Detect buying signals across TAM companies and watchlist personas. Three-phase architecture: (1) free diff-based signals from existing data (headcount growth, tech stack changes,…
Multi-decade structural forces shaping investment landscapes. Reference when evaluating AI investment cycles, demographic shifts, deglobalization, sovereign debt sustainability,…
Route a decomposed problem to the right reframing technique — alternative formulations, Munger inversion, stakeholder rotation, and the framing-effects reference.
Digital asset investing frameworks — Bitcoin, Ethereum, tokenization, on-chain analytics, and crypto market structure.
Prepare for domain-technical interview rounds — the rounds where the user will be tested on what they claim to know (clinical development, regulatory strategy, asset evaluation,…
Narrative perspective — psychic distance, free indirect discourse, unreliable narration, and POV mechanics.
Generate 3-5 structured wine recommendations for any dish across entry, mid-range, and premium price tiers.
Analyze revolutionary dynamics from the English Civil War through the Arab Spring using Brinton's anatomy, Skocpol's structural theory, and modern frameworks.
Navigate modern watch collecting — Rolex Daytona / GMT-Master, Patek 5711 Nautilus, AP Royal Oak, the allocation game at authorized dealers, gray market dynamics, and the…
Direct clinical trial design, endpoint selection, biomarker enrichment, and patient population sizing questions to the appropriate specialist skill.
Navigate the die-variety specialist subfield — doubled dies (1955 DDO, 1969-S DDO), repunched mint marks (RPM), overdates, and other minting errors that create coins with values…
A pattern library of named scandals, forgery vectors, and red flag clusters across collecting domains.
Design multi-year transition plans — what to do in year 1 to make year 3 possible, intermediate roles, advisor seats, side artifacts, and the order that makes the move credible.
Test whether a problem statement is answerable in principle: could any evidence resolve it? Coordinates with philosophy/epistemology/evidence-evaluator to assess what evidence…
Analyze East Asia as a connected historical zone covering China's dynastic cycles, Japan, Korea, steppe empires, and the Sinocentric order.
Navigate film, TV, and music memorabilia — production-used props, screen-worn costumes, signed instruments, original concert artifacts.
Distinguish science from pseudoscience and evaluate whether a claim or field meets criteria for scientific legitimacy.
Identify all parties affected by a decision, their moral claims, power dynamics, and vulnerability. Use when the user needs to understand who is affected by a proposal, whose…
Grow rapid capability prototypes — not wireframes or mockups but living demonstrations of capability combinations.
Direct cold outreach, relationship stewardship, mentorship design, ecosystem mapping, and introductions / referrals to the appropriate specialist skill.
Metaphor, simile, image systems, and the objective correlative — the machinery of implication in prose.
Great-power competition and its investment implications. Reference when assessing US-China decoupling, supply chain restructuring, Taiwan risk, alliance blocs, sanctions regimes,…
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…
Generate, test, and iteratively refine candidate solutions to open-ended research questions using an evolutionary loop with automated evaluation.
Review investment portfolios for risk, diversification, fees. Asset allocation recommendations, tax-loss harvesting, rebalancing.
Run health checks on skills to detect issues: oversized SKILL.md, poor trigger descriptions, missing progressive disclosure, excessive token usage, trigger conflicts between…
Direct historical MOA-arc placement, modality-lifecycle assessment, human-genetics target validation, and discovery-stage conviction scoring to the appropriate specialist skill.
Tune the same underlying narrative for different audiences — clinical peer, recruiter, hiring manager, VC partner, board chair, founder, journalist — without distorting truth.
Market design foundations for matching and allocation without prices. Reference when designing or analyzing matching systems, two-sided markets, assignment mechanisms, or…
Map the skill library's coverage, white space, and structural health. Use when identifying gaps in the library, finding underdeveloped areas, assessing domain coverage,…
Design and prioritize the skill library's growth — turn gap analyses, frontier scans, and pattern insights into concrete, sequenced build plans.
Simulate evolutionary game dynamics — run replicator equations, compute fixation probabilities, visualize phase portraits and population trajectories, and analyze evolutionary…
Navigate the legal classification systems governing wine production worldwide — EU PDO/PGI, French AOC, Italian DOC/DOCG, Spanish DO/DOCa, German Prädikat, US AVA, and Australian…
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…
Design incentive-compatible mechanisms for specific allocation, auction, voting, or governance problems.
Ask for, give, and track introductions and referrals — the warm-intro economy that drives most senior moves.
Navigate the en primeur (wine futures) market — Bordeaux's pre-bottling release system, the La Place de Bordeaux négociant infrastructure, the timing and pricing dynamics, and the…
Judge whether an invented system — a magic system, an economy, a society, a technology — is actually SOUND, not merely internally consistent.
When adaptation-observer or emergence-detector surfaces something good, amplifier figures out how to strengthen it.
Analyze climate as a historical actor, ecological imperialism, disease as a force in history, and the Anthropocene.
Master AI-native product orchestrator. Cultivates living intelligence products by weaving capabilities from every domain (design, data science, investing, writing, game theory,…
Score a discovery-stage target × modality candidate before any clinical PoS exists, decomposing conviction into P(biology holds) × P(modality deliverable) × position-on-arc ×…
Direct the rhetoric subdomain — route persuasion, argument, essay form, and rhetorical device questions to the right specialist skill.
Expert knowledge on business valuation from first principles — DCF methodology, owner earnings, margin of safety, moat analysis, valuation multiples, and asset-based approaches.
Score regulatory risk across six clinical-regulatory dimensions using a structured framework, producing a quantitative risk profile with radar chart scores, aggregate risk rating,…
Identify cognitive biases distorting a decision, judgment, or argument. Use when the user suspects their thinking may be biased, wants to check a decision for common reasoning…
Analyze competing rights claims, distinguish negative from positive rights, and identify where rights frameworks conflict.
The music of prose — sentence length variation, cadence, stress patterns, and the physical sound of written language.
Identify and evaluate recurring patterns across history: imperial overstretch, Thucydides traps, financial manias, revolutionary dynamics, secular cycles, and technological…
Translate AI frontier developments into product opportunities. Consumes neocortex/frontier-scanner output and reframes it through a product lens — not "what's new in AI" but "what…
Manage wine storage and aging — optimal cellar conditions, drinking windows by wine type, how to assess readiness, practical cellar building strategy with portfolio ratios, buying…
Apply the Court of Master Sommeliers Deductive Tasting Grid to systematically evaluate any wine. Use when describing a wine from scratch, practicing blind tasting, or building a…
Commodity investing frameworks — supply/demand analysis, energy markets, metals, agriculture, and futures market structure.
Analyze the evolution of money and finance from Mesopotamian grain accounting through coinage, bills of exchange, central banking, the gold standard, fiat currency, and modern…
Route questions about the physical environment of a world — terrain, climate, biomes, ecosystems, and technology.
Energy markets, transition dynamics, and resource security for investment analysis. Reference when evaluating oil and gas markets, renewable energy economics, nuclear renaissance,…
Responsive typography — how type behaves across screen sizes, devices, and contexts. Covers fluid type scaling, viewport-based sizing, optical adjustments at different sizes,…
Write self-assessments, prepare for review conversations, calibrate against rubrics, and "manage up" the formal review process.
Direct frontier signal-scanning, mindshare quantification, data-generation monitoring, and emerging-target radar to the appropriate specialist skill.
Explain the science behind terroir — how soil type, climate, altitude, aspect, and microclimate shape wine flavor.