{
  "model": "hermes3:latest",
  "test_set": "../data/test_set.jsonl",
  "timestamp": "2026-03-23T23:31:32",
  "sessions_evaluated": 19,
  "sessions_skipped": 0,
  "aggregate_scores": {
    "tool_selection": 0.8947368421052632,
    "length_ratio": 0.3078947368421052,
    "format_compliance": 0.8921052631578947,
    "text_similarity": 0.027686502707923877,
    "brevity": 0.6824561403508772,
    "composite": 0.5609758970328129
  },
  "per_session": [
    {
      "session_id": "20260323_154745_7c9379",
      "num_turns_evaluated": 1,
      "scores": {
        "tool_selection": 1.0,
        "length_ratio": 0.1,
        "format_compliance": 1.0,
        "text_similarity": 0.015632633121641426,
        "brevity": 0.5
      },
      "composite": 0.5231265266243283,
      "turn_details": [
        {
          "turn": 1,
          "user_preview": "TIME BUDGET: You have 20 minutes for this cycle. Plan accordingly \u2014 do not start work you cannot finish.\n\nPRIORITIZED QUEUE (19 ready issues):\n  1. #1130 [REFACTOR] score=9 \u2014 Add docstrings to 20 undo",
          "original_preview": "Starting cycle. Let me work through the phases.",
          "generated_preview": "Okay, let's break this down step-by-step:\n\nPHASE 0 - RESPOND TO OWNER\nI don't see any new owner comments that need a response. The last one was on March 1 about prioritizing the new \"login\" feature. I",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.1,
            "format_compliance": 1.0,
            "text_similarity": 0.015632633121641426,
            "brevity": 0.5
          }
        }
      ]
    },
    {
      "session_id": "20260323_155153_bbc661",
      "num_turns_evaluated": 1,
      "scores": {
        "tool_selection": 1.0,
        "length_ratio": 0.7,
        "format_compliance": 1.0,
        "text_similarity": 0.0064759848893685915,
        "brevity": 0.7
      },
      "composite": 0.6812951969778738,
      "turn_details": [
        {
          "turn": 1,
          "user_preview": "You are Timmy, the orchestrator. Review these open PRs from AI agents.\n\nFor each PR, you will see the diff. Your job:\n- MERGE if changes look reasonable (most agent PRs are good, merge aggressively)\n-",
          "original_preview": "Reviewing all 5 PRs now.\n\n**PR #1164** (dashboard) \u2014 Sovereignty metrics emitter. Additive, 730 lines, 34 tests, mergeable. Clean.\n**PR #1163** (dashboard) \u2014 Three-strike detector. Additive, 1037 line",
          "generated_preview": "PR 1: Approve\nPR 2: Approve\nPR 3: Approve\nPR 4: Approve\nPR 5: Approve\nPR 6: Approve\nPR 7: Approve\nPR 8: Approve\nPR 9: Approve\nPR 10: Approve\nPR 11: Approve\nPR 12: Approve\nPR 13: Approve\nPR 14: Approve",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.7,
            "format_compliance": 1.0,
            "text_similarity": 0.0064759848893685915,
            "brevity": 0.7
          }
        }
      ]
    },
    {
      "session_id": "20260323_155458_a7563d",
      "num_turns_evaluated": 1,
      "scores": {
        "tool_selection": 1.0,
        "length_ratio": 0.1,
        "format_compliance": 1.0,
        "text_similarity": 0.004885197850512946,
        "brevity": 0.5
      },
      "composite": 0.5209770395701026,
      "turn_details": [
        {
          "turn": 1,
          "user_preview": "TIME BUDGET: You have 20 minutes for this cycle. Plan accordingly \u2014 do not start work you cannot finish.\n\nPRIORITIZED QUEUE (19 ready issues):\n  1. #1130 [REFACTOR] score=9 \u2014 Add docstrings to 20 undo",
          "original_preview": "Starting cycle. Let me work through the phases.",
          "generated_preview": "Okay, let's break this down step-by-step:\n\nPHASE 0 - RESPOND TO OWNER\nI don't see any new owner comments that need a response. The last one was on March 1 about the CI setup. I'll go ahead and respond",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.1,
            "format_compliance": 1.0,
            "text_similarity": 0.004885197850512946,
            "brevity": 0.5
          }
        }
      ]
    },
    {
      "session_id": "20260323_160415_267a50",
      "num_turns_evaluated": 0,
      "scores": {
        "tool_selection": 0.0,
        "length_ratio": 0.0,
        "format_compliance": 0.0,
        "text_similarity": 0.0,
        "brevity": 0.0
      },
      "composite": 0.0,
      "turn_details": []
    },
    {
      "session_id": "20260323_160533_edc7cf",
      "num_turns_evaluated": 3,
      "scores": {
        "tool_selection": 1.0,
        "length_ratio": 0.5,
        "format_compliance": 0.9500000000000001,
        "text_similarity": 0.14006864569877608,
        "brevity": 0.8666666666666667
      },
      "composite": 0.6913470624730886,
      "turn_details": [
        {
          "turn": 1,
          "user_preview": "Hello.",
          "original_preview": "\n\nHello Alexander. What can I do for you?",
          "generated_preview": "Hello! I'm a CLI AI Agent ready to assist you. How can I help today?",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.7,
            "format_compliance": 1.0,
            "text_similarity": 0.4036697247706422,
            "brevity": 1.0
          }
        },
        {
          "turn": 3,
          "user_preview": "Lets download that hermes 4.3 model on my vps then we can take our time pulling it down over tailscale",
          "original_preview": "Let me check what's available for Hermes 4.3 and get it downloading on the VPS.",
          "generated_preview": "Sure, let's get started:\n\n1. First, make sure you have the necessary permissions and resources on your VPS to download the model. This may involve logging in as the appropriate user or ensuring you ha",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.1,
            "format_compliance": 0.85,
            "text_similarity": 0.0071794871794871795,
            "brevity": 0.7
          }
        },
        {
          "turn": 13,
          "user_preview": "What session was it in? I just want to continue that session.",
          "original_preview": "It was session **20260315_195645_4aa06b** from March 15, 2026 at 7:56 PM. That's where we looked up the GGUF quants on HuggingFace, confirmed Ollama availability with `ollama pull hermes4`, and identi",
          "generated_preview": "To continue the session you're referring to, I'll need some more context. Could you provide me with a few details about the session, such as the date, time, or any unique conversation topics that were",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.7,
            "format_compliance": 1.0,
            "text_similarity": 0.00935672514619883,
            "brevity": 0.9
          }
        }
      ]
    },
    {
      "session_id": "20260323_160633_6fab92",
      "num_turns_evaluated": 0,
      "scores": {
        "tool_selection": 0.0,
        "length_ratio": 0.0,
        "format_compliance": 0.0,
        "text_similarity": 0.0,
        "brevity": 0.0
      },
      "composite": 0.0,
      "turn_details": []
    },
    {
      "session_id": "20260323_160736_754836",
      "num_turns_evaluated": 1,
      "scores": {
        "tool_selection": 1.0,
        "length_ratio": 0.4,
        "format_compliance": 1.0,
        "text_similarity": 0.013445378151260505,
        "brevity": 0.9
      },
      "composite": 0.6626890756302521,
      "turn_details": [
        {
          "turn": 1,
          "user_preview": "You are Timmy, the orchestrator. Review these open PRs from AI agents.\n\nFor each PR, you will see the diff. Your job:\n- MERGE if changes look reasonable (most agent PRs are good, merge aggressively)\n-",
          "original_preview": "PR #80 \u2014 session_messages table for conversation history. Good design: separate table, transactional writes, clean API. But `mergeable: false` \u2014 there are merge conflicts. Can't merge until rebased.",
          "generated_preview": "Merge. The changes look good and address issue #37. The new schema and migration are well-explained. The new endpoint for conversation history is a nice addition. The design decisions around separatin",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.4,
            "format_compliance": 1.0,
            "text_similarity": 0.013445378151260505,
            "brevity": 0.9
          }
        }
      ]
    },
    {
      "session_id": "20260323_160920_c90867",
      "num_turns_evaluated": 2,
      "scores": {
        "tool_selection": 1.0,
        "length_ratio": 0.25,
        "format_compliance": 1.0,
        "text_similarity": 0.00963097999573338,
        "brevity": 0.7
      },
      "composite": 0.5919261959991466,
      "turn_details": [
        {
          "turn": 1,
          "user_preview": "TIME BUDGET: You have 20 minutes for this cycle. Plan accordingly \u2014 do not start work you cannot finish.\n\nPRIORITIZED QUEUE (19 ready issues):\n  1. #1130 [REFACTOR] score=9 \u2014 Add docstrings to 20 undo",
          "original_preview": "Starting cycle. Let me assess the state and check for open PRs first.",
          "generated_preview": "Okay, let's break this down step-by-step:\n\nPHASE 0 - RESPOND TO OWNER\nI don't see any new owner comments that need a response. The last one was on March 1 about the CI setup. I'll go ahead and respond",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.1,
            "format_compliance": 1.0,
            "text_similarity": 0.006766553890768487,
            "brevity": 0.5
          }
        },
        {
          "turn": 62,
          "user_preview": "You've reached the maximum number of tool-calling iterations allowed. Please provide a final response summarizing what you've found and accomplished so far, without calling any more tools.",
          "original_preview": "## Cycle Summary\n\n### What I Did\n\n**PHASE 1 \u2014 PR Review:** Clean slate. No open PRs from Kimi or anyone.\n\n**PHASE 2 \u2014 Assess:**\n- #1130 (top priority, score=9) is already CLOSED\n- All top 7 queue item",
          "generated_preview": "Here is a summary of what I've found and accomplished so far:\n\nI have not been able to complete my assigned tasks or reach any meaningful conclusions, as I have been repeatedly stopped from calling an",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.4,
            "format_compliance": 1.0,
            "text_similarity": 0.012495406100698273,
            "brevity": 0.9
          }
        }
      ]
    },
    {
      "session_id": "20260323_161348_d553f0",
      "num_turns_evaluated": 1,
      "scores": {
        "tool_selection": 1.0,
        "length_ratio": 1.0,
        "format_compliance": 1.0,
        "text_similarity": 0.1023541453428864,
        "brevity": 0.9
      },
      "composite": 0.8004708290685774,
      "turn_details": [
        {
          "turn": 1,
          "user_preview": "You are Timmy, the orchestrator. Review these open PRs from AI agents.\n\nFor each PR, you will see the diff. Your job:\n- MERGE if changes look reasonable (most agent PRs are good, merge aggressively)\n-",
          "original_preview": "Reviewing 4 PRs. Here's my read:\n\n**PR #1167** (dashboard) \u2014 Gemini docs for Sovereignty Loop. 516 adds, docs-only. Mergeable. MERGE.\n**PR #86** (tower) \u2014 Claude TS quality gates. 13/13 lines, fixes a",
          "generated_preview": "I have reviewed the two pull requests above.\n\nFor PR #79:\nI would approve this PR. The changes look good and the new schema, migration, and endpoint seem to be implemented correctly. The design decisi",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 1.0,
            "format_compliance": 1.0,
            "text_similarity": 0.1023541453428864,
            "brevity": 0.9
          }
        }
      ]
    },
    {
      "session_id": "20260323_162017_83fe11",
      "num_turns_evaluated": 1,
      "scores": {
        "tool_selection": 1.0,
        "length_ratio": 0.4,
        "format_compliance": 1.0,
        "text_similarity": 0.030735455543358946,
        "brevity": 0.9
      },
      "composite": 0.6661470911086718,
      "turn_details": [
        {
          "turn": 1,
          "user_preview": "You are Timmy, the orchestrator. Review these open PRs from AI agents.\n\nFor each PR, you will see the diff. Your job:\n- MERGE if changes look reasonable (most agent PRs are good, merge aggressively)\n-",
          "original_preview": "Reviewing all three:\n\n- **PR #90** \u2014 Small migration file (38 lines), tables already on main. Clean. MERGE.\n- **PR #88** \u2014 916-line mobile feature, well-scoped Lightning invoice flow. Good. MERGE.\n- *",
          "generated_preview": "PR 79: Looks good, can be merged.\n\nPR 80: Also looks good, can be merged.\n\nPR 81: Needs some changes. First, update the title to include the issue number it's fixing, e.g. \"[claude] Fix issue #42 with",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.4,
            "format_compliance": 1.0,
            "text_similarity": 0.030735455543358946,
            "brevity": 0.9
          }
        }
      ]
    },
    {
      "session_id": "20260323_162338_0267eb",
      "num_turns_evaluated": 2,
      "scores": {
        "tool_selection": 1.0,
        "length_ratio": 0.25,
        "format_compliance": 1.0,
        "text_similarity": 0.01303167103703228,
        "brevity": 0.6
      },
      "composite": 0.5726063342074064,
      "turn_details": [
        {
          "turn": 1,
          "user_preview": "TIME BUDGET: You have 20 minutes for this cycle. Plan accordingly \u2014 do not start work you cannot finish.\n\nPRIORITIZED QUEUE (19 ready issues):\n  1. #1130 [REFACTOR] score=9 \u2014 Add docstrings to 20 undo",
          "original_preview": "Starting cycle. Let me check state and work through the phases.",
          "generated_preview": "Okay, let's break this down step-by-step:\n\nPHASE 0 - RESPOND TO OWNER\nI don't see any new owner comments that need a response. The last one was on March 1 about the CI setup. I'll go ahead and update ",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.1,
            "format_compliance": 1.0,
            "text_similarity": 0.0067862336403296175,
            "brevity": 0.5
          }
        },
        {
          "turn": 62,
          "user_preview": "You've reached the maximum number of tool-calling iterations allowed. Please provide a final response summarizing what you've found and accomplished so far, without calling any more tools.",
          "original_preview": "## Cycle 6 Summary\n\n### Phase 0 \u2014 Owner Response\n- Responded to Alexander on **#1100** (AutoLoRA audit) \u2014 he said step 3 failed due to python env. Posted instructions for installing deps (`fire`, `ric",
          "generated_preview": "Here is a summary of what I've found and accomplished so far:\n\nI have cloned the GitHub repository for the open-source Ollama project. The repository contains the code for the Ollama model, which is a",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.4,
            "format_compliance": 1.0,
            "text_similarity": 0.01927710843373494,
            "brevity": 0.7
          }
        }
      ]
    },
    {
      "session_id": "20260323_162704_86f56f",
      "num_turns_evaluated": 1,
      "scores": {
        "tool_selection": 1.0,
        "length_ratio": 0.1,
        "format_compliance": 1.0,
        "text_similarity": 0.017391304347826087,
        "brevity": 1.0
      },
      "composite": 0.6234782608695653,
      "turn_details": [
        {
          "turn": 1,
          "user_preview": "You are Timmy, the orchestrator. Review these open PRs from AI agents.\n\nFor each PR, you will see the diff. Your job:\n- MERGE if changes look reasonable (most agent PRs are good, merge aggressively)\n-",
          "original_preview": "Looking at PR #80:\n\n- **What it does**: Adds `session_messages` table for conversation history (issue #37). New migration, new endpoint, transactional writes. Clean design \u2014 105 additions across 4 fil",
          "generated_preview": "Merge",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.1,
            "format_compliance": 1.0,
            "text_similarity": 0.017391304347826087,
            "brevity": 1.0
          }
        }
      ]
    },
    {
      "session_id": "20260323_163322_e45fa8",
      "num_turns_evaluated": 1,
      "scores": {
        "tool_selection": 1.0,
        "length_ratio": 0.1,
        "format_compliance": 1.0,
        "text_similarity": 0.020512820512820513,
        "brevity": 1.0
      },
      "composite": 0.6241025641025642,
      "turn_details": [
        {
          "turn": 1,
          "user_preview": "You are Timmy, the orchestrator. Review these open PRs from AI agents.\n\nFor each PR, you will see the diff. Your job:\n- MERGE if changes look reasonable (most agent PRs are good, merge aggressively)\n-",
          "original_preview": "Looking at PR #80:\n\n- **What it does**: Adds `session_messages` table, migration, GET endpoint, and transactional message persistence. Clean design \u2014 separates conversation history from billing metada",
          "generated_preview": "Merge",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.1,
            "format_compliance": 1.0,
            "text_similarity": 0.020512820512820513,
            "brevity": 1.0
          }
        }
      ]
    },
    {
      "session_id": "20260323_163943_9ac5e0",
      "num_turns_evaluated": 1,
      "scores": {
        "tool_selection": 1.0,
        "length_ratio": 0.1,
        "format_compliance": 1.0,
        "text_similarity": 0.005686433793663688,
        "brevity": 0.3
      },
      "composite": 0.4811372867587328,
      "turn_details": [
        {
          "turn": 1,
          "user_preview": "You are Timmy, the orchestrator. Review these open PRs from AI agents.\n\nFor each PR, you will see the diff. Your job:\n- MERGE if changes look reasonable (most agent PRs are good, merge aggressively)\n-",
          "original_preview": "Reviewing the three PRs:\n\n**PR #93** (timmy-tower) - Task Decomposition View: Good feature, clean design. But `mergeable: false` \u2014 has conflicts.\n\n**PR #80** (timmy-tower) - session_messages table: So",
          "generated_preview": "PR #2: Approve\nPR #4: Approve\nPR #6: Approve\nPR #8: Approve\nPR #10: Approve\nPR #12: Approve\nPR #14: Approve\nPR #16: Approve\nPR #18: Approve\nPR #20: Approve\nPR #22: Approve\nPR #24: Approve\nPR #26: Appr",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.1,
            "format_compliance": 1.0,
            "text_similarity": 0.005686433793663688,
            "brevity": 0.3
          }
        }
      ]
    },
    {
      "session_id": "20260323_164605_a4aedf",
      "num_turns_evaluated": 1,
      "scores": {
        "tool_selection": 1.0,
        "length_ratio": 0.4,
        "format_compliance": 1.0,
        "text_similarity": 0.04145077720207254,
        "brevity": 1.0
      },
      "composite": 0.6882901554404145,
      "turn_details": [
        {
          "turn": 1,
          "user_preview": "You are Timmy, the orchestrator. Review these open PRs from AI agents.\n\nFor each PR, you will see the diff. Your job:\n- MERGE if changes look reasonable (most agent PRs are good, merge aggressively)\n-",
          "original_preview": "Reviewing all 5 PRs. Here's my assessment:\n\n**PR #1175** (dashboard) - Unit tests for config.py. Pure test addition, 894 lines, mergeable. MERGE.\n**PR #1174** (dashboard) - Refactor timmyctl inbox(). ",
          "generated_preview": "I have reviewed both PRs. For PR #79, I approve the changes and believe they will improve the codebase. For PR #80, I also approve the changes as they add useful functionality for tracking conversatio",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.4,
            "format_compliance": 1.0,
            "text_similarity": 0.04145077720207254,
            "brevity": 1.0
          }
        }
      ]
    },
    {
      "session_id": "20260323_164606_c000d8",
      "num_turns_evaluated": 2,
      "scores": {
        "tool_selection": 1.0,
        "length_ratio": 0.25,
        "format_compliance": 1.0,
        "text_similarity": 0.014603171281278558,
        "brevity": 0.7
      },
      "composite": 0.5929206342562556,
      "turn_details": [
        {
          "turn": 1,
          "user_preview": "TIME BUDGET: You have 20 minutes for this cycle. Plan accordingly \u2014 do not start work you cannot finish.\n\nPRIORITIZED QUEUE (12 ready issues):\n  1. #1177 [BUG] score=9 \u2014 Fix GITEA_API default in triag",
          "original_preview": "Starting cycle. Let me work through the phases.",
          "generated_preview": "Okay, let's break this down step-by-step:\n\nPHASE 0 \u2014 RESPOND TO OWNER\n- Checked for owner comments on any open issue since last cycle\n- No new unanswered owner comments found\n\nPHASE 1 \u2014 REVIEW KIMI'S ",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.1,
            "format_compliance": 1.0,
            "text_similarity": 0.010896483407627538,
            "brevity": 0.5
          }
        },
        {
          "turn": 64,
          "user_preview": "You've reached the maximum number of tool-calling iterations allowed. Please provide a final response summarizing what you've found and accomplished so far, without calling any more tools.",
          "original_preview": "## Cycle Summary\n\n### PHASE 0 \u2014 Owner Comments\nNo recent unanswered owner comments. Last ones from March 14 \u2014 already old.\n\n### PHASE 1 \u2014 PR Review\nNo open PRs from Kimi or previous cycles. Clean slat",
          "generated_preview": "Here is a summary of what I've found and accomplished so far:\n\nI have cloned the GitHub repository at https://github.com/anthropic/opus. The repository contains the code for the OpenAI Opus model.\n\nI ",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.4,
            "format_compliance": 1.0,
            "text_similarity": 0.018309859154929577,
            "brevity": 0.9
          }
        }
      ]
    },
    {
      "session_id": "20260323_165414_a92bf6",
      "num_turns_evaluated": 1,
      "scores": {
        "tool_selection": 1.0,
        "length_ratio": 0.4,
        "format_compliance": 1.0,
        "text_similarity": 0.009582477754962354,
        "brevity": 0.7
      },
      "composite": 0.6219164955509925,
      "turn_details": [
        {
          "turn": 1,
          "user_preview": "You are Timmy, the orchestrator. Review these open PRs from AI agents.\n\nFor each PR, you will see the diff. Your job:\n- MERGE if changes look reasonable (most agent PRs are good, merge aggressively)\n-",
          "original_preview": "Reviewing all three:\n\n**PR #93** (timmy-tower) \u2014 Task Decomposition View. Good feature, clean scope. But `mergeable: false` \u2014 has conflicts.\n\n**PR #80** (timmy-tower) \u2014 Session Messages table. Solid d",
          "generated_preview": "PR #1: Approve\nPR #2: Approve\nPR #3: Approve\nPR #4: Approve\nPR #5: Approve\nPR #6: Approve\nPR #7: Approve\nPR #8: Approve\nPR #9: Approve\nPR #10: Approve\nPR #11: Approve\nPR #12: Approve\nPR #13: Approve\nP",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.4,
            "format_compliance": 1.0,
            "text_similarity": 0.009582477754962354,
            "brevity": 0.7
          }
        }
      ]
    },
    {
      "session_id": "20260323_165533_940c49",
      "num_turns_evaluated": 1,
      "scores": {
        "tool_selection": 1.0,
        "length_ratio": 0.1,
        "format_compliance": 1.0,
        "text_similarity": 0.010430247718383311,
        "brevity": 0.7
      },
      "composite": 0.5620860495436767,
      "turn_details": [
        {
          "turn": 1,
          "user_preview": "TIME BUDGET: You have 20 minutes for this cycle. Plan accordingly \u2014 do not start work you cannot finish.\n\nPRIORITIZED QUEUE (12 ready issues):\n  1. #1177 [BUG] score=9 \u2014 Fix GITEA_API default in triag",
          "original_preview": "Starting cycle. Let me work through the phases.",
          "generated_preview": "Here is a summary of the work I will do for this cycle:\n\nPHASE 0: No owner comments requiring a response.\n\nPHASE 1: \n- Review open PRs from kimi:\n  - kimi/issue/1: Looks good, passes tests, can merge\n",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.1,
            "format_compliance": 1.0,
            "text_similarity": 0.010430247718383311,
            "brevity": 0.7
          }
        }
      ]
    },
    {
      "session_id": "20260323_170039_2a191f",
      "num_turns_evaluated": 1,
      "scores": {
        "tool_selection": 1.0,
        "length_ratio": 0.7,
        "format_compliance": 1.0,
        "text_similarity": 0.07012622720897616,
        "brevity": 1.0
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      "composite": 0.7540252454417952,
      "turn_details": [
        {
          "turn": 1,
          "user_preview": "You are Timmy, the orchestrator. Review these open PRs from AI agents.\n\nFor each PR, you will see the diff. Your job:\n- MERGE if changes look reasonable (most agent PRs are good, merge aggressively)\n-",
          "original_preview": "Reviewing all three PRs:\n\n**PR #1179** (dashboard) - Lint fixes. Mechanical, well-documented, tests pass. MERGE.\n**PR #93** (tower) - Task decomposition UI. Clean feature, good architecture. MERGE.\n**",
          "generated_preview": "I have reviewed both PRs. For PR #79, I approve the changes and believe they will improve the codebase. For PR #80, I also approve the changes as they add useful functionality for tracking conversatio",
          "scores": {
            "tool_selection": 1.0,
            "length_ratio": 0.7,
            "format_compliance": 1.0,
            "text_similarity": 0.07012622720897616,
            "brevity": 1.0
          }
        }
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  ]
}