Clear Thinking
by @howtousehumans
Critical thinking skills and decision-making frameworks. Use when someone needs to evaluate conflicting information, make a difficult decision, spot manipula...
clawhub install clear-thinkingπ About This Skill
name: clear-thinking description: >- Critical thinking skills and decision-making frameworks. Use when someone needs to evaluate conflicting information, make a difficult decision, spot manipulation or misinformation, or wants to think more clearly about problems. metadata: category: mind tagline: >- Spot manipulation, evaluate claims, and make hard choices β logical fallacies, source evaluation, and decision frameworks for real life. display_name: "Clear Thinking & Decisions" submitted_by: HowToUseHumans last_reviewed: "2026-03-19" openclaw: requires: tools: [filesystem] install: "npx clawhub install howtousehumans/clear-thinking"
Clear Thinking & Decisions
Most bad decisions aren't made by stupid people. They're made by smart people using shortcuts that worked well enough in simpler situations but fail catastrophically when the stakes go up. Your brain is running on hardware evolved for a world where the biggest decision was "is that a predator or a rock." That same hardware is now evaluating health claims, political arguments, financial decisions, and career moves β and it's full of bugs that marketers, politicians, con artists, and your own ego exploit constantly. This skill covers two things: how to evaluate information so you stop getting fooled, and how to make decisions so you stop being paralyzed. Neither requires being "smart." Both require specific, learnable techniques that most people were never taught.
This skill references and extends: ai-scam-defense, boundaries-saying-no.
``agent-adaptation
Localization note β media landscapes, education systems, and decision-making
norms vary across cultures. Adapt examples accordingly.
Sources & Verification
When to Use
Instructions
Step 1: The 6 Fallacies That Matter Most in Daily Life
Agent action: Present the most common logical fallacies with real-world examples, not textbook definitions.
THE 6 FALLACIES YOU'LL ENCOUNTER THIS WEEK
These aren't academic exercises. These show up in arguments, ads, news, social media, and conversations every single day.
1. AD HOMINEM (attacking the person, not the argument) "You can't talk about nutrition β you're overweight." The argument's validity has nothing to do with who's making it. A broke accountant can still give correct tax advice. Evaluate the claim, not the claimant.
Where you'll see it: Political debates, online arguments, any time someone is losing an argument and pivots to personal attacks.
2. FALSE DICHOTOMY (only two options when more exist) "You're either with us or against us." "If you don't support this policy, you must support the problem." Most decisions have more than two options. When someone frames a choice as binary, ask: "What are the other options they're not mentioning?"
Where you'll see it: Political messaging, sales pressure ("buy now or lose this forever"), relationship ultimatums.
3. APPEAL TO AUTHORITY (it's true because an important person said it) "Dr. Famous said this supplement works." Experts can be wrong. Experts can be paid. The relevant question isn't WHO said it but WHAT'S THE EVIDENCE. A celebrity doctor endorsing a product is advertising, not science.
Where you'll see it: Health products, financial advice, any time a credential is used as a substitute for evidence.
4. SUNK COST FALLACY (continuing because you've already invested) "I've been in this relationship for 5 years β I can't leave now." "We've spent $50K on this project β we have to finish it." Past investment is irrelevant to whether future investment is wise. The money/time is gone regardless. The only question is: going forward, is this the best use of your resources?
Where you'll see it: Bad relationships, failing businesses, boring movies, degree programs you hate, stocks that are tanking.
5. CONFIRMATION BIAS (seeking info that confirms what you already believe) You Google "is coffee good for you" and click only the articles that say yes. You interpret ambiguous evidence as supporting your existing view. Everyone does this. It's the most pervasive bias in human cognition.
The fix: Actively seek the strongest argument AGAINST your position. If you think X is true, search for "why X is wrong" and read the best version of that argument. If your position survives that test, it's stronger. If it doesn't, you've learned something.
Where you'll see it: Everywhere. Every argument you've ever had. Every belief you hold.
6. ANECDOTAL EVIDENCE (my experience = universal truth) "My grandfather smoked and lived to 95, so smoking isn't that bad." "I didn't wear a seatbelt and I'm fine." One example proves nothing about the general pattern. Survivorship bias: you don't hear from the people who smoked and died at 55 because they're not here to tell the story.
Where you'll see it: Health decisions, risk assessment, any time someone says "well, in MY experience..."
Step 2: How to Evaluate a Claim
Agent action: Provide the source evaluation checklist for news, health claims, and general information.
Before you believe a claim β from a news article, a social media post, a friend, or an ad β run it through these filters:
1. WHO IS SAYING THIS? - A journalist at a reputable outlet? - A random person on social media? - A company selling something? - An expert in the relevant field (not just any field)? - A think tank or organization? (Who funds them?)
2. WHAT'S THEIR INCENTIVE? - Do they profit if you believe this? (Advertisers, salespeople, politicians, influencers) - Does their career depend on this position? (Academics, pundits) - Could they face consequences for lying? (Journalists can be sued. Random social media posters cannot.)
3. DOES IT CITE PRIMARY SOURCES? - "Studies show..." Which studies? Where published? By whom? - "Experts say..." Which experts? What's their credential in THIS field? - If a claim doesn't link to or cite the actual evidence, treat it as an opinion, not a fact.
4. HAS IT BEEN INDEPENDENTLY VERIFIED? - Can you find this claim reported by multiple independent outlets? - If only one source is reporting it, be cautious. - If multiple outlets are reporting it but all cite the same single source, that's still only one source.
5. HOW DOES IT MAKE YOU FEEL? - If it makes you immediately outraged, afraid, or triumphant, pause. Emotionally charged content is designed to bypass your critical thinking. The stronger your emotional reaction, the more carefully you should evaluate the claim.
6. WHAT'S THE STRONGEST COUNTERARGUMENT? - If you can't articulate the other side's best argument, you don't understand the issue well enough to have a strong opinion.
EVALUATING HEALTH CLAIMS SPECIFICALLY:
Step 3: Spotting Statistical Manipulation
Agent action: Teach the most common ways numbers lie.
1. CHERRY-PICKED TIMELINES "The economy grew 3% this quarter!" (But it shrank 8% last quarter.) "Crime is up 20% since January!" (But down 40% from 5 years ago.) Any statistic with a timeline can be manipulated by choosing the start and end dates. Ask: what does the FULL timeline look like?
2. MISLEADING GRAPHS - Y-axis doesn't start at zero: makes small differences look huge. - Compressed or expanded scales: can make any trend look dramatic or flat. - Dual-axis charts: can imply correlation where none exists. Always read the axes before reacting to the shape of the graph.
3. CORRELATION DOES NOT EQUAL CAUSATION "Countries that eat more chocolate win more Nobel Prizes." (Both correlate with wealth and education investment.) "Ice cream sales correlate with drowning deaths." (Both increase in summer.) Just because two things move together doesn't mean one causes the other. There's almost always a third variable.
4. RELATIVE VS. ABSOLUTE NUMBERS "This treatment reduces your risk by 50%!" = relative. "This treatment reduces your risk from 2% to 1%." = absolute. Same data. Very different feeling. Always demand the absolute numbers. Relative numbers are the native language of manipulation.
5. AVERAGE VS. MEDIAN "The average income in this company is $200K!" (Because the CEO makes $10M and everyone else makes $60K.) Average (mean) is distorted by outliers. Median (the middle value) tells you what's typical. When someone quotes an average, ask for the median.
THE GENERAL RULE: If a number is being used to sell you something, scare you, or persuade you, ask: "What's the number they AREN'T showing me?" There's always one.
Step 4: Reversible vs. Irreversible Decisions
Agent action: Teach the decision categorization framework that eliminates most analysis paralysis.
Most people spend the same amount of mental energy on reversible decisions as irreversible ones. This is a massive waste.
REVERSIBLE DECISIONS (Type 2):
IRREVERSIBLE DECISIONS (Type 1):
THE RULE:
THE COMMON MISTAKE: Most people overthink reversible decisions (spending weeks choosing a restaurant, agonizing over a gym membership) and underthink irreversible ones (signing a mortgage in a rush, saying yes to marriage because of social pressure). Flip it.
Step 5: The 70% Rule
Agent action: Provide the information-threshold framework for decisions.
With 40% of the information: you're guessing. Gather more. With 70% of the information: you have enough. Decide. With 100% of the information: it's too late. The opportunity passed.
WHY 70% IS THE SWEET SPOT:
HOW TO ESTIMATE YOUR INFORMATION LEVEL: Ask yourself: 1. Do I understand the major options? (Yes/no) 2. Do I understand the likely consequences of each? (Yes/no) 3. Have I consulted someone with relevant experience? (Yes/no) 4. Do I know the key risks? (Yes/no) 5. Am I just gathering more info to avoid the discomfort of deciding?
If you answered yes to 1-4, you're probably at 70%+. If you answered yes to 5, you're procrastinating, not researching.
THE TEST: "If I had to decide right now, what would I choose?" If you have a clear answer, you have enough information. The extra research is stalling.
Step 6: Decision Frameworks for Specific Situations
Agent action: Provide multiple frameworks the user can apply depending on the decision type.
THE 10/10/10 RULE (for emotional decisions): Ask: How will I feel about this in:
If all three timeframes agree, the decision is clear. If they disagree, trust the 10-year answer.
Use for: Confrontations, quitting impulses, emotional purchases, relationship decisions made while angry.
THE "HELL YES OR NO" FILTER (for optional commitments): If your response to an invitation, opportunity, or request isn't an enthusiastic "hell yes," it's a no.
This filter only applies to OPTIONAL things. You still have to pay taxes, show up to work, and feed your kids.
Use for: Social invitations, volunteer commitments, side projects, favors. Protects against over-commitment and people-pleasing.
WEIGHTED PROS AND CONS (for complex decisions): Standard pro/con lists are useless because they treat all items as equal. "Pro: closer to family. Con: slightly worse weather." Those aren't the same weight.
Instead: 1. List all pros and cons. 2. Assign each a weight from 1 (barely matters) to 5 (life-changing). 3. Multiply: number of items x weight. 4. Compare totals.
Example β Should I take the new job? Pros: More money (5) + shorter commute (3) + new skills (4) = 12 Cons: Less stability (4) + further from friends (2) + unknown team (3) = 9 Pro total is higher. Take the job.
This doesn't make the decision for you. It externalizes your values so you can see them clearly.
REGRET MINIMIZATION (for major life decisions): Jeff Bezos framework: Project yourself to age 80. Ask: "Will I regret NOT doing this more than I'll regret doing it?"
Use for: Career changes, moves, starting businesses, ending relationships, big risks. Not for daily decisions β reserve this for the handful of choices that genuinely shape a life.
Step 7: Stop Second-Guessing After Deciding
Agent action: Provide techniques for post-decision commitment.
The decision is made. Now your brain will try to unmake it. Second-guessing after deciding is one of the biggest sources of anxiety and wasted energy in adult life.
WHY YOU SECOND-GUESS:
THE COMMITMENT PROTOCOL:
1. SET A REVIEW DATE "I will not reconsider this decision for [30/60/90 days]." Write it down. Give the decision time to play out before evaluating. Most decisions need time to show their real effects.
2. STOP RESEARCHING ALTERNATIVES Once you've chosen a restaurant, stop reading reviews of other restaurants. Once you've taken the job, stop browsing job boards. Continued comparison erodes satisfaction with any choice.
3. INVEST IN YOUR CHOICE The best way to make the right decision is to make your decision right. Put energy into making the chosen path work rather than wondering about the other paths.
4. ACCEPT IMPERFECTION No option was perfect. You chose the best available option with the information you had. That's all anyone can do. The unlived path was not problem-free β you just can't see its problems because you didn't walk it.
THE EXCEPTION: If genuinely new information emerges (not "I'm having second thoughts" but "I discovered a fact I didn't have before"), then reassessment is appropriate. Changed circumstances change decisions. That's rational, not weak.
Step 8: Recognizing Manipulation in Real Time
Agent action: Provide practical manipulation detection for sales, arguments, and media.
SALES AND MARKETING:
ARGUMENTS AND DEBATES:
MEDIA AND SOCIAL MEDIA:
THE GENERAL DEFENSE: When someone is trying to get you to believe, buy, or do something, ask: "Why is this being presented to me right now, in this way, by this person?" The answer is usually: because someone profits from your belief or action.
If This Fails
"I'm still paralyzed by a decision": Set a deadline. "I will decide by Friday at noon." Deadlines force action. Make the best choice you can with what you know, and commit to evaluating it after a defined period.
"I keep getting fooled by misinformation": This is a skill that improves with practice, not a switch you flip. Start with one habit: before you share anything online, check one additional source. That single behavior cuts misinformation spread significantly.
"I understand the fallacies but I still fall for them emotionally": Knowing about biases doesn't eliminate them (this is itself a bias β the "bias blind spot"). The techniques help. You'll still get fooled sometimes. The goal is getting fooled less, not never.
"These frameworks make me overthink": Use the reversible/irreversible filter (Step 4) first. If the decision is reversible, skip the frameworks and just try something. Save the frameworks for the decisions that actually matter.
"The people around me don't think critically and it's frustrating": You can't force anyone to think differently. You can model it. Ask questions instead of making arguments. "What's the evidence for that?" is more effective than "You're wrong." Rules
Don't be condescending about critical thinking. Most people were never taught these skills. Meet them where they are.
Don't assume the user's political or ideological position. Apply critical thinking equally to all claims, regardless of which "side" they come from.
Don't claim that rational thinking eliminates all errors. It reduces them. Uncertainty is permanent. Intellectual humility is part of thinking clearly.
Don't frame emotions as the enemy of thinking. Emotions provide data. The problem is when emotions REPLACE thinking, not when they inform it. Tips
The fastest way to test your own reasoning: explain your position to someone who disagrees. If you can't make their counterargument for them, you don't understand the issue well enough.
"I don't know" is one of the most powerful things you can say. It opens the door to learning. "I have a strong opinion on this" is often a sign you stopped investigating too early.
When evaluating any claim, ask: "What would change my mind?" If the answer is "nothing," you're not reasoning β you're defending a position.
The sunk cost fallacy kills more good decisions than any other bias. Practice saying: "What I've already spent doesn't matter. What should I do going forward?"
Read primary sources when you can. A news article about a study is an interpretation. The study itself is the data. Even reading the abstract takes 2 minutes and gives you more than most people bother to get.
Sleep on irreversible decisions. Literally. Decide in the morning. Research on decision quality shows a full night's sleep improves complex judgment measurably. Agent State
Automation Triggers