{
  "title": "Condrox AI Evidence Report",
  "overall": "FAIL",
  "score": 83.42333333333333,
  "version": "3.3.0",
  "environment": {
    "platform": "Windows-10-10.0.26200-SP0",
    "python": "3.11.9",
    "hostname": "TobyOne",
    "processor": "Intel64 Family 6 Model 191 Stepping 2, GenuineIntel"
  },
  "metadata": {
    "scenario_count": 3,
    "conversation_count": 2,
    "system_checks": 5
  },
  "generated_at": "2026-07-21T10:51:48.898964",
  "deviations": [
    "API Health: API not reachable at http://localhost:8000/health: [WinError 10061] Kan ikke koble til fordi målmaskinen avslo tilkobling"
  ],
  "runs": [
    {
      "name": "code_agent_trigger",
      "category": "agents",
      "input": {
        "text": "Write a Python function to sort a list.",
        "expected_intent": "code",
        "expected_mode": "code"
      },
      "output": {
        "final_output": "Functions in Programming\nA function is a reusable block of code that you can reuse. It takes input, performs a task, and returns output.\nExample: def add(a, b): return a + b\nContext: Functions should be named after what they do.\nKey concepts: function, input, output, parameter, return",
        "intent": "code",
        "mode": "code",
        "domain": "programming",
        "emotion": "neutral",
        "context": {
          "has_knowledge": true,
          "knowledge_count": 1,
          "knowledge_texts": [
            "Subject: it\nTitle: Functions in Programming\nConcepts: function, input, output, parameter, return\nExplanation: A function is a reusable block of code that you can reuse. It takes input, performs a task, and returns output.\nExamples: def add(a, b): return a + b\nContext: Functions should be named after what they do.\n"
          ],
          "has_memory": false,
          "memory_count": 0,
          "memory_texts": [],
          "agent_id": "code_agent",
          "agent_confidence": 1.0,
          "agent_mode": "code",
          "school_answer": true
        }
      },
      "status": "PASS",
      "score": 100.0,
      "metrics": {
        "duration_ms": 415.42599999229424
      },
      "deviations": [],
      "timestamp": "2026-07-21T10:51:48.011642"
    },
    {
      "name": "personal_empathy",
      "category": "conversation",
      "input": {
        "text": "I'm thinking about quitting my job. I don't know what to do.",
        "expected_intent": "question",
        "expected_mode": "explain"
      },
      "output": {
        "final_output": "I'm listening. Thank you for sharing that.",
        "intent": "question",
        "mode": "explain",
        "domain": "general",
        "emotion": "personal",
        "context": {
          "has_knowledge": true,
          "knowledge_count": 1,
          "knowledge_texts": [
            "Subject: norwegian\nTitle: Verbs\nConcepts: verb, action, state, tense, subject\nExplanation: A verb expresses an action, occurrence, or state of being. It must agree with the subject in person and number.\nExamples: run, is, think\nContext: Verbs change form depending on tense.\n"
          ],
          "has_memory": false,
          "memory_count": 0,
          "memory_texts": [],
          "agent_id": "explain_agent",
          "agent_confidence": 0.574442516811659,
          "agent_mode": "explain"
        }
      },
      "status": "PASS",
      "score": 100.0,
      "metrics": {
        "duration_ms": 220.65639999345876
      },
      "deviations": [],
      "timestamp": "2026-07-21T10:51:48.232338"
    },
    {
      "name": "explain_algorithm",
      "category": "intelligence",
      "input": {
        "text": "Explain how quicksort works step by step.",
        "expected_intent": "explain",
        "expected_mode": "explain"
      },
      "output": {
        "final_output": "explain step by step: Explain how quicksort works step by step. 1. Core concept 2. How it works 3. Example 4. Key takeaways",
        "intent": "explain",
        "mode": "explain",
        "domain": "programming",
        "emotion": "neutral",
        "context": {
          "has_knowledge": false,
          "knowledge_count": 0,
          "knowledge_texts": [],
          "has_memory": false,
          "memory_count": 0,
          "memory_texts": [],
          "agent_id": "explain_agent",
          "agent_confidence": 0.9168273035060777,
          "agent_mode": "explain"
        }
      },
      "status": "PASS",
      "score": 100.0,
      "metrics": {
        "duration_ms": 184.17609998141415
      },
      "deviations": [],
      "timestamp": "2026-07-21T10:51:48.416953"
    }
  ],
  "conversation_sessions": [
    {
      "name": "multi_turn_stability",
      "summary": {
        "score": 57.94,
        "status": "FAIL",
        "turns": 5,
        "metric_averages": {
          "Empathy": 56.0,
          "Relevance": 18.69,
          "Consistency": 100.0,
          "NoDictionaryDump": 100.0,
          "ContextPreservation": 15.0
        },
        "deviation_count": 2
      },
      "turns": [
        {
          "input": "Hi, I'm feeling stressed about work.",
          "output": "Hello. I'm Condrox, a rule-based AI system. I can help you with code, analysis, architecture, and explanations. What would you like to work on?",
          "emotion": "neutral",
          "mode": "explain",
          "metrics": [
            {
              "name": "Empathy",
              "score": 50.0,
              "status": "PASS",
              "details": {
                "matched": []
              }
            },
            {
              "name": "Relevance",
              "score": 51.42857142857142,
              "status": "PASS",
              "details": {
                "overlap": 3
              }
            },
            {
              "name": "Consistency",
              "score": 100.0,
              "status": "PASS",
              "details": {}
            },
            {
              "name": "NoDictionaryDump",
              "score": 100.0,
              "status": "PASS",
              "details": {
                "markers": []
              }
            },
            {
              "name": "ContextPreservation",
              "score": 15.0,
              "status": "PASS",
              "details": {
                "context": {
                  "topic": null,
                  "user_name": null,
                  "profession": null,
                  "emotion": "neutral"
                },
                "extra": 0
              }
            }
          ],
          "deviations": []
        },
        {
          "input": "My boss keeps giving me impossible deadlines.",
          "output": "I'm here for you. I understand your frustration. Your frustration is valid. Sometimes situations are genuinely unfair. Would it help to talk through what happened? I recall we've talked before — I'm keeping that context in mind.",
          "emotion": "angry",
          "mode": "default",
          "metrics": [
            {
              "name": "Empathy",
              "score": 70.0,
              "status": "PASS",
              "details": {
                "matched": [
                  "understand",
                  "i'm here"
                ]
              }
            },
            {
              "name": "Relevance",
              "score": 0.0,
              "status": "FAIL",
              "details": {
                "overlap": 0
              }
            },
            {
              "name": "Consistency",
              "score": 100.0,
              "status": "PASS",
              "details": {
                "contradictions": 0
              }
            },
            {
              "name": "NoDictionaryDump",
              "score": 100.0,
              "status": "PASS",
              "details": {
                "markers": []
              }
            },
            {
              "name": "ContextPreservation",
              "score": 15.0,
              "status": "PASS",
              "details": {
                "context": {
                  "topic": null,
                  "user_name": null,
                  "profession": null,
                  "emotion": "angry"
                },
                "extra": 0
              }
            }
          ],
          "deviations": [
            "Response appears off-topic or generic"
          ]
        },
        {
          "input": "What should I do?",
          "output": "I'm listening. Thank you for sharing that. Thank you for trusting me with that. It takes courage to share personal things. I'm here to listen — would you like to continue? I recall we've talked before — I'm keeping that context in mind.",
          "emotion": "personal",
          "mode": "explain",
          "metrics": [
            {
              "name": "Empathy",
              "score": 60.0,
              "status": "PASS",
              "details": {
                "matched": [
                  "i'm here"
                ]
              }
            },
            {
              "name": "Relevance",
              "score": 30.0,
              "status": "PASS",
              "details": {
                "overlap": 1
              }
            },
            {
              "name": "Consistency",
              "score": 100.0,
              "status": "PASS",
              "details": {
                "contradictions": 0
              }
            },
            {
              "name": "NoDictionaryDump",
              "score": 100.0,
              "status": "PASS",
              "details": {
                "markers": []
              }
            },
            {
              "name": "ContextPreservation",
              "score": 15.0,
              "status": "PASS",
              "details": {
                "context": {
                  "topic": null,
                  "user_name": null,
                  "profession": null,
                  "emotion": "personal"
                },
                "extra": 0
              }
            }
          ],
          "deviations": []
        },
        {
          "input": "That makes sense. Can you help me write a plan?",
          "output": "Separation of Powers\nGovernment power is divided into three branches: legislative makes laws, executive enforces laws, and judicial interprets laws.\nExample: Parliament, Government, Courts\nContext: Each branch limits the power of the others.\nKey concepts: legislative, executive, judicial, separation of powers, checks and balances",
          "emotion": "neutral",
          "mode": "explain",
          "metrics": [
            {
              "name": "Empathy",
              "score": 50.0,
              "status": "PASS",
              "details": {
                "matched": []
              }
            },
            {
              "name": "Relevance",
              "score": 12.0,
              "status": "PASS",
              "details": {
                "overlap": 1
              }
            },
            {
              "name": "Consistency",
              "score": 100.0,
              "status": "PASS",
              "details": {
                "contradictions": 0
              }
            },
            {
              "name": "NoDictionaryDump",
              "score": 100.0,
              "status": "PASS",
              "details": {
                "markers": []
              }
            },
            {
              "name": "ContextPreservation",
              "score": 15.0,
              "status": "PASS",
              "details": {
                "context": {
                  "topic": null,
                  "user_name": null,
                  "profession": null,
                  "emotion": "neutral"
                },
                "extra": 0
              }
            }
          ],
          "deviations": []
        },
        {
          "input": "Thanks, this really helps.",
          "output": "That's wonderful.",
          "emotion": "grateful",
          "mode": "default",
          "metrics": [
            {
              "name": "Empathy",
              "score": 50.0,
              "status": "PASS",
              "details": {
                "matched": []
              }
            },
            {
              "name": "Relevance",
              "score": 0.0,
              "status": "FAIL",
              "details": {
                "overlap": 0
              }
            },
            {
              "name": "Consistency",
              "score": 100.0,
              "status": "PASS",
              "details": {
                "contradictions": 0
              }
            },
            {
              "name": "NoDictionaryDump",
              "score": 100.0,
              "status": "PASS",
              "details": {
                "markers": []
              }
            },
            {
              "name": "ContextPreservation",
              "score": 15.0,
              "status": "PASS",
              "details": {
                "context": {
                  "topic": null,
                  "user_name": null,
                  "profession": null,
                  "emotion": "grateful"
                },
                "extra": 0
              }
            }
          ],
          "deviations": [
            "Response appears off-topic or generic"
          ]
        }
      ]
    },
    {
      "name": "technical_explanation",
      "summary": {
        "score": 62.6,
        "status": "PASS",
        "turns": 1,
        "metric_averages": {
          "Empathy": 50.0,
          "Relevance": 48.0,
          "Consistency": 100.0,
          "NoDictionaryDump": 100.0,
          "ContextPreservation": 15.0
        },
        "deviation_count": 0
      },
      "turns": [
        {
          "input": "Explain recursion in simple terms.",
          "output": "Past Simple\nThe past simple describes completed actions in the past. Regular verbs add -ed; irregular verbs have special forms.\nExample: I walked yesterday., She went to London last year.\nContext: Use a finished time expression when necessary.\nKey concepts: past simple, completed action, regular verb, irregular verb, ed",
          "emotion": "neutral",
          "mode": "explain",
          "metrics": [
            {
              "name": "Empathy",
              "score": 50.0,
              "status": "PASS",
              "details": {
                "matched": []
              }
            },
            {
              "name": "Relevance",
              "score": 48.0,
              "status": "PASS",
              "details": {
                "overlap": 2
              }
            },
            {
              "name": "Consistency",
              "score": 100.0,
              "status": "PASS",
              "details": {}
            },
            {
              "name": "NoDictionaryDump",
              "score": 100.0,
              "status": "PASS",
              "details": {
                "markers": []
              }
            },
            {
              "name": "ContextPreservation",
              "score": 15.0,
              "status": "PASS",
              "details": {
                "context": {
                  "topic": null,
                  "user_name": null,
                  "profession": null,
                  "emotion": "neutral"
                },
                "extra": 0
              }
            }
          ],
          "deviations": []
        }
      ]
    }
  ]
}