openenv.yaml

name: python-debugger
version: "1.0.0"
description: >
  A real-world environment where an AI agent debugs, fixes, and optimizes Python code 
  against an interactive python runtime. Simulates the daily work of software engineers 
  who must identify syntax errors, logic bugs, test case failures, and write optimized Python code.
author: OpenEnv Python Debugger
license: MIT
tags:
  - openenv
  - python
  - debugging
  - software-engineering
  - real-world

tasks:
  - id: task_easy
    name: "Python Syntax Fix"
    difficulty: easy
    description: >
      Fix a Python function with clear syntax/semantic errors so it runs and passes 
      simple test cases.
    max_steps: 10
    reward_threshold: 0.8

  - id: task_medium
    name: "Python Logic Repair"
    difficulty: medium
    description: >
      Repair a Python algorithm that has subtle logical errors. The function runs without 
      error but fails for edge cases in the test suite.
    max_steps: 15
    reward_threshold: 0.8

  - id: task_hard
    name: "Algorithm Optimization & Correctness"
    difficulty: hard
    description: >
      Given a slow, brute-force Python implementation, produce a correct AND
      efficient implementation that passes tests without timing out.
    max_steps: 20
    reward_threshold: 0.8

observation_space:
  type: object
  properties:
    task_id: {type: string}
    current_code: {type: string, description: "Agent's current Python code"}
    test_results:
      type: object
      properties:
        success: {type: boolean}
        tests_passed: {type: integer}
        total_tests: {type: integer}
        error: {type: string, description: "Error message or stack trace if execution failed"}
        stdout: {type: string, description: "Standard output from execution"}
    feedback: {type: string, description: "Partial grader feedback for the agent"}
    step: {type: integer}
    max_steps: {type: integer}
    score: {type: number, description: "Current best score 0.0-1.0"}

action_space:
  type: object
  properties:
    code:
      type: string
      description: "The Python code to submit. Agent replaces this each step."
  required: [code]