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ryuxik
by ryuxik

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
gt_negotiation_sell_next_offerA

Sell-side next-offer recommendation. pareto_knob ∈ [0, 1] interpolates between deal-rate-max (0) and H2H-margin-max (1). Returns the recommended offer (in our utility space), acceptance probability, expected payoff, and the inferred posterior over the buyer's WTP.

gt_negotiation_buy_next_offerC

Buy-side next-offer recommendation with a defense bundle. If anchor_attack_detection is in defenses, supply market_prior {mu, sigma}. Returns recommended offer + warnings + defense actions.

gt_negotiation_detect_anchor_attackA

Z-score the opponent's opening offer against a market prior {mu, sigma}. Recommends ignore / counter_with_market / walk_away.

gt_auction_optimal_bidC

Optimal bid for {first_price | second_price_vickrey | english_ascending}. Vickrey is truthful. First-price uses the BNE for symmetric IPV.

gt_auction_optimal_reserveC

Myerson optimal reserve from virtual-value-equal-seller-valuation.

gt_auction_format_recommendationC

Recommend format from {first_price, vickrey, english} given weights.

gt_auction_simulateC

Monte Carlo auction revenue + efficiency.

gt_mechanism_gale_shapleyA

Stable matching via deferred acceptance. Proposers/receivers each have {id, preferences} (and optional capacity for receivers). Returns a proposer-optimal stable matching plus a blocking-pair sanity check.

gt_mechanism_optimal_auction_designC

Myerson revenue-optimal mechanism for asymmetric IPV. Per-bidder reserves; collapses to second-price-with-reserve under symmetric IPV.

gt_mechanism_posted_price_optimalC

Gallego-van Ryzin posted-price (static p* + dynamic backward-DP schedule).

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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