Alternative data sources and integration frameworks for investment monitoring. Reference when evaluating non-traditional data signals, building monitoring dashboards with…
Analyze how civilizations organize, preserve, and transmit knowledge: oral traditions, the invention of writing, libraries including Alexandria, universities, the printing press,…
Direct the decision theory subdomain — route choice-under-uncertainty problems to decision structuring, bias detection, or counterfactual analysis.
Assembles the final EMPTOR BRIEF for a purchase decision and runs its pre-flight audit: ranked pick with confidence-and-because clauses, trade-off map, evaluation matrix,…
Design what a world feels like to inhabit — soundscapes, smells, textures, temperatures, and embodied experience of place.
Name the target role archetype precisely — what each archetype actually does day-to-day, what credentials it requires, what tradeoffs it imposes, and where each archetype sits in…
Prepare for board service — observer or director — covering fiduciary literacy, board meeting protocol, IC dynamics, governance roles, the relationship between board and CEO, and…
Direct behavioral interview prep, domain-technical deep-dives, VC interviews, executive interviews, and panel/case interviews to the appropriate specialist skill.
Direct the geopolitical overlay subdomain — route macro-geopolitical investment questions to the right specialist skill covering great-power dynamics, energy security, or secular…
Data visualization chart selection and design principles. Reference when choosing chart types for specific messages, designing accessible visualizations, avoiding misleading…
Formulate a problem statement as a Claude prompt in Anthropic's canonical structural order — role, context, longform-data-first, examples, numbered instructions, output format,…
Analyze Kuhn's paradigm shifts as historical narrative: the Copernican revolution, Newton, Darwin, Einstein, quantum mechanics, plate tectonics, and the genomic revolution.
Build structured comparisons of historical phenomena across time and space. Use when the user wants to compare two or more empires, revolutions, economic crises, or technological…
Build and manage a collector wine cellar — bonded storage vs home storage, OWC vs loose bottles, drinking windows, deaccessioning timing, the trade-offs between consumption and…
RSI(14) mean reversion on a small allowlist of liquid large caps. Buys oversold (RSI<30), exits at RSI>70 or after 10 days. Conviction-scaled sizing.
Apply the structural science of food and wine pairing — the five component axes (acidity, tannin, sweetness, body, oak), decision framework, WineGraph elimination rules, and…
Navigate autograph collecting — sports, entertainment, and historical signatures. Covers PSA/DNA, JSA, BAS authentication tiers, the witnessed-vs-opinion distinction, common…
Knowledge skill covering central bank policy frameworks, rate cycle analysis, liquidity conditions, yield curve interpretation, and the transmission of monetary policy to markets.
Insure and underwrite the handling chain for high-value collectibles via scheduled personal property riders, fine arts policies, and transit cover.
Analyze skills using the Anthropic API for precise token counting, description quality evaluation, content review, and decomposition suggestions.
Direct the modeling subdomain — route prediction and forecasting questions to the right specialist skill, define the learning curriculum, and resolve conflicts between model…
Score a problem statement on six axes — specificity, falsifiability, scope, audience-fit, answerability, root-vs-symptom — using calibrated 1-5 rubrics.
Reference the Minto Pyramid Principle, SCQA narrative structure (Situation, Complication, Question, Answer), MECE classification, and BLUF (bottom-line-up-front) format.
Update credences given new evidence, calibrate confidence levels, and identify base-rate neglect. Use when the user needs to reason about how new evidence should change their…
Design and run a personal 360 — selecting raters, drafting questions, running the process, synthesizing the report, and integrating the findings.
Explain how wine is made in the cellar — fermentation choices (wild vs cultured yeast, temperature), maceration techniques, malolactic conversion, oak treatment options, pressing,…
Assess the physical and documentary provenance of wine — ullage, capsule integrity, label condition, cellar source designations (ex-château / ex-cellar / private collection /…
Direct the strategic foundations subdomain — route game theory questions to the right specialist skill, define the learning curriculum, and resolve conflicts between analytical…
Match wine to nine world cuisine traditions — French, Italian, Japanese, Indian, Thai, Middle Eastern, Mexican, Korean, and cheese.
Population dynamics foundations for evolutionary game theory. Reference when analyzing replicator equations, phase portraits, fixation probabilities, stochastic dynamics, or…
Knowledge skill covering fiscal dominance theory, sovereign debt dynamics, Treasury issuance analysis, fiscal-monetary interaction, and the investment implications of government…
Design and maintain mentorship relationships — finding mentors, structuring asks, setting cadence, building reciprocity, and exiting with grace when the relationship has run its…
Direct the foresight subdomain — route AI landscape tracking, future scenario modeling, and strategic briefing requests to the right specialist.
Control tension curves and narrative rhythm in worldbuilding and storytelling. Reference when designing event sequences, plotting revelation spirals, or determining how much…
Political philosophy from social contract theory to global justice. Covers the social contract (Hobbes, Locke, Rousseau, Rawls), theories of justice (Rawls, Nozick, Sen), liberty…
Explore the future of wine — climate change impacts on classic regions, rising regions to watch, natural wine market dynamics, and global consumption trend shifts.
Analyze how states relate to each other across history: the Westphalian system, balance of power, concert systems, alliance structures, international law, and the evolution from…
Construct and evaluate historical arguments: thesis formation, evidence marshaling, interpretive frameworks, counterfactual reasoning, causal analysis, and periodization.
Track product initiatives through their organic lifecycle — from seed to compost. Maintains the initiative log with state transitions, learnings, and portfolio-level views.
Find collectible objects across the channel landscape — estate sales, regional auction houses, major-house aggregators, eBay/WhatNot, Discord/Instagram communities, picker…
Theory of knowledge and justification across the Western philosophical tradition. Covers the tripartite analysis (justified true belief), Gettier problems, foundationalism vs.
Social choice theory foundations for understanding collective decision-making and its limits. Reference when analyzing voting systems, evaluating fairness of aggregation rules,…
Build a full Minto Pyramid (recursive, N-level) for executive memos and substantial documents. Calls writing/rhetoric/argument-structure for sentence-level scaffolding and applies…
Analyze strategic thought from Sun Tzu and Thucydides through Clausewitz, Jomini, Liddell Hart, and modern theorists.
Systematically trace cascading consequences from a single change or axiom. Reference when propagating the implications of a world rule, testing whether an axiom has been fully…
Analyze the great conversation of political thought from Plato and Aristotle through Machiavelli, Hobbes, Locke, Rousseau, Marx, Mill, Arendt, and Rawls.
Direct the computational strategy subdomain — route questions about algorithmic game theory, computational complexity of equilibria, behavioral game theory, bounded rationality,…
Produce in-universe artifacts — documents that exist inside the world, written in a specific voice and format.
Apply multiple ethical frameworks to a situation and surface where they converge and diverge. Use when the user faces a moral dilemma, needs to evaluate whether an action is…
Understand and negotiate equity grants — options vs RSUs vs PSUs, strike price, vesting, cliff, refresh, acceleration, dilution, secondary, 409A.
Run "what if" analysis: construct counterfactual scenarios, assess causal claims, and explore possibility space.
Analyze the 200,000-plus years of human history before agriculture, drawing on Smail's neurohistory, David Christian's Big History thresholds, and current research on human…
Orchestrates rigorous consumer purchase research from need to verified recommendation. Use when the user wants to buy something and asks "what's the best X", wants product options…
Deep expertise in tail risk management using Nassim Taleb's framework — fat tails, antifragility, barbell strategy, convexity, and via negativa.
Treat the collection as part of a balance sheet — sizing, concentration, diversification, illiquidity premium, deaccessioning calendar.
Design civilizations, cultures, social structures, and institutions with internal consistency. Reference when building a people's values, governance, customs, religion, economy,…
Explore wine and food pairing through shared volatile aroma compounds — the Ahn et al. flavor network research, Foodpairing methodology, 14-compound reference table, and five…
Navigate luxury handbag collecting — Hermès Birkin and Kelly authentication via blind stamps, leather grammar (Togo, Epsom, Box, Chèvre, exotic), hardware (PHW palladium vs GHW…
Modern information design and strategic communication theory. Reference when analyzing how a sender optimally designs information to influence a receiver's actions, when studying…
Assess chemistry, manufacturing, and controls risk using FMEA methodology with modality-specific failure modes, severity/occurrence/detection scoring, scalability assessment, COGS…