20 tested prompts across 4 stages. Works with ChatGPT, Claude, and Gemini.

Use Claude's extended reasoning to work through complex decisions, arguments, and analytical problems with rigorous, step-by-step logic. Built across 4 distinct stages covering Structured Problem-Solving, Argument Analysis, Scenario Analysis and Decision-Making and more, this guide gives you one tested prompt per step so you never have to write from scratch or guess what the AI needs. The prompts work in ChatGPT, Claude, and Gemini and are designed to get usable output on the first try.
Stage 1
Claude breaks down complex problems into logical structures and works through them systematically.
Complex problem:
I have this complex problem: [DESCRIBE PROBLEM]. Break it down into its component parts, identify the key variables and constraints, and outline a logical approach to solving it. Do not jump to a solution.
Build issue tree
Help me build an issue tree for [PROBLEM OR CHALLENGE]. Start with the top-level question, then decompose it into mutually exclusive, collectively exhaustive sub-issues down to the level where each branch becomes actionable.
Make decision
I need to make a decision about [DECISION]. Walk me through a structured decision framework: define the decision, identify criteria, weight them, evaluate options, and arrive at a reasoned recommendation.
What assumptions am
What assumptions am I making in this analysis: [PASTE ANALYSIS OR REASONING]? List every assumption, evaluate whether it is likely to be true, and identify which assumptions most change the conclusion if they are wrong.
Set aside conventional
Work through this problem using first principles: [DESCRIBE PROBLEM]. Set aside conventional wisdom and build up from the fundamental truths. What do we actually know for certain, and what can we derive from that?
Stage 2
Claude evaluates the strength of arguments, identifies fallacies, and helps build steel-man cases.
Analyze argument:
Analyze this argument: [PASTE ARGUMENT]. Is it logically valid? Are the premises true? Does the conclusion follow from the premises? Identify any logical fallacies or weak links.
Steel-man opposing
Steel-man the opposing view to [POSITION I HOLD]: [DESCRIBE POSITION]. Make the strongest possible case for the other side, not a strawman, but the most intellectually serious version of the disagreement.
Are the strongest objections
I am trying to convince [AUDIENCE] of [CLAIM]. What are the strongest objections they will have, and how do I address each one rigorously without dismissing it?
Is reasoning circular
Is this reasoning circular, or am I missing something: [PASTE ARGUMENT]? Walk through the logical structure and show me if it actually holds.
Evaluate evidence
Evaluate the quality of evidence for this claim: [PASTE CLAIM AND SUPPORTING EVIDENCE]. What kind of evidence is this, how strong is it, and what would constitute better evidence?
Stage 3
Claude models scenarios, stress-tests decisions, and helps reason under uncertainty.
Walk me
Walk me through the second and third-order consequences of [DECISION OR ACTION]. Not just the immediate effects, but what those effects cause, and what those causes lead to in turn.
Make decision under uncertainty
I need to make a decision under uncertainty about [SITUATION]. What are the key scenarios, their rough probabilities, and the expected value of each option? Help me reason about the decision without pretending I have more certainty than I do.
Would
What would have to be true for [CONCLUSION] to be correct? Work backwards from the conclusion to identify the conditions it depends on, then evaluate how plausible each condition is.
Anchoring too much
I am anchoring too much on [ASSUMPTION OR PRIOR BELIEF]. Help me reason about [TOPIC] as if I were starting fresh, without that anchor. What would a rational analyst with no prior beliefs conclude?
Pre-mortem this plan:
Pre-mortem this plan: [DESCRIBE PLAN]. Assume it has failed badly a year from now. What most likely caused the failure? Now rank the failure modes by likelihood and severity.
Stage 4
Claude synthesizes complex information into clear, structured conclusions.
Gathered different perspectives
I have gathered these different perspectives on [TOPIC]: [PASTE OR DESCRIBE]. Synthesize them, where do they agree, where do they fundamentally disagree, and what does the disagreement reveal about the underlying question?
Explain key debates
I am trying to understand [COMPLEX TOPIC]. Explain the key debates, the evidence on each side, and where the weight of evidence actually points. Do not just list perspectives, tell me what you think the evidence shows.
Build logical chain
Help me build a logical chain from [STARTING PREMISE] to [CONCLUSION I AM TRYING TO REACH]. Is the chain valid? Where are the weakest links?
Too much information
I have too much information on [TOPIC] and cannot see the signal. Distill it to: the 3-5 most important things that are actually known, the 2-3 things that remain genuinely uncertain, and the single most important implication.
Challenge reasoning
Challenge my reasoning in this analysis: [PASTE ANALYSIS]. Do not be polite. Find the logical gaps, the unsupported claims, and the places where I am reasoning from bias rather than evidence.
Claude is designed to think carefully through multi-step problems, maintain logical consistency across long contexts, consider multiple perspectives before drawing conclusions, and flag its own uncertainty. For tasks requiring sustained, nuanced analysis, these qualities are especially valuable.
Yes. Ask Claude to explicitly check your reasoning for specific biases (confirmation bias, anchoring, availability heuristic) or to take a devil's advocate position. Having an external check on your reasoning helps catch what you cannot see yourself.
No. Claude can make logical errors, especially on complex multi-step problems, and can have outdated information. Treat Claude as a rigorous thinking partner, not an infallible oracle. Push back when something seems wrong.
Claude is designed to reason carefully before answering, express calibrated uncertainty rather than false confidence, and engage with nuance rather than defaulting to simple answers. For genuinely complex analytical problems, these traits are significant advantages.
Yes. Claude engages seriously with philosophical arguments, ethical reasoning, conceptual analysis, and abstract problem-solving. It is particularly useful for working through the structure of an argument rather than just generating opinions.
AI Prompts for Claude for Consulting
Build consulting frameworks, write client deliverables, structure complex analyses, and prepare for client presentations using Claude prompts designed for management consultants and independent advisors..
See promptsAI Prompts for Claude for Market Research
Conduct faster, more structured market research and turn raw data into actionable strategic insight..
See promptsAI Prompts for Claude for Academic Writing
Write stronger academic essays, research papers, and dissertations using Claude prompts that help you build arguments, synthesize sources, and meet the rigorous standards of scholarly writing..
See prompts