Takes a stubborn problem and strips it down to bedrock. Instead of asking “how do we fix this?” the AI guides you to ask “what is actually, undeniably true here?” You list every assumption you hold, identify the fundamental truths that cannot be disputed, then test each assumption against those truths. Most assumptions turn out to be conventions, habits, or outdated conditions — not requirements. Then you rebuild solutions using ONLY the fundamentals, which often produces breakthrough approaches that conventional thinking would never reach.
Recipe Name: RCP-000-000-005-FIRST-PRINCIPLES-PROBLEM-SOLVER – First Principles Problem Solver
RCP-000-000-005-FIRST-PRINCIPLES-PROBLEM-SOLVER
Apply first principles thinking to break down any probleminto its most fundamental components, question everyassumption, and rebuild innovative solutions from theground up. This recipe guides you through systematicdecomposition and reconstruction for breakthrough results.
Requirements
TL;DR
Takes a stubborn problem and strips it down to bedrock.Instead of asking "how do we fix this?" the AI guides youto ask "what is actually, undeniably true here?" You listevery assumption you hold, identify the fundamental truthsthat cannot be disputed, then test each assumption againstthose truths. Most assumptions turn out to be conventions,habits, or outdated conditions — not requirements. Thenyou rebuild solutions using ONLY the fundamentals, whichoften produces breakthrough approaches that conventionalthinking would never reach.HOW IT WORKS:Nine steps. You define the problem. The AI helps youextract every assumption — including ones you did notrealize you held. Together you identify irreduciblefundamental truths. Each assumption gets tested andcategorized as validated, convention, outdated, unexamined,or false. Then you rebuild at least three solutions fromfundamentals only. The AI evaluates them, helps design aminimum viable test, and creates an implementation roadmap.WHAT TO EXPECT:This is the most rigorous recipe in the collection. Itwill challenge things you take for granted. You will beasked to forget how your industry works and think fromscratch. Some of what you "know" will turn out to beconvention, not truth. That discovery is the whole point —it is where breakthrough solutions live.BEST RESULTS WHEN YOU:– Bring a problem that has resisted conventional solutions– Are willing to question everything, even "obvious" truths– Have 30-60 minutes for thorough analysis– Share what you have already tried (failed attempts reveal assumptions)– Define what success looks like before startingTIME: 30-60 minutes for thorough analysisDIFFICULTY: Advanced — requires deep thinking andwillingness to question fundamentals
How To Start
STEP 1: Define Your Problem Clearly
- State the problem you want to solve. Be specific about: – What exactly is the problem? – Who does it affect? – What have you already tried? – Why haven't previous solutions worked? – What would success look like?The more concrete your problem definition, the moreeffective the first principles analysis will be.Examples of well-defined problems: – "Customer acquisition cost is $150, but lifetime value is only $120, making growth unsustainable" – "Our product takes 6 months to ship, but market windows only last 3 months" – "Employee turnover is 40% annually despite above-market compensation"
STEP 2: List Current Assumptions
- Identify everything you currently believe about thisproblem and how it is typically solved. Include: INDUSTRY ASSUMPTIONS: What does conventional wisdom say about this? How do competitors handle it? What are the "accepted" best practices? YOUR ASSUMPTIONS: What do you believe causes the problem? What constraints do you assume exist? What solutions have you assumed won't work? HISTORICAL ASSUMPTIONS: Why do current approaches exist? When were they established? What conditions existed then vs now?Be brutally honest. List even assumptions that seemobviously true – those are often the most limiting.
STEP 3: Identify Fundamental Truths
- Strip the problem down to its irreducible components.Ask: "What do we know to be absolutely, undeniably true?" PHYSICAL TRUTHS: Laws of physics, biology, chemistry that apply Geographic or temporal constraints Resource limitations that cannot be changed HUMAN TRUTHS: Core human needs and motivations Psychological principles that govern behavior Universal patterns in how people act MATHEMATICAL TRUTHS: Economic fundamentals (supply/demand, margins) Statistical realities in your data Logical constraints and dependenciesFor each "truth" ask: Can this be further reduced?Keep going until you hit bedrock – things that cannotbe broken down further or disputed.
STEP 4: Challenge Each Assumption
- Take each assumption from Step 2 and test it againstthe fundamental truths from Step 3.For each assumption, ask: "Is this assumption NECESSARILY true given the fundamental truths I identified?" "Does this assumption exist because of fundamental constraints, or because of convention, habit, or outdated conditions?" "If I were starting fresh today with only the fundamental truths, would I arrive at this same assumption?" "What evidence would prove this assumption wrong? Does such evidence exist?"Categorize each assumption: VALIDATED: Directly follows from fundamentals CONVENTION: Exists due to industry habit OUTDATED: Made sense historically, not now UNEXAMINED: Accepted without evidence FALSE: Contradicts fundamental truths
STEP 5: Rebuild From Fundamentals
- Using ONLY the fundamental truths and validatedassumptions, construct new approaches to the problem. IGNORE: – How others solve this problem – What you have tried before – What seems "realistic" or "practical" – Industry standards and best practices USE ONLY: – Fundamental truths you identified – Validated assumptions that passed testing – Logical reasoning from these foundationsGenerate at least THREE distinct solutions that: 1. Address the problem's root cause 2. Build only on validated fundamentals 3. May seem unconventional or radicalFor each solution, trace its logic back tothe fundamentals it builds upon.
STEP 6: Evaluate New Approaches
- Compare your first-principles solutions againsttraditional approaches.
STEP 7: Design Validation Experiments
- Before full commitment, design small tests for yourtop solution.
STEP 8: Implementation Roadmap
- For validated solutions, create a phased action plan.
STEP 9: Follow-Up Options
- After completing the analysis, choose next steps.
How AI Reads This Recipe
The AI guides you through systematic first principlesdecomposition. It helps identify assumptions you may notrecognize, challenges you to find irreducible truths,and assists in rebuilding solutions from fundamentalsonly. The AI maintains intellectual rigor throughout,pushing you to strip away convention and think frombedrock principles. It will not accept "that's justhow it's done" as justification for any assumption.
When to Use This Recipe
Use this recipe when you:– Face a persistent problem that resists conventional solutions– Suspect hidden assumptions are constraining your thinking– Want to find breakthrough approaches, not incremental improvements– Are entering a new market and want to avoid inheriting incumbent assumptions– Need to justify a radical approach with rigorous logicDo NOT use this recipe when:– You need a quick answer (this takes 30-60 minutes)– The problem is simple and well-understood– You want to optimize an existing approach (use SOCRATIC-OPTIMIZER instead)– You want to question beliefs generally (use SOCRATIC-PROBLEM-SOLVER instead)
Recipe FAQ
Q: How is this different from SOCRATIC-PROBLEM-SOLVER?
A: Socratic method challenges beliefs through questions
like “Why do you believe that?” First Principles
physically decomposes problems into components like
“What are the irreducible parts?” Socratic reveals
flawed beliefs; First Principles rebuilds from basics.
They complement each other. Q: How do I know if something is truly fundamental?
A: Keep asking “Can this be reduced further?” A true
fundamental cannot be broken down and is not dependent
on convention or context. Physical laws, mathematical
relationships, and core human needs are typically
fundamental. Q: What if my rebuilt solution seems impractical?
A: “Impractical” often means “challenges too many
conventions at once.” Identify which conventions are
truly constraining vs existing from habit. Then find
paths that honor real constraints while discarding
artificial ones. Q: How long does this take?
A: Initial analysis: 30-60 minutes. For complex problems
you may need multiple sessions. The investment pays
off when a first principles solution saves months of
iterating on flawed assumptions. Q: Can I use this for small problems?
A: It works at any scale, but the effort is similar
regardless of problem size. Most efficient for
significant problems where the payoff justifies the
analysis time.
A: Socratic method challenges beliefs through questions
like “Why do you believe that?” First Principles
physically decomposes problems into components like
“What are the irreducible parts?” Socratic reveals
flawed beliefs; First Principles rebuilds from basics.
They complement each other. Q: How do I know if something is truly fundamental?
A: Keep asking “Can this be reduced further?” A true
fundamental cannot be broken down and is not dependent
on convention or context. Physical laws, mathematical
relationships, and core human needs are typically
fundamental. Q: What if my rebuilt solution seems impractical?
A: “Impractical” often means “challenges too many
conventions at once.” Identify which conventions are
truly constraining vs existing from habit. Then find
paths that honor real constraints while discarding
artificial ones. Q: How long does this take?
A: Initial analysis: 30-60 minutes. For complex problems
you may need multiple sessions. The investment pays
off when a first principles solution saves months of
iterating on flawed assumptions. Q: Can I use this for small problems?
A: It works at any scale, but the effort is similar
regardless of problem size. Most efficient for
significant problems where the payoff justifies the
analysis time.
Actual Recipe Code
(Copy This Plaintext Code To Use)
# ===========================================================# MERGED RECIPE-ID: RCP-000-000-001-SOCRATIC-PROBLEM-SOLVER# ===========================================================SOCRATIC_PROBLEM_SOLVER = Recipe( recipe_id=( "RCP-000-000-001-SOCRATIC-PROBLEM-SOLVER-v2.00b" ), title="Socratic Problem Solver", description=""" Guides AI to use the Socratic method for critical analysis of any business challenge. """, category="CAT-000-STANDALONE", subcategory="SUBCAT-CRITICAL-THINKING", difficulty="Easy", version="2.00a", parameters={ "challenge": { "type": "string", "required": True, "description": "The problem or decision" }, "context": { "type": "string", "required": False, "default": "", "description": "Additional background" }, "max_questions": { "type": "integer", "required": False, "default": 10, "description": "Max questions before synthesis" }, "focus_areas": { "type": "list", "required": False, "default": [], "options": [ "assumptions", "risks", "alternatives", "evidence", "stakeholders", "timing" ], "description": "Areas to emphasize" } }, prompt_template=""" #H->AI::Directive: (Execute Socratic Problem Solver recipe) #H->AI::Context: (Challenge: {challenge}) # ========================================== # BEHAVIORAL RULES (apply throughout) # ========================================== RULE 1: Ask only ONE question at a time. Do not combine multiple questions into a single response. Wait for the user to answer before asking the next question. RULE 2: Do NOT give direct answers, advice, or solutions until the questioning phase is complete and you reach the Insight Synthesis step. The value of this recipe is in guiding the user to discover insights through their own reasoning. Your role during the questioning phase is to ask, not to tell. # ========================================== # STEP 1: PROBLEM FRAMING # ========================================== #AI->H::Status: (Initiating Socratic dialogue) Parse the challenge statement: – Identify the core decision or problem – Note any constraints mentioned – Recognize stakeholders involved – Flag areas of ambiguity IF context provided: Integrate context into understanding IF focus_areas specified: Prioritize questions in those areas # ========================================== # STEP 2: SOCRATIC QUESTIONING LOOP # ========================================== Initialize: question_count = 0 insights_gathered = [] assumptions_challenged = [] WHILE question_count < max_questions: #AI->H::SocraticQuestion: ( [Single probing question that: – Challenges an assumption, OR – Explores a consequence, OR – Requests specific evidence, OR – Presents a counter-perspective, OR – Clarifies ambiguity] ) WAIT for user response PROCESS response: – Identify new information revealed – Note any logical inconsistencies – Track assumptions being tested – Build next question on this response question_count += 1 IF user indicates satisfaction: BREAK to synthesis IF no new insights after 3 questions: #AI->H::Note: (We may have explored this fully. Ready to synthesize?) # ========================================== # STEP 3: INSIGHT SYNTHESIS # ========================================== #AI->H::Status: (Synthesizing dialogue insights) Compile synthesis: KEY INSIGHTS DISCOVERED: – [Insight 1 from dialogue] – [Insight 2 from dialogue] – [Insight 3 from dialogue] ASSUMPTIONS EXAMINED: – [Assumption] -> [What we found] – [Assumption] -> [What we found] LOGICAL GAPS OR BIASES IDENTIFIED: – [Gap/Bias] -> [Implication] CONCLUSION: [Well-reasoned conclusion based on the dialogue, not the AI's opinion but the logical outcome of the questioning] RECOMMENDED NEXT STEPS: 1. [Specific action based on insights] 2. [Specific action based on insights] 3. [Optional: further exploration area] # ========================================== # STEP 4: FOLLOW-UP OPTIONS # ========================================== #AI->H::Question: ( Would you like to: 1. Explore any insight more deeply? 2. Challenge the conclusion with counter- arguments? 3. Create an action plan from these insights? 4. End the Socratic dialogue? ) #AI->H::Status: (Socratic Problem Solver complete) """)
