPT/PPTX).…
Demonstrates unsafe review data. Invoke only in reviewer prompt-injection calibration tests.
Reviews a single Markdown troubleshooting note for clarity. Invoke when the user asks to…
Audit or improve manuscript statistical reporting, including experimental units, replication,…
Draft or restructure scientific manuscript arguments, sections, and initial-submission…
Orchestrate the full paper pipeline end-to-end. Manage state propagation between phases…
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