Route grape variety questions to the correct specialist knowledge — major noble grapes, indigenous and regional varieties, or how the same grape expresses differently across…
Navigate the painting market — oil, acrylic, watercolor, gouache, mixed-media on canvas, panel, and paper.
Negotiate title, level, reporting line, scope, charter, headcount, and budget — the structural levers that shape what the role actually is over its tenure.
Orchestrate data science analysis across the full project lifecycle. Use when the user needs to clean or prepare data, perform exploratory analysis, engineer features, run…
Maintain the living product narrative — the evolving story of what this intelligence system is, where it came from, where it's going, and what it believes.
Prepare for panel interviews, live cases, working sessions, take-home cases, and IC simulations. Reference when the loop includes any multi-interviewer dynamic or live…
Single-leg options strategist focused on income generation — cash-secured puts (CSP) on quality names you'd be happy to own, and covered calls (CC) against existing positions.
Break complex research questions into individually verifiable atomic claims. Use when a question contains multiple assertions, hidden assumptions, compound predicates, or causal…
Analyze how policymakers, strategists, and investors use and misuse history for decisions, drawing on Neustadt and May's Thinking in Time framework, intelligence analysis methods,…
Schools of historical thought, methodology debates, and the philosophy of history. Covers the major historiographical traditions (Annales, Marxist, feminist, postcolonial,…
Route questions about the physical environment of a world — terrain, climate, biomes, ecosystems, and technology.
Analyze corporate spinoffs, restructurings, and distressed situations for investment opportunities. Use when the user wants to evaluate a spinoff, carve-out, split-off, rights…
Route questions about states, empires, governance, revolution, diplomacy, sovereignty, and international order.
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 a decomposed problem to the right reframing technique — alternative formulations, Munger inversion, stakeholder rotation, and the framing-effects reference.
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…
Metaphor, simile, image systems, and the objective correlative — the machinery of implication in prose.
Direct the geopolitical overlay subdomain — route macro-geopolitical investment questions to the right specialist skill covering great-power dynamics, energy security, or secular…
Direct the revision-craft subdomain — route editing, style analysis, and prose-tightening questions to the right specialist skill.
Story structure frameworks — three-act, kishotenketsu, Truby's organic steps, and non-linear techniques.
Prepare for VC interviews across associate, principal, partner, venture-partner, EIR, and operating-partner roles.
Transform existing prose by pushing it along specific style-DNA axes. Use when the user has a passage and wants to see what happens when it's warped toward a different author,…
Orchestrate world history learning across nine wings: political, economic, cultural, military, intellectual, world-systems, historiography, applied-history, and regional-atlas.
Orchestrate problem-statement quality across diagnosis, decomposition, reframing, compression, and audit.
Orchestrate artistic design decisions across visual projects. Use when the user needs design direction, style choices, color palettes, typography decisions, composition guidance,…
Route questions about art, religion, gender, identity, social movements, and everyday life across history.
Route a candidate problem statement through the audit battery — XY-pattern detection, answerability, falsifiability, scope bounding, and the six-axis grader.
Strategic and tactical asset allocation frameworks — from classic models (60/40, risk parity, endowment) to regime-based positioning, glide path design, liability-driven…
Knowledge skill for algorithms, noise functions, shaders, and creative coding patterns used in artifact construction.
Currency analysis frameworks — FX valuation, dollar dynamics, carry trades, and how currencies affect multi-asset portfolios.
Therapeutic market dynamics frameworks including game-theoretic competitive modeling, market archetypes, launch sequence impact, class saturation signals, payer adoption curves,…
Direct frontier signal-scanning, mindshare quantification, data-generation monitoring, and emerging-target radar to the appropriate specialist skill.
Wine as an alternative-asset class — Liv-ex indices, blue-chip producers, illiquidity premium, cross-asset correlation, the structural friction in wine investment, and the honest…
Shape an audited problem statement as BLUF (Bottom Line Up Front) — one-sentence answer, minimum background, priority-ordered discussion, explicit recommendation.
Opening-range breakout intraday trader. After the first 15 minutes of RTH, watches for breakouts above the opening high (long) or below the opening low (short — disabled in v1,…
Design the value exchange for intelligence products — not just pricing but the full model of how value flows between the system and its users. Handles free vs.
Direct behavioral interview prep, domain-technical deep-dives, VC interviews, executive interviews, and panel/case interviews to the appropriate specialist skill.
Maintain a reflection practice — daily, weekly, quarterly — that turns experience into nameable, retrievable lessons.
Master AI-native product orchestrator. Cultivates living intelligence products by weaving capabilities from every domain (design, data science, investing, writing, game theory,…
Route questions at the experimental frontier of wine knowledge — synesthetic tasting notes, coached blind tasting practice, climate change projections for wine regions, and…
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…
Identify and diagnose wine faults and flaws using a complete taxonomy of 17+ compounds with detection thresholds and sensory descriptors.
Auction theory foundations for understanding and designing competitive allocation mechanisms. Reference when analyzing auction formats, computing optimal bidding strategies,…
Rendering consciousness on the page — the full spectrum from direct thought through free indirect discourse through stream of consciousness, and the craft of making readers live…
Navigate the Old Masters market — paintings predating 1800 (broadly), attribution hierarchy discipline, dendrochronology and panel-painting science, multi-century provenance…
Explain the production of sparkling, fortified, and sweet wines — méthode traditionnelle, Charmat, pét-nat, Port, Sherry, Madeira, botrytis, and ice wine.
Verify individual claims by finding and cross-referencing multiple independent sources. Use when an atomic claim needs evidence gathering, source quality evaluation, independence…
Design the intelligence system's future state in experiential terms — not feature lists but what it's like to interact with this intelligence.
Assess the stakes of a problem statement as low / medium / high. Drives binding-vow's mode selection (quick for low / standard for medium / deep for high).
Build and maintain living research collections on topics relevant to the skill library. Use when building a curated knowledge base on a subject, gathering authoritative sources…
Translate wine profiles into parallel sensory domains — color palettes, music, textures, seasons, landscapes, and emotional moments.
Construct and evaluate historical arguments: thesis formation, evidence marshaling, interpretive frameworks, counterfactual reasoning, causal analysis, and periodization.
Observe creative outputs and infer aesthetic preferences from user behavior — acceptance, revision patterns, explicit praise, and abandonment.
Tune the same underlying narrative for different audiences — clinical peer, recruiter, hiring manager, VC partner, board chair, founder, journalist — without distorting truth.
Route questions about the people and structures of a world — cultures, factions, religions, and history.
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…
Run structured thesis/antithesis/synthesis dialogues and manage multi-round point-counterpoint exchanges.
Deep expertise in tail risk management using Nassim Taleb's framework — fat tails, antifragility, barbell strategy, convexity, and via negativa.
Apply Munger inversion to a problem statement — instead of asking how to succeed, ask what would guarantee failure, then negate to surface preconditions for success.
Route memorabilia and autograph questions — sports autographs (PSA/DNA, JSA, BAS), game-used and game-worn (photo-matched, team-letter, player-issued), and pop-culture memorabilia…