name: fraudshield
version: 0.6.0
description: |
  Simulated fraud-investigation environment for OpenEnv. Agents work under
  partial observability, reveal hidden evidence with investigation actions,
  and route cases under limited budgets.
author: Devika J
email: devikaj2005@gmail.com

environment:
  class: FraudShieldEnvironment
  module: fraudshield_env

action:
  class: FraudCheckAction
  module: models

observation:
  class: FraudCheckObservation
  module: models

reward:
  class: Reward
  module: models

tasks:
  - name: easy
    description: |
      One low-noise case with strong visible cues and a single fetch budget.
    difficulty: easy
    num_cases: 1
    baseline_score: 0.9900
  - name: medium
    description: |
      One mixed-signal case that requires at least one investigation before routing.
    difficulty: medium
    num_cases: 1
    baseline_score: 0.3500
  - name: hard
    description: |
      Two misleading linked cases where graph evidence is usually required.
    difficulty: hard
    num_cases: 2
    baseline_score: 0.7425

metadata:
  created: "2026-04-23"
  framework: openenv
  license: MIT
  tags:
    - openenv
    - fraud-investigation
    - world-modeling
    - trust-and-safety