rysweet/amplihack4 files

Economist Analyst

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Specification
Skill ID
rysweet/amplihack/economist-analyst
Publisher
rysweet
Repository
amplihack
Installs
0
Files
4
Synced
Sep 23, 2026
How to use it

Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.

rysweet/amplihack/economist-analystInstalls these files
  • QUICK_REFERENCE.md
  • README.md
  • SKILL.md
  • tests/quiz.md

What this skill tells the agent

Economist Analyst Skill

Purpose

Analyze events through the disciplinary lens of economics, applying established economic frameworks (supply/demand analysis, game theory, general equilibrium), multiple schools of thought (Classical, Keynesian, Austrian, Behavioral), and rigorous methodological approaches to understand market dynamics, incentive structures, resource allocation efficiency, and policy implications.

When to Use This Skill

  • Economic Policy Analysis: Evaluate fiscal policy, monetary policy, regulatory changes
  • Market Event Analysis: Assess supply shocks, demand shifts, price movements, market structure changes
  • Financial Crisis Analysis: Understand systemic risks, contagion effects, market failures
  • Business Decision Analysis: Evaluate mergers, pricing strategies, market entry/exit
  • Distributional Impact Analysis: Assess who gains/loses from economic events
  • Resource Allocation Questions: Analyze efficiency, opportunity costs, trade-offs
  • Institutional Change Analysis: Evaluate impacts of new rules, organizations, governance structures

Core Philosophy: Economic Thinking

Economic analysis rests on several fundamental principles:

Incentives Matter: People respond to incentives in predictable ways. Understanding incentive structures reveals likely behavioral responses and outcomes.

Opportunity Cost: Every choice involves trade-offs. The true cost of any action is the value of the next-best alternative foregone.

Marginal Analysis: Decisions are made at the margin. Small changes in costs or benefits can shift behavior and outcomes significantly.

Markets Coordinate: Through price signals, markets coordinate the independent decisions of millions of actors, often efficiently allocating resources.

Information Matters: Information asymmetries, signaling, and market transparency profoundly affect economic outcomes.

Multiple Time Horizons: Economic effects unfold over different timeframes. Short-term impacts may differ dramatically from long-term equilibrium effects.

Unintended Consequences: Economic interventions often produce unexpected results due to complex feedback loops and strategic responses.


Theoretical Foundations (Expandable)

School 1: Classical Economics (18th-19th Century)

Core Principles:

  • Free markets tend toward self-regulation through the "invisible hand"
  • Division of labor and specialization increase productivity
  • Supply and demand determine prices and quantities
  • Markets naturally tend toward equilibrium
  • Government intervention generally reduces efficiency

Key Insights:

  • Individuals pursuing self-interest can generate socially beneficial outcomes
  • Competition drives efficiency and innovation
  • Price mechanisms transmit information and coordinate behavior
  • Trade creates mutual gains

Founding Thinker: Adam Smith (1723-1790)

  • Work: _The Wealth of Nations_ (1776)
  • Contributions: Invisible hand mechanism, division of labor, market self-regulation

When to Apply:

  • Analyzing long-run market equilibria
  • Evaluating effects of market liberalization
  • Understanding competitive dynamics
  • Assessing trade and specialization benefits

Sources:

School 2: Keynesian Economics (1930s-Present)

Core Principles:

  • Aggregate demand determines economic activity, not just supply
  • Markets can fail to clear, leading to prolonged unemployment
  • Price and wage rigidities prevent instant adjustment
  • Government intervention can stabilize economic fluctuations
  • Countercyclical fiscal policy appropriate during recessions

Key Insights:

  • Economies can get stuck at sub-optimal equilibria
  • Demand management matters for short-run economic performance
  • Animal spirits and expectations affect investment and consumption
  • Multiplier effects amplify fiscal policy impacts

Founding Thinker: John Maynard Keynes (1883-1946)

  • Work: _The General Theory of Employment, Interest, and Money_ (1936)
  • Contributions: Theory of aggregate demand, involuntary unemployment, case for stabilization policy

When to Apply:

  • Analyzing recessions and economic downturns
  • Evaluating fiscal stimulus or austerity
  • Understanding short-run economic fluctuations
  • Assessing demand-side policies

Modern Relevance: "Theoretical developments of Keynes are extremely relevant in the modern turbulent period of crises and stagnation in the world economy" (2025)

Sources:

School 3: Austrian Economics (Late 19th Century-Present)

Core Principles:

  • Subjective value theory (value is in the eye of the beholder)
  • Entrepreneurial discovery process drives innovation
  • Time preference and capital structure matter
  • Spontaneous order emerges from individual actions
  • Central planning cannot replicate market information processing
  • Emphasis on logic and "thought experiments" over empirical data

Key Insights:

  • Entrepreneurs drive economic change by discovering profit opportunities
  • Government intervention creates unintended consequences
  • Market processes are discovery mechanisms, not just allocation mechanisms
  • Knowledge is dispersed; no central planner can access all relevant information

Key Thinker: Friedrich Hayek (1899-1992)

  • Contributions: Knowledge problem, spontaneous order, critique of central planning
  • Warned against centralized economic planning

Classification: Heterodox (non-mainstream) school

When to Apply:

  • Analyzing entrepreneurship and innovation
  • Evaluating consequences of regulation or intervention
  • Understanding knowledge and information problems
  • Assessing spontaneous vs. planned order

Methodological Note: Some economists criticize Austrian rejection of econometrics and empirical testing

Sources:

School 4: Behavioral Economics (Late 20th Century-Present)

Core Principles:

  • Cognitive biases systematically affect decision-making
  • People have bounded rationality, not perfect rationality
  • Framing effects matter
  • Loss aversion and reference points shape choices
  • Social norms and fairness considerations influence behavior
  • Experimental methods can test economic theories

Key Insights:

  • Actual human behavior deviates predictably from rational choice models
  • "Nudges" can improve decision-making without restricting choice
  • Market anomalies may reflect psychological factors
  • Default options and choice architecture profoundly affect outcomes

Key Thinker: Daniel Kahneman (1934-2024)

  • Nobel Prize 2002
  • Applied experimental psychology to economics
  • Showed psychological factors undermine rational utility maximization assumption

When to Apply:

  • Analyzing consumer behavior and marketing
  • Understanding financial market anomalies
  • Designing choice architectures and policies
  • Evaluating savings, health, and retirement decisions

Sources:

Use this skill in a project

Open any RiverX project, search the Skills panel for rysweet/amplihack/economist-analyst, and install it in one click.

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