scarletnotes JEV step130 Add Heading… (com.bijoysingh.quicknote:id/action_move_icon)

run_95f70b23a59843b09110e90e309c467e · 第3.27分钟 · 请求step130 / 决策step130 / 执行step130 · REPEATED_SUPPORTED · 证据HIGH · 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(p4 对step107=0.910000;p5 对step120=0.890000;p6 对step128=0.940000),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 g21s53 / g21a818;合法历史3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 / 107匿名 android.widget.ImageView com.bijoysingh.quicknote:id/action_move_icon; 邻近标签 Add Item…DIFFERENT_OPERATION0.91000000True
p5 / 120匿名 android.widget.ImageView com.bijoysingh.quicknote:id/action_move_icon; 邻近标签 Add Quoted Text…DIFFERENT_OPERATION0.89000000True
p6 / 128匿名 android.widget.ImageView com.bijoysingh.quicknote:id/action_move_icon; 邻近标签 Add QuotDIFFERENT_OPERATION0.94000000True

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": "h3",
    "history_step": 107,
    "history_input_id": "input-588",
    "choice": "DIFFERENT_OPERATION",
    "confidence": 0.91,
    "probabilities": {
      "SAME_OPERATION": 0.06,
      "DIFFERENT_OPERATION": 0.94,
      "INSUFFICIENT_EVIDENCE": 0
    },
    "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.c9` 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",
      "probabilities": {
        "SAME_OPERATION": 0.06,
        "DIFFERENT_OPERATION": 0.94,
        "INSUFFICIENT_EVIDENCE": 0
      },
      "confidence": 0.91
    },
    "model_visible_history": {
      "class": "android.widget.ImageView",
      "resource_id": "com.bijoysingh.quicknote:id/action_move_icon",
      "text": "",
      "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.support.v7.widget.RecyclerView\"][@resource-id=\"com.bijoysingh.quicknote:id/advanced_note_recycler\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='true']/*[@class=\"android.widget.LinearLayout\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=9][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.ImageView\"][@resource-id=\"com.bijoysingh.quicknote:id/action_move_icon\"][@text=\"\"][@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": "g21a818",
      "source_state_id": "g21s53",
      "bounds": [
        0,
        1764,
        63,
        1885
      ],
      "source_page_id": "page4",
      "target_subtree": [
        {
          "class": "android.widget.ImageView",
          "resource_id": "com.bijoysingh.quicknote:id/action_move_icon",
          "text": "",
          "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": [
          {
            "path": [
              1
            ],
            "text": "Add Item…",
            "content_desc": ""
          }
        ],
        "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": 130,
      "source_gui_timestamp": 107,
      "current_state": "g21s53",
      "current_model_action": "g21a818",
      "current_version": 21,
      "input_confirmed": true,
      "confirmation_basis": "live confirmedInputs before review; not function completion",
      "attributes_recoverable": true
    }
  },
  {
    "pair_id": "p5",
    "history_id": "h4",
    "history_step": 120,
    "history_input_id": "input-671",
    "choice": "DIFFERENT_OPERATION",
    "confidence": 0.89,
    "probabilities": {
      "SAME_OPERATION": 0.06,
      "DIFFERENT_OPERATION": 0.93,
      "INSUFFICIENT_EVIDENCE": 0.01
    },
    "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.c9` 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",
      "probabilities": {
        "SAME_OPERATION": 0.06,
        "DIFFERENT_OPERATION": 0.93,
        "INSUFFICIENT_EVIDENCE": 0.01
      },
      "confidence": 0.89
    },
    "model_visible_history": {
      "class": "android.widget.ImageView",
      "resource_id": "com.bijoysingh.quicknote:id/action_move_icon",
      "text": "",
      "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.support.v7.widget.RecyclerView\"][@resource-id=\"com.bijoysingh.quicknote:id/advanced_note_recycler\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='true']/*[@class=\"android.widget.LinearLayout\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=10][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.ImageView\"][@resource-id=\"com.bijoysingh.quicknote:id/action_move_icon\"][@text=\"\"][@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": "g21a818",
      "source_state_id": "g21s53",
      "bounds": [
        0,
        2013,
        63,
        2134
      ],
      "source_page_id": "page5",
      "target_subtree": [
        {
          "class": "android.widget.ImageView",
          "resource_id": "com.bijoysingh.quicknote:id/action_move_icon",
          "text": "",
          "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": [
          {
            "path": [
              1
            ],
            "text": "Add Quoted Text…",
            "content_desc": ""
          }
        ],
        "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": 143,
      "source_gui_timestamp": 120,
      "current_state": "g21s53",
      "current_model_action": "g21a818",
      "current_version": 21,
      "input_confirmed": true,
      "confirmation_basis": "live confirmedInputs before review; not function completion",
      "attributes_recoverable": true
    }
  },
  {
    "pair_id": "p6",
    "history_id": "h5",
    "history_step": 128,
    "history_input_id": "input-726",
    "choice": "DIFFERENT_OPERATION",
    "confidence": 0.94,
    "probabilities": {
      "SAME_OPERATION": 0.03,
      "DIFFERENT_OPERATION": 0.96,
      "INSUFFICIENT_EVIDENCE": 0.01
    },
    "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.c9` the same application-function operation as executed action at `executed_actions.h5`? 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",
      "probabilities": {
        "SAME_OPERATION": 0.03,
        "DIFFERENT_OPERATION": 0.96,
        "INSUFFICIENT_EVIDENCE": 0.01
      },
      "confidence": 0.94
    },
    "model_visible_history": {
      "class": "android.widget.ImageView",
      "resource_id": "com.bijoysingh.quicknote:id/action_move_icon",
      "text": "",
      "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.support.v7.widget.RecyclerView\"][@resource-id=\"com.bijoysingh.quicknote:id/advanced_note_recycler\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='true']/*[@class=\"android.widget.LinearLayout\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=1][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.ImageView\"][@resource-id=\"com.bijoysingh.quicknote:id/action_move_icon\"][@text=\"\"][@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": "g21a818",
      "source_state_id": "g21s53",
      "bounds": [
        0,
        265,
        63,
        386
      ],
      "source_page_id": "page6",
      "target_subtree": [
        {
          "class": "android.widget.ImageView",
          "resource_id": "com.bijoysingh.quicknote:id/action_move_icon",
          "text": "",
          "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": [
          {
            "path": [
              1
            ],
            "text": "Add Quot",
            "content_desc": ""
          }
        ],
        "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": 151,
      "source_gui_timestamp": 128,
      "current_state": "g21s53",
      "current_model_action": "g21a818",
      "current_version": 21,
      "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

107/120/128的原始后图均已显示Block Text Actions及Share/Copy/Delete;130只是对另一个文本块再次打开相同菜单。 发送给Provider的是匿名图标及块标签,没有历史菜单结果,因此不能把完整截图能确认的SAME直接算成模型在充分Evidence下的错误。

等价历史是否送入Provider wire:YES;当前Pair直接比较过的等价历史step:[107, 120, 128]。这是wire可见性,服务端最终token渲染是否逐字段保留仍UNKNOWN。

此前step / UTC页面与控件确认与目标
107
2026-11-06T20:49:30.006+00:00
com.bijoysingh.quicknote:id/action_move_icon
com.maubis.scarlet.base.note.creation.activity.CreateNoteActivity
Native确认=True
com.maubis.scarlet.base.note.creation.activity.CreateNoteActivity
保留目标GUI
120
2026-11-06T20:49:51.417+00:00
com.bijoysingh.quicknote:id/action_move_icon
com.maubis.scarlet.base.note.creation.activity.CreateNoteActivity
Native确认=True
com.maubis.scarlet.base.note.creation.activity.CreateNoteActivity
保留目标GUI
128
2026-11-06T20:50:01.670+00:00
com.bijoysingh.quicknote:id/action_move_icon
com.maubis.scarlet.base.note.creation.activity.CreateNoteActivity
Native确认=True
com.maubis.scarlet.base.note.creation.activity.CreateNoteActivity
保留目标GUI
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 step107 target
先前step107 target · alignment=identity_verified
先前等价操作 step120 target
先前step120 target · alignment=identity_verified
先前等价操作 step128 target
先前step128 target · alignment=identity_verified
历史Witness执行后的截图(事后证据,未送模型)
Witness step107 target
Witness step107 target · alignment=identity_verified
Witness step120 target
Witness step120 target · alignment=identity_verified
Witness step128 target
Witness step128 target · alignment=identity_verified

三、Probe执行后发生什么

点击文本块移动图标,打开 Block Text Actions 底部弹窗,提供 Share/Copy/Delete;GUI树文本为空但原图清楚可见。

scarletnotes JEV step130 Add Heading… (com.bijoysingh.quicknote:id/action_move_icon) before_screenshot
before_screenshot · identity_verified · 2026-11-06T20:50:04.854+00:00
scarletnotes JEV step130 Add Heading… (com.bijoysingh.quicknote:id/action_move_icon) after_screenshot
after_screenshot · identity_verified · 2026-11-06T20:50:05.630+00:00

Run内首次METHOD观察:完成后2秒=0,10秒=0,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-750",
      "step": 131,
      "version": 21,
      "elapsed_s": 196.938,
      "wall_time_ms": 1793998205638,
      "next_input_wall_ms": 1793998210558,
      "input_completed_wall_ms": 1793998205661,
      "input_confirmed": true,
      "action": "MODEL_CLICK android.view.ViewGroup",
      "action_type": "MODEL_CLICK",
      "text": "",
      "content_desc": "",
      "resource_id": "",
      "model_action_id": "g9a234",
      "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.FrameLayout\"][@resource-id=\"com.bijoysingh.quicknote:id/design_bottom_sheet\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.widget.ScrollView\"][@resource-id=\"\"][@text=\"\"][@content-desc=\"\"][@index=0][@enabled='true'][@clickable='false'][@checkable='false'][@long-clickable='false'][@scrollable='false']/*[@class=\"android.view.ViewGroup\"][@resource-id=\"\"][@text=\"\"][@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": "g9s21",
      "source_gui_id": 154,
      "activity": "com.maubis.scarlet.base.note.creation.activity.CreateNoteActivity",
      "activity_evidence": "GUI receipt",
      "labels": [],
      "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_95f70b23a59843b09110e90e309c467e.zip!device-output/executor.log:14561",
      "observed_methods_until_next": 0,
      "category_counts": {},
      "inventory_ref": "[WORKSPACE]/experiments/guitaboo-5app-1rep-baseline-comparison-20261107/analysis/evidence-zips/run_95f70b23a59843b09110e90e309c467e.zip!device-output/native/sata-com.bijoysingh.quicknote-ape-sata-running-minutes-60/jev-audit/inputs/generated-751.json"
    },
    {
      "input_id": "input-757",
      "step": 132,
      "version": 21,
      "elapsed_s": 201.858,
      "wall_time_ms": 1793998210558,
      "next_input_wall_ms": 1793998211351,
      "input_completed_wall_ms": 1793998210645,
      "input_confirmed": true,
      "action": "MODEL_CLICK com.bijoysingh.quicknote:id/action_move_icon",
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}

四、是否值得PROMOTE

完整已保存历史支持此前已尝试等价功能;不能自动归为模型错误。

疑似主要环节:HISTORY_EVIDENCE_CONTEXT;wire关系审查:INSUFFICIENT_CONTEXT。

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