game-theory-auction

Analyze auction formats and value structures to determine optimal bidding strategies.

212|23|Updated May 23, 2026
One-click install
npx skills add https://github.com/human-avatar/skills-for-humanity --skill game-theory-auction
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: game-theory-auction
Source: https://github.com/human-avatar/skills-for-humanity/tree/main/skills/game-theory-auction
Command: npx skills add https://github.com/human-avatar/skills-for-humanity --skill game-theory-auction

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you choose optimal bidding tactics and interpret auction outcomes to avoid costly mistakes like overbidding and the winner's curse.

Core Features & Use Cases

  • Auction type & value-structure analysis: Identify whether the auction is first-price, second-price, ascending, descending, or another format, and classify the setting as private value, common value, or affiliated values.
  • Strategy selection & winner’s-curse correction: Use dominant strategies where applicable (e.g., Vickrey/second-price) and apply the correct downward adjustment when winning signals you were overly optimistic (common values).
  • Design recommendations: Provide guidance on reserve prices, efficiency vs revenue trade-offs, and multi-unit/combinatorial extensions for auction designers.

Use Case: You’re participating in a sealed-bid procurement auction with uncertain valuations; this Skill helps you determine how much to bid and whether winning is likely to indicate overestimation.

Quick Start

Run the game-theory-auction skill and describe the auction format and your valuation information so it recommends the right bid and explains the underlying strategic logic.

Frequently Asked Questions about game-theory-auction

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I calculate an optimal bidding strategy for a sealed-bid procurement auction?

An optimal bidding strategy for a sealed-bid procurement auction depends on identifying whether values are private or common, then adjusting your bid downward to avoid the winner's curse if winning signals overestimation of uncertain valuations.

What is the winner's curse and how do I avoid it in common value auctions?

The winner's curse occurs in common value auctions when winning indicates your bid was based on an overly optimistic valuation, which you avoid by applying a downward adjustment to your expected value before bidding.

How should I design reserve prices for an ascending or descending auction?

Designing reserve prices for ascending or descending auctions requires balancing efficiency versus revenue trade-offs, setting a minimum price floor that prevents selling below the item's true value while maximizing expected revenue.

Can I use game theory for multi-unit or combinatorial spectrum allocation formats?

Game theory applies to multi-unit and combinatorial spectrum allocation formats by evaluating affiliated value structures and extending mechanism design recommendations to optimize bidding across multiple simultaneous licenses.

When do I need mechanism design recommendations versus bidding strategy selection?

You need mechanism design recommendations when acting as an auction designer setting rules, reserve prices, and efficiency trade-offs, whereas bidding strategy selection applies when you are a participant choosing your optimal bid.