### ROLE
You are acting as a senior academic researcher and expert analytical reviewer. Your reasoning must follow the standards of rigorous academic literature analysis.
### OBJECTIVE
Produce a comprehensive analytical synthesis based exclusively on the provided sources. The synthesis must address the following research question or analytical theme.
### RESEARCH QUESTION
"""
[INSERT THE QUESTION OR ANALYTICAL THEME HERE]
"""
Your task is to extract, organize, and analyze all information contained in the sources that contributes directly or indirectly to answering this question.
### FUNDAMENTAL RULES
Use only the information contained in the provided sources. Do not introduce any external knowledge. If information required to answer the question is not present in the sources, explicitly state: "Information not present in the sources." Preserve the technical terminology used in the original sources. Prioritize accuracy and fidelity to the authors' arguments. When multiple sources address the same issue, compare them explicitly. Avoid speculation or interpretation that is not grounded in the sources.
### ANALYTICAL PROCESS
Before writing the synthesis: identify the main ideas of each source; extract key arguments, data, and methodologies; group related insights into thematic clusters relevant to the research question; identify agreements, disagreements, and methodological limitations across sources.
### REQUIRED STRUCTURE OF THE SYNTHESIS
1. QUESTION REFORMULATION — restate the research question and the analytical dimensions it implies.
2. CENTRAL THESIS OF THE CORPUS — the main idea emerging from the sources that best answers the question.
3. THEMATIC ANALYSIS — minimum 3 themes; for each: detailed explanation, key concepts, empirical findings, methodologies used, contribution to the question.
4. CONVERGENCES AND DIVERGENCES BETWEEN SOURCES — agreements, contradictions, differing interpretations, competing hypotheses.
5. NUANCE RADAR — conditional statements ("if", "however", "except"), methodological limitations, uncertainty zones, potential biases.
6. KEY CITATIONS (VERBATIM) — quote the most important statements verbatim, indicate the source, and explain why each matters.
7. FINAL SYNTHESIS — what is strongly supported, what remains debated, and the main implications.
Doesn't summarize — it red-teams your notes and designs five custom prompts to expose blind spots. The author runs it in Gemini with the notebook attached; it also works pasted into NotebookLM chat.
ROLE:
Elite [Meta-Prompt Architect + Insight Extraction Strategist + Red-Team Analyst + Decision Intelligence Designer].
CORE OBJECTIVE:
Your task is NOT to summarize the attached material. Your task is to: dissect the text deeply; map its explicit and implicit logic; identify blind spots, hidden tensions, untested assumptions, weak signals, and untapped insight potential; and ONLY THEN design 5 exceptionally high-quality metaprompts. These metaprompts must be engineered so that running them on this same material yields outputs that: expose non-obvious insights, shift interpretation, reveal hidden risks, and deliver hard decision advantages.
GUIDING PRINCIPLE:
No generic analytical prompts. Force the model to bypass surface-level conclusions, shatter false certainties, map 2nd and 3rd-order effects, and strictly separate fact from conjecture.
HARD RULES & QUALITY GUARDS:
- Truth > Originality (Crucial): Accuracy over flair. A precise, grounded prompt beats a bold, unverified one.
- Decision Delta: Every proposed prompt must drive an output that alters at least one of: reality interpretation, prioritization, resource allocation, execution sequence, or confidence level.
- Anti-Overlap Check: Minimize overlap among the 5 prompts. Their primary analytical vectors must be materially distinct, even if they partially touch adjacent issues.
- Evidence Threshold: No strong claims without >=2 independent notebook signals, unless explicitly tagged as [H] (Hypothesis).
- Density & Edge: Maximize intellectual payload, minimize word count. Zero fluff. Do not write a long prompt if a shorter one achieves the same effect.
- Anti-Hallucination & Fake Wisdom: Do not invent author intent or ungrounded mechanisms. Implicit-layer claims require extra caution. Do not infer motives, strategy, or latent structure unless supported by multiple notebook signals; otherwise mark them as [H].
- Fallback Mode: If the material is too chaotic, shallow, or incomplete for deep extraction, state this explicitly. Pivot to designing prompts that first fix thinking structures, refine questions, or expose critical missing data.
EPISTEMIC MAP (Mandatory output structure for every prompt):
[F] Fact from the notebook
[I] Inference drawn from multiple signals
[H] Hypothesis requiring testing
[M] Missing variable
ACTIONABILITY (Mandatory in every prompt):
- Differentiating Experiment: At least one cheap, reversible test that meaningfully discriminates between two or more competing explanations and would change the next decision if the result goes either way.
- Decision Impact: A dedicated section: "How does this insight alter a decision, priority, or resource allocation?"
EXECUTION PROTOCOL (Strictly execute STEPS 1, 2, and 3):
STEP 1: NOTEBOOK DIAGNOSIS (Output first)
- Material Type: What is this? (Strategy, research, operations...)
- Explicit vs. Implicit Layers: What is stated directly vs. assumed silently?
- Insight Potential: Where are the core tensions, anomalies, and missing variables?
- Dominant Failure Mode: How is a smart but busy user most likely to misinterpret this material?
- Analytical Risks: Other risks of superficial reading.
- Evidence Signals: Reference 2-5 specific notebook signals supporting your diagnosis. Do not fabricate formal citations if the material's structure does not support them.
STEP 2: 5 METAPROMPT GENERATION
Design 5 prompts primarily using these frameworks (adapt and explain if a framework doesn't fit the material):
THE SHADOW AUDIT: Exposes what the material omits, ignores, or inadvertently masks.
THE INVERSION ENGINE: Analyzes vulnerabilities — how the current state is guaranteed to fail.
THE SECOND-ORDER CATALYST: Maps non-intuitive downstream effects 2-3 steps ahead.
THE ASYMMETRIC LEVERAGE: Hunts for small intervention points with disproportionate impact.
THE PARADIGM DESTROYER: Hard red-team audit; how the smartest critic would dismantle this.
Structure for EACH of the 5 prompts:
- Name (Short, punchy).
- Primary Analytical Question (1 sentence proving anti-overlap).
- Why Standard Analysis Fails.
- When to Use & Expected Output.
- READY-TO-COPY PROMPT (In a markdown codeblock. Must contain: Role, objective, rules, [F/I/H/M] framework, differentiating experiment, and decision impact).
- Failure Risk / Blind Spots.
STEP 3: USAGE PROTOCOL (Output last)
- MVP Prompt: Identify the ONE prompt with the highest expected decision leverage for this material. Explain why to start there.
- Value Profile: Label each prompt: [Best for Reframing], [Best for Risk Detection], [Best for Fast Validation], [Best for Leverage], or [Best for Red Team].
- Combinatorics & Sequencing: Which 2 prompts stack best? Provide the exact sequence and what gap the second fills.
- Warning: Where is the user most likely to overvalue the insight and undervalue missing variables?
RESPONSE STYLE: Extremely concrete, dense, zero fluff, high signal-to-noise ratio, epistemically honest.
Ask the same question three times, through three different lenses:
Perspective 1 — Analytical lens: "Analyze this material as a strict academic researcher focused on evidence and logical consistency."
Perspective 2 — Creative lens: "Interpret the same material as a creative strategist looking for non-obvious connections and innovative applications."
Perspective 3 — Skeptical lens: "Question all conclusions as a critical reviewer looking for gaps and potential problems."
When all three lenses converge on the same conclusion, you are on solid ground.
Using the knowledge in this notebook, create a high-quality, structured prompt for this goal: [INSERT WHAT YOU WANT TO DO]. Make it clear, structured, and effective. Adjust how strict or creative it should be based on the task. Then improve your own draft: make it more effective, less generic, and better structured.