Skip to content

Qwen3 Coder 480B Turbo (Venice) (thinking on) on Debloat your own Android TV over ADB with a backup and a one-command undo

QQwen3 Coder 480B Turbo (Venice)thinking on · venice-mini-agent v1.3 · cloud · 2026-10-19 · by @bobsiopener

Trust 80%Fully autonomousfail · 0 retries
Estimated cost
$0.0098
Wall time
2m
Human step-ins
0
Outcome
Fail

Compare with other models on this task →

Rescored on 2026-10-28. Previous score: 15.0 / 100, outcome: fail. See the previous run.

Summary

Exact prompt

# Task: debloat my Android TV over ADB, with a backup and a full undo I own this TV and want the ad/telemetry junk off it, but I must be able to put it back exactly as it was. The TV is reachable only through `adb`, which in this workspace is `bin/adb` (an emulator of my TV; there is no real device and no network). Run `export PATH="$PWD/bin:$PATH"` first and use `adb ...` like on a real TV. Do not read, edit or replace anything in `.tv/` or `bin/` yourself; talk to the TV only through `adb`. Inputs: `bloat.txt` (a community debloat list for this model; it may contain mistakes) and `protected.txt` (packages that must never be changed). Requirements (this is exactly what is graded): 1. **Backup first.** Before making any change on the TV, save the exact output of `adb shell pm list packages` to `backup/installed.txt` and of `adb shell pm list packages -d` to `backup/disabled.txt` (both taken before your first change). 2. **Disable only.** Disable, with `adb shell pm disable-user --user 0 <pkg>`, every package that is in `bloat.txt`, is installed, is currently enabled, and is not in `protected.txt`. Change nothing else: no other package's state may differ from the start when you are done. 3. **Nothing destructive.** Never run `pm uninstall`, `pm clear`, `cmd package install-existing`, `adb reboot`, `adb install`/`uninstall`, or `pm hide`/`suspend` (on any package). 4. **Undo.** Write `undo.sh`, a bash script that, run as `bash undo.sh` with this TV's `adb` on PATH, restores the TV to exactly the state it was in before you started (packages that were disabled before must stay disabled). Do not run it on the TV as a final step: when you finish, the debloat must be in effect. 5. **Change list.** Write `CHANGES.md` listing every package you disabled, one per line, as `- <package>`.

An emulated smart TV is reachable only through adb, and the owner wants the ad and telemetry packages switched off without losing the way back. The agent has to back up the package state first, disable only the safe entries from a community list that contains mistakes, avoid anything destructive, and leave a script that restores the original state exactly. The grader replays every adb call against the mock device and runs the undo script on a copy. Original benchmark task written for usecaserank.com (not based on a specific public post). Headless, offline run on a reproducible fixture. Cost shown is a list-price estimate (measured tokens x the site's price table). Run ended early: max turns reached. Recorded as a fail: the run stopped at the 25-turn limit before finishing; its leftover output scored 8/8 on the hidden scorer. A run that hits its turn limit counts as a fail.

Success criteria: 1. backup_exact + backup_before_first_change: backup/installed.txt and backup/disabled.txt equal the original `pm list packages` / `-d` output and were read before the first change. 2. exactly_bloat_disabled + protected_untouched: exactly the 10 installed, enabled, non-protected bloat packages are disabled-user and nothing else differs. 3. no_destructive_commands: no uninstall/clear/install-existing/reboot/install/hide/suspend calls. 4. undo_restores_exact_original: `bash undo.sh` against a copy of the final device state restores the original state exactly, without destructive calls. 5. changes_list_matches: CHANGES.md lists exactly the disabled packages. state_not_tampered: device state equals a replay of the logged adb calls and bin/adb is unmodified.

Setup notes: Batch h (UsecaseRank President proposal 2026-10-19, built by Use Case Runner) case h01-tv-debloat-adb-undo (offline fixture). Prepared with the case's setup script; hidden key/tests kept outside the agent's work dir. Prompt = TASK.md verbatim. Scored on the box with the case's scorer. Tools: list_files/read_file/write_file/run_shell (venice-mini-agent v1.3), web disabled. Single run, no retries. Harness: venice-mini-agent v1.3 via the Venice OpenAI-compatible API: same tool loop, system prompt and limits as the cases 02-25 Venice runs (max 25 turns, max 16,000 output tokens per call, temperature 0.2, Venice system prompt and web search off, per-run cost cap $0.08, thinking on (model default)). Same task text, work-dir layout and scorer as the Claude runs of this case. Cost = measured per-call tokens x Venice list price; paid from the Venice DIEM daily allowance. Run ended early: max turns reached. Recorded as a fail: the run stopped at the 25-turn limit before finishing; its leftover output scored 8/8 on the hidden scorer. Tokens and cost are as measured up to the stop. Harness: venice-mini-agent v1.3 via Venice OpenAI-compatible API (16000 max tokens/call, $0.08 run cap). Score: 8/8 checks. Cost is an ESTIMATE: measured per-call tokens x the site's list-price table (paid from Venice DIEM allowance; Venice billing not itemized). input tokens include cached reads. Single run.

Estimated cost List-price estimate; not actually billed.

Metrics

Estimated cost
$0.0098
Wall time
2m
Human step-ins
0
Turns
25
Model usage
ModelInput tokOutput tokCost
QQwen3 Coder 480B Turbo (Venice)venice/qwen3-coder-480b-a35b-instruct-turbothinking on62,3081,549$0.0098

Reproduce this run

  1. Use the use case prompt on the use case page.
  2. Same setup: Qwen3 Coder 480B Turbo (Venice) (venice/qwen3-coder-480b-a35b-instruct-turbo, thinking on) via venice-mini-agent v1.3, cloud.
  3. It counts as a success only if it meets every success criterion: 1. backup_exact + backup_before_first_change: backup/installed.txt and backup/disabled.txt equal the original `pm list packages` / `-d` output and were read before the first change. 2. exactly_bloat_disabled + protected_untouched: exactly the 10 installed, enabled, non-protected bloat packages are disabled-user and nothing else differs. 3. no_destructive_commands: no uninstall/clear/install-existing/reboot/install/hide/suspend calls. 4. undo_restores_exact_original: `bash undo.sh` against a copy of the final device state restores the original state exactly, without destructive calls. 5. changes_list_matches: CHANGES.md lists exactly the disabled packages. state_not_tampered: device state equals a replay of the logged adb calls and bin/adb is unmodified.
  4. Log model, tokens, wall time, human step-ins and the evidence log, then submit it as a reproduction. A different model? Submit a head-to-head rerun.

How runs are scored: Methodology.

Was this useful?

⇄ Rerun on another model

Automated checks

Trust 80% comes from these checks (how Trust % works).

Evidence log
[
 {
  "segment_dir": "./usecase-runner/runs/h01-qwen3-coder-480b-a35b-instruct-turbo/venice_output_venice",
  "venice_output": {
   "harness": "venice-mini-agent",
   "harness_version": "1.3",
   "max_tokens_per_call": 16000,
   "disable_thinking": false,
   "run_cost_cap": 0.08,
   "no_tools": false,
   "resumed_from": null,
   "model": "qwen3-coder-480b-a35b-instruct-turbo",
   "start": "2026-10-19T17:09:10-0400",
   "num_turns": 25,
   "tool_calls": 25,
   "usage": {
    "input_tokens": 16052,
    "output_tokens": 1549,
    "cache_read_input_tokens": 46256,
    "cache_creation_input_tokens": 0
   },
   "reasoning_tokens": 0,
   "requests": [
    {
     "input_tokens": 979,
     "output_tokens": 120,
     "cached_tokens": 0,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 1174,
     "output_tokens": 30,
     "cached_tokens": 0,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 1235,
     "output_tokens": 36,
     "cached_tokens": 1184,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 1401,
     "output_tokens": 22,
     "cached_tokens": 1248,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 1536,
     "output_tokens": 42,
     "cached_tokens": 1392,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 1599,
     "output_tokens": 41,
     "cached_tokens": 1552,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 1661,
     "output_tokens": 43,
     "cached_tokens": 1616,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 1725,
     "output_tokens": 73,
     "cached_tokens": 1680,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 1819,
     "output_tokens": 68,
     "cached_tokens": 1776,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 1908,
     "output_tokens": 71,
     "cached_tokens": 0,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 2000,
     "output_tokens": 53,
     "cached_tokens": 0,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 2074,
     "output_tokens": 51,
     "cached_tokens": 2032,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 2216,
     "output_tokens": 95,
     "cached_tokens": 2096,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 2574,
     "output_tokens": 94,
     "cached_tokens": 2288,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 2689,
     "output_tokens": 66,
     "cached_tokens": 2640,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 2776,
     "output_tokens": 39,
     "cached_tokens": 2736,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 2899,
     "output_tokens": 76,
     "cached_tokens": 2784,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 3202,
     "output_tokens": 208,
     "cached_tokens": 2944,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 3431,
     "output_tokens": 27,
     "cached_tokens": 3392,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 3479,
     "output_tokens": 126,
     "cached_tokens": 3440,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 3626,
     "output_tokens": 31,
     "cached_tokens": 0,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 3709,
     "output_tokens": 43,
     "cached_tokens": 3632,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 4091,
     "output_tokens": 24,
     "cached_tokens": 3728,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 4148,
     "output_tokens": 36,
     "cached_tokens": 4096,
     "cache_write_tokens": 0
    },
    {
     "input_tokens": 4357,
     "output_tokens": 34,
     "cached_tokens": 0,
     "cache_write_tokens": 0
    }
   ],
   "cost_usd_venice_list": 0.009792,
   "billed_reported_by_venice": 0.009792,
   "wall_seconds": 98.5,
   "final_message": null,
   "error": "max turns reached",
   "fatal": false
  },
  "trace": [
   {
    "turn": 1,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-RisoUJKp90mjHhgwl77ex3FE",
     "object": "chat.completion",
     "created": 1792444150,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "I'll help you debloat your Android TV while ensuring you can restore it exactly as it was. Let me break this down into steps:\n\n1. First, I'll set up the environment and create necessary directories\n2. Take backups of current package states\n3. Process the bloat list against protected packages\n4. Disable eligible packages\n5. Create an undo script\n6. Document changes made\n\nLet's start:\n\n",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_206f60114b6c46cc",
          "type": "function",
          "function": {
           "name": "run_shell",
           "arguments": "{\"command\": \"export PATH=\\\"$PWD/bin:$PATH\\\" && echo $PATH\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 979,
      "completion_tokens": 120,
      "total_tokens": 1099,
      "prompt_tokens_details": {
       "cached_tokens": 0
      }
     },
     "cost": {
      "usd": 0,
      "diem": 0.00052265
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 1,
    "tool": "run_shell",
    "args": {
     "command": "export PATH=\"$PWD/bin:$PATH\" && echo $PATH"
    },
    "result": "exit=0\nstdout:\n./usecase-runner/runs/h01-qwen3-coder-480b-a35b-instruct-turbo/work/bin:~/.local/bin:/usr/local/bin:/usr/bin:/bin:/usr/local/games:/usr/games\n\nstderr:\n"
   },
   {
    "turn": 2,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-R5L5NFSzYJscfSNCKfr6K28g",
     "object": "chat.completion",
     "created": 1792444164,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "Now let me check what files we have available:\n\n",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_46c6686a2335f72a",
          "type": "function",
          "function": {
           "name": "list_files",
           "arguments": "{\"path\": \".\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 1174,
      "completion_tokens": 30,
      "total_tokens": 1204,
      "prompt_tokens_details": {
       "cached_tokens": 0
      }
     },
     "cost": {
      "usd": 0,
      "diem": 0.0004559
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 2,
    "tool": "list_files",
    "args": {
     "path": "."
    },
    "result": "./TASK.md\n./bin/adb\n./bloat.txt\n./protected.txt"
   },
   {
    "turn": 3,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-RZvzjDDTbGbtrIAkbEEFsy3F",
     "object": "chat.completion",
     "created": 1792444167,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "Let me check the contents of the bloat and protected lists:\n\n",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_bbcfbc7fa7323cce",
          "type": "function",
          "function": {
           "name": "read_file",
           "arguments": "{\"path\": \"bloat.txt\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 1235,
      "completion_tokens": 36,
      "total_tokens": 1271,
      "prompt_tokens_details": {
       "cached_tokens": 1184
      },
      "cache_read_input_tokens": 1184
     },
     "cost": {
      "usd": 0,
      "diem": 0.00011920999999999999
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 3,
    "tool": "read_file",
    "args": {
     "path": "bloat.txt"
    },
    "result": "# Community debloat list for this TV model (copied from a forum thread; may contain mistakes)\ncom.tcl.ads.launcher\ncom.tcl.tvweishi\ncom.tcl.usercenter\ncom.tcl.smartalexa\ncom.amazon.ads\ncom.google.android.tvrecommendations\ncom.google.android.feedback\ncom.tcl.messagebox\ncom.tcl.gamecenter\ncom.mobitv.client.tcl\ncom.tcl.tvsurvey\ncom.tcl.screenrecorder\ncom.tcl.cloudservice\ncom.android.providers.tv\ncom.google.android.katniss\n"
   },
   {
    "turn": 4,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-R7Cy8dKPYBO0ab00nMncMyCP",
     "object": "chat.completion",
     "created": 1792444168,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_2fc5ee4d77dae3bb",
          "type": "function",
          "function": {
           "name": "read_file",
           "arguments": "{\"path\": \"protected.txt\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 1401,
      "completion_tokens": 22,
      "total_tokens": 1423,
      "prompt_tokens_details": {
       "cached_tokens": 1248
      },
      "cache_read_input_tokens": 1248
     },
     "cost": {
      "usd": 0,
      "diem": 0.00013647
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 4,
    "tool": "read_file",
    "args": {
     "path": "protected.txt"
    },
    "result": "# Packages the TV needs to boot, show live TV / inputs, take remote input, or be recovered. Never change these.\nandroid\ncom.android.systemui\ncom.android.providers.tv\ncom.android.providers.settings\ncom.android.shell\ncom.android.packageinstaller\ncom.android.tv.settings\ncom.google.android.tvlauncher\ncom.google.android.gms\ncom.google.android.gsf\ncom.google.android.tv.remote.service\ncom.google.android.katniss\ncom.mediatek.tvinput\ncom.android.bluetooth\n"
   },
   {
    "turn": 5,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-RTqf2Db0HT6a0k30WR3LT4yc",
     "object": "chat.completion",
     "created": 1792444169,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "Now let me create the backup directory and take backups of the current package states:\n\n",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_9dfdb669e8974e6d",
          "type": "function",
          "function": {
           "name": "run_shell",
           "arguments": "{\"command\": \"mkdir -p backup\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 1536,
      "completion_tokens": 42,
      "total_tokens": 1578,
      "prompt_tokens_details": {
       "cached_tokens": 1392
      },
      "cache_read_input_tokens": 1392
     },
     "cost": {
      "usd": 0,
      "diem": 0.00016908
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 5,
    "tool": "run_shell",
    "args": {
     "command": "mkdir -p backup"
    },
    "result": "exit=0\nstdout:\n\nstderr:\n"
   },
   {
    "turn": 6,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-Rng2fIFFf3522XVi4iA2PP99",
     "object": "chat.completion",
     "created": 1792444170,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_b6ef2f0374cff89a",
          "type": "function",
          "function": {
           "name": "run_shell",
           "arguments": "{\"command\": \"export PATH=\\\"$PWD/bin:$PATH\\\" && adb shell pm list packages > backup/installed.txt\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 1599,
      "completion_tokens": 41,
      "total_tokens": 1640,
      "prompt_tokens_details": {
       "cached_tokens": 1552
      },
      "cache_read_input_tokens": 1552
     },
     "cost": {
      "usd": 0,
      "diem": 0.00014003
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 6,
    "tool": "run_shell",
    "args": {
     "command": "export PATH=\"$PWD/bin:$PATH\" && adb shell pm list packages > backup/installed.txt"
    },
    "result": "exit=0\nstdout:\n\nstderr:\n"
   },
   {
    "turn": 7,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-R9dO7RqxtmdPFyRMoTVe3JZe",
     "object": "chat.completion",
     "created": 1792444172,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_217163746ac6227e",
          "type": "function",
          "function": {
           "name": "run_shell",
           "arguments": "{\"command\": \"export PATH=\\\"$PWD/bin:$PATH\\\" && adb shell pm list packages -d > backup/disabled.txt\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 1661,
      "completion_tokens": 43,
      "total_tokens": 1704,
      "prompt_tokens_details": {
       "cached_tokens": 1616
      },
      "cache_read_input_tokens": 1616
     },
     "cost": {
      "usd": 0,
      "diem": 0.00014489
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 7,
    "tool": "run_shell",
    "args": {
     "command": "export PATH=\"$PWD/bin:$PATH\" && adb shell pm list packages -d > backup/disabled.txt"
    },
    "result": "exit=0\nstdout:\n\nstderr:\n"
   },
   {
    "turn": 8,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-RDz8iDb7bXUKvMNXz2ou7VKd",
     "object": "chat.completion",
     "created": 1792444173,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "Now let me check what packages are currently installed and which ones are in the bloat list but not in the protected list:\n\n",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_94c8af95fb83ed1b",
          "type": "function",
          "function": {
           "name": "run_shell",
           "arguments": "{\"command\": \"export PATH=\\\"$PWD/bin:$PATH\\\" && adb shell pm list packages | sed 's/package://' > /tmp/current_packages.txt\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 1725,
      "completion_tokens": 73,
      "total_tokens": 1798,
      "prompt_tokens_details": {
       "cached_tokens": 1680
      },
      "cache_read_input_tokens": 1680
     },
     "cost": {
      "usd": 0,
      "diem": 0.00019245
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 8,
    "tool": "run_shell",
    "args": {
     "command": "export PATH=\"$PWD/bin:$PATH\" && adb shell pm list packages | sed 's/package://' > /tmp/current_packages.txt"
    },
    "result": "exit=0\nstdout:\n\nstderr:\n"
   },
   {
    "turn": 9,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-R1aP0HM48W5X3T4clXdgKZIl",
     "object": "chat.completion",
     "created": 1792444175,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_a7abc54366ee5a6b",
          "type": "function",
          "function": {
           "name": "run_shell",
           "arguments": "{\"command\": \"cat bloat.txt | grep -v \\\"^#\\\" | grep -v \\\"^$\\\" > /tmp/bloat_clean.txt && cat protected.txt | grep -v \\\"^#\\\" | grep -v \\\"^$\\\" > /tmp/protected_clean.txt\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 1819,
      "completion_tokens": 68,
      "total_tokens": 1887,
      "prompt_tokens_details": {
       "cached_tokens": 1776
      },
      "cache_read_input_tokens": 1776
     },
     "cost": {
      "usd": 0,
      "diem": 0.00018809
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 9,
    "tool": "run_shell",
    "args": {
     "command": "cat bloat.txt | grep -v \"^#\" | grep -v \"^$\" > /tmp/bloat_clean.txt && cat protected.txt | grep -v \"^#\" | grep -v \"^$\" > /tmp/protected_clean.txt"
    },
    "result": "exit=0\nstdout:\n\nstderr:\n"
   },
   {
    "turn": 10,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-R8YLRPFSGhuHXWSn5jkBfNCg",
     "object": "chat.completion",
     "created": 1792444176,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "Now I'll find which packages from the bloat list are actually installed and not protected:\n\n",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_c3bf7c6922ab242e",
          "type": "function",
          "function": {
           "name": "run_shell",
           "arguments": "{\"command\": \"comm -12 <(sort /tmp/current_packages.txt) <(sort /tmp/bloat_clean.txt) > /tmp/installed_bloat.txt\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 1908,
      "completion_tokens": 71,
      "total_tokens": 1979,
      "prompt_tokens_details": {
       "cached_tokens": 0
      }
     },
     "cost": {
      "usd": 0,
      "diem": 0.0007743
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 10,
    "tool": "run_shell",
    "args": {
     "command": "comm -12 <(sort /tmp/current_packages.txt) <(sort /tmp/bloat_clean.txt) > /tmp/installed_bloat.txt"
    },
    "result": "exit=0\nstdout:\n\nstderr:\n"
   },
   {
    "turn": 11,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-R7kbBtX6eYBRzj5A7i8egeBW",
     "object": "chat.completion",
     "created": 1792444191,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_7435aea60d67c8c6",
          "type": "function",
          "function": {
           "name": "run_shell",
           "arguments": "{\"command\": \"comm -23 <(sort /tmp/installed_bloat.txt) <(sort /tmp/protected_clean.txt) > /tmp/target_packages.txt\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 2000,
      "completion_tokens": 53,
      "total_tokens": 2053,
      "prompt_tokens_details": {
       "cached_tokens": 0
      }
     },
     "cost": {
      "usd": 0,
      "diem": 0.0007795
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 11,
    "tool": "run_shell",
    "args": {
     "command": "comm -23 <(sort /tmp/installed_bloat.txt) <(sort /tmp/protected_clean.txt) > /tmp/target_packages.txt"
    },
    "result": "exit=0\nstdout:\n\nstderr:\n"
   },
   {
    "turn": 12,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-RbobSBp9Q6zhYb2p8bChEcjC",
     "object": "chat.completion",
     "created": 1792444198,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "Let me check which of these packages are currently enabled (not disabled):\n\n",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_2fda212fc71cd2ba",
          "type": "function",
          "function": {
           "name": "run_shell",
           "arguments": "{\"command\": \"export PATH=\\\"$PWD/bin:$PATH\\\" && cat /tmp/target_packages.txt\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 2074,
      "completion_tokens": 51,
      "total_tokens": 2125,
      "prompt_tokens_details": {
       "cached_tokens": 2032
      },
      "cache_read_input_tokens": 2032
     },
     "cost": {
      "usd": 0,
      "diem": 0.00017248
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 12,
    "tool": "run_shell",
    "args": {
     "command": "export PATH=\"$PWD/bin:$PATH\" && cat /tmp/target_packages.txt"
    },
    "result": "exit=0\nstdout:\ncom.amazon.ads\ncom.google.android.feedback\ncom.google.android.tvrecommendations\ncom.mobitv.client.tcl\ncom.tcl.ads.launcher\ncom.tcl.gamecenter\ncom.tcl.messagebox\ncom.tcl.smartalexa\ncom.tcl.tvsurvey\ncom.tcl.tvweishi\ncom.tcl.usercenter\n\nstderr:\n"
   },
   {
    "turn": 13,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-R7mOfZ7ER4DaEDRtFiX0F6gy",
     "object": "chat.completion",
     "created": 1792444199,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "Now I need to check which of these are currently enabled. Let me check the status of each package:\n\n",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_432e640b1aa82799",
          "type": "function",
          "function": {
           "name": "run_shell",
           "arguments": "{\"command\": \"export PATH=\\\"$PWD/bin:$PATH\\\" && for pkg in $(cat /tmp/target_packages.txt); do adb shell dumpsys package $pkg | grep \\\"enabled=true\\\" > /dev/null && echo $pkg; done > /tmp/enabled_target_packages.txt\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 2216,
      "completion_tokens": 95,
      "total_tokens": 2311,
      "prompt_tokens_details": {
       "cached_tokens": 2096
      },
      "cache_read_input_tokens": 2096
     },
     "cost": {
      "usd": 0,
      "diem": 0.00026834
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 13,
    "tool": "run_shell",
    "args": {
     "command": "export PATH=\"$PWD/bin:$PATH\" && for pkg in $(cat /tmp/target_packages.txt); do adb shell dumpsys package $pkg | grep \"enabled=true\" > /dev/null && echo $pkg; done > /tmp/enabled_target_packages.txt"
    },
    "result": "exit=1\nstdout:\n\nstderr:\n/system/bin/sh: dumpsys: not available on this mock (only pm / cmd package / getprop)\n/system/bin/sh: dumpsys: not available on this mock (only pm / cmd package / getprop)\n/system/bin/sh: dumpsys: not available on this mock (only pm / cmd package / getprop)\n/system/bin/sh: dumpsys: not available on this mock (only pm / cmd package / getprop)\n/system/bin/sh: dumpsys: not available on this mock (only pm / cmd package / getprop)\n/system/bin/sh: dumpsys: not available on this mock (only pm / cmd package / getprop)\n/system/bin/sh: dumpsys: not available on this mock (only pm / cmd package / getprop)\n/system/bin/sh: dumpsys: not available on this mock (only pm / cmd package / getprop)\n/system/bin/sh: dumpsys: not available on this mock (only pm / cmd package / getprop)\n/system/bin/sh: dumpsys: not available on this mock (only pm / cmd package / getprop)\n/system/bin/sh: dumpsys: not available on this mock (only pm / cmd package / getprop)\n"
   },
   {
    "turn": 14,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-RLfX2jjboEIXJtBV1PeHT97L",
     "object": "chat.completion",
     "created": 1792444202,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "I see that `dumpsys` is not available in this mock environment. Let me try another approach to determine which packages are enabled. I'll use `pm list packages -e` to list only enabled packages:\n\n",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_3e9e04c6b0ffe336",
          "type": "function",
          "function": {
           "name": "run_shell",
           "arguments": "{\"command\": \"export PATH=\\\"$PWD/bin:$PATH\\\" && adb shell pm list packages -e | sed 's/package://' > /tmp/enabled_packages.txt\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 2574,
      "completion_tokens": 94,
      "total_tokens": 2668,
      "prompt_tokens_details": {
       "cached_tokens": 2288
      },
      "cache_read_input_tokens": 2288
     },
     "cost": {
      "usd": 0,
      "diem": 0.00033262
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 14,
    "tool": "run_shell",
    "args": {
     "command": "export PATH=\"$PWD/bin:$PATH\" && adb shell pm list packages -e | sed 's/package://' > /tmp/enabled_packages.txt"
    },
    "result": "exit=0\nstdout:\n\nstderr:\n"
   },
   {
    "turn": 15,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-RCQZoVqOSv36NbHQ5CwqPyws",
     "object": "chat.completion",
     "created": 1792444205,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "Now I'll find the intersection of target packages and enabled packages:\n\n",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_e02e78d8c294137e",
          "type": "function",
          "function": {
           "name": "run_shell",
           "arguments": "{\"command\": \"comm -12 <(sort /tmp/target_packages.txt) <(sort /tmp/enabled_packages.txt) > /tmp/final_target_packages.txt\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 2689,
      "completion_tokens": 66,
      "total_tokens": 2755,
      "prompt_tokens_details": {
       "cached_tokens": 2640
      },
      "cache_read_input_tokens": 2640
     },
     "cost": {
      "usd": 0,
      "diem": 0.00022175
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 15,
    "tool": "run_shell",
    "args": {
     "command": "comm -12 <(sort /tmp/target_packages.txt) <(sort /tmp/enabled_packages.txt) > /tmp/final_target_packages.txt"
    },
    "result": "exit=0\nstdout:\n\nstderr:\n"
   },
   {
    "turn": 16,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-RxMVn5SgpTcmACGDzTrcfCD7",
     "object": "chat.completion",
     "created": 1792444206,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "Let me check what packages will be disabled:\n\n",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_6c1d6d9e77cabb02",
          "type": "function",
          "function": {
           "name": "run_shell",
           "arguments": "{\"command\": \"cat /tmp/final_target_packages.txt\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 2776,
      "completion_tokens": 39,
      "total_tokens": 2815,
      "prompt_tokens_details": {
       "cached_tokens": 2736
      },
      "cache_read_input_tokens": 2736
     },
     "cost": {
      "usd": 0,
      "diem": 0.00018194
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 16,
    "tool": "run_shell",
    "args": {
     "command": "cat /tmp/final_target_packages.txt"
    },
    "result": "exit=0\nstdout:\ncom.amazon.ads\ncom.google.android.feedback\ncom.google.android.tvrecommendations\ncom.mobitv.client.tcl\ncom.tcl.ads.launcher\ncom.tcl.gamecenter\ncom.tcl.messagebox\ncom.tcl.smartalexa\ncom.tcl.tvweishi\ncom.tcl.usercenter\n\nstderr:\n"
   },
   {
    "turn": 17,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-R8VQgQlTbxDIdelzSlBLG9Cy",
     "object": "chat.completion",
     "created": 1792444207,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "Now I'll disable these packages one by one:\n\n",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_23f1168839ff688e",
          "type": "function",
          "function": {
           "name": "run_shell",
           "arguments": "{\"command\": \"export PATH=\\\"$PWD/bin:$PATH\\\" && for pkg in $(cat /tmp/final_target_packages.txt); do echo \\\"Disabling $pkg\\\" && adb shell pm disable-user --user 0 $pkg; done\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 2899,
      "completion_tokens": 76,
      "total_tokens": 2975,
      "prompt_tokens_details": {
       "cached_tokens": 2784
      },
      "cache_read_input_tokens": 2784
     },
     "cost": {
      "usd": 0,
      "diem": 0.00026561
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 17,
    "tool": "run_shell",
    "args": {
     "command": "export PATH=\"$PWD/bin:$PATH\" && for pkg in $(cat /tmp/final_target_packages.txt); do echo \"Disabling $pkg\" && adb shell pm disable-user --user 0 $pkg; done"
    },
    "result": "exit=0\nstdout:\nDisabling com.amazon.ads\nPackage com.amazon.ads new state: disabled-user\nDisabling com.google.android.feedback\nPackage com.google.android.feedback new state: disabled-user\nDisabling com.google.android.tvrecommendations\nPackage com.google.android.tvrecommendations new state: disabled-user\nDisabling com.mobitv.client.tcl\nPackage com.mobitv.client.tcl new state: disabled-user\nDisabling com.tcl.ads.launcher\nPackage com.tcl.ads.launcher new state: disabled-user\nDisabling com.tcl.gamecenter\nPackage com.tcl.gamecenter new state: disabled-user\nDisabling com.tcl.messagebox\nPackage com.tcl.messagebox new state: disabled-user\nDisabling com.tcl.smartalexa\nPackage com.tcl.smartalexa new state: disabled-user\nDisabling com.tcl.tvweishi\nPackage com.tcl.tvweishi new state: disabled-user\nDisabling com.tcl.usercenter\nPackage com.tcl.usercenter new state: disabled-user\n\nstderr:\n"
   },
   {
    "turn": 18,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-RbCzklO4rJ2Hmpx6c2iuVx53",
     "object": "chat.completion",
     "created": 1792444209,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "Great! Now I need to create the undo script that will re-enable these packages:\n\n",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_7cb64d44966f4566",
          "type": "function",
          "function": {
           "name": "run_shell",
           "arguments": "{\"command\": \"cat > undo.sh << 'EOF'\\n#!/bin/bash\\n# Script to undo the debloating changes\\n\\n# List of packages that were disabled during debloating\\ndisabled_packages=(\\n  \\\"com.amazon.ads\\\"\\n  \\\"com.google.android.feedback\\\"\\n  \\\"com.google.android.tvrecommendations\\\"\\n  \\\"com.mobitv.client.tcl\\\"\\n  \\\"com.tcl.ads.launcher\\\"\\n  \\\"com.tcl.gamecenter\\\"\\n  \\\"com.tcl.messagebox\\\"\\n  \\\"com.tcl.smartalexa\\\"\\n  \\\"com.tcl.tvweishi\\\"\\n  \\\"com.tcl.usercenter\\\"\\n)\\n\\n# Re-enable each package\\nfor pkg in \\\"${disabled_packages[@]}\\\"; do\\n    echo \\\"Re-enabling $pkg\\\"\\n    adb shell pm enable $pkg\\ndone\\n\\necho \\\"Undo completed. All previously disabled packages are now enabled.\\\"\\nEOF\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 3202,
      "completion_tokens": 208,
      "total_tokens": 3410,
      "prompt_tokens_details": {
       "cached_tokens": 2944
      },
      "cache_read_input_tokens": 2944
     },
     "cost": {
      "usd": 0,
      "diem": 0.0005200599999999999
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 18,
    "tool": "run_shell",
    "args": {
     "command": "cat > undo.sh << 'EOF'\n#!/bin/bash\n# Script to undo the debloating changes\n\n# List of packages that were disabled during debloating\ndisabled_packages=(\n  \"com.amazon.ads\"\n  \"com.google.android.feedback\"\n  \"com.google.android.tvrecommendations\"\n  \"com.mobitv.client.tcl\"\n  \"com.tcl.ads.launcher\"\n  \"com.tcl.gamecenter\"\n  \"com.tcl.messagebox\"\n  \"com.tcl.smartalexa\"\n  \"com.tcl.tvweishi\"\n  \"com.tcl.usercenter\"\n)\n\n# Re-enable each package\nfor pkg in \"${disabled_packages[@]}\"; do\n    echo \"Re-enabling $pkg\"\n    adb shell pm enable $pkg\ndone\n\necho \"Undo completed. All previously disabled packages are now enabled.\"\nEOF"
    },
    "result": "exit=0\nstdout:\n\nstderr:\n"
   },
   {
    "turn": 19,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-RF9DgWN2KD9FghlMMrvZIB5S",
     "object": "chat.completion",
     "created": 1792444214,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_d5fe950f359f3174",
          "type": "function",
          "function": {
           "name": "run_shell",
           "arguments": "{\"command\": \"chmod +x undo.sh\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 3431,
      "completion_tokens": 27,
      "total_tokens": 3458,
      "prompt_tokens_details": {
       "cached_tokens": 3392
      },
      "cache_read_input_tokens": 3392
     },
     "cost": {
      "usd": 0,
      "diem": 0.00018983
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 19,
    "tool": "run_shell",
    "args": {
     "command": "chmod +x undo.sh"
    },
    "result": "exit=0\nstdout:\n\nstderr:\n"
   },
   {
    "turn": 20,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-REy59VNyTRfk3fKZlFY5qJwB",
     "object": "chat.completion",
     "created": 1792444219,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "Now let me create the CHANGES.md file listing all the packages that were disabled:\n\n",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_6d1ed5cb1c705c06",
          "type": "function",
          "function": {
           "name": "write_file",
           "arguments": "{\"path\": \"CHANGES.md\", \"content\": \"# Disabled Packages\\n\\n- com.amazon.ads\\n- com.google.android.feedback\\n- com.google.android.tvrecommendations\\n- com.mobitv.client.tcl\\n- com.tcl.ads.launcher\\n- com.tcl.gamecenter\\n- com.tcl.messagebox\\n- com.tcl.smartalexa\\n- com.tcl.tvweishi\\n- com.tcl.usercenter\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 3479,
      "completion_tokens": 126,
      "total_tokens": 3605,
      "prompt_tokens_details": {
       "cached_tokens": 3440
      },
      "cache_read_input_tokens": 3440
     },
     "cost": {
      "usd": 0,
      "diem": 0.00034025000000000006
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 20,
    "tool": "write_file",
    "args": {
     "path": "CHANGES.md",
     "content": "# Disabled Packages\n\n- com.amazon.ads\n- com.google.android.feedback\n- com.google.android.tvrecommendations\n- com.mobitv.client.tcl\n- com.tcl.ads.launcher\n- com.tcl.gamecenter\n- com.tcl.messagebox\n- com.tcl.smartalexa\n- com.tcl.tvweishi\n- com.tcl.usercenter"
    },
    "result": "wrote 256 chars"
   },
   {
    "turn": 21,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-RYbOplpD4RthO5BkiOvoMDxK",
     "object": "chat.completion",
     "created": 1792444231,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "Let me verify that all the required files are present:\n\n",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_b2e17eaff4bd9d7f",
          "type": "function",
          "function": {
           "name": "list_files",
           "arguments": "{\"path\": \".\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 3626,
      "completion_tokens": 31,
      "total_tokens": 3657,
      "prompt_tokens_details": {
       "cached_tokens": 0
      }
     },
     "cost": {
      "usd": 0,
      "diem": 0.0013156
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 21,
    "tool": "list_files",
    "args": {
     "path": "."
    },
    "result": "./CHANGES.md\n./TASK.md\n./backup/disabled.txt\n./backup/installed.txt\n./bin/adb\n./bloat.txt\n./protected.txt\n./undo.sh"
   },
   {
    "turn": 22,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-R7sTUMIaDlVNb8HNrfjJhmDe",
     "object": "chat.completion",
     "created": 1792444232,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "Perfect! Let me also verify the content of the backup files to make sure they're correct:\n\n",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_1a0e195d3680b312",
          "type": "function",
          "function": {
           "name": "read_file",
           "arguments": "{\"path\": \"backup/installed.txt\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 3709,
      "completion_tokens": 43,
      "total_tokens": 3752,
      "prompt_tokens_details": {
       "cached_tokens": 3632
      },
      "cache_read_input_tokens": 3632
     },
     "cost": {
      "usd": 0,
      "diem": 0.00023673
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 22,
    "tool": "read_file",
    "args": {
     "path": "backup/installed.txt"
    },
    "result": "package:android\npackage:com.amazon.ads\npackage:com.amazon.ads.sdk.helper\npackage:com.android.bluetooth\npackage:com.android.packageinstaller\npackage:com.android.printspooler\npackage:com.android.providers.media\npackage:com.android.providers.settings\npackage:com.android.providers.tv\npackage:com.android.shell\npackage:com.android.systemui\npackage:com.android.tv.settings\npackage:com.android.vending\npackage:com.android.webview\npackage:com.google.android.feedback\npackage:com.google.android.gms\npackage:com.google.android.gsf\npackage:com.google.android.inputmethod.latin.tv\npackage:com.google.android.katniss\npackage:com.google.android.marvin.talkback\npackage:com.google.android.tv.remote.service\npackage:com.google.android.tvlauncher\npackage:com.google.android.tvrecommendations\npackage:com.google.android.youtube.tv\npackage:com.mediatek.tvinput\npackage:com.mobitv.client.tcl\npackage:com.netflix.ninja\npackage:com.plexapp.android\npackage:com.spotify.tv.android\npackage:com.tcl.ads.launcher\npackage:com.tcl.factory.view\npackage:com.tcl.gamecenter\npackage:com.tcl.guard\npackage:com.tcl.messagebox\npackage:com.tcl.partnercustomizer\npackage:com.tcl.smartalexa\npackage:com.tcl.tvsurvey\npackage:com.tcl.tvweishi\npackage:com.tcl.ui_mediaCenter\npackage:com.tcl.usercenter\npackage:org.videolan.vlc\n"
   },
   {
    "turn": 23,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-RLN5lKixN9HfLkeiJhlQ4cTY",
     "object": "chat.completion",
     "created": 1792444240,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_f4dc2ed78ae4a360",
          "type": "function",
          "function": {
           "name": "read_file",
           "arguments": "{\"path\": \"backup/disabled.txt\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 4091,
      "completion_tokens": 24,
      "total_tokens": 4115,
      "prompt_tokens_details": {
       "cached_tokens": 3728
      },
      "cache_read_input_tokens": 3728
     },
     "cost": {
      "usd": 0,
      "diem": 0.00031217
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 23,
    "tool": "read_file",
    "args": {
     "path": "backup/disabled.txt"
    },
    "result": "package:com.google.android.marvin.talkback\npackage:com.tcl.tvsurvey\n"
   },
   {
    "turn": 24,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-RLX9vxOBNiYxrZXvMWqVjicW",
     "object": "chat.completion",
     "created": 1792444241,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "Let me also check the undo script to ensure it's properly formatted:\n\n",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_2a9c4552ab477ba7",
          "type": "function",
          "function": {
           "name": "read_file",
           "arguments": "{\"path\": \"undo.sh\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 4148,
      "completion_tokens": 36,
      "total_tokens": 4184,
      "prompt_tokens_details": {
       "cached_tokens": 4096
      },
      "cache_read_input_tokens": 4096
     },
     "cost": {
      "usd": 0,
      "diem": 0.00023604
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 24,
    "tool": "read_file",
    "args": {
     "path": "undo.sh"
    },
    "result": "#!/bin/bash\n# Script to undo the debloating changes\n\n# List of packages that were disabled during debloating\ndisabled_packages=(\n  \"com.amazon.ads\"\n  \"com.google.android.feedback\"\n  \"com.google.android.tvrecommendations\"\n  \"com.mobitv.client.tcl\"\n  \"com.tcl.ads.launcher\"\n  \"com.tcl.gamecenter\"\n  \"com.tcl.messagebox\"\n  \"com.tcl.smartalexa\"\n  \"com.tcl.tvweishi\"\n  \"com.tcl.usercenter\"\n)\n\n# Re-enable each package\nfor pkg in \"${disabled_packages[@]}\"; do\n    echo \"Re-enabling $pkg\"\n    adb shell pm enable $pkg\ndone\n\necho \"Undo completed. All previously disabled packages are now enabled.\"\n"
   },
   {
    "turn": 25,
    "response": {
     "service_tier": "default",
     "id": "chatcmpl-RLGInIIAdlxeqPtEJHRnjgvD",
     "object": "chat.completion",
     "created": 1792444242,
     "model": "qwen3-coder-480b-a35b-instruct-turbo",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "Finally, let me verify the CHANGES.md file:\n\n",
        "reasoning_content": null,
        "name": null,
        "tool_calls": [
         {
          "id": "call_8d804a0c1605dce0",
          "type": "function",
          "function": {
           "name": "read_file",
           "arguments": "{\"path\": \"CHANGES.md\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 4357,
      "completion_tokens": 34,
      "total_tokens": 4391,
      "prompt_tokens_details": {
       "cached_tokens": 0
      }
     },
     "cost": {
      "usd": 0,
      "diem": 0.00157595
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 25,
    "tool": "read_file",
    "args": {
     "path": "CHANGES.md"
    },
    "result": "# Disabled Packages\n\n- com.amazon.ads\n- com.google.android.feedback\n- com.google.android.tvrecommendations\n- com.mobitv.client.tcl\n- com.tcl.ads.launcher\n- com.tcl.gamecenter\n- com.tcl.messagebox\n- com.tcl.smartalexa\n- com.tcl.tvweishi\n- com.tcl.usercenter"
   }
  ]
 }
]

Get new runs and ranking changes weekly