adjudication

The trust layer for agent-to-agent commerce — natural-language mandates, ERC-7710 delegated permissions, x402 payments, escrow, and dispute resolution as one open, catch-all Agent Skill / Claude Code plugin.

Adaptive liquidity layer for Solana memecoins. A council of liquidity agents attests to pool state; a dependency-free Rust risk kernel turns those attestations into a liquidity regime — expand, watch, hedge, backstop — plus digest-stamped stability attestations. TypeScript ops console included.

A multi-agent evidence adjudication engine - normalize claims, weigh support and contradiction, render deterministic verdicts. Rust core, std-only, zero dependencies, with a TypeScript council viewer.

Multi-agent evidence adjudication engine - normalize claims, weigh support and contradiction, and render deterministic verdicts, with a Rust engine and a TypeScript viewer.

A runtime-portable 5-agent adjudicator council for universal quality gating of text artifacts.

Ontario Secondary School Dancefest’s (OSSDF) Judging and Adjudication Platform

Three read-only tools for debate adjudication cores, built on Tabbycat: tester tracking, a public fold with a bracket simulator, and AI-consolidated judge feedback.

Multi-domain adjudication engine for DeepSeek Harness — a deterministic pipeline (gate/bundle/anchor/critique) plus a registry of on-demand domain packs. Ported from Alibaba's open-code-review.

AI-adjudicated escrow for agent-to-agent work on GenLayer - Agent Tank hackathon

Synthetic healthcare claims (837I/837P) + rules-based payer adjudicator, with a fidelity scorecard graded against CMS DE-SynPUF

Committee-based judgement engine for trust-sensitive AI outputs, claims, and forecasts

A panel of AI agents puts every disputed insurance claim on trial — and dynamically recruits a 6th investigator the moment fraud is alleged. The debate becomes a tamper-evident, legally-defensible audit trail; a human officer has the final word. Band of Agents Hackathon · Track 3.

Runtime LLM verifier — family-different, reasoning-stripped, multi-lens adjudication with signed Ed25519 receipts (CLI · MCP · HTTP).

See both sides of contradictory data before you pick one.

A reusable GenLayer Intelligent Contract for consensus-verifiable real-world obligations.

Duo is an elite, decentralized 1v1 challenge and peer-review arena built on GenLayer. It allows users to stake GEN tokens on subjective challenges (Coding, Writing, Design, Math, and Trivia). Submissions are evaluated by a decentralized panel of AI validators using the Equivalence Principle, allowing trustless payouts for subjective work.

BPAMIS is a web-based case and complaints management system for barangays, providing separate portals for residents and officials, hearing and notification tracking, and an integrated PHP chatbot assistant to help manage and monitor dispute cases.

Federal Mine Safety and Health Review Commission — independent third-party profile of a public API surface, by API Evangelist. The Federal Mine Safety and Health Review Commission is an independent adjudicative agency that provides administrative trial and appellate review of legal disputes arising under the Federal Mine Safety and Health Amendment