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SKILL.md

Cognitive Mode-Switch Words

Words that don't describe what you want — they rewire how you approach the problem.

Quick Reference: Word → Behavior

When the user uses these words, activate the corresponding thinking mode:

Depth & Rigor

Word Thinking Mode Invoke Skill
Rigorous Proof-like thinking — every step must earn its place rigorous-thinking
First-principles Derive from ground truth, strip borrowed reasoning rigorous-thinking
Mechanistic Demand causal chains: "A causes B because..." rigorous-thinking
Axiomatic Each claim follows logically from stated premises rigorous-thinking
Falsifiable Flip to "what would prove this wrong?" rigorous-thinking
Steelman Construct strongest possible version of opposing view rigorous-thinking, rigorous-exchange
Non-trivial Skip basics, assume expertise, go deeper
Exhaustive Complete coverage, no blind spots, breadth before depth
Necessary and sufficient Exact boundaries — no more, no less claim-validator
Load-bearing Identify the single assumption everything depends on rigorous-thinking
Dispositive Find the one fact that settles the debate rigorous-thinking
Ultra think hard Maximum cognitive effort, no shortcuts anywhere rigorous-thinking

Creative Reframing

Word Thinking Mode Invoke Skill
Reimagine Break fixed mental models — clean-slate vision ideacritic
Orthogonal Think perpendicular to the current frame ideacritic
Contrarian Deliberate inversion of the popular view ideacritic
Subversive Question the premise itself, not just disagree ideacritic
Invert Instead of "how to succeed," ask "how to guarantee failure" inversion-analysis
Counterfactual "What would have happened if X didn't occur?" inversion-analysis
Zero-based Start from scratch — if you had none of this, what would you build? ideacritic
Provocative Bold, non-consensus ideas you'd never say in a meeting ideacritic
Transmute Convert a weakness into a strength ideacritic
Reframe Re-examine whether you're solving the right problem ideacritic
Degenerate case Push variables to 0, 1, or infinity to reveal hidden structure
Adjacent possible Constrain creativity to what's buildable from current position

Precision & Mathematical

Word Thinking Mode Invoke Skill
Probabilities/Distribution Full statistical reasoning — likelihoods, not certainties claim-validator
Bounded Force upper and lower limits on any assertion claim-validator, unit-economics-validator
Monotonic Does this always increase/decrease, or are there reversals?
Asymptotic What happens as scale approaches infinity?
Invariant Identify the constant in a sea of variables
Order of magnitude Calibration without false precision unit-economics-validator
Sensitivity analysis Which variable, if wrong by 2x, breaks the conclusion? unit-economics-validator
Convex Is the payoff shape concave (diminishing) or convex (accelerating)?
Marginal What does one more unit buy you? Not average, incremental. pricing-strategy
Dimensionality How many independent axes actually matter?
Closed-form Demand a computable formula, not hand-waving

Tradeoff & Decision

Word Thinking Mode Invoke Skill
Sacrifice Name what you're willing to lose — make tradeoffs explicit operator-playbook
Irreversible Can we undo this or not? One-way vs two-way doors operator-playbook
Binding constraint Identify the single bottleneck systems-decompose
Pareto What 20% of effort gets 80% of the result? operator-playbook
Second-order effects What happens after the thing happens? Ripple effects. systems-review
Opportunity cost Is this better than the next best alternative? operator-playbook
Regret minimization Which choice do you regret least looking back from 10 years out? operator-playbook
Non-negotiable What will you absolutely not bend on?
Asymmetric Where upside and downside are mismatched
Reversibility gradient Not binary — place decision on the spectrum

Quality & Craft

Word Thinking Mode Invoke Skill
Elegant Simplicity, completeness, and surprise in one solution code-review, software-architecture
Idiomatic Domain-native solutions, not generic ones code-review
Canonical The accepted best practice, not improvisation code-review
Production-grade Error handling, edge cases, monitoring, logging code-review, security-review
Battle-tested Proven approaches over clever theory software-architecture
Minimalist Remove everything that isn't essential simplify
Composable Modular design where pieces can be mixed and matched software-architecture
Tasteful Aesthetic reasoning — what feels right to an expert?
Crisp Precision in language — every word must earn its place deslop

Systems Thinking

Word Thinking Mode Invoke Skill
Emergent What arises from interactions that no individual part possesses? systems-decompose
Cascading Maps domino effects through a system systems-review
Equilibrium Is this equilibrium stable or unstable? What disrupts it?
Phase transition At what threshold does the system fundamentally shift?
Feedback loop Is this positive (amplifying) or negative (stabilizing)? systems-decompose
Attractor Where does this naturally converge?
Entropy What's degrading over time? What maintenance prevents collapse? techdebt

Epistemic Calibration

Word Thinking Mode Invoke Skill
Bayesian Explicit priors, evidence weighting, posterior updates rigorous-thinking
Calibrated Honest probability assignment to claims rigorous-thinking
Crux Single disagreement that, if settled, resolves everything rigorous-exchange
Pre-mortem Assume this failed. Now explain why. inversion-analysis
Evidence-weighted Which signals carry the most weight and why? rigorous-thinking
Adversarial Assume someone is actively trying to break this security-review
Sparse Strip away everything except what carries information rigorous-thinking
Steel-thread Thinnest possible end-to-end proof of concept
Epistemic humility Honest "here's what I don't know" disclosure rigorous-thinking
Signal-to-noise What fraction of this information changes decisions? rigorous-thinking

Power Combos

The highest-leverage technique: pair a depth word with a constraint word.

Combo Effect Invoke
Rigorous + Elegant Airtight reasoning that's also beautiful and simple rigorous-thinking + code-review
Reimagine + First-principles Clean-slate vision built from ground truth ideacritic + rigorous-thinking
Ultra think hard + Sacrifice Maximum depth applied to what must be cut rigorous-thinking + operator-playbook
Falsifiable + Bounded Testable claims with defined ranges rigorous-thinking + claim-validator
Adversarial + Exhaustive Complete threat surface mapping security-review
Contrarian + Evidence-weighted Bold takes backed by real data ideacritic + rigorous-thinking
Invert + Pre-mortem Failure-first scenario planning inversion-analysis
Sparse + Dispositive Cut to the one thing that decides everything rigorous-thinking
Distribution + Sensitivity analysis Full outcome range with fragility mapping unit-economics-validator

Usage

This skill auto-invokes when the user uses trigger words. It then:

  1. Activates the thinking mode corresponding to the word(s)
  2. Invokes relevant skills if deeper analysis is needed
  3. Applies the cognitive constraint to all reasoning in the response

Examples

User: "Be rigorous: why won't this architecture scale?" → Invoke rigorous-thinking, apply proof-like reasoning

User: "Give me the contrarian take on our pricing." → Invoke ideacritic, deliberately invert the popular view

User: "Ultra think hard + sacrifice: what do we cut?" → Maximum cognitive effort applied to naming tradeoffs

User: "Sensitivity analysis on our unit economics." → Invoke unit-economics-validator, identify fragile assumptions


The Meta-Pattern

Words that constrain the solution space in a non-obvious way always outperform words that merely describe desired quality.

  • ❌ "Good" is useless
  • ✅ "Elegant" rewires the entire approach
  • ✅ "Falsifiable" flips from prove-right to prove-wrong
  • ✅ "Sparse" strips away noise before answering

When you hear a trigger word, change HOW you think, not just WHAT you output.

Related skills
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First Seen
Mar 29, 2026