Read local PDFs to extract and verify exact numbers (counts, percentages, tables, figure captions) for papers/questions in this repository. Use this when asked to “read a PDF”, “extract results from the paper”, “verify a statistic”, or “find the exact wording in the paper”.
Summarize long documents with key points and abstracts. Use when creating executive summaries or condensing content.
Prepares PDF books for LLM analysis. Creates analysis-ready chunks through TOC-based splitting and markdown conversion while preventing Context Overflow. Use when you need PDF book analysis, chapter-based splitting, or markdown conversion.
Navigate index.md files generated by the catalogador tool to identify the minimal set of documents or sections to read. Use this skill when exploring directories that contain index.md files, when attempting to read documentation in indexed folders, or when optimizing context usage by reading only relevant sections instead of entire documents.
Library of Recursive Language Model analysis patterns. Reference when designing analysis strategies for large documents.
Quality auditor for Source Library. Prioritizes verifying original language texts (not modern translations), auditing metadata accuracy against title pages, USTC alignment, and translation quality. Use for systematic quality control or to identify modern translations that should be replaced with originals.
Détection et analyse d'ambiguïtés dans les documents pédagogiques (énoncés de TP, consignes, grilles d'évaluation, instructions). Identifie les passages nécessitant clarification et génère un tableau de révision séquentiel. Utiliser quand l'utilisateur demande de réviser, clarifier, améliorer, identifier les ambiguïtés, ou analyser la clarté d'un document pédagogique. Formats supportés - texte, DOCX, PDF, MD, PPTX, images avec texte. Ne PAS utiliser pour révision linguistique OQLF.
Generate regional analysis document templates for paleoseismic research. Use when starting analysis of a new cave or event, creating standardized documentation. Triggers on "new regional doc", "create analysis", "template for", "document cave".
Transcribe handwritten multi-source research notes from reMarkable PDFs or paper photos. Trigger phrase "process deep dive notes". Handles research compilations with multiple sources per document. Converts handwriting to markdown, applies formatting conventions, generates metadata, creates AI summaries, and appends quotes to a central quotes file. Notes may be in Czech or English.
Extract and catalog illustrations from historical books using AI vision. Generates rich metadata (subjects, figures, symbols, style, technique) and museum-style descriptions. Use when asked to extract images, run image detection, or process book illustrations.
Intelligent partial document reading for large files. Use when asked to find information in documents, search PDFs, extract content from large files, or when you need to answer questions about documents that may be too large to read entirely. Triggers on "read document", "find in document", "search PDF", "extract from", "docling", or when working with .docling.json files.
Create a DOI-ready scholarly edition of a translated book. Use when asked to publish, create an edition, mint a DOI, or prepare a book for scholarly publication. Generates front matter, creates versioned editions, builds EPUBs, and mints DOIs via Zenodo.
Comprehensive guide for AI agent when it is requested to perform following tasks: (1) Summarize text, (2) Sentiment analysis, (3) Translate test in full length.
PDFや論文タイトルから論文情報を調べ、Microsoft Wordの引用管理機能（資料文献）にコピペできる形式で出力する。対応種類：論文/レポート、書籍、雑誌/定期刊行物の記事（ジャーナル）、Webサイト。「論文を引用形式に変換」「参考文献をWordフォーマットに」「この論文の引用情報を取得」「PDFから引用情報を抽出」「ジャーナル論文をWord形式に」などの依頼時に使用。
Extract structured information from integrated circuit and component datasheets (PDF files or URLs) and generate consistent markdown summaries. Use when the user requests to extract, summarize, analyze, or document information from IC/component datasheets, or when they provide a datasheet and want structured documentation. Triggers on phrases like "extract this datasheet", "summarize this datasheet", "analyze [component name]", "document this IC", or when working with datasheets for hardware design.
Systematic documentation review following document-writer principles. Use when user requests documentation review, quality check, or principle compliance verification.
Learn and answer questions from any framework documentstion website quickly and accurately. Crawls a docs site from a seed URL, builds a lightweight URL index (titles/headings/snippets), BM25-ranks pages for a user's question, then fetehces and converts only the top-k pages to clean markdown for grounded answers with source links. Use when a user shares a docs URL and asks "how do I..", "where is..", "explain..", "OAuth/auth", "errors", "configuration" or "API usage"
Generate structured LaTeX exam cheat sheets from course materials. Extracts key concepts, definitions, formulas from PDFs, Jupyter notebooks, and markdown files. Compiles to PDF with error checking.
Use when extracting structured data from medical research PDFs, parsing study characteristics, patient demographics, outcomes, and results. Invoke for systematic review data collection from papers.
Index and search project documentation with semantic similarity. Use when you need to find relevant documentation, check if docs are indexed, or link documentation to code entities.
Generate structured chapter outlines for books with plot points, character arcs, word counts, and pacing notes. Use when planning book chapters, structuring narratives, or organizing story flow.
Extracts wine awards from PDF documents. Use when importing competition results, processing wine ratings, or when user mentions "extract awards", "parse awards PDF", "import competition results", or "process wine ratings booklet".
Translate, polish, restructure, and validate academic papers for IEEE publications. Strict adherence to IEEE style, academic tone, and formatting rules.
This skill should be used when docs-researcher agent needs guidance on "how to search documentation", "WebSearch query patterns", "filtering search results", "documentation research strategy", or "creating knowledge files". Provides systematic methodology for effective technical documentation research.
