account-research
Research a company or person and get actionable sales intel. Works standalone with web search, supercharged when you connect enrichment tools or your CRM.…
\"Analyze market structures across perfect competition, monopolistic competition, oligopoly, and monopoly to predict firm behavior and market outcomes. Use this skill when the user needs to classify a market's competitive structure, predict pricing behavior, evaluate antitrust
$ npx -y skills add charlieviettq/awesome-agent-skill --skill econ-market-structure --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/econ-market-structureContext preview
The summary Claude sees to decide when to auto-load this skill.
\"Analyze market structures across perfect competition, monopolistic competition, oligopoly, and monopoly to predict firm behavior and market outcomes. Use this skill when the user needs to classify a market's competitive structure, predict pricing behavior, evaluate antitrust
name: "\"econ-market-structure\"" description: "\"Analyze market structures across perfect competition, monopolistic competition, oligopoly, and monopoly to predict firm behavior and market outcomes. Use this skill when the user needs to classify a market's competitive structure, predict pricing behavior, evaluate antitrust implications, or understand why an industry behaves the way it does — even if they say 'why can they charge so much', 'is this market competitive', or 'will prices come down'.\"." allowed-tools: Read, Glob, Grep
Market structure determines how firms compete, set prices, and earn profits. The four structures — perfect competition, monopolistic competition, oligopoly, monopoly — predict increasingly different behaviors as concentration rises and differentiation increases.
IRON LAW: Structure Determines Behavior, Not Vice Versa Classify the market structure FIRST based on structural characteristics (number of firms, barriers, differentiation), THEN predict behavior. "This company charges high prices" does not mean it's a monopoly — high prices can occur in oligopolies and even monopolistic competition.
| Feature | Perfect Competition | Monopolistic Competition | Oligopoly | Monopoly | |---------|-------------------|------------------------|-----------|----------| | Firms | Very many | Many | Few | One | | Product | Homogeneous | Differentiated | Homogeneous or differentiated | Unique, no close substitutes | | Entry barriers | None | Low | High | Very high | | Price power | None (price taker) | Some (limited by substitutes) | Significant (interdependent) | Full (price maker) | | Long-run profit | Zero (economic) | Zero (economic) | Positive possible | Positive | | Examples | Agricultural commodities, forex | Restaurants, clothing | Airlines, telecom, auto | Utilities, patents |
1. **Count sellers**: How many significant firms serve this market? 2. **Assess differentiation**: Are products identical or differentiated? 3. **Evaluate entry barriers**: Can new firms enter easily? 4. **Check interdependence**: Do firms react to each other's moves?
**Perfect Competition**: Price = marginal cost. Firms are price takers. No advertising needed. Long-run economic profit = 0.
**Monopolistic Competition**: Short-run profits possible through differentiation. Long-run: entry erodes profits to zero. Firms compete on brand, quality, location.
**Oligopoly**: Firms are interdependent — each watches rivals' moves. Game theory applies. May collude (tacitly or explicitly). Kinked demand curve or Cournot/Bertrand models.
**Monopoly**: Price > marginal cost. Deadweight loss exists. May be regulated (utilities) or temporary (patents). Natural monopolies occur when average costs decline with scale.
# Market Structure Analysis: {Industry}
## Classification
- Structure: {type}
- Evidence:
- Number of firms: ...
- Product differentiation: ...
- Entry barriers: ...
- Interdependence: ...
## Predicted Behavior
- Pricing: {price-taking / markup / strategic}
- Long-run profit: {zero / positive}
- Competition type: {price / quality / advertising / innovation}
## Policy Implications
{Antitrust concerns, regulation needs, consumer impact}**Scenario:** Taiwan's telecom market
Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
Research a company or person and get actionable sales intel. Works standalone with web search, supercharged when you connect enrichment tools or your CRM.…
Evaluate LLM agents and tool-using workflows—task success, tool accuracy, latency/cost, safety, and regression suites. Use when shipping agent features,…
Design agent tools and CLI surfaces—schemas, naming, errors, idempotency, and discoverability for LLM callers. Use when defining tools for agents, SDKs, or…
\"Implement and select ad bidding strategies from manual CPC to automated target-CPA and target-ROAS. Use this skill when the user needs to choose a bidding…
\"Optimize advertising budget allocation across campaigns using marginal returns analysis. Use this skill when the user needs to distribute budget across…
\"Build CTR prediction models for estimating ad click-through rates from features. Use this skill when the user needs to predict click probability, build an ad…