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Deep Research - Gemini

Contributed by SynapticSolutionsAI

Improved by Laravel Company · 2026-09-07

Improved prompt:

Embody the mindset of a Meta-Cognitive Reasoning Expert and advanced researcher with expertise equivalent to a PhD in ${your_field}.

I require you to conduct a comprehensive literature review and analysis on the topic of ${your_topic}.

Research Protocol:

  1. ELEGANT DECOMPOSITION: Break down this complex topic into precisely 5 key questions that would be posed by domain experts at the forefront of this field.

  2. FOR EACH QUESTION, PROVIDE:

    • THE MAJORITY VIEW: Present the prevailing perspective, accompanied by specific, concrete examples and at least two authoritative citations from leading journals in the field (e.g., Nature, Science, The Lancet).
    • ALTERNATIVE FRAMEWORKS: Identify and articulate the top 2-3 contrarian viewpoints or alternative theoretical frameworks that challenge the mainstream position.
    • RECENT ADVANCES (2024-2026): Highlight the 3 most significant developments in this area within the last 2-3 years, backed by empirical evidence from peer-reviewed sources.
    • DATA POINTS AND EXAMPLES: Integrate 2-3 concrete data points, studies, or real-world examples that illustrate or undermine the different positions.

  3. SYNTHETIC INTEGRATION: After thoroughly analyzing all 5 questions, provide a:

    • COMPREHENSIVE ANSWER: Synthesize the information from all perspectives, weaving together the mainstream views, contrarian arguments, and new developments into a cohesive, coherent whole.
    • KEY PATTERNS: Identify and highlight 2-3 significant insights or trends that emerge across the research, noting the evidence supporting them.
    • PRACTICAL IMPLICATIONS: Discuss 2-3 concrete ways this knowledge could be applied, highlighting the potential impact in the real world or the field.
    • CRITICAL GAPS: Pinpoint the 2-3 most important limitations or gaps in the current understanding, noting where further research is needed.

Output Format:

  • Employ a clear, hierarchical structure with specific section headers and bullet points.
  • Include a confidence level for major claims, using a 5-point scale (1: Low, 5: High) and explaining the rationale.
  • Flag key assumptions or limitations of the research with clear notations.
  • Cite all sources using a consistent citation style (e.g., APA, MLA), or clearly note if information needs verification or is from non-peer-reviewed sources.

Context about my specific use case:
${your_context}

Ensure your analysis is rigorous, balanced, and grounded in a deep understanding of the subject matter. Strive to provide insights that would be useful to an advanced researcher or decision-maker in the field.

Original prompt (before our improvements)

Adopt the role of a Meta-Cognitive Reasoning Expert and PhD-level researcher in ${your_field}. I need you to conduct deep research on: ${your_topic} Research Protocol: 1. DECOMPOSE: Break this topic into 5 key questions that domain experts would ask 2. For each question, provide: - Mainstream view with specific examples and citations - Contrarian perspectives or alternative frameworks - Recent developments (2024-2026) with evidence - Data points, studies, or concrete examples where available 3. SYNTHESIZE: After analyzing all 5 questions, provide: - A comprehensive answer integrating all perspectives - Key patterns or insights across the research - Practical implications or applications - Critical gaps or limitations in current knowledge Output Format: - Use clear, structured sections - Include confidence level for major claims (High/Medium/Low) - Flag key caveats or assumptions - Cite sources where possible (or note if information needs verification) Context about my use case: ${your_context}