feat: add production campaigns, gameplay labs, and review documentation

2026-09-13 12:27:10 +08:00
parent d1dffa9338
commit 4644e975b0
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+# 关卡设计研究：检索与来源台账
+
+日期：2026-09-12。最终交付：[调研报告](../../docs/level-design-research-report.md) · [知识库入口](../../docs/level-design-knowledge/README.md)。
+
+## 检索口径
+
+本轮四个工作流合计 **25 次 Exa 搜索，125 个请求结果位**。结果位会包含重复 URL、同一产品的不同地区商店页、转载和不相关页面；**125 不是实际全文阅读来源数**。各流保留自己的阅读范围和排除项，没有将不同口径的计数相加为“独立证据数”。
+
+| 工作流 | Exa 搜索次数 | 请求结果位 | 阅读与观察范围 |
+| --- | ---: | ---: | --- |
+| Mission-space 与补充研究 | 2 | 15 | 指定论文 1 篇全文与图表；补充 2 篇的相关正文；另交叉核读国内演讲转录，与国内流去重 |
+| PCG-QD | 1 | 5 | 指定论文 1 篇全文，HTML/PDF 交叉核读与图表；题录核对不算另外的论文 |
+| 海外竞品 | 13 | 65 | 14 个页面相关正文、1 份录像的 16 个时间点、2 张官方截图 |
+| 中文竞品 | 9 | 50 | 11 页正文，含同一演讲的 3 个转录；未实玩或视觉核验 |
+| 合计 | 25 | 125 | 两篇指定论文精读＋两篇补充研究＋分层竞品证据 |
+
+没有因为命中“第 1000 关”攻略标题就计作审查了一关；没有将下载站复刻代码当作原游戏算法；没有将多个演讲转载当成多次独立试验。
+
+## 文件索引
+
+| 文件 | 内容 |
+| --- | --- |
+| [academic-search-log.json](academic-search-log.json) | 主流检索词、请求数量、候选地址；第一轮未独立保留结果记录的情况已明确标注 |
+| [academic-sources.json](academic-sources.json) | P01、P03、P04 及交叉核读演讲的来源、阅读范围、局限 |
+| [paper-qd-sources.json](paper-qd-sources.json) | P02 题录、搜索记录、PDF 哈希、逐节/逐图定位和阅读覆盖 |
+| [international-search-log.json](international-search-log.json) | 海外检索词、返回 URL、计数与观察范围 |
+| [international-sources.json](international-sources.json) | 商店身份、机制证据、视频时间点、截图范围和排除项 |
+| [chinese-search-log.json](chinese-search-log.json) | 中文检索词、URL 与阅读计数 |
+| [chinese-sources.json](chinese-sources.json) | 平台 ID、开发者自述、转录来源组、未核实及排除项 |
+
+各流 JSON 字段保留原有详细结构；共同语义是：来源身份、访问日期、读取程度、支持的命题、限制。后续自动导入数据库时应显式做字段映射，不要把所有 `sources` 条目都视为已全文阅读或采用。
+
+## 阅读档案与复核
+
+用于分析的原始 PDF 存在工作区 `tmp/pdfs/`：`mission-space.pdf`、`pcgqd.pdf`、`progression.pdf`。它们是第三方原文的本地阅读副本，不是本项目原创交付；正式引用使用各笔记中的原始作者链接。临时抽取文本和渲染图不作为新的独立来源。
+
+所有最终 Markdown 内的本地链接与 JSON 语法在交付前检查。研究只增加文档及来源记录，并给此前千关讨论稿补充研究入口；不据此宣称生成器、主线关卡或玩家体验已完成验证。
@@ -0,0 +1,60 @@
+{
+  "workstream": "root-academic-and-synthesis",
+  "accessed": "2026-09-12",
+  "search_calls": 2,
+  "requested_result_slots": 15,
+  "note": "请求结果数不代表全文阅读数量；同一论文HTML和PDF计为一项研究。",
+  "searches": [
+    {
+      "query": "Original research paper full text Mixed-Initiative Design of Game Levels Integrating Mission and Space into Level Generation Karavolos Bouwer Bidarra FDG 2015 evaluation user study",
+      "numResults": 5,
+      "result_records": "本次检索输出未单独保存；指定论文通过已知原始URL读取并下载核验。"
+    },
+    {
+      "query": "Research by puzzle game developers on designing hundreds of levels difficulty progression playtesting procedural generation arrow clearing Tap Away Unpuzzle level design",
+      "numResults": 10,
+      "results": [
+        {
+          "title": "Procedural Level Generation with Difficulty Level Estimation for Puzzle Games",
+          "url": "https://www.iccs-meeting.org/archive/iccs2021/papers/127460103.pdf"
+        },
+        {
+          "title": "Procedural Level Generation: Tuning 500 Levels With Playtest Bots | Cybiqon",
+          "url": "https://cybiqon.in/lab/eight-bots-played-all-500-levels"
+        },
+        {
+          "title": "Difficulty Modelling in Mobile Puzzle Games: An Empirical Study on Different Methods to Combine Player Analytics and Simulated Data",
+          "url": "https://arxiv.org/html/2401.17436"
+        },
+        {
+          "title": "Statistical Modelling of Level Difficulty in Puzzle Games",
+          "url": "https://arxiv.org/html/2107.03305v2"
+        },
+        {
+          "title": "Procedural Level Generation with Difficulty Level Estimation for ...",
+          "url": "https://www.researchgate.net/publication/352250878_Procedural_Level_Generation_with_Difficulty_Level_Estimation_for_Puzzle_Games"
+        },
+        {
+          "title": "Improving Conditional Level Generation using Automated Validation in Match-3 Games",
+          "url": "https://arxiv.org/html/2409.06349v2"
+        },
+        {
+          "title": "Procedural Levels Generation - Puzzle Game - Pudding Entertainment",
+          "url": "https://pudding-entertainment.medium.com/procedural-levels-generation-puzzle-game-93253a1c4e10"
+        },
+        {
+          "title": "N/A",
+          "url": "https://pdfs.semanticscholar.org/2ff0/4c64a763f38caf18219f4605d8c4a95a54c2.pdf"
+        },
+        {
+          "title": "Automatic generation of tower defense levels using PCG",
+          "url": "https://doi.org/10.1145/3337722.3337723"
+        },
+        {
+          "title": "Automatic Game Progression Designthrough Analysis of Solution Features",
+          "url": "https://www.ericbutler.net/assets/papers/chi2015_progression.pdf"
+        }
+      ]
+    }
+  ]
+}
@@ -0,0 +1,64 @@
+[
+  {
+    "id": "P01",
+    "title": "Mixed-Initiative Design of Game Levels: Integrating Mission and Space into Level Generation",
+    "authors": [
+      "Daniël Karavolos",
+      "Anders Bouwer",
+      "Rafael Bidarra"
+    ],
+    "published": "2015",
+    "url": "https://livegamedesign.github.io/assets/FDG2015_Karavolos.pdf",
+    "type": "primary_research_case_studies",
+    "coverage": "全文8页，图1-3、表1；图1-3所在PDF第3、5页另经渲染查看",
+    "accessed": "2026-09-12",
+    "local_note": "../../docs/level-design-knowledge/01-mission-space.md",
+    "limitations": "两个系统案例，无玩家对照实验；选择性保留本轮局部是未来工作"
+  },
+  {
+    "id": "P03",
+    "title": "Automatic Game Progression Design through Analysis of Solution Features",
+    "authors": [
+      "Eric Butler",
+      "Erik Andersen",
+      "Adam M. Smith",
+      "Sumit Gulwani",
+      "Zoran Popović"
+    ],
+    "published": "2015",
+    "url": "https://www.ericbutler.net/assets/papers/chi2015_progression.pdf",
+    "doi": "10.1145/2702123.2702330",
+    "type": "primary_research_experiment",
+    "coverage": "正文方法、生成、排序、实验、讨论与结论；10页PDF核对页位，图3-4所在第8页另渲染检查；未追读参考文献",
+    "accessed": "2026-09-12",
+    "local_note": "../../docs/level-design-knowledge/03-progression-and-difficulty.md",
+    "limitations": "2377人，短期时间无显著差异不等价于等效性证明；缺随机序列对照；参考解共有图前提"
+  },
+  {
+    "id": "P04",
+    "title": "Difficulty Modelling in Mobile Puzzle Games: An Empirical Study on Different Methods to Combine Player Analytics and Simulated Data",
+    "authors": [
+      "Jeppe Theiss Kristensen",
+      "Paolo Burelli"
+    ],
+    "published": "2024",
+    "url": "https://arxiv.org/html/2401.17436",
+    "type": "primary_research_experiment",
+    "coverage": "摘要与第3-9节重点阅读；未复现实验、未逐篇读引文",
+    "accessed": "2026-09-12",
+    "local_note": "../../docs/level-design-knowledge/03-progression-and-difficulty.md",
+    "limitations": "Lily's Garden前500关，样本只含至少玩200关者，不能代替新用户研究；新关群体预测与个人预测分开"
+  },
+  {
+    "id": "C-TALK-ROOT",
+    "title": "立项一波三折、AI包办关卡：《一箭又一箭》团队分享简单玩法如何变现",
+    "published": "2026-06-01",
+    "event_date": "2026-05-27",
+    "url": "https://www.youxituoluo.com/534534.html",
+    "type": "developer_talk_media_transcript",
+    "coverage": "全文核读演讲转录；未取得实验原始数据或原演讲视频",
+    "accessed": "2026-09-12",
+    "independence": "与国内研究流同一场演讲，合并时去重",
+    "limitations": "AI技术实现、评分系数和A/B样本未公开，不能独立复核因果或百分比"
+  }
+]
@@ -0,0 +1,293 @@
+{
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+  "date": "2026-09-12",
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+  "sources_reviewed_skill_counter": 50,
+  "counter_warning": "This legacy skill counter means requested result slots, not pages read or independent evidence.",
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+  "returned_url_occurrences": 50,
+  "unique_exact_urls": 35,
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+        },
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+          "title": "箭了又箭",
+          "url": "https://www.taptap.cn/app/798583"
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+        {
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+          "url": "https://apps.apple.com/cn/app/%E7%AE%AD%E4%BA%86%E4%B8%AA%E7%AE%AD-%E4%BD%A0%E8%81%AA%E6%98%8E%E4%BD%A0%E6%9D%A5/id6755886795"
+        },
+        {
+          "title": "‎箭了个箭 - 箭头向前冲 App - App Store",
+          "url": "https://apps.apple.com/cn/app/%E7%AE%AD%E4%BA%86%E4%B8%AA%E7%AE%AD-%E7%AE%AD%E5%A4%B4%E5%90%91%E5%89%8D%E5%86%B2/id6755886795"
+        },
+        {
+          "title": "箭头了箭- 解压益智消除小游戏 - App Store",
+          "url": "https://play.google.com/store/apps/details?hl=zh&id=com.arrowfuture.and"
+        },
+        {
+          "title": "‎Arrow Out App - App Store",
+          "url": "https://apps.apple.com/us/app/arrow-out/id6754243057?l=zh-Hans-CN"
+        },
+        {
+          "title": "腾讯旗下厂商带火的箭头解谜，又被人做成了月入千万的吸金玩法-虎嗅网",
+          "url": "https://www.huxiu.com/article/4860736.html"
+        }
+      ]
+    },
+    {
+      "id": "ZH-Q8",
+      "query": "箭了又箭 小程序 sj.qq.com appdetail 超级消消 开发者",
+      "numResults": 5,
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+      "status": "success",
+      "results": [
+        {
+          "title": "箭了又箭新微信小游戏 - 应用宝- 腾讯",
+          "url": "https://sj.qq.com/appdetail/wxc485463086fbd9d0"
+        },
+        {
+          "title": "‎箭了又箭 - 超级消消王 App - App Store",
+          "url": "https://apps.apple.com/cn/app/%E7%AE%AD%E4%BA%86%E5%8F%88%E7%AE%AD-%E8%B6%85%E7%BA%A7%E6%B6%88%E6%B6%88%E7%8E%8B/id6756483139"
+        },
+        {
+          "title": "箭了又箭游戏免费下载-箭了又箭官方正版小程序游戏v8.0.69 - 魔趣网",
+          "url": "https://www.mfunz.com/game/15495.html"
+        },
+        {
+          "title": "集中爆发，腾讯孙公司旗下游戏正在全网刷屏-钛媒体官方网站",
+          "url": "https://www.tmtpost.com/7834846.html"
+        },
+        {
+          "title": "超级消消之箭了又箭安卓版游戏APK下载",
+          "url": "https://apkpure.com/cn/%E8%B6%85%E7%BA%A7%E6%B6%88%E6%B6%88%E4%B9%8B%E7%AE%AD%E4%BA%86%E5%8F%88%E7%AE%AD/com.xqrjogo.jlyj"
+        }
+      ]
+    },
+    {
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+      "query": "一箭又一箭 广州畅想互动 关卡制作 AI 评分算法 生成算法 难度 节奏 访谈",
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+      "status": "success",
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+        {
+          "title": "畅想互动何毅坤:《一箭又一箭》一周上线，AI 量产关卡，克制迭代日耗 200 关 - 资讯 - 游戏日报",
+          "url": "https://news.yxrb.net/2026/0528/7007.html"
+        },
+        {
+          "title": "《一箭又一箭》的组合创新心路历程：简单克制，一切有解 | ZRONG's BLOG",
+          "url": "https://blog.zengrong.net/post/one-arrow-after-another-combo-innovation/"
+        },
+        {
+          "title": "立项一波三折、AI包办关卡：《一箭又一箭》团队分享简单玩法如何变现_陀螺科技",
+          "url": "https://www.tuoluo.cn/article/detail-10129094.html"
+        },
+        {
+          "title": "立项一波三折、AI包办关卡：《一箭又一箭》团队分享简单玩法如何变现_游戏陀螺",
+          "url": "https://youxituoluo.com/534534.html"
+        },
+        {
+          "title": "广州畅想互动彭琪雯：小游戏《我们根本难不倒》立项运营复盘，当经典玩法遇见IAA 赛道的新可能_腾讯新闻",
+          "url": "https://news.qq.com/rain/a/20250626A0B49W00"
+        }
+      ]
+    }
+  ]
+}
@@ -0,0 +1,282 @@
+{
+  "topic": "Chinese arrow puzzle comparators",
+  "retrieved_at": "2026-09-12",
+  "full_text_pages_read": 11,
+  "failed_fetch_urls": 1,
+  "independent_event_warning": "ZH-02 ZH-03 ZH-09 all transcribe the same 2026-05-27 developer talk; count as one experience source, not three independent experiments.",
+  "source_count_warning": "Search requested-result-slot count is separate from full text reading and evidence independence.",
+  "sources": [
+    {
+      "id": "ZH-01",
+      "url": "https://sj.qq.com/appdetail/wx69949b45b793b612",
+      "title": "一箭又一箭微信小游戏 - 应用宝",
+      "publisher": "腾讯应用宝",
+      "source_type": "official_store_listing",
+      "read_status": "full_text_read",
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+      "claims": [
+        "微信小程序 ID wx69949b45b793b612",
+        "平台列开发者海南掌趣网络科技有限公司",
+        "简介为箭头迷宫消除"
+      ],
+      "limits": [
+        "更新时间1970与未备案等模板字段不作历史证据",
+        "平台开发者字段不解释研发/发行关系"
+      ],
+      "disposition": "used",
+      "retrieved_at": "2026-09-12",
+      "read_method": "Exa web_fetch_exa",
+      "visual_observation": false
+    },
+    {
+      "id": "ZH-02",
+      "url": "https://www.youxituoluo.com/534534.html",
+      "title": "立项一波三折、AI包办关卡：《一箭又一箭》团队分享简单玩法如何变现",
+      "publisher": "游戏陀螺",
+      "source_type": "developer_talk_media_transcript",
+      "read_status": "full_text_read",
+      "published_at": "2026-06-01",
+      "event_date": "2026-05-27",
+      "event_group": "cxhd-wechat-developer-conference-2026",
+      "claims": [
+        "简单和可解性作为核心",
+        "自述每日30–40关/核心200–300关",
+        "新机制低频日均1–2次",
+        "彩色、巨大箭头、吃豆人、连击",
+        "动态时限",
+        "AI参与生成评分编辑排序",
+        "3级改5级/困难关频率随熟练提升",
+        "问卷反馈"
+      ],
+      "limits": [
+        "同一演讲的自述，无原始样本/代码",
+        "A/B效果无数字及方法",
+        "商业指标与其他转录不一致"
+      ],
+      "disposition": "used",
+      "retrieved_at": "2026-09-12",
+      "read_method": "Exa web_fetch_exa",
+      "visual_observation": false
+    },
+    {
+      "id": "ZH-03",
+      "url": "https://blog.zengrong.net/post/one-arrow-after-another-combo-innovation/",
+      "title": "《一箭又一箭》的组合创新心路历程：简单克制，一切有解",
+      "publisher": "ZRONG's BLOG",
+      "author": "zrong (Jacky)",
+      "source_type": "attendee_developer_talk_transcript",
+      "read_status": "full_text_read",
+      "published_at": "2026-05-28",
+      "event_date": "2026-05-27",
+      "event_group": "cxhd-wechat-developer-conference-2026",
+      "claims": [
+        "与ZH-02同一演讲的研发经验核对"
+      ],
+      "limits": [
+        "与ZH-02不是独立实验",
+        "浏览器访问连接失败，未核验插图/视频",
+        "商业指标IPU与另一转录ARPU差异"
+      ],
+      "disposition": "used_for_cross_check",
+      "retrieved_at": "2026-09-12",
+      "read_method": "Exa web_fetch_exa",
+      "visual_observation": false
+    },
+    {
+      "id": "ZH-04",
+      "url": "https://play.google.com/store/apps/details?hl=zh_HK&id=com.cxgame.yjyyjgoo",
+      "title": "一箭又一箭 - Google Play",
+      "publisher": "Google Play / CXHD Network Technology Co. Ltd.",
+      "source_type": "official_store_listing",
+      "read_status": "full_text_read",
+      "published_at": null,
+      "listing_updated_at": "2026-06-17",
+      "claims": [
+        "包名com.cxgame.yjyyjgoo",
+        "关于开发者列广州畅想互动",
+        "文案描述黑洞/大箭头/水管传送转向"
+      ],
+      "limits": [
+        "功能为官方文案宣称，未实玩",
+        "不可假定微信版功能与关卡同步"
+      ],
+      "disposition": "used",
+      "retrieved_at": "2026-09-12",
+      "read_method": "Exa web_fetch_exa",
+      "visual_observation": false
+    },
+    {
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+      "url": "https://apps.apple.com/cn/app/id6755886795",
+      "title": "箭了个箭 - 箭头向前冲",
+      "publisher": "App Store / 文龙 刘",
+      "source_type": "official_store_listing",
+      "read_status": "full_text_read",
+      "published_at": null,
+      "claims": [
+        "App ID6755886795和提供者身份",
+        "文案描述目标出口/移动改变邻箭头方向/障碍传送门",
+        "动画跟手反馈更新说明"
+      ],
+      "limits": [
+        "副标题与搜索缓存不同，以ID区分",
+        "千关和特殊规则均未实机审计",
+        "用户评论未做代表性结论"
+      ],
+      "disposition": "used_as_rule_variant_candidate",
+      "retrieved_at": "2026-09-12",
+      "read_method": "Exa web_fetch_exa",
+      "visual_observation": false
+    },
+    {
+      "id": "ZH-06",
+      "url": "http://www.cc9527.com/",
+      "title": "公司介绍",
+      "publisher": "广州池骋网络科技有限公司",
+      "source_type": "official_company_site",
+      "read_status": "full_text_read",
+      "published_at": null,
+      "claims": [
+        "公司身份"
+      ],
+      "limits": [
+        "已读正文没有箭了又箭产品详情，不能独立证实该产品归属"
+      ],
+      "disposition": "limited_identity_context",
+      "retrieved_at": "2026-09-12",
+      "read_method": "Exa web_fetch_exa",
+      "visual_observation": false
+    },
+    {
+      "id": "ZH-07",
+      "url": "https://www.taptap.cn/app/798583",
+      "title": "箭了又箭 - TapTap",
+      "publisher": "TapTap",
+      "source_type": "game_platform_listing",
+      "read_status": "full_text_read",
+      "published_at": "2025-12-15",
+      "claims": [
+        "正文为冲刺箭头与斜向障碍说明"
+      ],
+      "limits": [
+        "无法关联到池骋箭头消除小游戏"
+      ],
+      "disposition": "excluded_identity_mismatch",
+      "retrieved_at": "2026-09-12",
+      "read_method": "Exa web_fetch_exa",
+      "visual_observation": false
+    },
+    {
+      "id": "ZH-08",
+      "url": "https://news.qq.com/rain/a/20260107A06XJ600",
+      "title": "集中爆发，腾讯孙公司旗下游戏正在全网刷屏",
+      "publisher": "腾讯新闻转载",
+      "author": "小猪",
+      "source_type": "secondary_industry_report",
+      "read_status": "full_text_read",
+      "published_at": "2026-01-07",
+      "claims": [
+        "报道将箭了又箭/超级消消与池骋关联",
+        "描述箭头阻挡、回弹、失误次数和时限",
+        "形状/色彩/动物外观变体"
+      ],
+      "limits": [
+        "内部算法/曲线未公开",
+        "报道使用唯一解一词，本文指出其逻辑混淆",
+        "未使用市场排名/下载数推导质量"
+      ],
+      "disposition": "used_with_caution",
+      "retrieved_at": "2026-09-12",
+      "read_method": "Exa web_fetch_exa",
+      "visual_observation": false
+    },
+    {
+      "id": "ZH-09",
+      "url": "https://news.yxrb.net/2026/0528/7007.html",
+      "title": "畅想互动何毅坤:《一箭又一箭》一周上线，AI量产关卡，克制迭代日耗200关",
+      "publisher": "游戏日报",
+      "author": "关芳",
+      "source_type": "developer_talk_media_transcript",
+      "read_status": "full_text_read",
+      "published_at": "2026-05-28",
+      "event_date": "2026-05-27",
+      "event_group": "cxhd-wechat-developer-conference-2026",
+      "claims": [
+        "与ZH-02同场分享，评分生成排序和问卷反馈"
+      ],
+      "limits": [
+        "非独立实验",
+        "有转录措辞差异，无原始幻灯片核验"
+      ],
+      "disposition": "used_for_cross_check",
+      "retrieved_at": "2026-09-12",
+      "read_method": "Exa web_fetch_exa",
+      "visual_observation": false
+    },
+    {
+      "id": "ZH-10",
+      "url": "https://sj.qq.com/appdetail/wxc485463086fbd9d0",
+      "title": "挪动物 - 应用宝（搜索缓存曾标箭了又箭新）",
+      "publisher": "腾讯应用宝",
+      "source_type": "official_store_listing",
+      "read_status": "full_text_read",
+      "published_at": null,
+      "claims": [
+        "抓取当前正文游戏为挪动物"
+      ],
+      "limits": [
+        "不能据搜索标题确认箭了又箭身份"
+      ],
+      "disposition": "excluded_identity_mismatch",
+      "retrieved_at": "2026-09-12",
+      "read_method": "Exa web_fetch_exa",
+      "visual_observation": false
+    },
+    {
+      "id": "ZH-11",
+      "url": "https://apps.apple.com/cn/app/id6756483139",
+      "title": "箭了又箭 - 超级消消王",
+      "publisher": "App Store",
+      "source_type": "official_store_listing",
+      "read_status": "fetch_failed_timeout",
+      "published_at": null,
+      "claims": [],
+      "limits": [
+        "原始简短URL抓取超时，改用已搜得完整slug URL ZH-12读取成功"
+      ],
+      "disposition": "same_app_retry",
+      "retrieved_at": "2026-09-12",
+      "read_method": "Exa web_fetch_exa",
+      "visual_observation": false
+    },
+    {
+      "id": "ZH-12",
+      "url": "https://apps.apple.com/cn/app/%E7%AE%AD%E4%BA%86%E5%8F%88%E7%AE%AD-%E8%B6%85%E7%BA%A7%E6%B6%88%E6%B6%88%E7%8E%8B/id6756483139",
+      "title": "箭了又箭 - 超级消消王",
+      "publisher": "App Store / 盟 吉",
+      "source_type": "official_store_listing",
+      "read_status": "full_text_read",
+      "published_at": null,
+      "claims": [
+        "ID6756483139提供者盟吉，正文描述冲刺与斜向障碍"
+      ],
+      "limits": [
+        "无法关联到池骋箭头消除小游戏",
+        "与ZH-11同一App"
+      ],
+      "disposition": "excluded_identity_mismatch",
+      "retrieved_at": "2026-09-12",
+      "read_method": "Exa web_fetch_exa",
+      "visual_observation": false
+    }
+  ],
+  "excluded_source_classes": [
+    {
+      "url": "https://blog.csdn.net/qq_33171970/article/details/161457343",
+      "reason": "复刻作者自己的尺寸/算法/测试，不能作为原游戏内部实现证据；仅检索结果筛查，未正文抓取。"
+    },
+    {
+      "reason": "下载站、聚合游戏页、营销式二次改写未进入核心玩法证据。"
+    }
+  ]
+}
@@ -0,0 +1,216 @@
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+  "unique_exact_discovered_urls": 49,
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+  "full_fetch_unique_urls": 14,
+  "visually_sampled_video_count": 1,
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+    },
+    {
+      "query": "Unpuzzle KekGames developer no wrong solutions no punishments mechanics 150 levels",
+      "numResults": 5,
+      "returnedUrls": [
+        "https://www.grouvee.com/games/188926-unpuzzle/",
+        "https://www.kongregate.com/en/games/kekgames/unpuzzle?permalink=unpuzzle&uploaded_by=kekgames",
+        "https://steam-games.org/game/97946/unpuzzle",
+        "https://apkpure.com/unpuzzle/com.kekgames.unpuzzle",
+        "https://play.google.com/store/apps/details?hl=en_US&id=com.taptapgames.unpuzzle"
+      ],
+      "status": "fulfilled"
+    },
+    {
+      "query": "Traffic Escape FOMO Games Google Play official tap cars arrows",
+      "numResults": 5,
+      "returnedUrls": [
+        "https://play.google.com/store/apps/details?hl=en_US&id=com.bonnie.trafficescape",
+        "https://apps.apple.com/us/app/traffic-escape/id6453522960",
+        "https://play.google.com/pc-store/games/details?id=com.bonnie.trafficescape",
+        "https://play.google.com/pc-store/games/details?id=com.bonnie.trafficescape&hl=en_AU",
+        "https://apps.apple.com/bb/app/traffic-escape/id6453522960"
+      ],
+      "status": "fulfilled"
+    },
+    {
+      "query": "Arrow Jam Tap Puzzle Grand Games official Google Play App Store arrow timer",
+      "numResults": 5,
+      "returnedUrls": [
+        "https://apps.apple.com/us/app/arrow-jam-tap-puzzle/id6762192889",
+        "https://www.youtube.com/watch?v=6tObwJPw-JA",
+        "https://appcustomerservice.com/app/6762192889/arrow-jam-tap-puzzle",
+        "https://www.taptap.io/app/34010260",
+        "https://apps.apple.com/us/developer/grand-games-a-%C5%9F/id1742757639"
+      ],
+      "status": "fulfilled"
+    },
+    {
+      "query": "Unpuzzle Kek Games official website game play",
+      "numResults": 5,
+      "returnedUrls": [
+        "https://www.kongregate.com/en/games/kekgames/unpuzzle",
+        "https://poki.com/en/g/unpuzzle",
+        "https://www.kongregate.com/games/kekgames/unpuzzle",
+        "https://apkpure.com/unpuzzle/com.kekgames.unpuzzle",
+        "https://ucrazygames.com/game/unpuzzle"
+      ],
+      "status": "fulfilled"
+    },
+    {
+      "query": "Lessmore Arrows puzzle escape level design development interview handcrafted",
+      "numResults": 5,
+      "returnedUrls": [
+        "https://lessmore.games/",
+        "https://www.gamigion.com/arrows-puzzle-escape-by-lessmore-is-rocking/",
+        "https://raijinnstudio.com/blog/minimalist-arrow-puzzle-game-design-guide",
+        "https://marlvel.ai/api/llm/apps/games/arrows-puzzle-escape",
+        "https://www.linkedin.com/posts/reisandre_puzzlegames-gamedesign-mobilegaming-activity-7430600719088521216-3eh4"
+      ],
+      "status": "fulfilled"
+    },
+    {
+      "query": "KekGames Unpuzzle Newgrounds creator description relaxing no mistakes",
+      "numResults": 5,
+      "returnedUrls": [
+        "https://kekgames.newgrounds.com/",
+        "https://www.kongregate.com/en/games/kekgames/unpuzzle",
+        "https://www.grouvee.com/games/188926-unpuzzle/",
+        "https://kotaku.com/games/unpuzzle",
+        "https://kongregate.com/en/games/kekgames/unpuzzlex"
+      ],
+      "status": "fulfilled"
+    },
+    {
+      "query": "Unpuzzle Kek Games itch.io official 150 levels",
+      "numResults": 5,
+      "returnedUrls": [
+        "https://www.kongregate.com/en/games/kekgames/unpuzzle",
+        "https://apkpure.com/unpuzzle/com.kekgames.unpuzzle",
+        "https://www.grouvee.com/games/188926-unpuzzle/",
+        "https://www.kongregate.com/en/games/kekgames/unpuzzle?permalink=unpuzzle&uploaded_by=kekgames",
+        "https://kotaku.com/games/unpuzzle"
+      ],
+      "status": "fulfilled"
+    }
+  ],
+  "fetches": [
+    {
+      "urls": [
+        "https://play.google.com/store/apps/details?id=com.sp.arrow.jam&hl=en",
+        "https://play.google.com/store/apps/details?id=com.ecffri.arrows&hl=en",
+        "https://lessmore.games/",
+        "https://play.google.com/store/apps/details?id=com.jctswbglsm.SwipeAway&hl=en",
+        "https://www.kongregate.com/en/games/kekgames/unpuzzle",
+        "https://apps.apple.com/us/app/arrow-jam-puzzle-game/id6764256696"
+      ],
+      "maxCharacters": 14000
+    },
+    {
+      "urls": [
+        "https://apps.apple.com/us/app/arrow-jam-tap-puzzle/id6762192889",
+        "https://poki.com/en/g/unpuzzle",
+        "https://play.google.com/store/apps/details?id=com.bonnie.trafficescape&hl=en",
+        "https://play.google.com/store/apps/details?id=com.gameeapp.android.app.arrows&hl=en",
+        "https://arrowjamgo.com/",
+        "https://apps.apple.com/us/app/arrow-jam-go-tap-escape/id6757224414"
+      ],
+      "maxCharacters": 14000
+    },
+    {
+      "urls": [
+        "https://apps.apple.com/us/app/arrow-out/id6754243057?l=zh-Hans-CN",
+        "https://www.huxiu.com/article/4860736.html"
+      ],
+      "maxCharacters": 18000
+    }
+  ],
+  "rejections": [
+    {
+      "url": "https://raijinnstudio.com/blog/minimalist-arrow-puzzle-game-design-guide",
+      "reason": "承接开发业务的销售文，未给Lessmore生产法来源，却推测程序化辅助并给产能数字。"
+    },
+    {
+      "url": "https://arrowspuzzleguide.com/levels/1000",
+      "reason": "号称逐步解法但搜索返回仅通用边缘先清三步，缺少可复核棋子顺序。"
+    }
+  ],
+  "notes": [
+    "同一App不同locale URLs在unique_exact_discovered_urls中仍为不同URL；实体比较已合并。",
+    "Exa正文可能是缓存，版本与相对日期不视为实时实机版本。",
+    "本次没有安装或完整通关任何竞品。"
+  ]
+}
@@ -0,0 +1,421 @@
+[
+  {
+    "id": "INT-01",
+    "title": "Arrow Jam — Google Play",
+    "url": "https://play.google.com/store/apps/details?id=com.sp.arrow.jam&hl=en",
+    "entity": "Arrow Jam / PoseidonJoy",
+    "identity": {
+      "platform": "Android",
+      "appId": "com.sp.arrow.jam",
+      "developerDisplayName": "PoseidonJoy",
+      "seller": "POSEIDON TECHNOLOGY LIMITED"
+    },
+    "type": "official_store",
+    "readStatus": "fetched_and_read",
+    "quality": "开发者提交商店文案；可确认主体与宣称的机制，不能确认手工产量或渐难效果。",
+    "supports": [
+      "tap/slide arrows; collisions; narrow layouts",
+      "claims hundreds of handcrafted levels"
+    ],
+    "limits": [
+      "未试玩",
+      "未验证真实关数、生产法、曲线"
+    ],
+    "retrieved": "2026-09-12"
+  },
+  {
+    "id": "INT-02",
+    "title": "Arrow Jam! - Tap Puzzle — App Store",
+    "url": "https://apps.apple.com/us/app/arrow-jam-tap-puzzle/id6762192889",
+    "entity": "Arrow Jam! - Tap Puzzle / Grand Games",
+    "identity": {
+      "platform": "iOS/iPadOS",
+      "appId": "6762192889",
+      "developerDisplayName": "Grand Games A.Ş.",
+      "seller": "GRAND GAMES OYUN VE YAZILIM ANONIM SIRKETI"
+    },
+    "type": "official_store",
+    "readStatus": "fetched_and_read",
+    "quality": "官方商店主体、玩法自述与用户评价混排；分别使用。",
+    "supports": [
+      "limited time",
+      "release one arrow to unblock others",
+      "linked arrows, corners, pipes listed",
+      "one review says patterns repeat"
+    ],
+    "limits": [
+      "障碍完整规则未实测",
+      "重复反馈为单个用户，不是重复率数据",
+      "Exa抽取版本与相对日期可能陈旧，不作为当前版本断言"
+    ],
+    "retrieved": "2026-09-12"
+  },
+  {
+    "id": "INT-03",
+    "title": "Arrow Jam! - Tap Puzzle (by Grand Games) IOS Gameplay Video (HD)",
+    "url": "https://www.youtube.com/watch?v=6tObwJPw-JA",
+    "entity": "Arrow Jam! - Tap Puzzle / Grand Games",
+    "type": "third_party_gameplay_video",
+    "published": "2026-06-02",
+    "author": "IOSTouchplayHD",
+    "readStatus": "visually_sampled_in_browser",
+    "quality": "视频开屏见 Grand，标题与描述链接交叉确认 iOS 身份；只抽帧，不是完整游玩。",
+    "coverage": {
+      "durationSeconds": 745.061,
+      "sampledSeconds": [
+        2,
+        10,
+        20,
+        23,
+        26,
+        30,
+        33,
+        36,
+        39,
+        60,
+        180,
+        240,
+        360,
+        420,
+        580,
+        600
+      ],
+      "version": "not_visible"
+    },
+    "supports": [
+      "timer visible",
+      "Levels 1-4 label and small puzzles",
+      "Level 6 visible at 01:00",
+      "curtain with 7 visible at 04:00",
+      "perimeter arrow and inner cluster at 07:00",
+      "Super Hard label at 10:00"
+    ],
+    "limits": [
+      "未观察输入接收时刻",
+      "未证明并行、缓存点击、动态碰撞处理",
+      "未连续编码全部关卡",
+      "不能推断1000关曲线"
+    ],
+    "retrieved": "2026-09-12"
+  },
+  {
+    "id": "INT-04",
+    "title": "Arrows – Puzzle Escape — Google Play",
+    "url": "https://play.google.com/store/apps/details?id=com.ecffri.arrows&hl=en",
+    "entity": "Arrows – Puzzle Escape / Lessmore",
+    "identity": {
+      "platform": "Android",
+      "appId": "com.ecffri.arrows",
+      "seller": "Lessmore GmbH"
+    },
+    "type": "official_store",
+    "readStatus": "fetched_and_read_plus_first_screenshot_viewed",
+    "quality": "官方商店文案；截图直接在浏览器查看；评论个例另标。",
+    "supports": [
+      "extract arrows without collision",
+      "no timers",
+      "hint system",
+      "claims thousands of handcrafted levels",
+      "first screenshot shows densely packed polylines forming a silhouette and three hearts"
+    ],
+    "limits": [
+      "商店截图属于宣传选样，无关号",
+      "未验证千关形状占比、难度周期与手工生产"
+    ],
+    "retrieved": "2026-09-12"
+  },
+  {
+    "id": "INT-05",
+    "title": "Lessmore Home — Arrows - Puzzle Escape",
+    "url": "https://lessmore.games/",
+    "entity": "Arrows – Puzzle Escape / Lessmore",
+    "type": "developer_site",
+    "readStatus": "fetched_and_read",
+    "quality": "制作方官网确认产品身份；营销概述缺少实验和生产细节。",
+    "supports": [
+      "Lessmore owns lists Arrows",
+      "logic and spatial awareness positioning"
+    ],
+    "limits": [
+      "no published level production pipeline"
+    ],
+    "retrieved": "2026-09-12"
+  },
+  {
+    "id": "INT-06",
+    "title": "Arrow Out — App Store",
+    "url": "https://apps.apple.com/us/app/arrow-out/id6754243057?l=zh-Hans-CN",
+    "entity": "Arrow Out",
+    "identity": {
+      "platform": "iOS/iPadOS",
+      "appId": "6754243057",
+      "seller": "Lion Studios Plus LLC",
+      "copyright": "Mindstorm Studios 2025"
+    },
+    "type": "official_store",
+    "readStatus": "fetched_and_read",
+    "quality": "商店主体与版权可核对；中文文案含旋转箭头/移动方块，与二手实机描述不同，不直接合并为确定规则。",
+    "supports": [
+      "Lion Studios Plus publisher; Mindstorm copyright",
+      "zoom, hints, magic wand, eraser listed",
+      "shape escape and thousands of levels claimed"
+    ],
+    "limits": [
+      "未实机验证箭头旋转玩法",
+      "道具具体效果采用二手来源需标"
+    ],
+    "retrieved": "2026-09-12"
+  },
+  {
+    "id": "INT-07",
+    "title": "腾讯旗下厂商带火的箭头解谜，又被人做成了月入千万的吸金玩法",
+    "url": "https://www.huxiu.com/article/4860736.html",
+    "entity": "Arrow Out and Arrows",
+    "type": "industry_observation",
+    "published": "2026-05-22",
+    "author": "白鲸小编／白鲸出海（虎嗅转载）",
+    "readStatus": "fetched_and_read",
+    "quality": "作者声称实际体验，含玩法图/视频、平台数据引用；不是开发者披露，也不是本次亲测。",
+    "supports": [
+      "author reports straight extraction, blockers, three mistakes",
+      "color grouping and controlling arrow/color count",
+      "stars tied to mistakes and chapter unlocks",
+      "reported activities unlock at levels 20 and 40"
+    ],
+    "limits": [
+      "版本及AB分组未知",
+      "下载收入与因果解释未独立核实，报告不引用为结论",
+      "不能证明生成器或总体难度曲线"
+    ],
+    "retrieved": "2026-09-12"
+  },
+  {
+    "id": "INT-08",
+    "title": "Tap Away — Google Play",
+    "url": "https://play.google.com/store/apps/details?id=com.jctswbglsm.SwipeAway&hl=en",
+    "entity": "Tap Away / Popcore",
+    "identity": {
+      "platform": "Android",
+      "appId": "com.jctswbglsm.SwipeAway",
+      "seller": "POPCORE GMBH"
+    },
+    "type": "official_store",
+    "readStatus": "fetched_and_read_plus_first_screenshot_viewed",
+    "quality": "官方机制自述与宣传截图可交叉核对单向方块、3D堆叠；用户评论是个例。",
+    "supports": [
+      "tap blocks to fly in one direction",
+      "swipe to rotate shape/view angles",
+      "larger and changed block shapes as progress",
+      "themes and skins",
+      "first screenshot cubic block arrangement"
+    ],
+    "limits": [
+      "本次未试玩",
+      "旋转是观察整个立体结构；不能等同本项目底盘换轨",
+      "未测动画期间多输入"
+    ],
+    "retrieved": "2026-09-12"
+  },
+  {
+    "id": "INT-09",
+    "title": "Traffic Escape! — Google Play",
+    "url": "https://play.google.com/store/apps/details?id=com.bonnie.trafficescape&hl=en",
+    "entity": "Traffic Escape! / FOMO",
+    "identity": {
+      "platform": "Android",
+      "appId": "com.bonnie.trafficescape",
+      "developerDisplayName": "FOMO GAMES",
+      "seller": "FOMO OYUN YAZILIM VE PAZARLAMA ANONIM SIRKETI"
+    },
+    "type": "official_store",
+    "readStatus": "fetched_and_read",
+    "quality": "官方说明路线箭头、移除顺序；评论有具体日期/自报关号，但不能推广。",
+    "supports": [
+      "arrows on cars show path",
+      "move cars in order avoiding other vehicles",
+      "bigger crowded jams claimed",
+      "three reviews object to bomb trucks and switch cars at high self-reported levels"
+    ],
+    "limits": [
+      "未核实用户自报关号6588/17000",
+      "评论仅用于风险假设",
+      "未实测倒计时、并行与碰撞"
+    ],
+    "retrieved": "2026-09-12"
+  },
+  {
+    "id": "INT-10",
+    "title": "Unpuzzle — Kongregate / KekGames",
+    "url": "https://www.kongregate.com/en/games/kekgames/unpuzzle",
+    "entity": "Unpuzzle / KekGames",
+    "identity": {
+      "platform": "Browser",
+      "creator": "KekGames",
+      "release": "2017-09-03"
+    },
+    "type": "creator_release_page",
+    "readStatus": "fetched_and_read",
+    "quality": "创作者上传页；只将 Description/How to Play/Developer Updates 视为作者内容，不把站点 FAQ 自动当作者原话。",
+    "supports": [
+      "clear levels piece by piece",
+      "drag squares to detach",
+      "developer update +10 levels in March 2018",
+      "player comments about easy satisfying and overlapping markings"
+    ],
+    "limits": [
+      "不与Hypercell同名手游混用",
+      "未试玩",
+      "评论个例非用户研究"
+    ],
+    "retrieved": "2026-09-12"
+  },
+  {
+    "id": "INT-11",
+    "title": "Unpuzzle — Poki",
+    "url": "https://poki.com/en/g/unpuzzle",
+    "entity": "Unpuzzle / KekGames",
+    "type": "distribution_platform",
+    "readStatus": "fetched_and_read",
+    "quality": "发行游戏平台规则说明；不是开发者设计访谈。",
+    "supports": [
+      "only pull a piece if no other piece blocks it",
+      "multiple solutions",
+      "Kek Games identity"
+    ],
+    "limits": [
+      "未验证全部关卡无死局",
+      "无精确学习曲线数据"
+    ],
+    "retrieved": "2026-09-12"
+  },
+  {
+    "id": "INT-12",
+    "title": "Arrow Jam! - Puzzle Game — App Store",
+    "url": "https://apps.apple.com/us/app/arrow-jam-puzzle-game/id6764256696",
+    "entity": "Arrow Jam! - Puzzle Game / CyberGame",
+    "identity": {
+      "platform": "iOS",
+      "appId": "6764256696",
+      "seller": "CyberGame Limited"
+    },
+    "type": "official_store",
+    "readStatus": "fetched_and_read",
+    "quality": "用于同名消歧、确认开发者宣称。",
+    "supports": [
+      "12 shapes; circles hearts stars; hundreds claimed",
+      "no timer claimed"
+    ],
+    "limits": [
+      "未验证真实关数、体验、形状占比"
+    ],
+    "retrieved": "2026-09-12"
+  },
+  {
+    "id": "INT-13",
+    "title": "Arrows Jam: Tap Escape Puzzle — Google Play",
+    "url": "https://play.google.com/store/apps/details?id=com.gameeapp.android.app.arrows&hl=en",
+    "entity": "Arrows Jam: Tap Escape Puzzle / GAMEE",
+    "identity": {
+      "platform": "Android",
+      "appId": "com.gameeapp.android.app.arrows",
+      "seller": "Ga Mee Global Limited"
+    },
+    "type": "official_store",
+    "readStatus": "fetched_and_read",
+    "quality": "同名消歧及广告文案事实。",
+    "supports": [
+      "1000+ levels claimed",
+      "no timer claimed"
+    ],
+    "limits": [
+      "不能等同Grand Arrow Jam"
+    ],
+    "retrieved": "2026-09-12"
+  },
+  {
+    "id": "INT-14",
+    "title": "Arrow Jam Go! — product website",
+    "url": "https://arrowjamgo.com/",
+    "entity": "Arrow Jam Go!",
+    "type": "product_site",
+    "readStatus": "fetched_and_read",
+    "quality": "官网自述与商店可交叉身份，但关数文案不同。",
+    "supports": [
+      "7000+ across normal nightmare daily modes claimed",
+      "six skins; two themes claimed"
+    ],
+    "limits": [
+      "7000与商店hundreds不一致，时间范围不明",
+      "未核数，未推断实际生成法"
+    ],
+    "retrieved": "2026-09-12"
+  },
+  {
+    "id": "INT-15",
+    "title": "Arrow Jam Go! Tap Escape — App Store",
+    "url": "https://apps.apple.com/us/app/arrow-jam-go-tap-escape/id6757224414",
+    "entity": "Arrow Jam Go! / TidalAurum",
+    "identity": {
+      "platform": "iOS/iPadOS",
+      "appId": "6757224414",
+      "seller": "TidalAurum, LLC"
+    },
+    "type": "official_store",
+    "readStatus": "fetched_and_read",
+    "quality": "同名消歧；记录宣传差异，不优先任择较大关数。",
+    "supports": [
+      "limited hearts; collision penalty; hundreds claimed"
+    ],
+    "limits": [
+      "未实测"
+    ],
+    "retrieved": "2026-09-12"
+  },
+  {
+    "id": "INT-16",
+    "title": "How to Develop a Game Like Arrows Puzzle Escape",
+    "url": "https://raijinnstudio.com/blog/minimalist-arrow-puzzle-game-design-guide",
+    "entity": "generic outsourced development article",
+    "type": "commercial_advice",
+    "readStatus": "search_highlights_only_excluded_from_evidence",
+    "quality": "承接开发业务的销售文，未给Lessmore生产法来源，却推测程序化辅助并给产能数字。",
+    "supports": [],
+    "limits": [
+      "不作为Lessmore实际生产管线证据",
+      "不采纳500关分界/每天15–25关/唯一解要求为行业事实"
+    ],
+    "retrieved": "2026-09-12"
+  },
+  {
+    "id": "INT-17",
+    "title": "Arrows Puzzle Escape Level 1000 Answer & Solution",
+    "url": "https://arrowspuzzleguide.com/levels/1000",
+    "entity": "third-party walkthrough directory",
+    "type": "unverified_guide",
+    "readStatus": "search_highlights_only_excluded_from_evidence",
+    "quality": "号称逐步解法但搜索返回仅通用边缘先清三步，缺少可复核棋子顺序。",
+    "supports": [],
+    "limits": [
+      "未验证嵌入视频的关号/版本",
+      "不作为第1000关真实难度或完整曲线"
+    ],
+    "retrieved": "2026-09-12"
+  },
+  {
+    "id": "INT-18",
+    "title": "Unpuzzle APK — APKPure",
+    "url": "https://apkpure.com/unpuzzle/com.kekgames.unpuzzle",
+    "entity": "Unpuzzle / KekGames archival copy",
+    "type": "third_party_description_mirror",
+    "readStatus": "search_highlights_only_context",
+    "quality": "留存一人称开发者文案，但本次没有在原官方商店重新核到；多站同一段不算多个独立来源。",
+    "supports": [
+      "historical copied description claims150 levels,10mechanics,no punishment"
+    ],
+    "limits": [
+      "不提升为作者当前正式声明",
+      "未用于证明真实150关全验证"
+    ],
+    "retrieved": "2026-09-12"
+  }
+]
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+{
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+  "accessed": "2026-09-12",
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+  "counts": {
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+    "sources_reviewed_skill_legacy_requested_count": 5,
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+          "disposition": "同一论文的备用 PDF；仅看到搜索片段，未下载或全文核读"
+        },
+        {
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+        },
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+        },
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+      "title": "Procedural Content Generation through Quality Diversity",
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+        "Daniele Gravina",
+        "Ahmed Khalifa",
+        "Antonios Liapis",
+        "Julian Togelius",
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+      "access_method": "作者 publications.php 中核对 PDF 链接；HTTP 下载；pypdf 逐页提取；Poppler 渲染第 4–6 页",
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+      "sha256": "eac57f6f0bb4992f5b2f0e57a593c658a682157a90cc5438970829519e244a44",
+      "quality": "作者自站托管完整论文，适合确认该文提出什么；对被引案例的实验结果属于综述转述。",
+      "claim_locators": [
+        {
+          "claim": "质量、行为距离/分区、局部竞争与硬约束",
+          "section": "II-A/B",
+          "pages": [
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+            2
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+          "pages": [
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+            4
+          ]
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+        {
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+          "section": "IV/Table I",
+          "pages": [
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+          ]
+        },
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+          "section": "III-C/Fig.1、IV-C",
+          "pages": [
+            4,
+            5
+          ],
+          "caution": "被引案例 [19] 的综述转述，未独立复现实验"
+        },
+        {
+          "claim": "CSS 的 surprise 指对历史种群预测的偏离，武器案例使用模拟死亡位置",
+          "section": "II-C5/8、IV-F",
+          "pages": [
+            3,
+            6
+          ]
+        },
+        {
+          "claim": "高维、分箱粒度、仿真成本、多风格测试代理",
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+          "pages": [
+            7
+          ]
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+          "claim": "所综述案例未明确把解释性作为研究目标",
+          "section": "IV-J",
+          "pages": [
+            6
+          ]
+        }
+      ],
+      "visual_checks": [
+        {
+          "figure": "Figure 1",
+          "page": 4,
+          "observation": "6 个二元机制组合的热图，存在空区域；不可误当正文完整 8 维 256 格档案。"
+        },
+        {
+          "figure": "Figure 2",
+          "page": 4,
+          "observation": "三种形态的弹幕实例，图示仅作表现差异，不是玩家难度曲线。"
+        },
+        {
+          "figure": "Table I",
+          "page": 5,
+          "observation": "不同算法与应用按 D/P/LC/C、发散与质量特征列示。"
+        },
+        {
+          "figure": "Figure 3",
+          "page": 5,
+          "observation": "三个 Mario 场景，结合正文核对按触发机制区分。"
+        },
+        {
+          "figure": "Figure 4",
+          "page": 5,
+          "observation": "Sentient Sketchbook 画布与右侧候选建议界面。"
+        },
+        {
+          "figure": "Figure 5",
+          "page": 6,
+          "observation": "两种武器实例；图本身不测量玩家惊喜。"
+        }
+      ]
+    },
+    {
+      "id": "P02-HTML",
+      "url": "https://antoniosliapis.com/articles/pcgqd.php",
+      "title": "Antonios Liapis: Procedural Content Generation through Quality Diversity",
+      "evidence_type": "作者提供的同文 HTML 全文",
+      "read_coverage": "Exa maxCharacters=100000 提取约 48,306 字符；全文各节、表 I、参考文献读取，与 PDF 对照。",
+      "pages": null,
+      "accessed": "2026-09-12",
+      "quality": "作者本人托管；与 P02-PDF 属于同一项研究，不作为独立佐证。",
+      "same_work_as": "P02-PDF"
+    },
+    {
+      "id": "P02-BIB",
+      "url": "https://antoniosliapis.com/publications.php?bib=gravina2019pcgqd#gravina2019pcgqd",
+      "title": "Antonios Liapis: Publications — gravina2019pcgqd",
+      "evidence_type": "作者文献目录中的单条题录",
+      "read_coverage": "Exa 的 8000 字符开头截取未到目标条目；另经 HTTP 读取并定位 gravina2019pcgqd，只核对本条目及 PDF 路径。",
+      "pages": null,
+      "accessed": "2026-09-12",
+      "quality": "作者自述的出版题录和下载入口；未把整份文献目录算作全文精读。",
+      "same_work_as": "P02-PDF"
+    },
+    {
+      "id": "P02-ARXIV",
+      "url": "https://arxiv.org/abs/1907.04053",
+      "title": "[1907.04053] Procedural Content Generation through Quality Diversity",
+      "evidence_type": "预印本文献元数据",
+      "read_coverage": "Exa fetch 核对题名、作者、2019-07-09 提交记录与 IEEE DOI；没有把元数据页当作另一篇论文。",
+      "pages": null,
+      "accessed": "2026-09-12",
+      "quality": "arXiv 作者提交记录，适合核对题录和版本；不提供额外独立实验佐证。",
+      "same_work_as": "P02-PDF"
+    }
+  ],
+  "output": "docs/level-design-knowledge/02-pcgqd.md"
+}