omninotes STARTLUX step825 ເກັບຮັກສາ

run_0c300af1c9614168998ce1f37b6aadfe · 第21.54分钟 · 请求step482 / 决策step482 / 执行step825 · UNKNOWN · 证据INSUFFICIENT_FOR_GLOBAL_NOVELTY · 深入复核

一、模型为什么选择它

Native按exploratory-top3-v1聚合:没有confidence>0.5的SAME,存在可信DIFFERENT(p5 对step172=0.883889;p6 对step210=0.845350),因此PROMOTE。模型未返回自然语言理由;这里解释可复核的判断与聚合,不推测模型内心原因。

当前审核范围 g12s50 / g12a427;合法历史6条,比较3条。Pair缓存命中:False。

Pair / 历史step原Evidence控件原回答confidence可信阈值
p4 / 166InformaciónDIFFERENT_OPERATION0.28522250False
p5 / 172Habilitar llista de verificaciónDIFFERENT_OPERATION0.88388923True
p6 / 210Vista amenorgadaDIFFERENT_OPERATION0.84534955True

真正发送的state/questions · 原请求回执 · 原回答回执 · 本地审计(没有自动送模型)

展开原始Pair问题、回答和Witness字段
[
  {
    "pair_id": "p4",
    "history_id": "h1",
    "history_step": 166,
    "history_input_id": "input-924",
    "choice": "DIFFERENT_OPERATION",
    "confidence": 0.28522250056266785,
    "probabilities": {
      "SAME_OPERATION": 0.410679429769516,
      "DIFFERENT_OPERATION": 0.5234816670417786,
      "INSUFFICIENT_EVIDENCE": 0.06583892554044724
    },
    "trusted": false,
    "pair_cache_hit": false,
    "original_question": {
      "type": "choice",
      "criteria": {
        "SAME_OPERATION": "Same application-function operation; only parameter, data object, or entry point differs.",
        "DIFFERENT_OPERATION": "Different application-function operations.",
        "INSUFFICIENT_EVIDENCE": "The current visible GUI evidence is insufficient to determine the operation relation reliably."
      },
      "instructions": "Judge whether two concrete GUI actions represent the same application-function operation, using only the supplied GUI evidence and page context.\nSAME_OPERATION: the same application function, differing only in parameter, data object, or entry point.\nDIFFERENT_OPERATION: different application functions.\nINSUFFICIENT_EVIDENCE: the visible evidence is insufficient to judge reliably.\nThe same handler, class, resource ID, menu container, or switch is not sufficient evidence of operation equivalence. Judge application functions, not implementation form.\n\nIs candidate at `candidates.c4` the same application-function operation as executed action at `executed_actions.h1`? Interpret each action using its own source_page_id in pages.\n\nDecision standard:\nSAME_OPERATION means the candidate and the executed history are the same GUI operation pattern already represented; differences limited to data instances, entered values, or equivalent entry points are SAME.\nDIFFERENT_OPERATION means the candidate is a distinct command, feature entry, or interaction branch that the executed history does not represent and is reasonably worth one additional concrete-action attempt. Do not require proof of new method coverage, a new state, or successful completion.\nINSUFFICIENT_EVIDENCE means the supplied GUI and execution history do not support a reliable relation.\nTreat a visible menu-command label as evidence of the command. Do not equate a menu command with ordinary text entered into an EditText. Different Checklist rows with the same edit behavior are normally SAME. For a long-pressed EditText, do not infer a different block operation from the block name alone; it may be ordinary text selection. Similar class, resource ID, outer container, or ModelAction does not establish equivalence. Compare operation behavior, not wording alone."
    },
    "original_answer": {
      "type": "choice",
      "choice": "DIFFERENT_OPERATION",
      "confidence": 0.28522250056266785,
      "probabilities": {
        "SAME_OPERATION": 0.410679429769516,
        "DIFFERENT_OPERATION": 0.5234816670417786,
        "INSUFFICIENT_EVIDENCE": 0.06583892554044724
      }
    },
    "model_visible_history": {
      "class": "android.widget.TextView",
      "resource_id": "it.feio.android.omninotes:id/title",
      "text": "Información",
      "content_desc": "",
      "enabled": true,
      "clickable": true,
      "long_clickable": false,
      "scrollable": false,
      "checked": false,
      "selected": false,
      "action_type": "MODEL_CLICK",
      "index": 3,
      "concrete_identity": "MODEL_CLICK|/*[@class=\"android.widget.FrameLayout\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.ListView\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.LinearLayout\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=3][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.TextView\"][@resource-id=\"it.feio.android.omninotes:id/title\"][@text=\"Informac\"][@content-desc=\"\"][@index=3][@enabled='true'][@clickable='true'][@checkable='false'][@long-clickable='false'][@scrollable='false'][@enabled='true'][@clickable='true'][@checkable='false'][@long-clickable='false'][@scrollable='false']",
      "model_action_id": "g12a427",
      "source_state_id": "g12s50",
      "bounds": [
        480,
        507,
        1028,
        564
      ],
      "source_page_id": "page2",
      "target_subtree": [
        {
          "class": "android.widget.TextView",
          "resource_id": "it.feio.android.omninotes:id/title",
          "text": "Información",
          "content_desc": "",
          "enabled": true,
          "clickable": true,
          "long_clickable": false,
          "scrollable": false,
          "checked": false,
          "selected": false,
          "path": []
        }
      ],
      "subtree_truncated": false,
      "parent": {
        "class": "android.widget.LinearLayout",
        "resource_id": "",
        "text": "",
        "content_desc": "",
        "enabled": true,
        "clickable": false,
        "long_clickable": false,
        "scrollable": false,
        "checked": false,
        "selected": false
      },
      "local_context": {
        "parent": {
          "class": "android.widget.LinearLayout",
          "resource_id": ""
        },
        "labels": [],
        "truncated": false
      },
      "text_source": "retained_gui_text",
      "generated_image_text": false,
      "snapshot_provenance": "retained source GUI node; no inferred or reconstructed labels"
    },
    "offline_only_provenance": {
      "source_tree": 238,
      "source_gui_timestamp": 166,
      "current_state": "g12s50",
      "current_model_action": "g12a427",
      "current_version": 12,
      "input_confirmed": true,
      "confirmation_basis": "live confirmedInputs before review; not function completion",
      "attributes_recoverable": true
    }
  },
  {
    "pair_id": "p5",
    "history_id": "h3",
    "history_step": 172,
    "history_input_id": "input-963",
    "choice": "DIFFERENT_OPERATION",
    "confidence": 0.883889228105545,
    "probabilities": {
      "SAME_OPERATION": 0.038659971207380295,
      "DIFFERENT_OPERATION": 0.92259281873703,
      "INSUFFICIENT_EVIDENCE": 0.0387471504509449
    },
    "trusted": true,
    "pair_cache_hit": false,
    "original_question": {
      "type": "choice",
      "criteria": {
        "SAME_OPERATION": "Same application-function operation; only parameter, data object, or entry point differs.",
        "DIFFERENT_OPERATION": "Different application-function operations.",
        "INSUFFICIENT_EVIDENCE": "The current visible GUI evidence is insufficient to determine the operation relation reliably."
      },
      "instructions": "Judge whether two concrete GUI actions represent the same application-function operation, using only the supplied GUI evidence and page context.\nSAME_OPERATION: the same application function, differing only in parameter, data object, or entry point.\nDIFFERENT_OPERATION: different application functions.\nINSUFFICIENT_EVIDENCE: the visible evidence is insufficient to judge reliably.\nThe same handler, class, resource ID, menu container, or switch is not sufficient evidence of operation equivalence. Judge application functions, not implementation form.\n\nIs candidate at `candidates.c4` the same application-function operation as executed action at `executed_actions.h3`? Interpret each action using its own source_page_id in pages.\n\nDecision standard:\nSAME_OPERATION means the candidate and the executed history are the same GUI operation pattern already represented; differences limited to data instances, entered values, or equivalent entry points are SAME.\nDIFFERENT_OPERATION means the candidate is a distinct command, feature entry, or interaction branch that the executed history does not represent and is reasonably worth one additional concrete-action attempt. Do not require proof of new method coverage, a new state, or successful completion.\nINSUFFICIENT_EVIDENCE means the supplied GUI and execution history do not support a reliable relation.\nTreat a visible menu-command label as evidence of the command. Do not equate a menu command with ordinary text entered into an EditText. Different Checklist rows with the same edit behavior are normally SAME. For a long-pressed EditText, do not infer a different block operation from the block name alone; it may be ordinary text selection. Similar class, resource ID, outer container, or ModelAction does not establish equivalence. Compare operation behavior, not wording alone."
    },
    "original_answer": {
      "type": "choice",
      "choice": "DIFFERENT_OPERATION",
      "confidence": 0.883889228105545,
      "probabilities": {
        "SAME_OPERATION": 0.038659971207380295,
        "DIFFERENT_OPERATION": 0.92259281873703,
        "INSUFFICIENT_EVIDENCE": 0.0387471504509449
      }
    },
    "model_visible_history": {
      "class": "android.widget.TextView",
      "resource_id": "it.feio.android.omninotes:id/title",
      "text": "Habilitar llista de verificación",
      "content_desc": "",
      "enabled": true,
      "clickable": true,
      "long_clickable": false,
      "scrollable": false,
      "checked": false,
      "selected": false,
      "action_type": "MODEL_CLICK",
      "index": 0,
      "concrete_identity": "MODEL_CLICK|/*[@class=\"android.widget.FrameLayout\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.ListView\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.LinearLayout\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.TextView\"][@resource-id=\"it.feio.android.omninotes:id/title\"][@text=\"Habilita\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='true'][@checkable='false'][@long-clickable='false'][@scrollable='false'][@enabled='true'][@clickable='true'][@checkable='false'][@long-clickable='false'][@scrollable='false']",
      "model_action_id": "g12a427",
      "source_state_id": "g12s50",
      "bounds": [
        480,
        129,
        1028,
        186
      ],
      "source_page_id": "page4",
      "target_subtree": [
        {
          "class": "android.widget.TextView",
          "resource_id": "it.feio.android.omninotes:id/title",
          "text": "Habilitar llista de verificación",
          "content_desc": "",
          "enabled": true,
          "clickable": true,
          "long_clickable": false,
          "scrollable": false,
          "checked": false,
          "selected": false,
          "path": []
        }
      ],
      "subtree_truncated": false,
      "parent": {
        "class": "android.widget.LinearLayout",
        "resource_id": "",
        "text": "",
        "content_desc": "",
        "enabled": true,
        "clickable": false,
        "long_clickable": false,
        "scrollable": false,
        "checked": false,
        "selected": false
      },
      "local_context": {
        "parent": {
          "class": "android.widget.LinearLayout",
          "resource_id": ""
        },
        "labels": [],
        "truncated": false
      },
      "text_source": "retained_gui_text",
      "generated_image_text": false,
      "snapshot_provenance": "retained source GUI node; no inferred or reconstructed labels"
    },
    "offline_only_provenance": {
      "source_tree": 247,
      "source_gui_timestamp": 172,
      "current_state": "g12s50",
      "current_model_action": "g12a427",
      "current_version": 12,
      "input_confirmed": true,
      "confirmation_basis": "live confirmedInputs before review; not function completion",
      "attributes_recoverable": true
    }
  },
  {
    "pair_id": "p6",
    "history_id": "h4",
    "history_step": 210,
    "history_input_id": "input-1175",
    "choice": "DIFFERENT_OPERATION",
    "confidence": 0.8453495502471924,
    "probabilities": {
      "SAME_OPERATION": 0.05250014737248421,
      "DIFFERENT_OPERATION": 0.8968997001647949,
      "INSUFFICIENT_EVIDENCE": 0.05060020089149475
    },
    "trusted": true,
    "pair_cache_hit": false,
    "original_question": {
      "type": "choice",
      "criteria": {
        "SAME_OPERATION": "Same application-function operation; only parameter, data object, or entry point differs.",
        "DIFFERENT_OPERATION": "Different application-function operations.",
        "INSUFFICIENT_EVIDENCE": "The current visible GUI evidence is insufficient to determine the operation relation reliably."
      },
      "instructions": "Judge whether two concrete GUI actions represent the same application-function operation, using only the supplied GUI evidence and page context.\nSAME_OPERATION: the same application function, differing only in parameter, data object, or entry point.\nDIFFERENT_OPERATION: different application functions.\nINSUFFICIENT_EVIDENCE: the visible evidence is insufficient to judge reliably.\nThe same handler, class, resource ID, menu container, or switch is not sufficient evidence of operation equivalence. Judge application functions, not implementation form.\n\nIs candidate at `candidates.c4` the same application-function operation as executed action at `executed_actions.h4`? Interpret each action using its own source_page_id in pages.\n\nDecision standard:\nSAME_OPERATION means the candidate and the executed history are the same GUI operation pattern already represented; differences limited to data instances, entered values, or equivalent entry points are SAME.\nDIFFERENT_OPERATION means the candidate is a distinct command, feature entry, or interaction branch that the executed history does not represent and is reasonably worth one additional concrete-action attempt. Do not require proof of new method coverage, a new state, or successful completion.\nINSUFFICIENT_EVIDENCE means the supplied GUI and execution history do not support a reliable relation.\nTreat a visible menu-command label as evidence of the command. Do not equate a menu command with ordinary text entered into an EditText. Different Checklist rows with the same edit behavior are normally SAME. For a long-pressed EditText, do not infer a different block operation from the block name alone; it may be ordinary text selection. Similar class, resource ID, outer container, or ModelAction does not establish equivalence. Compare operation behavior, not wording alone."
    },
    "original_answer": {
      "type": "choice",
      "choice": "DIFFERENT_OPERATION",
      "confidence": 0.8453495502471924,
      "probabilities": {
        "SAME_OPERATION": 0.05250014737248421,
        "DIFFERENT_OPERATION": 0.8968997001647949,
        "INSUFFICIENT_EVIDENCE": 0.05060020089149475
      }
    },
    "model_visible_history": {
      "class": "android.widget.TextView",
      "resource_id": "it.feio.android.omninotes:id/title",
      "text": "Vista amenorgada",
      "content_desc": "",
      "enabled": true,
      "clickable": true,
      "long_clickable": false,
      "scrollable": false,
      "checked": false,
      "selected": false,
      "action_type": "MODEL_CLICK",
      "index": 0,
      "concrete_identity": "MODEL_CLICK|/*[@class=\"android.widget.FrameLayout\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.ListView\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.LinearLayout\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.TextView\"][@resource-id=\"it.feio.android.omninotes:id/title\"][@text=\"Vista am\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='true'][@checkable='false'][@long-clickable='false'][@scrollable='false'][@enabled='true'][@clickable='true'][@checkable='false'][@long-clickable='false'][@scrollable='false']",
      "model_action_id": "g12a427",
      "source_state_id": "g12s50",
      "bounds": [
        597,
        129,
        1028,
        186
      ],
      "source_page_id": "page5",
      "target_subtree": [
        {
          "class": "android.widget.TextView",
          "resource_id": "it.feio.android.omninotes:id/title",
          "text": "Vista amenorgada",
          "content_desc": "",
          "enabled": true,
          "clickable": true,
          "long_clickable": false,
          "scrollable": false,
          "checked": false,
          "selected": false,
          "path": []
        }
      ],
      "subtree_truncated": false,
      "parent": {
        "class": "android.widget.LinearLayout",
        "resource_id": "",
        "text": "",
        "content_desc": "",
        "enabled": true,
        "clickable": false,
        "long_clickable": false,
        "scrollable": false,
        "checked": false,
        "selected": false
      },
      "local_context": {
        "parent": {
          "class": "android.widget.LinearLayout",
          "resource_id": ""
        },
        "labels": [],
        "truncated": false
      },
      "text_source": "retained_gui_text",
      "generated_image_text": false,
      "snapshot_provenance": "retained source GUI node; no inferred or reconstructed labels"
    },
    "offline_only_provenance": {
      "source_tree": 285,
      "source_gui_timestamp": 210,
      "current_state": "g12s50",
      "current_model_action": "g12a427",
      "current_version": 12,
      "input_confirmed": true,
      "confirmation_basis": "live confirmedInputs before review; not function completion",
      "attributes_recoverable": true
    }
  }
]

二、此前APE实际做过什么

决策482时未证明此前已执行归档,故决策前新颖性UNKNOWN。等待到825执行前,807已经完成同一归档模板并显示1 archived;825只是两条数据实例的批量归档。不能拿807反过来指责482时的模型。

等价历史是否送入Provider wire:UNKNOWN;当前Pair直接比较过的等价历史step:[]。这是wire可见性,服务端最终token渲染是否逐字段保留仍UNKNOWN。

NA:没有足以可靠裁定全局首次或重复的已核实等价历史。不能把未检索到当成未执行。

等待期间出现等价历史:step807;没有反填到模型输入中。

已核实等价操作的先前结果(事后证据;不等于模型Witness)
先前等价操作 step807 target
先前step807 target · alignment=identity_verified
历史Witness执行后的截图(事后证据,未送模型)
Witness step166 target
Witness step166 target · alignment=identity_verified
Witness step172 target
Witness step172 target · alignment=identity_verified

三、Probe执行后发生什么

对选中的两条笔记归档,出现 2 archived;同一归档模板处理多个实例。 后图标记gui_drift,不作为与Transition目标identity完全一致的精确截图。

omninotes STARTLUX step825 ເກັບຮັກສາ before_screenshot
before_screenshot · identity_verified · 2026-11-06T19:02:48.619+00:00
omninotes STARTLUX step825 ເກັບຮັກສາ after_screenshot
after_screenshot · gui_drift · 2026-11-06T19:02:50.253+00:00

Run内首次METHOD观察:完成后2秒=4,10秒=4,下一动作前B=0。仅时间关联;A2/A10可含后续动作。原方法完整名单及时间戳。

后续APE输入与生命周期原始事件
{
  "following_actions": [
    {
      "input_id": "input-4630",
      "step": 826,
      "version": 12,
      "elapsed_s": 1293.992,
      "wall_time_ms": 1793991770262,
      "next_input_wall_ms": 1793991771401,
      "input_completed_wall_ms": 1793991770354,
      "input_confirmed": true,
      "action": "MODEL_CLICK it.feio.android.omninotes:id/root",
      "action_type": "MODEL_CLICK",
      "text": "",
      "content_desc": "",
      "resource_id": "it.feio.android.omninotes:id/root",
      "model_action_id": "g12a1153",
      "concrete_identity": "MODEL_CLICK|/*[@class=\"android.widget.FrameLayout\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"androidx.drawerlayout.widget.DrawerLayout\"][@resource-id=\"it.feio.android.omninotes:id/drawer_layout\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.RelativeLayout\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"androidx.recyclerview.widget.RecyclerView\"][@resource-id=\"it.feio.android.omninotes:id/list\"][@text=\"\"][@content-desc=\"\"][@index=5][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.FrameLayout\"][@resource-id=\"it.feio.android.omninotes:id/root\"][@text=\"\"][@content-desc=\"\"][@index=1][@enabled='true'][@clickable='true'][@checkable='false'][@long-clickable='true'][@scrollable='false'][@enabled='true'][@clickable='true'][@checkable='false'][@long-clickable='true'][@scrollable='false']",
      "state_id": "g12s114",
      "source_gui_id": 938,
      "activity": "it.feio.android.omninotes.MainActivity",
      "activity_evidence": "GUI receipt",
      "labels": [
        "ບັນທຶກຖືກເກັບຮັກສາແລ້ວ",
        "#30380000",
        "Checklist",
        "ປ້າຍ",
        "ຄົ້ນຫາໃນບັນທຶກ",
        "ຊອກຫາດ້ວຍສຽງ",
        "2 archived",
        "ຍົກເລີກ",
        "Editor zarr u",
        "+311866267.9284",
        "ປັບປຸງເມື່ອ: moments ago",
        "11/7/26 2:58 AM",
        "ເຄື່ອງໝາຍໂຕເຕືອນຄວາມຈຳຂອງບັນທຶກ",
        "n",
        "42635035101547786795",
        "ປັບປຸງເມື່ອ: 6 minutes ago"
      ],
      "probe": false,
      "strategy": "EARLY_STAGE",
      "context": "exploration",
      "native_branch": "Local Greedy",
      "executor_ref": "[WORKSPACE]/experiments/guitaboo-5app-1rep-baseline-comparison-20261107/analysis/evidence-zips/run_0c300af1c9614168998ce1f37b6aadfe.zip!device-output/executor.log:64052",
      "observed_methods_until_next": 4,
      "category_counts": {
        "app_domain": 4
      },
      "inventory_ref": "[WORKSPACE]/experiments/guitaboo-5app-1rep-baseline-comparison-20261107/analysis/evidence-zips/run_0c300af1c9614168998ce1f37b6aadfe.zip!device-output/native/sata-it.feio.android.omninotes-ape-sata-running-minutes-60/jev-audit/inputs/generated-4632.json"
    },
    {
      "input_id": "other-4638",
      "step": 827,
      "version": 12,
      "elapsed_s": 1295.131,
      "wall_time_ms": 1793991771401,
      "next_input_wall_ms": 1793991777863,
      "input_completed_wall_ms": null,
      "input_confirmed": false,
      "action": "EVENT_RESTART EVENT_RESTART",
      "action_type": "EVENT_RESTART",
      "text": null,
      "content_desc": null,
      "resource_id": null,
      "model_action_id": null,
      "concrete_identity": null,
      "state_id": "g1s10",
      "source_gui_id": null,
      "activity": null,
      "activity_evidence": null,
      "labels": null,
      "probe": false,
      "strategy": "EARLY_STAGE",
      "context": "navigation",
      "native_branch": "Remote Greedy",
      "executor_ref": "[WORKSPACE]/experiments/guitaboo-5app-1rep-baseline-comparison-20261107/analysis/evidence-zips/run_0c300af1c9614168998ce1f37b6aadfe.zip!device-output/executor.log:64118",
      "observed_methods_until_next": 0,
      "category_counts": {},
      "inventory_ref": "[WORKSPACE]/experiments/guitaboo-5app-1rep-baseline-comparison-20261107/analysis/evidence-zips/run_0c300af1c9614168998ce1f37b6aadfe.zip!device-output/native/sata-it.feio.android.omninotes-ape-sata-running-minutes-60/jev-audit/inputs/other-4639.json"
    },
    {
      "input_id": "input-4644",
      "step": 828,
      "version": 12,
      "elapsed_s": 1301.593,
      "wall_time_ms": 1793991777863,
      "next_input_wall_ms": 1793991778768,
      "input_completed_wall_ms": 1793991777886,
      "input_confirmed": true,
      "action": "MODEL_CLICK ໂຕເລືອກອື່ນ",
      "action_type": "MODEL_CLICK",
      "text": "",
      "content_desc": "ໂຕເລືອກອື່ນ",
      "resource_id": "",
      "model_action_id": "g12a470",
      "concrete_identity": "MODEL_CLICK|/*[@class=\"android.widget.FrameLayout\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"androidx.drawerlayout.widget.DrawerLayout\"][@resource-id=\"it.feio.android.omninotes:id/drawer_layout\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.RelativeLayout\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.ImageView\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"ໂຕເລືອກອື່ນ\"][@index=4][@enabled='true'][@clickable='true'][@checkable='false'][@long-clickable='true'][@scrollable='false'][@enabled='true'][@clickable='true'][@checkable='false'][@long-clickable='true'][@scrollable='false']",
      "state_id": "g12s55",
      "source_gui_id": 940,
      "activity": "it.feio.android.omninotes.MainActivity",
      "activity_evidence": "GUI receipt",
      "labels": [
        "#d8decfbf",
        "ບັນທຶກ",
        "ຄົ້ນຫາ",
        "ຈັດລຽງ",
        "ໂຕເລືອກອື່ນ",
        "#d5080791",
        "Editor zarr u",
        "+311866267.9284",
        "ປັບປຸງເມື່ອ: moments ago",
        "11/7/26 2:58 AM",
        "ເຄື່ອງໝາຍໂຕເຕືອນຄວາມຈຳຂອງບັນທຶກ",
        "n",
        "42635035101547786795",
        "ປັບປຸງເມື່ອ: 6 minutes ago"
      ],
      "probe": false,
      "strategy": "EARLY_STAGE",
      "context": "navigation",
      "native_branch": "Remote Greedy",
      "executor_ref": "[WORKSPACE]/experiments/guitaboo-5app-1rep-baseline-comparison-20261107/analysis/evidence-zips/run_0c300af1c9614168998ce1f37b6aadfe.zip!device-output/executor.log:64211",
      "observed_methods_until_next": 0,
      "category_counts": {},
      "inventory_ref": "[WORKSPACE]/experiments/guitaboo-5app-1rep-baseline-comparison-20261107/analysis/evidence-zips/run_0c300af1c9614168998ce1f37b6aadfe.zip!device-output/native/sata-it.feio.android.omninotes-ape-sata-running-minutes-60/jev-audit/inputs/generated-4645.json"
    },
    {
      "input_id": "input-4649",
      "step": 829,
      "version": 12,
      "elapsed_s": 1302.498,
      "wall_time_ms": 1793991778768,
      "next_input_wall_ms": 1793991782071,
      "input_completed_wall_ms": 1793991778803,
      "input_confirmed": true,
      "action": "MODEL_CLICK ມູມມອງທີ",
      "action_type": "MODEL_CLICK",
      "text": "ມູມມອງທີ",
      "content_desc": "",
      "resource_id": "it.feio.android.omninotes:id/title",
      "model_action_id": "g12a427",
      "concrete_identity": "MODEL_CLICK|/*[@class=\"android.widget.FrameLayout\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.ListView\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.LinearLayout\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.TextView\"][@resource-id=\"it.feio.android.omninotes:id/title\"][@text=\"ມູມມອງທີ\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='true'][@checkable='false'][@long-clickable='false'][@scrollable='false'][@enabled='true'][@clickable='true'][@checkable='false'][@long-clickable='false'][@scrollable='false']",
      "state_id": "g12s50",
      "source_gui_id": 941,
      "activity": "it.feio.android.omninotes.MainActivity",
      "activity_evidence": "exact source_gui_id transition receipt",
      "labels": null,
      "probe": false,
      "strategy": "USE_BUFFER",
      "context": "navigation",
      "native_branch": "USE_BUFFER",
      "executor_ref": "[WORKSPACE]/experiments/guitaboo-5app-1rep-baseline-comparison-20261107/analysis/evidence-zips/run_0c300af1c9614168998ce1f37b6aadfe.zip!device-output/executor.log:64271",
      "observed_methods_until_next": 0,
      "category_counts": {},
      "inventory_ref": "[WORKSPACE]/experiments/guitaboo-5app-1rep-baseline-comparison-20261107/analysis/evidence-zips/run_0c300af1c9614168998ce1f37b6aadfe.zip!device-output/native/sata-it.feio.android.omninotes-ape-sata-running-minutes-60/jev-audit/inputs/generated-4650.json"
    },
    {
      "input_id": "input-4656",
      "step": 830,
      "version": 12,
      "elapsed_s": 1305.801,
      "wall_time_ms": 1793991782071,
      "next_input_wall_ms": 1793991783018,
      "input_completed_wall_ms": 1793991782103,
      "input_confirmed": true,
      "action": "MODEL_CLICK ຄົ້ນຫາ",
      "action_type": "MODEL_CLICK",
      "text": "",
      "content_desc": "ຄົ້ນຫາ",
      "resource_id": "it.feio.android.omninotes:id/menu_search",
      "model_action_id": "g12a467",
      "concrete_identity": "MODEL_CLICK|/*[@class=\"android.widget.FrameLayout\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"androidx.drawerlayout.widget.DrawerLayout\"][@resource-id=\"it.feio.android.omninotes:id/drawer_layout\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.RelativeLayout\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.Button\"][@resource-id=\"it.feio.android.omninotes:id/menu_search\"][@text=\"\"][@content-desc=\"ຄົ້ນຫາ\"][@index=2][@enabled='true'][@clickable='true'][@checkable='false'][@long-clickable='false'][@scrollable='false'][@enabled='true'][@clickable='true'][@checkable='false'][@long-clickable='false'][@scrollable='false']",
      "state_id": "g12s55",
      "source_gui_id": 942,
      "activity": "it.feio.android.omninotes.MainActivity",
      "activity_evidence": "GUI receipt",
      "labels": [
        "#d8decfbf",
        "ບັນທຶກ",
        "ຄົ້ນຫາ",
        "ຈັດລຽງ",
        "ໂຕເລືອກອື່ນ",
        "#d5080791",
        "Editor zarr u",
        "+311866267.9284",
        "ປັບປຸງເມື່ອ: moments ago",
        "11/7/26 2:58 AM",
        "n",
        "42635035101547786795",
        "ປັບປຸງເມື່ອ: 7 minutes ago"
      ],
      "probe": false,
      "strategy": "EARLY_STAGE",
      "context": "navigation",
      "native_branch": "Remote Greedy",
      "executor_ref": "[WORKSPACE]/experiments/guitaboo-5app-1rep-baseline-comparison-20261107/analysis/evidence-zips/run_0c300af1c9614168998ce1f37b6aadfe.zip!device-output/executor.log:64327",
      "observed_methods_until_next": 0,
      "category_counts": {},
      "inventory_ref": "[WORKSPACE]/experiments/guitaboo-5app-1rep-baseline-comparison-20261107/analysis/evidence-zips/run_0c300af1c9614168998ce1f37b6aadfe.zip!device-output/native/sata-it.feio.android.omninotes-ape-sata-running-minutes-60/jev-audit/inputs/generated-4657.json"
    }
  ],
  "lifecycle": {
    "DECISION_PROBE": {
      "event": "DECISION_PROBE",
      "step": 482,
      "monotonic_ns": 1880316749144878,
      "wall_time_ms": 1793991269158,
      "abstraction_version": 12,
      "state_id": "g12s50",
      "model_action_id": "g12a427",
      "entry_id": "semantic-23-c4",
      "request_id": "semantic-23",
      "candidate_id": "c4",
      "confidence": 0.883889228105545,
      "choice": "PROMOTE",
      "parsed_outcome": "PROBE",
      "ledger_status": "STAGED",
      "decision_role": "candidate_decision",
      "input_signature": "55238260838bb56cd973996a8b9d6cd810b6933335a84026961040ab68afeb02",
      "concrete_identity": "131aafa9b3d6f0481d65f7cac812ea6509088d69b065388feb568a9a583bc13a",
      "decision_scope": "136d367e4f0d6689946f250bc437fcd3b974567161e64a7c42f2f332cd5c7f59",
      "representative_model_action_id": "PROMOTE",
      "decision_request_id": "semantic-23",
      "aggregation_policy": "exploratory-top3-v1",
      "total_history": 6,
      "history_complete": true,
      "unknown_mapping_count": 0,
      "recoverable_history_count": 6,
      "selected_history": 3,
      "comparison_count": 3,
      "same_count": 0,
      "different_count": 3,
      "insufficient_count": 0,
      "trusted_same_count": 0,
      "trusted_different_count": 2,
      "low_confidence_count": 1,
      "full_history_compared": false,
      "exploratory": true,
      "_line": 1511
    },
    "SEMANTIC_DECISION_STORED": {
      "event": "SEMANTIC_DECISION_STORED",
      "step": 482,
      "monotonic_ns": 1880316749897222,
      "wall_time_ms": 1793991269159,
      "abstraction_version": 12,
      "state_id": "g12s50",
      "model_action_id": "g12a427",
      "entry_id": "semantic-23-c4",
      "request_id": "semantic-23",
      "candidate_id": "c4",
      "decision_role": "candidate_decision",
      "ledger_status": "PROBE",
      "input_signature": "55238260838bb56cd973996a8b9d6cd810b6933335a84026961040ab68afeb02",
      "input_fingerprint": "23b69d6946c78f256f8a6be60335a4b09bce8843f72be6e6ae8c2fdc6c1abb0d",
      "concrete_identity": "131aafa9b3d6f0481d65f7cac812ea6509088d69b065388feb568a9a583bc13a",
      "decision_scope": "136d367e4f0d6689946f250bc437fcd3b974567161e64a7c42f2f332cd5c7f59",
      "_line": 1513
    },
    "PROBE_NAVIGATION_ELIGIBILITY": {
      "event": "PROBE_NAVIGATION_ELIGIBILITY",
      "step": 803,
      "monotonic_ns": 1880782575876085,
      "wall_time_ms": 1793991734985,
      "abstraction_version": 12,
      "state_id": "g12s50",
      "model_action_id": "g12a427",
      "entry_id": "semantic-23-c4",
      "request_id": "semantic-23",
      "candidate_id": "c4",
      "concrete_identity": "131aafa9b3d6f0481d65f7cac812ea6509088d69b065388feb568a9a583bc13a",
      "confidence": 0.883889228105545,
      "reason": "already_navigated_to_source",
      "navigation": false,
      "confidence_pass": true,
      "source_valid": true,
      "same_state_confirmed": false,
      "related_execution_suppressed": false,
      "navigation_arrived": true,
      "_line": 2857
    },
    "PROBE_NAVIGATION_SELECTED": {
      "event": "PROBE_NAVIGATION_SELECTED",
      "step": 493,
      "monotonic_ns": 1880338953962075,
      "wall_time_ms": 1793991291363,
      "abstraction_version": 12,
      "state_id": "g12s50",
      "model_action_id": "g12a427",
      "entry_id": "semantic-23-c4",
      "request_id": "semantic-23",
      "candidate_id": "c4",
      "concrete_identity": "131aafa9b3d6f0481d65f7cac812ea6509088d69b065388feb568a9a583bc13a",
      "confidence": 0.883889228105545,
      "path_id": "p99",
      "source": "native_remote_path",
      "_line": 1579
    },
    "PROBE_NAVIGATION_ARRIVED": {
      "event": "PROBE_NAVIGATION_ARRIVED",
      "step": 494,
      "monotonic_ns": 1880339878461254,
      "wall_time_ms": 1793991292288,
      "abstraction_version": 12,
      "state_id": "g12s50",
      "model_action_id": "g12a427",
      "entry_id": "semantic-23-c4",
      "request_id": "semantic-23",
      "candidate_id": "c4",
      "concrete_identity": "131aafa9b3d6f0481d65f7cac812ea6509088d69b065388feb568a9a583bc13a",
      "confidence": 0.883889228105545,
      "path_id": "p99",
      "arrived": true,
      "reason": "arrived",
      "last_availability": "node_absent_or_ambiguous",
      "binding_reason": "target_node_absent",
      "source_match_count": 1,
      "target_match_count": 0,
      "audit_path": "jev-audit/navigation/event-2748.json",
      "_line": 1584
    },
    "PROBE_BOUND": {
      "event": "PROBE_BOUND",
      "step": 825,
      "monotonic_ns": 1880816126099457,
      "wall_time_ms": 1793991768535,
      "abstraction_version": 12,
      "state_id": "g12s50",
      "model_action_id": "g12a427",
      "entry_id": "semantic-23-c4",
      "request_id": "semantic-23",
      "candidate_id": "c4",
      "confidence": 0.883889228105545,
      "choice": "PROMOTE",
      "source": "semantic_sync",
      "input_signature": "55238260838bb56cd973996a8b9d6cd810b6933335a84026961040ab68afeb02",
      "decision_scope": "136d367e4f0d6689946f250bc437fcd3b974567161e64a7c42f2f332cd5c7f59",
      "concrete_identity": "131aafa9b3d6f0481d65f7cac812ea6509088d69b065388feb568a9a583bc13a",
      "_line": 2936
    },
    "PROBE_SELECTED": {
      "event": "PROBE_SELECTED",
      "step": 825,
      "monotonic_ns": 1880816126144872,
      "wall_time_ms": 1793991768535,
      "abstraction_version": 12,
      "state_id": "g12s50",
      "model_action_id": "g12a427",
      "entry_id": "semantic-23-c4",
      "request_id": "semantic-23",
      "candidate_id": "c4",
      "confidence": 0.883889228105545,
      "choice": "PROMOTE",
      "source": "semantic_sync",
      "_line": 2937
    },
    "PROBE_INPUT_GENERATED": {
      "event": "PROBE_INPUT_GENERATED",
      "step": 825,
      "monotonic_ns": 1880816214907077,
      "wall_time_ms": 1793991768624,
      "abstraction_version": 12,
      "state_id": null,
      "model_action_id": null,
      "entry_id": "semantic-23-c4",
      "request_id": "semantic-23",
      "candidate_id": "c4",
      "event_count": 2,
      "_line": 2940
    },
    "PROBE_INPUT_COMPLETED": {
      "event": "PROBE_INPUT_COMPLETED",
      "step": 825,
      "monotonic_ns": 1880816253321355,
      "wall_time_ms": 1793991768662,
      "abstraction_version": 12,
      "state_id": null,
      "model_action_id": null,
      "input_phase": "input_injected",
      "event_count": 2,
      "injected_success": 2,
      "injected_failed": 0,
      "discarded": 0,
      "unreported": 0,
      "entry_id": "semantic-23-c4",
      "request_id": "semantic-23",
      "candidate_id": "c4",
      "_line": 2941
    },
    "PROBE_EXECUTED": {
      "event": "PROBE_EXECUTED",
      "step": 826,
      "monotonic_ns": 1880817849231451,
      "wall_time_ms": 1793991770258,
      "abstraction_version": 12,
      "state_id": "g12s50",
      "model_action_id": "g12a427",
      "entry_id": "semantic-23-c4",
      "request_id": "semantic-23",
      "candidate_id": "c4",
      "confidence": 0.883889228105545,
      "choice": "PROMOTE",
      "transition_id": "g12e526:813",
      "target_state": "g12s114",
      "input_confirmed": true,
      "_line": 2943
    }
  },
  "selection_at_execution": {
    "event": "SELECTION_DECISION",
    "step": 825,
    "monotonic_ns": 1880816126476232,
    "wall_time_ms": 1793991768536,
    "abstraction_version": 12,
    "state_id": "g12s50",
    "model_action_id": "g12a427",
    "snapshot_reason": "selection",
    "state_visits": 18,
    "state_first_seen": 166,
    "state_last_seen": 825,
    "state_saturated": false,
    "state_saturation": 0.5,
    "native_state_saturated": false,
    "native_unsaturated_model_action_count": 1,
    "model_action_count": 2,
    "enabled_valid_action_count": 2,
    "unsaturated_model_action_count": 1,
    "unvisited_model_action_count": 1,
    "effective_unvisited_model_action_count": 1,
    "effective_state_saturated": false,
    "local_probe_action_count": 0,
    "navigation_action_count": 1,
    "enabled_valid_unvisited_action_count": 1,
    "unvisited_model_action_ids": "g12a428",
    "selection_strategy": "PROBE",
    "selection_context": "exploration",
    "selection_buffer_size_after": 0,
    "selected_model_action_type": "MODEL_CLICK",
    "selected_model_action_saturated": true,
    "selected_model_action_unvisited": false,
    "selected_effective_unvisited": false,
    "selected_navigation_target": false,
    "selected_model_action_visits": 17,
    "selected_action_fingerprint": "type=MODEL_CLICK|activity=it.feio.android.omninotes.MainActivity|class=android.widget.TextView|text=ເກັບຮັກສ|resource_id=it.feio.android.omninotes:id/title|bounds=597,507,1028,564",
    "selected_resolved_node_count": 5,
    "_line": 2939
  }
}

四、是否值得PROMOTE

无法可靠裁定相对整个Run决策前历史的功能新颖性。执行前已因等待期间的其他动作而重复,需单独审查pending机会时效。

疑似主要环节:PENDING_PROBE_FRESHNESS;wire关系审查:DISTINCT_COMPARATORS_VALID。

冻结实现:Registry历史范围(315–342) · Top3(210–230)及聚合(146–178) · Ledger pending与确认(235–285) · Probe调度机会(415–468)。源码行号是原文件行号,GUI历史与源码解释分别有边界。

即便新功能也只证明此次Probe填补了该Run当时的遗漏;正常APE仍可经后续Epsilon等策略选到,不能推出Pure永远不会执行。全部事实与原始位置 · 本Run完整保留输入历史