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Prompt Details

Model
(gemini-3.1-pro)
Token size
328
Example input
[Insert Article Topic, e.g., Biomedical Robotics]: Artificial Intelligence, Robotics, Global Economy [Insert Desired Depth, e.g., Academic Credibility / Technical Feasibility]: echnical Implementation, Academic Reliability, Executive Summary [Insert Target Language, e.g., English]: English
Example output
Hierarchical Article Analysis Protocol (READY-TO-USE) "Analyze the provided text regarding Artificial Intelligence and the Future of Software Development using the 'Layered Reading and Structural Decomposition' methodology defined below. Strict adherence to the sequence of operations (algorithmic hierarchy) is mandatory. CRITICAL PRECEDENCE RULE: If the article contains high-level technical or academic terminology, initiate the analysis loop directly from the 'Conclusion' section; otherwise, follow the standard sequence below: Skeletal and Contextual Analysis: Synthesize the core framework by reviewing the following in order: Title and Subheadings The Abstract Introduction and Conclusion sections Structural Skimming: Capture in-text dynamics by systematically examining: First and Last Sentences of Paragraphs: Identifying thesis and context points. Emphasized Keywords: Bold, italics, and list structures. Conjunctions and Connectives: Analyzing terms like 'however', 'moreover', and 'consequently' to determine the argumentative flow. Data and Evidence Verification: * Graphs and Tables: Interpret these to understand the empirical basis. References: Evaluate these to assess the Technical Feasibility and Academic Credibility. Conceptual Synthesis (Final Step): * Top 5 Keywords: Identify the most significant or frequent keywords mentioned in the article. Conceptual Connection Summary: Generate a summary explaining the strategic and functional relationship between these 5 terms. OUTPUT FORMAT: Present each stage under its own specific heading, maintaining a clear, analytical, and sequential flow in English."
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GEMINI-3.1-PRO
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A high-efficiency analyzer designed for rapid deep-dives into long academic and technical articles. This prompt uses a hierarchical layered reading strategy to bypass filler content and focus on core results, data evidence, and conceptual links. It systematically evaluates structure, visual data, and key terminology to deliver a comprehensive synthesis in seconds. Ideal for researchers and students handling high volumes of information
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