Topic: agentic-search
36 skills in this topic.
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document
Generate and inspect Office documents (DOCX, PPTX, XLSX). Generate by writing Python scripts that call python-docx, python-pptx, and openpyxl APIs directly. Inspect with `scholaraio document inspect` to verify layout, content, and catch issues (overflow, missing elements). Use when the user wants to create Word reports, PowerPoint presentations, Excel data sheets, or inspect any Office document.
ZimoLiao/scholaraio 332
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draw
Generate diagrams and vector graphics. Supports Mermaid (flowcharts, sequence diagrams, ER diagrams, Gantt charts, mind maps) via mermaid-py, and custom vector graphics (shapes, text, gradients, layers) via cli-anything-inkscape. Outputs PNG/SVG/PDF to workspace/. Use when the user wants to visualize workflows, architecture, data relationships, research timelines, concept maps, or create polished figures for papers.
ZimoLiao/scholaraio 332
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enrich
Enrich paper metadata using LLM extraction. Extract table of contents (TOC), conclusions (L3), and backfill abstracts. Use when the user wants to extract conclusions, build TOC, or backfill missing abstracts. For citation count updates, see the /citations skill.
ZimoLiao/scholaraio 332
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explore
Explore literature by fetching papers from OpenAlex with multi-dimensional filters (ISSN, concept, author, institution, keyword, etc.), building local embeddings, running BERTopic clustering, and multi-mode search (semantic/keyword/unified). Data is isolated in data/explore/<name>/. Use when the user wants to survey a journal, explore a research field, analyze an author's output, or do landscape analysis.
ZimoLiao/scholaraio 332
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export
Export papers from the knowledge base to standard citation formats (BibTeX, RIS, Markdown reference list) or export any Markdown content as a Word DOCX file. Supports exporting all papers, specific papers, or filtered by year/journal. Use when the user needs citation files, wants to import into Zotero/Endnote/Mendeley, needs a reference list for writing, or wants to share a document as Word.
ZimoLiao/scholaraio 332
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graph
Query citation graphs — view a paper's references, find which papers cite it, and analyze shared references between multiple papers. Use when the user asks about citation relationships, reference overlap, or bibliographic connections.
ZimoLiao/scholaraio 332
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gromacs
Use when working on biomolecular molecular dynamics with GROMACS, especially system setup, equilibration, production runs, trajectory analysis, or MM/PBSA-style post-processing.
ZimoLiao/scholaraio 332
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import
Import papers from external reference managers (Endnote XML/RIS, Zotero Web API or local SQLite), or attach a PDF to an existing paper. Handles PDF matching, MinerU conversion, metadata enrichment, and index updates. Use when the user wants to import their existing library from Zotero, Endnote, attach/add a PDF to a paper, or supplement a paper with its PDF.
ZimoLiao/scholaraio 332
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index
Rebuild FTS5 full-text search index or FAISS semantic vector index. Use when the user wants to update or rebuild search indexes after metadata changes.
ZimoLiao/scholaraio 332
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ingest
Use when the user wants to process new papers, patents, theses, documents, or proceedings from inbox into the knowledge base, run the ingest pipeline, or rebuild indexes.
ZimoLiao/scholaraio 332
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docx
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks
modelscope/ms-agent 4,119
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pdf
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
modelscope/ms-agent 4,119