The library

leaps-screen · When sizing long-dated leverage on a stock thesis, preventing LEAPS disaster (5-10x losses in weeks).

macro-liquidity-monitor · When you need to know if overnight funding is loose (bubble risk) or tight (funding stress) before trading.

macro-risk-check · When you want a pre-trade macro regime (catching 2024/8/5 carry unwind, not missing 2026 upside).

macro-warning · See body for use case.

narrative-reversal-screen · See body for use case.

ab-method · When you need statistical validation of a change before rollout rather than anecdotal observation.

claude-reflect · Claude Code users who want to accumulate learnings from corrections without manual memory management.

stop-slop · Cleaning published or client-facing prose when writer defaults to AI-like patterns (em-dashes, vague declaratives, binary contrasts, narrator voice).

decision-framework-invoker · Forcing explicit trade-off when intuitive preference conflicts with measurable outcomes (e.g., safety vs. cost vs. timeline).

session-observatory-live · Debugging production or long-running sessions when reproducing locally is infeasible.

food-technique-fundamentals · Substituting and improvising techniques rather than following recipes rigidly.

household-systems-design · Automating or structuring a commonly needed workflow.

nutrition-and-meal-planning · Automating or structuring a commonly needed workflow.

sustainable-household-pedagogy · Automating or structuring a commonly needed workflow.

language-learning-strategies · Designing self-directed language programs from scratch or rescuing stuck learners by repositioning strategy selection based on their actual phase

phonetics-phonology · Teaching pronunciation at the system level, debugging intelligibility problems rooted in phonetic misconfiguration, or designing ear training that targets language-specific phoneme contrasts

pragmatics-communication · Building conversational fluency beyond grammar by teaching learners to decode hidden meanings, adjust formality, and navigate face-saving in their target culture

translation-interpretation · High-stakes translation (legal, literary, technical) where equivalence theory discipline prevents the 'invisible translator' problem of over-domestication

vocabulary-acquisition · Building efficient vocabulary progressions for any language by frequency-banding the 2,000-5,000 core word families that unlock independent reading

bloom-taxonomy-and-mastery · Curriculum design where instructional clarity and testable outcomes prevent fuzzy lessons and hidden assumptions about what students should learn

constructivism-and-schema · Diagnosing why a learner is stuck (schema mismatch vs. developmental impossibility) and engineering learning situations where disequilibrium prompts productive restructuring

deliberate-practice-design · When coaching skill development through structured repetition and feedback cycles.

mindset-and-motivation · When scraping or crawling web content for data extraction projects.

prepared-environment-and-experience · When improving code quality without changing functionality.

zpd-and-scaffolding · When building serverless functions for CloudBase environments.

critical-argumentation · When setting and tracking organizational objectives and key results.

informal-fallacies · When building React applications with reusable component patterns.

mathematical-proof-logic · When verifying whether a proof sequence respects formal logical rules.

modal-logic · When distinguishing necessity from possibility, knowledge from belief, or deontic/temporal reasoning.

predicate-logic · When propositional logic cannot capture quantifiers or multi-variable predicates.

propositional-logic · When formalizing and mechanically checking validity of propositional arguments.

breath-and-meditation-foundations · Integrating diaphragmatic mechanics + pranayama + contemplative styles

contemplative-traditions-comparative · Understanding where Zen, Theravada, Vipassana, secular MBSR diverge

internal-arts-tai-chi-qigong · Integrating somatic alignment with qi circulation and martial application

martial-arts-body-discipline · Building sport-specific power, endurance, and kime (focus) in martial arts

somatic-movement-pilates-feldenkrais · Integration of neuromuscular awareness with controlled movement efficiency

yoga-practice-and-alignment · Balancing athletic flow (vinyasa) with precise alignment (Iyengar) focus

todo-management · Organizing personal or team tasks with deadlines and categorization.

bird-observation · Recording bird sightings with species, date, location, and behavioral notes.

ecosystem-mapping · Understanding relationships between organisms, food chains, and environmental interactions.

nature-journaling · Recording long-term observations of flora, fauna, and ecological changes over time.

save-insight · When you need to compound knowledge from a completed project or challenge so future similar work is easier.

critical-thinking · When analyzing arguments, practicing Socratic questioning, or developing clear thinking under uncertainty.

epistemology · When evaluating what counts as knowledge, how beliefs are justified, or foundational epistemological questions.

formal-logic · When checking argument validity via propositional/predicate logic or verifying deductive reasoning.

metaphysics · When evaluating claims about the nature of existence, identity, or what kinds of things are real.

collaborative-problem-solving · Group decision-making, brainstorming, resolving conflicts, or cross-functional ideation

metacognitive-monitoring · Preventing unproductive grinding by actively checking progress every 2-5 minutes and switching strategies when stalled.

the-fool · Stress-testing decisions via pre-mortems and red teams before committing when a single bad choice carries high cost.

problem-comprehension · Avoiding misinterpreted problems by systematically identifying knowns, unknowns, constraints, and problem type before solving.