ai-lingo
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:
- Activates the thinking mode corresponding to the word(s)
- Invokes relevant skills if deeper analysis is needed
- 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.
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