Blend 2-4 author DNA profiles into a novel Voice Card — a reusable style specification that the prose-writer can consume.
Direct the dialectical methods subdomain — route meta-methodological requests to Socratic questioning, steel-manning, thought experiments, or structured dialectic.
Visualize the skill network as an ASCII dependency graph. Use when the user wants to see how skills connect, trace dependency chains, find orphaned skills, or understand the…
Compute a 0-100 weighted momentum score for an emerging target or modality from conference share-of-voice (AACR/ASCO/ASH/ESMO abstract share, JPM January agenda), financing and…
Orchestrate artistic design decisions across visual projects. Use when the user needs design direction, style choices, color palettes, typography decisions, composition guidance,…
Design biomarker-driven enrichment strategies for clinical trials, predicting responder populations and quantifying the impact of enrichment on statistical power, probability of…
Generate optimized clinical trial designs given a therapeutic hypothesis, target population, and development stage.
Direct offer negotiation, equity literacy, title and scope negotiation, and exit / transition craft to the appropriate specialist skill.
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…
Surface implicit values, competing goods, and hidden moral assumptions in a proposal, decision, policy, or argument.
Route a decomposed problem to the right reframing technique — alternative formulations, Munger inversion, stakeholder rotation, and the framing-effects reference.
Analyze the Mediterranean and Near East as a connected historical zone from the Fertile Crescent through classical antiquity, Byzantium, the Islamic golden age, the Ottoman…
Design civilizations, cultures, social structures, and institutions with internal consistency. Reference when building a people's values, governance, customs, religion, economy,…
Calculate risk-adjusted probability of success for any therapeutic program using historical base rates, mechanism-based adjustments, and program-specific modifiers.
Route questions about warfare, strategy, military technology, intelligence, and peacemaking across history.
Explore the future of wine — climate change impacts on classic regions, rising regions to watch, natural wine market dynamics, and global consumption trend shifts.
Identify and evaluate recurring patterns across history: imperial overstretch, Thucydides traps, financial manias, revolutionary dynamics, secular cycles, and technological…
Watch how the product-in-use differs from the product-as-designed. Where are users doing unexpected things? Where is the system developing behaviors beyond its initial seed? Where…
Navigate the prints and multiples market — limited edition fractions (AP, HC, EA, PP, BAT), the major print techniques (lithograph, etching, silkscreen, woodcut, photogravure),…
Analyze patent landscape and IP risk for biotech assets including patent type taxonomy, patent life calculation with extensions, Orange/Purple Book analysis, Paragraph IV…
Construct the strongest possible version of an opposing argument. Use when the user wants to understand the best case for a position they disagree with, stress-test their own…
Control tension curves and narrative rhythm in worldbuilding and storytelling. Reference when designing event sequences, plotting revelation spirals, or determining how much…
Direct FDA/EMA pathway analysis, designation eligibility assessment, regulatory precedent research, and regulatory risk scoring to the appropriate specialist skill.
Deep expertise in tail risk management using Nassim Taleb's framework — fat tails, antifragility, barbell strategy, convexity, and via negativa.
Translate a culture into how its people talk and think on the page — vocabulary domains, idiom source, syntactic rhythm, metaphor reach, and the things characters refuse to…
Direct the rhetoric subdomain — route persuasion, argument, essay form, and rhetorical device questions to the right specialist skill.
Fuse literature/preprint velocity, scientific mindshare, and orthogonal data-engine convergence into a ranked watchlist of emerging target x modality candidates — each tagged with…
Direct the revision-craft subdomain — route editing, style analysis, and prose-tightening questions to the right specialist skill.
Interpret insider buying and selling signals for investment decision-making. Use when the user wants to analyze Form 4 filings, evaluate insider transactions, build an insider…
Frameworks for using constraints as creative tools in product design. The right constraints channel emergence productively; too many kill it; too few produce chaos.
Direct frontier signal-scanning, mindshare quantification, data-generation monitoring, and emerging-target radar to the appropriate specialist skill.
Route questions about the rules and systems that make a world distinct — magic, metaphysics, naming, and the foundational axioms in the world-bible.
Classical information economics foundations covering signaling, screening, adverse selection, moral hazard, and contract theory.
Navigate Pokémon card collecting — 1st Edition vs Shadowless vs Unlimited Base Set, Japanese trophy cards (Pikachu Illustrator, No Rarity, Trainer Promos), modern era WOTC vs…
Auction theory foundations for understanding and designing competitive allocation mechanisms. Reference when analyzing auction formats, computing optimal bidding strategies,…
Analyze the dissolution of colonial empires, national liberation movements, neo-colonialism, Cold War proxy dynamics, and the creation of the modern state system in Asia, Africa,…
Alternative narrative shapes beyond the dramatic arc — meander, spiral, fractal, wavelet, radial, braid, and cycle.
Orchestrate prose writing, revision, and craft learning across fiction, nonfiction, and essays. Use when the user needs help drafting prose, revising existing text, analyzing…
Negotiate exit terms — notice, garden leave, severance, non-compete carveouts, IP releases, transition consulting, references.
Route questions about the physical environment of a world — terrain, climate, biomes, ecosystems, and technology.
Transfer knowledge, frameworks, and mental models between domains in the skill library. Use when a concept from one domain could apply to another, when looking for cross-domain…
Word choice in prose — precision, connotation, register, and the difference between the right word and the almost-right word.
Brand strategy fundamentals — positioning, values, audience definition, personality frameworks, and competitive differentiation.
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…
Produce 2-3 alternative formulations of a problem statement using IDEO's How Might We formula, Polya's specialize/generalize operations (level-shifting), and…
Route grape variety questions to the correct specialist knowledge — major noble grapes, indigenous and regional varieties, or how the same grape expresses differently across…
Cooperative game theory foundations for coalition analysis, fair allocation, bargaining, and matching.
Strategic and tactical asset allocation frameworks — from classic models (60/40, risk parity, endowment) to regime-based positioning, glide path design, liability-driven…
Reference Russell Ackoff's mess concept — interrelated problem systems where dissolution beats solution — and his framework distinguishing puzzles, problems, and messes.
Route a problem statement to the right diagnostic skill — typology classification, audience detection, stakes assessment, and the mess/wicked reference frameworks.
Behavioral game theory foundations covering how real humans deviate from Nash equilibrium. Reference when analyzing level-k thinking, quantal response equilibrium, social…
Downside protection and portfolio hedging frameworks — put protection strategies, tail risk hedging, the Taleb barbell, cross-asset hedging, currency hedging, and cost-benefit…
Route questions about the history of ideas, scientific revolutions, political thought, and knowledge systems.
Apply correct wine service technique — serving temperatures by style, decanting decisions (aeration vs sediment separation), glassware selection philosophy, opening techniques for…
Soros's theory of reflexivity applied to financial markets. Covers the cognitive and manipulative functions, boom-bust dynamics, feedback loops in credit/equity/currency markets,…
Sensory specificity and the show/tell spectrum — the objective correlative, the telling detail, and knowing when showing is better than telling (and vice versa).
Navigate rare book collecting — first editions, points of issue, dust jacket economics, association copies, the ABAA / ILAB trade-body system, condition vocabulary (As New / Fine…
Route wine-collecting questions — en primeur futures, cellar strategy and storage, provenance and ullage assessment, and wine as an asset class (Liv-ex indices, blue-chip…
Analyze South Asia as a connected historical zone covering the Indus civilization, the Vedic and classical ages, the Sultanate and Mughal empires, the colonial Raj, and the modern…
Deep expertise in cross-asset correlation regimes — how correlations shift across market environments, why diversification fails in crises, and how to identify true diversifiers.