LigphiDonk
- 37 skills
- 0 followers
- 8 hours ago last updated
- ▌ Real Literature Trace · ligphidonkUse this skill whenever the user wants to search, verify, screen, compare, or organize real academic papers and return traceable paper addresses or links, especially for literature reviews, core-paper lists, recent papers, high-quality paper screening, CNKI traceability, DOI/publisher pages, Google Scholar discovery, top conference/journal screening, or when the user explicitly asks for “真实文献”, “文献地址”, “可追溯链接”, “核心文献”, “筛选优秀文献”, “国外优秀文献”, or “顶会顶刊”. If the topic is broad or underspecified, use this skill to narrow the scope first before searching.
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- ▌ Research News · ligphidonkDaily paper recommendation workflow — search arXiv and Semantic Scholar, score and recommend papers
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- ▌ Paper Analyzer · ligphidonk bundleDeep analysis of a single paper — generate structured notes with figures, evaluation, and knowledge graph updates
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- ▌ Inno Code Survey · ligphidonk bundleAcquires missing code repositories for the selected idea (Phase A) and conducts comprehensive code survey mapping academic concepts to implementations (Phase B).
- ▌ Ml Paper Writing · ligphidonk bundleWrite publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM.
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- ▌ Inno Deep Research · ligphidonkComprehensive research assistant that synthesizes information from multiple sources with citations.
- ▌ Inno Paper Writing · ligphidonk bundleCreates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style.
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- ▌ Academic Researcher · ligphidonkAcademic research assistant for literature reviews, paper analysis, and scholarly writing.
- ▌ Inno Experiment Dev · ligphidonk bundleCreates implementation plan, writes project code with judge feedback loop, and submits final experiment run.
- ▌ Inno Grant Proposal · ligphidonk bundleHelp professors and researchers write, revise, adapt, and polish grant proposals for US agencies (NSF, NIH, DOE, DARPA, NASA) and Chinese agencies (NSFC 国自然).
- ▌ Inno Paper Reviewer · ligphidonk bundleStructured manuscript/grant review with checklist-based evaluation.
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- ▌ Gemini Deep Research · ligphidonk bundlePerform complex, long-running research tasks using Gemini Deep Research Agent.
- ▌ Inno Idea Generation · ligphidonk bundleFacilitates structured brainstorming sessions, conducts comprehensive research, and generates creative solutions using proven frameworks.
- ▌ Inno Reference Audit · ligphidonk bundleThis skill provides reference guidance for citation verification in academic writing.
- ▌ Inno Pipeline Planner · ligphidonk bundleGuides the user through an interactive conversation to define their research project, then generates research_brief.json and tasks.json.
- ▌ Paper Image Extractor · ligphidonk bundleExtract figures from papers — prioritizes arXiv source package for high-quality images
- ▌ Inno Prepare Resources · ligphidonkLoads the evaluation instance, searches GitHub for related repositories, builds a dataset description, queries the Prepare Agent for reference codebases, and downloads arXiv paper sources.
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- ▌ Inno Experiment Analysis · ligphidonk bundleThis skill should be used when the user asks to "analyze experimental results", "generate results section", "statistical analysis of experiments", "compare model performance", "create results visualization", or mentions connecting experime...
- ▌ Research Idea Convergence · ligphidonk bundleGenerates 2-4 candidate research directions from survey results, presents them with pros/cons for user selection, and converges to a publishable angle.
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- ▌ Literature PDF Ocr Library · ligphidonk bundleSearch traceable academic papers, download legally accessible PDFs from arXiv and open-access sources, convert PDFs or page images to Markdown with a PaddleOCR layout-parsing API (or local pdfminer fallback), and organize the results into an AI-readable literature library. Use when Claude Code needs to build a paper corpus, batch OCR PDFs to Markdown, ingest real literature into a knowledge base, fetch arXiv or Hugging Face paper leads, or turn a directory of papers into structured Markdown plus metadata.
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- ▌ Making Academic Presentations · ligphidonk bundleCreate academic presentation slide decks and optionally demo videos from research papers.
- ▌ Init Analysis · ligphidonkThis skill should be used when the user asks to "run initial analysis", "analyze single-cell data", "QC my data", "run bioinformatics pipeline", "generate analysis report", "explore my dataset", "do exploratory data analysis", "initial data analysis", or needs to perform quality control, dimensionality reduction, clustering, or marker analysis on single-cell biology data (CyTOF, scRNA-seq, flow cytometry, proteomics).