{
 "date": "2026-10-13",
 "request": "帮我写一个 Python 脚本，把 memos/ 文件夹里的语音备忘录用 AI Builder Space 的语音识别接口转成文字，每条存成一个同名的 .txt 文件放在 transcripts/ 里。API key 在环境变量 AI_BUILDER_TOKEN 里。",
 "memos": [
  "W01",
  "W02",
  "W05",
  "L01",
  "I01"
 ],
 "success_criterion": "transcripts/<stem>.txt for every memo, non-empty, >=10 CJK chars, char similarity to reference script >= 0.5 (check.py)",
 "condition_A": [
  {
   "condition": "A",
   "trial": 1,
   "model": "gemini-3.8-flash",
   "one_shot_success": false,
   "transcripts_ok": "0/5",
   "exit_code": 0,
   "runs": 1,
   "chat_seconds": 17.2,
   "run_seconds": 0.4,
   "endpoint_in_code": [
    "https://api.ai-builder.space/v1/audio/transcriptions"
   ],
   "failure": "guessed host api.ai-builder.space does not exist (DNS NXDOMAIN); real base is https://space.ai-builders.com/backend/v1. Script caught the error per file, wrote nothing, printed a completion message and exited 0.",
   "counterfactual_only_url_replaced": {
    "exit_code": 0,
    "success": true,
    "n_ok": 5,
    "similarity": {
     "I01": 0.993,
     "L01": 1.0,
     "W01": 0.923,
     "W02": 0.905,
     "W05": 0.93
    }
   }
  },
  {
   "condition": "A",
   "trial": 2,
   "model": "gemini-3.8-flash",
   "one_shot_success": false,
   "transcripts_ok": "0/5",
   "exit_code": 0,
   "runs": 1,
   "chat_seconds": 18.5,
   "run_seconds": 0.1,
   "endpoint_in_code": [
    "https://api.ai-builder.space/v1/audio/transcriptions"
   ],
   "failure": "guessed host api.ai-builder.space does not exist (DNS NXDOMAIN); real base is https://space.ai-builders.com/backend/v1. Script caught the error per file, wrote nothing, printed a completion message and exited 0.",
   "counterfactual_only_url_replaced": {
    "exit_code": 0,
    "success": true,
    "n_ok": 5,
    "similarity": {
     "I01": 0.993,
     "L01": 0.953,
     "W01": 0.933,
     "W02": 0.925,
     "W05": 0.93
    }
   }
  },
  {
   "condition": "A",
   "trial": 3,
   "model": "gemini-3.8-flash",
   "one_shot_success": false,
   "transcripts_ok": "0/5",
   "exit_code": 0,
   "runs": 1,
   "chat_seconds": 18.1,
   "run_seconds": 7.0,
   "endpoint_in_code": [
    "https://api.ai-builder.space/v1"
   ],
   "failure": "guessed host api.ai-builder.space does not exist (DNS NXDOMAIN); real base is https://space.ai-builders.com/backend/v1. Script caught the error per file, wrote nothing, printed a completion message and exited 0.",
   "counterfactual_only_url_replaced": {
    "exit_code": 0,
    "success": true,
    "n_ok": 5,
    "similarity": {
     "I01": 0.993,
     "L01": 1.0,
     "W01": 0.914,
     "W02": 0.919,
     "W05": 0.93
    }
   }
  }
 ],
 "condition_B": [
  {
   "condition": "B",
   "trial": 1,
   "harness": "agy 1.3.4",
   "model": "gemini-3.8-flash-high",
   "exit_code": 0,
   "seconds": 127.6,
   "key_found_in_files_then_redacted": [],
   "log_mentions_API_md": 0,
   "log_python_script_lines_for_manual_count": [],
   "check": {
    "success": true,
    "n_ok": 5,
    "n_memos": 5,
    "files": {
     "I01": {
      "exists": true,
      "chars": 77,
      "cjk": 60,
      "similarity": 0.986,
      "head": "我现在越来越觉得大部分人学AI的方式是错的，就是说大家都在追星名词，今天MCP，",
      "ok": true
     },
     "L01": {
      "exists": true,
      "chars": 50,
      "cjk": 44,
      "similarity": 0.943,
      "head": "回家路上记得买菜，就是说要买鸡蛋，牛奶，然后苹果也没了，买一袋表姐，矿民说周末要",
      "ok": true
     },
     "W01": {
      "exists": true,
      "chars": 114,
      "cjk": 77,
      "similarity": 0.954,
      "head": "嗯，今天下午跟韩宇还有令思远对了一下部署的事情，就是说那个服务现在放在 Koib",
      "ok": true
     },
     "W02": {
      "exists": true,
      "chars": 83,
      "cjk": 62,
      "similarity": 0.987,
      "head": "提醒一下自己，明天上午十点跟欧阳静过一下voice flow的需求，她上次说用户",
      "ok": true
     },
     "W05": {
      "exists": true,
      "chars": 86,
      "cjk": 64,
      "similarity": 0.936,
      "head": "童星人发了新版的设计稿过来，然后我看了一下，首页那个按钮太小了，就是说在手机上根",
      "ok": true
     }
    },
    "transcripts_dir_listing": [
     "transcripts/I01.txt",
     "transcripts/L01.txt",
     "transcripts/W01.txt",
     "transcripts/W02.txt",
     "transcripts/W05.txt"
    ]
   },
   "success": true,
   "agy_json": {
    "conversation_id": "4b7695c4-4138-4c5f-bf87-65a67829a43c",
    "status": "SUCCESS",
    "duration_seconds": 125.190614,
    "num_turns": 1,
    "usage": {
     "input_tokens": 195776,
     "output_tokens": 12452,
     "thinking_tokens": 7986,
     "cache_read_tokens": 588316,
     "total_tokens": 208228
    }
   }
  },
  {
   "condition": "B",
   "trial": 2,
   "harness": "agy 1.3.4",
   "model": "gemini-3.8-flash-high",
   "exit_code": 0,
   "seconds": 106.6,
   "key_found_in_files_then_redacted": [],
   "log_mentions_API_md": 0,
   "log_python_script_lines_for_manual_count": [],
   "check": {
    "success": true,
    "n_ok": 5,
    "n_memos": 5,
    "files": {
     "I01": {
      "exists": true,
      "chars": 77,
      "cjk": 60,
      "similarity": 0.986,
      "head": "我现在越来越觉得大部分人学AI的方式是错的，就是说大家都在追星名词，今天MCP，",
      "ok": true
     },
     "L01": {
      "exists": true,
      "chars": 51,
      "cjk": 44,
      "similarity": 0.943,
      "head": "回家路上记得买菜，就是说要买鸡蛋，牛奶，然后苹果也没了，买一袋表姐，矿民说周末要",
      "ok": true
     },
     "W01": {
      "exists": true,
      "chars": 105,
      "cjk": 77,
      "similarity": 0.948,
      "head": "嗯，今天下午跟韩宇还有令思远对了一下部署的事情，就是说那个服务现在放在Kib上面",
      "ok": true
     },
     "W02": {
      "exists": true,
      "chars": 83,
      "cjk": 62,
      "similarity": 0.987,
      "head": "提醒一下自己，明天上午十点跟欧阳静过一下voice flow的需求，她上次说用户",
      "ok": true
     },
     "W05": {
      "exists": true,
      "chars": 86,
      "cjk": 64,
      "similarity": 0.936,
      "head": "童星人发了新版的设计稿过来，然后我看了一下，首页那个按钮太小了，就是说在手机上根",
      "ok": true
     }
    },
    "transcripts_dir_listing": [
     "transcripts/I01.txt",
     "transcripts/L01.txt",
     "transcripts/W01.txt",
     "transcripts/W02.txt",
     "transcripts/W05.txt"
    ]
   },
   "success": true,
   "agy_json": {
    "conversation_id": "7e5f9919-ddb8-4f85-88e8-51f9679866db",
    "status": "SUCCESS",
    "duration_seconds": 104.201097,
    "num_turns": 1,
    "usage": {
     "input_tokens": 145542,
     "output_tokens": 11045,
     "thinking_tokens": 5870,
     "cache_read_tokens": 507375,
     "total_tokens": 156587
    }
   }
  },
  {
   "condition": "B",
   "trial": 3,
   "harness": "agy 1.3.4",
   "model": "gemini-3.8-flash-high",
   "exit_code": 0,
   "seconds": 112.7,
   "key_found_in_files_then_redacted": [],
   "log_mentions_API_md": 0,
   "log_python_script_lines_for_manual_count": [
    "I1013 13:14:50.046439    2088 run_command_handler.go:577] [sandbox-telemetry] emitting SANDBOX_COMMAND_BLOCKED event with extra=map[command_line:source .venv/bin/activate && python3 transcribe.py command_output:Traceback (most recent call last):"
   ],
   "check": {
    "success": true,
    "n_ok": 5,
    "n_memos": 5,
    "files": {
     "I01": {
      "exists": true,
      "chars": 77,
      "cjk": 60,
      "similarity": 0.986,
      "head": "我现在越来越觉得大部分人学AI的方式是错的，就是说大家都在追星名词，今天MCP，",
      "ok": true
     },
     "L01": {
      "exists": true,
      "chars": 51,
      "cjk": 44,
      "similarity": 0.943,
      "head": "回家路上记得买菜，就是说要买鸡蛋，牛奶，然后苹果也没了，买一袋表姐，矿民说周末要",
      "ok": true
     },
     "W01": {
      "exists": true,
      "chars": 105,
      "cjk": 77,
      "similarity": 0.938,
      "head": "嗯，今天下午跟韩宇还有令思远对了一下部署的事情，就是说那个服务现在放在Kib上面",
      "ok": true
     },
     "W02": {
      "exists": true,
      "chars": 84,
      "cjk": 62,
      "similarity": 0.967,
      "head": "提醒一下自己，明天上午十点跟欧阳静过一下voice flow的需求，她上次说用户",
      "ok": true
     },
     "W05": {
      "exists": true,
      "chars": 86,
      "cjk": 64,
      "similarity": 0.936,
      "head": "童星人发了新版的设计稿过来，然后我看了一下，首页那个按钮太小了，就是说在手机上根",
      "ok": true
     }
    },
    "transcripts_dir_listing": [
     "transcripts/I01.txt",
     "transcripts/L01.txt",
     "transcripts/W01.txt",
     "transcripts/W02.txt",
     "transcripts/W05.txt"
    ]
   },
   "success": true,
   "agy_json": {
    "conversation_id": "53a6fa36-d050-4081-b237-ec225bad8c68",
    "status": "SUCCESS",
    "duration_seconds": 110.575764,
    "num_turns": 1,
    "usage": {
     "input_tokens": 151566,
     "output_tokens": 12121,
     "thinking_tokens": 7302,
     "cache_read_tokens": 575692,
     "total_tokens": 163687
    }
   }
  }
 ]
}