name: constraint-solver-arena version: 1.0.0 description: Constraint Satisfaction Benchmark - Exposing LLM failures in multi-constraint planning and scheduling environment: type: openenv action_space: ConstraintAction observation_space: ConstraintObservation tasks: - name: meeting_scheduler description: Schedule meetings satisfying multiple participant time windows and room constraints difficulty: easy - name: resource_allocator description: Assign tasks to workers with skill requirements and availability constraints difficulty: medium - name: travel_planner description: Plan trips with budget, time, and dependency constraints across multiple activities difficulty: hard metrics: - name: constraint_satisfaction description: Percentage of hard constraints satisfied (0.0 to 1.0) - name: solution_validity description: Whether the solution is valid (all hard constraints met) tags: - constraint-satisfaction - planning - scheduling - reasoning - benchmark