Obsidian Metadata
Clara Bennett @CodeswithClara 2026-02-14
I scraped every single NotebookLM prompt that blew up on X, Reddit, and academic corners of the internet.
Turns out most people are using NotebookLM like a fancy note-taker.
That’s insane.
It’s a full-blown research assistant that can compress 10 hours of analysis into 20 seconds if you feed it the right instructions.
Here’s what actually works:
Clara Bennett @CodeswithClara 2026-02-14
Prompt 1: The Expert Synthesizer
You are a \[field\] expert with 15 years of experience. Analyze these sources and identify the 3 core insights that practitioners in this field would immediately recognize as groundbreaking. For each insight, explain why it matters and what conventional wisdom it challenges.
This forces depth over breadth. The output is immediately usable.
Clara Bennett @CodeswithClara 2026-02-14
Prompt 2: The Contradiction Hunter
"Compare these sources and identify every point where they contradict each other. For each contradiction, explain which source has stronger evidence and why. If both are credible, explain what factors might explain the disagreement."
Perfect for literature reviews and due diligence. Saves hours of manual cross-referencing.
Clara Bennett @CodeswithClara 2026-02-14
Prompt 3: The Implementation Blueprint
"Extract every actionable step, tool, framework, and technique mentioned across all sources. Organize them into a step-by-step implementation plan with prerequisites, expected outcomes, and potential pitfalls for each step."
This turns theory into practice. Most researchers never do this translation work.
Clara Bennett @CodeswithClara 2026-02-14
Prompt 4: The Question Generator
"Based on these sources, generate 15 questions that an expert would ask but that these sources DON'T answer. Prioritize questions that would advance the field or reveal critical gaps in current understanding."
This is how you find white space for original research or product opportunities.
Clara Bennett @CodeswithClara 2026-02-14
Prompt 5: The Assumption Excavator
"Identify every unstated assumption in these sources. For each assumption, rate how critical it is (1-10) and how likely it is to be wrong. Explain what would change if that assumption were false."
Most breakthrough insights come from questioning assumptions nobody else noticed.
Clara Bennett @CodeswithClara 2026-02-14
Prompt 6: The Framework Builder
"Create a comprehensive framework that integrates all concepts from these sources. Include: key components, relationships between components, decision trees for application, and edge cases where the framework breaks down."
Frameworks are how you operationalize knowledge. This builds them automatically.
Clara Bennett @CodeswithClara 2026-02-14
Prompt 7: The Evidence Mapper
"For every major claim in these sources, extract the supporting evidence and rate its strength (anecdotal, correlational, experimental, meta-analysis). Flag any claims with weak evidence that are stated with high confidence."
This is publication-quality rigor in seconds.
Clara Bennett @CodeswithClara 2026-02-14
Prompt 8: The Stakeholder Translator
"Translate the insights from these sources for three different audiences: \[executives, engineers, end-users\]. For each audience, focus on what they specifically care about and use language/examples they'll immediately understand."
One upload, three usable outputs for different contexts.
Clara Bennett @CodeswithClara 2026-02-14
Prompt 9: The Timeline Constructor
"Extract every date, event, milestone, and temporal reference from these sources. Build a comprehensive timeline showing how this field/topic evolved. Identify acceleration points where progress dramatically increased."
Perfect for understanding momentum and predicting what comes next.