Yang Ruofeng

Build a paper outline from experiment results and review conclusions. Map claims to evidence, plan sections, figures, and citations, and allocate pages for the target venue, with another model reviewing the outline before it is finalized.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Planning a paper from experiment results
• Mapping research claims to supporting evidence
• Allocating sections and figures within a page limit

Turn a research paper into a conference poster using HTML/CSS and figures from the paper. Check claims against evidence, measure the print layout, and produce a PDF matched to the venue’s required dimensions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Creating a conference poster from a paper
• Redesigning an existing research poster
• Checking poster claims against the original paper

Search academic papers by topic, year, citation count, and free availability. Organize abstracts and publication details into a comparison table, and investigate author affiliations, funding sources, and citation links through OpenAlex.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding papers on a research topic
• Filtering papers available to read for free
• Checking author affiliations and research funding

Create consistent paper figures and comparison tables from experiment data. The skill selects suitable chart types, saves reusable plotting scripts, prepares LaTeX insertion code, and checks rendered figures for readability and comparisons for consistency with the underlying data.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Plot training curves from experiment results
• Create method comparison and ablation tables
• Combine results across datasets into multi-panel figures

Prepare descriptions for supplied patent drawings by identifying components, assigning reference numerals, and mapping them to claim elements. Produce a numeral index and flag missing figures or labels while leaving the original drawings unchanged.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Drafting descriptions for patent drawings
• Organizing component reference numerals across figures
• Checking drawing coverage for claim elements

Understand a single arXiv paper through an AlphaXiv summary, with full text and LaTeX source available when needed. Use it to identify key findings or ask specific questions about methods, experiments, and equations.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Get a quick overview of a paper from its URL
• Check a paper's methods and experimental results
• Ask about equations, proofs, or appendix details

Create a Chinese interview preparation guide for a focused machine learning or LLM topic, with formula derivations, PyTorch implementations, comparison tables, and 25 questions across three difficulty levels. The workflow reviews the content and renders it as HTML.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Preparing for an interview on a specific machine learning topic
• Studying formula derivations alongside PyTorch implementations
• Organizing interview questions by difficulty

Stress-test a paper with a focused rejection argument, then have a separate reviewer assess each objection against the current text. The report identifies unresolved weaknesses, their severity, and priority fixes for submission or rebuttal preparation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Stress-testing a theory paper before submission
• Preparing responses to the strongest reviewer objection
• Checking whether the title overstates the results

Check paper numbers, comparisons, and evaluation scope against raw experiment results. A fresh reviewer from a different model family examines only source evidence, then produces reports identifying rounding issues, inconsistent settings, aggregation errors, and unsupported claims.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Verify paper numbers against raw results before submission
• Recalculate claimed percentage improvements
• Check run counts and experimental settings behind comparisons

Run batches of machine learning experiments on remote GPUs over SSH, varying settings and random seeds. The skill schedules jobs, tracks progress, retries GPU memory failures, and cleans up leftover sessions before starting subsequent batches.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Run experiments across multiple random seeds
• Test combinations of model settings
• Chain teacher training and student distillation

Send experiment results, review scores, and requests for input to Feishu/Lark. Use it manually or from other skills, with one-way notifications or an optional connection that returns approvals, rejections, and written replies.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Receive experiment completion notifications
• Check review scores on Feishu/Lark
• Approve or reject requests from Feishu/Lark

Turn research ideas and literature into a structured funding proposal. Supports KAKENHI and other funding programs, guiding literature positioning, research aims, methods, timelines, and budget justification, with external review to identify weaknesses in the draft.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Drafting a KAKENHI proposal from a research idea
• Explaining gaps relative to literature and funded projects
• Organizing research aims, annual plans, and budget justification

Redirects the retired poster command to `/paper-poster-html`, preserving all supplied arguments. It helps users accustomed to the old command reach the replacement workflow; it no longer runs the former LaTeX poster process.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Using the familiar poster command
• Passing a paper folder or PDF to the replacement workflow
• Checking whether the old poster workflow is retired

Prepare a conference talk from a completed paper, including an outline, Beamer slides, editable PPTX, speaker notes, and a full script. Polish the visuals, check exported files, and optionally audit claims, citations, and anonymity.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Prepare a full conference talk from a completed paper
• Create Beamer slides and an editable PPTX
• Prepare speaker notes, a talk script, and Q&A

Search blogs, documentation, news, and research papers with Exa, retrieving highlights, full text, or summaries alongside results. Filter by date or domain, or use a URL to discover similar pages.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Search beyond academic databases
• Collect page text or summaries with search results
• Find pages similar to a known URL

Analyze ARIS usage logs to propose evidence-based changes to skill instructions, reviewer prompts, and workflow defaults. Receive a report and focused patch proposals, with selected patches staged for a separate application process.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigate recurring workflow failures
• Review defaults that users frequently override
• Identify the current workflow bottleneck

Turn structured JSON into editable SVG diagrams for system architectures, workflows, and pipelines. Specify positions, connections, and groups precisely, reproduce the same output under fixed rendering conditions, and convert figures to PDF for papers.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Creating architecture diagrams for technical papers
• Illustrating workflows and processing pipelines
• Adjusting diagram layouts through JSON specifications

Search arXiv papers by topic or paper ID, review authors and abstracts, and summarize contributions stated in the abstracts. Download selected papers or all search results as PDFs to build a local paper library.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Find arXiv papers on a research topic
• Retrieve details for a known arXiv paper ID
• Download all PDFs from a set of search results

Turn scattered research equations and notes into a structured derivation document. Clarify the target, assumptions, and notation; distinguish exact steps from approximations and interpretations; and report missing conditions or logical gaps when the derivation cannot be supported.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Organize scattered equations into a coherent derivation
• Choose the central quantity for a theory
• Separate exact steps, approximations, and interpretations

Use Gemini to discover research papers through related problems and alternative terminology. Results are organized into a table with publication details, code links, and short summaries, with filters for year, venue, and available code.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Discover papers beyond an exact keyword match
• Find research papers with open-source code
• Find papers from selected years or venues

Draft detailed patent embodiments, descriptions of how to make and use an invention. It organizes components, operating steps, conditions, and alternatives, aligns figure reference numbers, and checks that each claim element has supporting text.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Draft detailed embodiments for a patent specification
• Turn a paper's technical setup into an operating description
• Align component reference numbers with patent figures

Audit research experiments before using their results to support claims. An independent model checks reference data, metric calculations, result files, and evaluation scope, producing reports with evidence, findings, and specific actions to address concerns.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Verify the source of reference data
• Check score normalization and metric calculations
• Match paper claims against saved results

Turn a rough invention idea into a structured disclosure for patent preparation. Organize the technical problem, mechanism, and benefits, distinguish essential and optional features, and plan claims—the scope of protection sought—and supporting drawings.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turning a rough invention idea into a disclosure
• Separating core features from supporting features
• Planning claim dependencies and supporting drawings

Format existing patent claims, descriptions, and abstracts for China, the United States, or Europe. Produce jurisdiction-specific document sets in Markdown or Word, checking numbering, reference signs, language, and abstract length without changing technical claim content.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Formatting existing patent drafts for CN, US, or EP
• Generating all three jurisdiction formats together
• Preparing Word documents from patent draft sections