mechanism-design-for-agent-labor
OfficialDesign incentive-safe bonds for agent marketplaces
Education & Research#bond-pricing#escrow#agent-marketplace#mechanism-design#incentive-compatibility#reputation-systems#verification-oracle
Authorcuriositech
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Designs bond pricing, escrow mechanics, and settlement protocols that align incentives in AI agent labor markets so that honest behavior is profitable, sabotage is deterred, and marketplace activity is sustainable.
Core Features & Use Cases
- Multi-factor bond pricing that incorporates task scope, duration, and agent reputation to set collateral levels.
- Escrow and settlement workflows with clearly defined success, partial completion, sabotage, and dispute outcomes plus multi-oracle verification.
- Marketplace dynamics including reputation-adjusted discounts, dynamic market multipliers, anti-collusion measures, and cold-start bootstrap strategies.
- Implementation guidance across fiat (Stripe), crypto (smart contracts), and hybrid ledger approaches with trade-offs and failure-mode mitigations.
Quick Start
Calculate a bond and settlement plan for a 30-minute critical-file write request from an agent with 14 completions and two salvages.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: mechanism-design-for-agent-labor Download link: https://github.com/curiositech/port-daddy/archive/main.zip#mechanism-design-for-agent-labor Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.