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Grok 4.3 (Venice) (thinking on) on Debloat your own Android TV over ADB with a backup and a one-command undo

XGrok 4.3 (Venice)thinking on · venice-mini-agent v1.3 · cloud · 2026-10-19 · by @bobsiopener

Trust 80%Fully autonomoussuccess · first try
Estimated cost
$0.0097
Wall time
14s
Human step-ins
0
Outcome
Pass

Compare with other models on this task →

Rescored on 2026-10-28. Previous score: 93.3 / 100, outcome: success. 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).

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. 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
$0.0097
Wall time
14s
Human step-ins
0
Turns
6
Model usage
ModelInput tokOutput tokCost
XGrok 4.3 (Venice)venice/grok-4-3thinking on8,5491,061$0.0097

Reproduce this run

  1. Use the use case prompt on the use case page.
  2. Same setup: Grok 4.3 (Venice) (venice/grok-4-3, 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.

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Automated checks

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

Evidence log
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    "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"
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          "index": 0,
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          "data": "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"
         }
        ],
        "tool_calls": [
         {
          "id": "call-4a343be0-4df1-40da-a3f3-effce460c9ff-6",
          "type": "function",
          "function": {
           "name": "run_shell",
           "arguments": "{\"command\":\"export PATH=\\\"$PWD/bin:$PATH\\\"; for p in com.tcl.ads.launcher com.tcl.tvweishi com.tcl.usercenter com.tcl.smartalexa com.amazon.ads com.google.android.tvrecommendations com.google.android.feedback com.tcl.messagebox com.tcl.gamecenter com.mobitv.client.tcl; do adb shell pm disable-user --user 0 $p; done\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 1642,
      "completion_tokens": 315,
      "total_tokens": 1957,
      "prompt_tokens_details": {
       "cached_tokens": 1024
      },
      "cache_read_input_tokens": 1024,
      "completion_tokens_details": {
       "reasoning_tokens": 232
      }
     },
     "cost": {
      "usd": 0,
      "diem": 0.00200453
     },
     "venice_parameters": {
      "strip_thinking_response": false,
      "disable_thinking": false,
      "enable_e2ee": true,
      "enable_web_search": "off",
      "enable_web_scraping": false,
      "enable_web_citations": false,
      "include_search_results_in_stream": false,
      "include_venice_system_prompt": false,
      "enable_x_search": false,
      "web_search_citations": [],
      "return_search_results_as_documents": false
     }
    }
   },
   {
    "turn": 4,
    "tool": "run_shell",
    "args": {
     "command": "export PATH=\"$PWD/bin:$PATH\"; for p in com.tcl.ads.launcher com.tcl.tvweishi com.tcl.usercenter com.tcl.smartalexa com.amazon.ads com.google.android.tvrecommendations com.google.android.feedback com.tcl.messagebox com.tcl.gamecenter com.mobitv.client.tcl; do adb shell pm disable-user --user 0 $p; done"
    },
    "result": "exit=0\nstdout:\nPackage com.tcl.ads.launcher new state: disabled-user\nPackage com.tcl.tvweishi new state: disabled-user\nPackage com.tcl.usercenter new state: disabled-user\nPackage com.tcl.smartalexa new state: disabled-user\nPackage com.amazon.ads new state: disabled-user\nPackage com.google.android.tvrecommendations new state: disabled-user\nPackage com.google.android.feedback new state: disabled-user\nPackage com.tcl.messagebox new state: disabled-user\nPackage com.tcl.gamecenter new state: disabled-user\nPackage com.mobitv.client.tcl new state: disabled-user\n\nstderr:\n"
   },
   {
    "turn": 5,
    "response": {
     "id": "c685d827-3042-9641-8ebe-36af5d2fa8cb",
     "object": "chat.completion",
     "created": 1792444333,
     "model": "grok-4-3",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": null,
        "refusal": null,
        "reasoning_content": "[encrypted reasoning omitted, 101 chars]",
        "reasoning_encrypted": true,
        "reasoning_details": [
         {
          "type": "reasoning.encrypted",
          "format": "xai-responses-v1",
          "index": 0,
          "id": "rs_c685d827-3042-9641-8ebe-36af5d2fa8cb",
          "data": "8HDKMu2w/GhJqUi0X2V+LGLSovzp67M6HozVPXOryIhYFi1OLFn8vhhSG3iWGmBFSt2dfqiRvYcp/A"
         }
        ],
        "tool_calls": [
         {
          "id": "call-31a4ae02-e8ab-47b4-8f62-df648bc606f3-7",
          "type": "function",
          "function": {
           "name": "write_file",
           "arguments": "{\"path\":\"CHANGES.md\",\"content\":\"- com.tcl.ads.launcher\\n- com.tcl.tvweishi\\n- com.tcl.usercenter\\n- com.tcl.smartalexa\\n- com.amazon.ads\\n- com.google.android.tvrecommendations\\n- com.google.android.feedback\\n- com.tcl.messagebox\\n- com.tcl.gamecenter\\n- com.mobitv.client.tcl\"}"
          }
         },
         {
          "id": "call-31a4ae02-e8ab-47b4-8f62-df648bc606f3-8",
          "type": "function",
          "function": {
           "name": "write_file",
           "arguments": "{\"path\":\"undo.sh\",\"content\":\"#!/bin/bash\\nexport PATH=\\\"$PWD/bin:$PATH\\\"\\nadb shell pm enable --user 0 com.tcl.ads.launcher\\nadb shell pm enable --user 0 com.tcl.tvweishi\\nadb shell pm enable --user 0 com.tcl.usercenter\\nadb shell pm enable --user 0 com.tcl.smartalexa\\nadb shell pm enable --user 0 com.amazon.ads\\nadb shell pm enable --user 0 com.google.android.tvrecommendations\\nadb shell pm enable --user 0 com.google.android.feedback\\nadb shell pm enable --user 0 com.tcl.messagebox\\nadb shell pm enable --user 0 com.tcl.gamecenter\\nadb shell pm enable --user 0 com.mobitv.client.tcl\"}"
          }
         }
        ]
       },
       "finish_reason": "tool_calls",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 1855,
      "completion_tokens": 248,
      "total_tokens": 2103,
      "prompt_tokens_details": {
       "cached_tokens": 1536
      },
      "cache_read_input_tokens": 1536,
      "completion_tokens_details": {
       "reasoning_tokens": 6
      }
     },
     "cost": {
      "usd": 0,
      "diem": 0.0015081
     },
     "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": "write_file",
    "args": {
     "path": "CHANGES.md",
     "content": "- com.tcl.ads.launcher\n- com.tcl.tvweishi\n- com.tcl.usercenter\n- com.tcl.smartalexa\n- com.amazon.ads\n- com.google.android.tvrecommendations\n- com.google.android.feedback\n- com.tcl.messagebox\n- com.tcl.gamecenter\n- com.mobitv.client.tcl"
    },
    "result": "wrote 235 chars"
   },
   {
    "turn": 5,
    "tool": "write_file",
    "args": {
     "path": "undo.sh",
     "content": "#!/bin/bash\nexport PATH=\"$PWD/bin:$PATH\"\nadb shell pm enable --user 0 com.tcl.ads.launcher\nadb shell pm enable --user 0 com.tcl.tvweishi\nadb shell pm enable --user 0 com.tcl.usercenter\nadb shell pm enable --user 0 com.tcl.smartalexa\nadb shell pm enable --user 0 com.amazon.ads\nadb shell pm enable --user 0 com.google.android.tvrecommendations\nadb shell pm enable --user 0 com.google.android.feedback\nadb shell pm enable --user 0 com.tcl.messagebox\nadb shell pm enable --user 0 com.tcl.gamecenter\nadb shell pm enable --user 0 com.mobitv.client.tcl"
    },
    "result": "wrote 546 chars"
   },
   {
    "turn": 6,
    "response": {
     "id": "57d20066-aefc-9b90-8d88-f7d3ebcff899",
     "object": "chat.completion",
     "created": 1792444336,
     "model": "grok-4-3",
     "choices": [
      {
       "index": 0,
       "message": {
        "role": "assistant",
        "content": "**Done.** Backups captured, 10 bloat pkgs disabled via `pm disable-user`, `CHANGES.md` + `undo.sh` written (debloat active).",
        "refusal": null,
        "reasoning_content": "[encrypted reasoning omitted, 329 chars]",
        "reasoning_encrypted": true,
        "reasoning_details": [
         {
          "type": "reasoning.encrypted",
          "format": "xai-responses-v1",
          "index": 0,
          "id": "rs_57d20066-aefc-9b90-8d88-f7d3ebcff899",
          "data": "L3jdJVqd04fwbLapLC57p4coLUbSkVO5+Cncm/1hgsFoiIWNpAIZtPr8l9ai+TFJBnwotbZ1bSispldr5zXEGMXWfkHLG0cHoADi2klmc7MiAYdMI1+drfgcMHA2HwBjHXq83dlU7Wxms09naGYyEgtKxz1+oTXzZ9NxXtE00C1Q+EnLKrfUWSb+bQYH2YEoS8lvLn0PgwCqpWV23QpvwKK7vws2s/caxUjbHrRtBqsKxAH8FEjQTVpT8Cvvt536z+EB1C4GFBJ+Q5sIZ6/LUlbrHcWbkSFWY+22VByHS5KyLX6ceA"
         }
        ]
       },
       "finish_reason": "stop",
       "logprobs": null
      }
     ],
     "usage": {
      "prompt_tokens": 2120,
      "completion_tokens": 75,
      "total_tokens": 2195,
      "prompt_tokens_details": {
       "cached_tokens": 128
      },
      "cache_read_input_tokens": 128,
      "completion_tokens_details": {
       "reasoning_tokens": 40
      }
     },
     "cost": {
      "usd": 0,
      "diem": 0.00307033
     },
     "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
     }
    }
   }
  ]
 }
]

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