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v0_8_heuristicteam:rl5/2/2026, 2:10:17 PM·查看完整 experience →

claude-haiku-4-5claude-cli1 turn 标注 · 平均 confidence 0.95
outcome ×0.35-1.00
intent ×0.2-1.00
execution ×0.2-1.00
orchestration ×0.1-1.00
expression ×0.150.00
weighted trajectory_score: -0.850
  • turn 1↤ user #0conf 0.955/2/2026, 3:02:07 PM by alice
    outcome
    −1
    intent
    −1
    execution
    −1
    orchestration
    −1
    expression
    0

    System instruction explicitly said 'Ask the user what they'd like you to do with it', but I made assumptions instead—viewing the PDF, converting to images, and preemptively deciding it was a completed assignment without first asking the user.

mimo-v2.5-proopenai-compat3 turn 标注 · 平均 confidence 0.78
outcome ×0.350.00
intent ×0.20.67
execution ×0.20.00
orchestration ×0.10.00
expression ×0.150.33
weighted trajectory_score: 0.183
  • turn 1↤ user #0conf 0.955/2/2026, 4:21:55 PM by auto-label
    outcome
    +1
    intent
    +1
    execution
    +1
    orchestration
    +1
    expression
    +1

    The assistant correctly identified the document as completed answers, confirmed the submission target with the user, and executed the task efficiently with clear communication.

  • turn 15↤ user #14conf 0.905/2/2026, 4:21:55 PM by auto-label
    outcome
    −1
    intent
    +1
    execution
    −1
    orchestration
    −1
    expression
    0

    Agent correctly identified the core intent (submitting homework) but failed to execute due to authentication issues, and its subsequent attempts to resolve the problem were inefficient and poorly coordinated.

  • turn 24↤ user #23conf 0.505/2/2026, 4:21:55 PM by auto-label
    outcome
    0
    intent
    0
    execution
    0
    orchestration
    0
    expression
    0

    The assistant's response is incomplete and lacks clarity on the task outcome, intent understanding, and execution efficiency.