diff --git a/docs/七项护理选三与关注优先-2026-10-15.md b/docs/七项护理选三与关注优先-2026-10-15.md
new file mode 100644
index 0000000..e676041
--- /dev/null
+++ b/docs/七项护理选三与关注优先-2026-10-15.md
@@ -0,0 +1,24 @@
+# 七项护理选三与关注优先
+
+护理候选项按文档顺序为轮廓、皱纹、肤色、平滑度、水分、泛红、痘痘。使用未四舍五入的百分制分数，缺失/无效项剔除。
+
+肤色独立采用color_score（扣斑后的色素80%＋黑眼圈20%）；水分独立采用已有交叉校验后的水分项。其他项使用各自现有P。肤色分析文案和护理分档同步使用独立肤色项，黑眼圈描述仍按真实检测程度；水分独立分档保持。小项P仅用于展示与护理选择，不调整维度或综合分。
+
+1. 依小项P升序选择全局最低三项；同分时，当前优先关注大维度中的项优先，再按上述文档顺序固定选择。
+2. 只在入选三项中，将属于优先关注大维度的项整体前置；组内P仍低分优先。不额外插入高分的关注项。
+3. 各项按自己的分档取护理和生活方式全文拼接。低于80改善、80至低于90良好、90以上优秀；保留痘痘脓包/结节改善档、有皮损不优秀等现有文案约束。
+4. 不足三项按有效数量展示，全部缺失显示原有无建议提示。
+
+用户提供的本轮护理全文同步到reference和report-copy。原文比对发现皱纹改善档生活方式需删除旧版开头“保证睡眠，”，本次已修正，其余沿用用户提供文本。
+
+新presentation新增careRule=seven-lowest-three-focus-first-v1；care条目保留key、name、dim、P、level、priority供核查，页面仅展示原有编号和正文。产品三选一、原始评分、历史快照和历史推荐不变；历史保存的护理文案不批量重生成。
+
+## 真实案例回放
+
+R20261015-111214-JKNS：关注紧塑力。肤色58.8、皱纹73、平滑度88.9为全局最低三项，最终皱纹→肤色→平滑度；水分97不入选，总分94不变。
+
+R20261014-171215-CYLF：关注紧塑力。皱纹65、平滑度87.6、肤色88.8入选，最终顺序不变；水分93不入选，总分94不变。
+
+## 验证
+
+care-selection.js覆盖关注项两项/一项/零项、全部关注项、同分选取与固定顺序、原始小数、不足三项/全缺失、肤色水分独立档位、痘痘约束、全文一致与输入不变。同步复测肤色、水分、账号、持久化、历史快照、推荐、报告底部长文案布局和旧评分回归。
diff --git a/docs/报告底部Figma还原-2026-10-15.md b/docs/报告底部Figma还原-2026-10-15.md
index 93241d6..e605bfe 100644
--- a/docs/报告底部Figma还原-2026-10-15.md
+++ b/docs/报告底部Figma还原-2026-10-15.md
@@ -15,7 +15,7 @@
ui-20261015/product-25.png 对应1:69（481×511），product-35.png 对应1:75（481×511），product-50.png 对应1:87（481×511），product-badge.png 对应1:71（101×77）。全部为设计工具导出原始PNG，保留透明边角和原始裁切，无运行时临时素材URL；网页每次只加载选中的产品图。
-产品卡按945×511比例，右侧图按481×511比例，徽标按101×77比例。布局以1080px设计稿折算375px基准并随屏幕缩放，320px屏幕略缩产品文字避免遮挡。
+产品卡按945×511比例，右侧图按481×511比例，徽标按101×77比例。布局以1080px设计稿折算375px基准并随屏幕缩放。用户最新确认产品标题恢复原来14.467593px，灰色副标题按同一比例（约1.041667）放大到12.013166px，行距同比放大；320px屏幕也保持同一字号，已核对三款文字均不遮挡图片。
## 验证
diff --git a/docs/水分文案独立分档-2026-10-15.md b/docs/水分文案独立分档-2026-10-15.md
new file mode 100644
index 0000000..e4e88c1
--- /dev/null
+++ b/docs/水分文案独立分档-2026-10-15.md
@@ -0,0 +1,14 @@
+# 水分文案独立分档
+
+问题案例 R20261015-111214-JKNS：接口水分97、缺水严重度3、缺水面积3%，色素66、黑眼圈30，合成肤色水润77.9。旧版水分文案跟随合成分档，错误套用改善档的含水量偏低、缺水比较严重。
+
+## 本次修正
+
+- 水分展示文案及其护理/生活方式建议独立使用水分项：低于80改善，80至低于90良好，90及以上优秀。
+- 沿用原有交叉校验：水分分≥80且缺水严重度≥60时，按100−严重度评估，并明确提示分数与缺水指标不一致，不默默套用缺水文案。
+- 改善档不再固定描述严重缺水。严重度为有效0～100时，≥60描述缺水程度较高，其他值仅报告严重度；缺失省略。缺水面积缺失也不当成0。
+- 缺失或无效水分分不产生水分档位及水分护理建议。
+- 三维度、综合得分、产品推荐、护理类别的选取规则均不变。水分展示项P现在为自己的水分项，不再伪装为合成分。
+- 新生成报告与本地原始数据回放使用新文案。历史已保存的presentation文案保留，不批量改写文件；如需纠正历史报告展示，应另行确定范围。
+
+参考文案与生成文件同步修改。water-copy.js覆盖真实矛盾值、80/90边界、色素不影响水分文案、严重度条件、交叉校验、缺失和输入不变；复测报告持久化、账号隔离、推荐与肤色文案。
diff --git a/docs/透亮感改为三项独立最低分-2026-10-15.md b/docs/透亮感改为三项独立最低分-2026-10-15.md
new file mode 100644
index 0000000..9808247
--- /dev/null
+++ b/docs/透亮感改为三项独立最低分-2026-10-15.md
@@ -0,0 +1,19 @@
+# 透亮感改为三项独立最低分
+
+用户确认方案2：透亮感百分制P=min(独立肤色项,水分项,平滑度项)，缺项剔除，三项全缺失则不评分。十分制沿用7+3×P/100、显示范围7～10、内部保留两位小数。综合得分仍按紧塑力4、透亮感3、稳韧力3四舍五入取整数。
+
+独立肤色项继续使用色素扣斑后80%＋黑眼圈20%；水分保留已有缺水交叉校验。新透亮感参与原有优先关注及肤龄边界产品推荐判断，未另改推荐规则。
+
+为兼容旧文案、旧六分类接口及历史记录，cats.tone和旧版统计字段暂时保留。旧平均分不再进入新版透亮感、综合得分、优先关注、产品推荐或七项护理选择。正式报告使用七项展示，后台新记录新增sub_scores七项独立评分，并记录vita_score_rule=independent-color-water-smooth-min-v1；历史记录仍标注历史六分类，不以新版重算历史评分或推荐。
+
+本次上线包括已确认的独立肤色/水分文案、七选三且关注优先的护理建议，以及产品标题恢复14.467593px/灰色副标题同比放大。三图轮播仍是本地试验，不纳入正式页面，不上传真实案例数据或私有预览脚本。
+
+## 真实案例回放（当前规则）
+
+|案例|旧透亮感S|新透亮感S|旧总分|新总分|推荐变化|
+|---|---:|---:|---:|---:|---|
+|R20261014-171911-O6YJ|9.26|9.09|88|88|仍25+|
+|R20261015-111214-JKNS|9.34|8.76|94|93|仍25+|
+|R20261014-171215-CYLF|9.63|9.63|94|94|仍25+|
+
+JKNS优先关注由紧塑力变为透亮感，护理建议顺序变为肤色→平滑度→皱纹，符合关注项前置要求。测试仅回放现有返回，未重新调用付费检测。
diff --git a/graphify-out/.graphify_labels.json b/graphify-out/.graphify_labels.json
index d3df4ac..88529e5 100644
--- a/graphify-out/.graphify_labels.json
+++ b/graphify-out/.graphify_labels.json
@@ -14,7 +14,7 @@
"12": "server.js",
"13": "files",
"14": "showScreen",
- "15": "TinyYolov2",
+ "15": "height",
"16": "巨子测肤 · 1'me 在线肌肤测试 — UI 设计规范",
"17": "extractFaces",
"18": "1'me肌肤状态检测 H5",
@@ -25,7 +25,7 @@
"23": "facepp-skinanalyze（旷视皮肤分析专业版调用技能）",
"24": "巨子测肤 · 1'me 语音播报内容设计文档 V1.0",
"25": "mobile-select.iife.min.js",
- "26": "NeuralNetwork",
+ "26": "extractWeightsFactory",
"27": "gen_voice.py",
"28": "C",
"29": "face-api.js 本地化依赖（h5/vendor/faceapi/）",
@@ -37,16 +37,16 @@
"35": "customer-feedback.js",
"36": "actualFont",
"37": "UI 外发版 10.09 图片资源",
- "38": "customer-feedback-fourth.mjs",
+ "38": "FaceProcessor",
"39": "UI交互界面调整",
"40": "第四轮反馈修改与验收",
"41": "js/beijing-time.js",
"42": "layer_at",
"43": "extractAllFacesAndComputeResults",
"44": "start-local.sh",
- "45": "head-pose.js",
- "46": ".forwardInput",
- "47": ".toString",
+ "45": "NeuralNetwork",
+ "46": ".toString",
+ "47": "convLayer",
"48": "已修改",
"49": "mobile-select/README.md",
"50": "call_skinanalyze_3view.sh",
@@ -65,7 +65,7 @@
"63": "e2e-browser.mjs",
"64": "综合得分：三维度按 4:3:3 加权",
"65": "微信登录接入与公网部署说明",
- "66": "h5/README.md",
+ "66": "七项护理选三与关注优先",
"67": "ui-20261009.mjs",
"68": "analyze-timeout.js",
"69": "misans/README.md",
@@ -73,11 +73,11 @@
"71": "报告顶部评分与年龄排版",
"72": "build_report_copy.py",
"73": "camera-geometry.js",
- "74": "report-copy.js",
+ "74": "water-copy.js",
"75": "prepare_h5_assets.py",
"76": "报告页滑动防冲突-2026-10-13.md",
- "77": "vizCompose",
- "78": "height",
+ "77": "care-selection.js",
+ "78": "FaceFeatureExtractor",
"79": "登录反馈与加载优化（2026-10-12）",
"80": "线上微信登录部署记录",
"81": "wechat-production.mjs",
@@ -90,23 +90,23 @@
"88": "ui-20261012/manifest.json",
"89": "傅艳NEW与项思炼的会话 2026年10月12日.md",
"90": "customer-feedback.mjs",
- "91": "wi",
+ "91": ".extractWeights",
"92": "客户反馈修改（2026-10-12）",
- "93": "capture-diagnostics.js",
+ "93": "TinyXception",
"94": "第三轮反馈：PSD 对齐、验收及上线记录",
- "95": "recommendation.js",
+ "95": ".forwardInput",
"96": "i",
"97": "account-client.js",
- "98": "drawFaceExpressions",
- "99": "normalize",
+ "98": ".runAndExtendWithFaceDetections",
+ "99": ".div",
"100": ".runAndExtendWithFaceDetection",
"101": "wechat-fixture.cjs",
- "102": "report-persistence.mjs",
+ "102": "TinyFaceFeatureExtractor",
"103": "第四轮反馈/傅艳NEW与项思炼的会话 2026年10月12日.md",
"104": "export_fourth_feedback_assets.py",
"105": "capture-quality-browser.mjs",
"106": "第三轮反馈20261012/傅艳NEW与项思炼的会话 2026年10月12日.md",
- "107": "基础信息记忆与肤质拖动",
+ "107": "h5/README.md",
"108": "profile-interaction.mjs",
"109": "submitPhotos",
"110": "startCamera",
@@ -115,11 +115,11 @@
"113": "swipe-track.js",
"114": "optimize_delivery_images.py",
"115": "痘痘按三视图各类型最大数量计分",
- "116": "age",
- "117": ".runAndExtendWithFaceDetections",
+ "116": ".predictAgeAndGender",
+ "117": "normalize",
"118": "f",
"119": "肤色文案与实际黑眼圈等级-2026-10-14.md",
- "120": "AgeGenderNet",
+ "120": "disposeUnusedWeightTensors",
"121": ".draw",
"122": "doCapture",
"123": "评分圈内居中、基础信息页固定与正脸语音修复",
@@ -132,20 +132,30 @@
"130": "wrinkle-overall.js",
"131": "原始肌龄显示与鸿蒙滚轮兼容",
"132": "harmony-picker.mjs",
- "133": "FaceLandmarks68",
+ "133": "onDetect",
"134": "camera-flip-browser.mjs",
"135": "恢复321与色斑案例复测",
- "136": "js/profile-store.js",
+ "136": "age",
"137": "皱纹改用接口整体评分",
"138": "DetectSingleFaceLandmarksTask",
- "139": ".mul",
+ "139": "private-case-preview.mjs",
+ "140": "AgeGenderNet",
+ "141": "start",
"142": "tone-dark-circle.js",
+ "143": "recommendation.js",
"144": "肤色项加入黑眼圈20%，色素图30%叠加",
"145": "PredictAllAgeAndGenderWithFaceAlignmentTask",
"146": "FaceLandmark68Net",
"147": "拍摄角度不合格震动提醒-2026-10-13.md",
"148": "PredictAllFaceExpressionsWithFaceAlignmentTask",
- "149": "PredictSingleAgeAndGenderWithFaceAlignmentTask",
- "150": "PredictSingleFaceExpressionsWithFaceAlignmentTask",
- "153": "tone-overlay-browser.mjs"
+ "149": "report-persistence.mjs",
+ "150": ".forwardInput",
+ "151": "FaceRecognitionNet",
+ "152": "FaceExpressionNet",
+ "153": "tone-overlay-browser.mjs",
+ "154": "wi",
+ "155": "游客不留存与弹窗护理间距调整",
+ "156": "FaceLandmarks68",
+ "157": "水分文案独立分档",
+ "158": "drawFaceExpressions"
}
diff --git a/graphify-out/.graphify_labels.json.sig b/graphify-out/.graphify_labels.json.sig
index 9bf449e..597759a 100644
--- a/graphify-out/.graphify_labels.json.sig
+++ b/graphify-out/.graphify_labels.json.sig
@@ -1 +1 @@
-{"0": "aa59fd8abc2eee29", "1": "cb6ea50bd4e4a5ca", "2": "fb3668625bb1d5ad", "3": "5bfb236350c342ee", "4": "4b1835ae3a82cf12", "5": "612f79173cb2d3b8", "6": "4b54405c5a282677", "7": "03b56b13a08b5f83", "8": "3d958eb3ed2a04df", "9": "e8cd0b51895b5f82", "10": "100a78535c7a8861", "11": "8fe2f9d63516be5c", "12": "cba798df74f6df27", "13": "7e3b558a587a4ebe", "14": "58417b287cc79e90", "15": "c96276581a8c98d4", "16": "95add6a975c0cb72", "17": "c25de97209f4e69b", "18": "f93d5d85e671fcee", "19": "76557988bbebbed8", "20": "aecf2fce44ba49c5", "21": "f4675fc43b3461fa", "22": "44afcd0daafd8e6d", "23": "90fac00055070ce2", "24": "f85b5b1634224c86", "25": "46e8db3e6e3f37ea", "26": "18ffa2c1feddfd10", "27": "eab427ce9a5219e9", "28": "b0aaa80168ccc897", "29": "c608f1c6492e1cb1", "30": "73c13793fca09f56", "31": "fbbcfc059751cc6a", "32": "f6bcf56c4589316b", "33": "75f750c5b7d9f63d", "34": "f024ff7942935690", "35": "241be5abeab1da6f", "36": "a7d375041779bad4", "37": "cb8f26249485324a", "38": "fbc8a72e6fda6359", "39": "fdd95375b4a5ddb3", "40": "5e546676ab96de03", "41": "a7a205c1adc39fe5", "42": "916170b9f5d7346b", "43": "ebf7b8a48916906e", "44": "852c1bb2446edd9c", "45": "0a373ad2197fd1a6", "46": "880a74c6d255e5cc", "47": "89e609b2678905d3", "48": "cf2f2424bc00436f", "49": "1f976711cda158dc", "50": "bbb2b57d72922b16", "51": "eb6a182204867275", "52": "2ec3c8c088568ba9", "53": "68c45056378341a7", "54": "c58d41e8e580fdc6", "55": "812950f51be20e40", "56": "c92bed61fc5b4cff", "57": "f2a40b5f1b29f669", "58": "08503e12d10e51b8", "59": "891f59cda3708718", "60": "a505b7de6257a4e8", "61": "5209ce2a267bf33b", "62": "1366ae24c7e5897d", "63": "c256b43f75d7809e", "64": "ad47fc38e493a4e2", "65": "bdee3c4a37df52f8", "66": "9727b30d720298e3", "67": "3e126d8deaf6e200", "68": "6b91f3679541de79", "69": "e511846eeba03076", "70": "be0c8310abda2467", "71": "589a2d5a76f3880a", "72": "c84f196a7bd35861", "73": "2b887bf601ccfb9f", "74": "ae2a154311e1f53a", "75": "69fdd23278518884", "76": "3c4c278d6026bc3a", "77": "288c2a98831b0021", "78": "aef6e0c179bd709d", "79": "c6cfdfe181232ecc", "80": "315325cde1352e98", "81": "37c559741825be74", "82": "200f25fbad7af8fb", "83": "1284897282eb47a3", "84": "d8bb296741d3d05c", "85": "7067e88534a91ab4", "86": "386c6fcc7be918e0", "87": "e5fa7717989eda80", "88": "8b5ab5232cef3457", "89": "9e3363b80eeceeea", "90": "dd1c246e19a2d032", "91": "83b0fd3b14363e4d", "92": "fced244d93677d90", "93": "9380a89a868c76d2", "94": "713d04996c4627df", "95": "e594ecaa8e7d1538", "96": "33b6c8b6c3ddaa73", "97": "505ea719b994ac5e", "98": "979dcc63399620ad", "99": "fbe2db75dbd18147", "100": "5a9014c4a7f87699", "101": "beb276de6301634c", "102": "e042d7fe7351bcb9", "103": "6ffbe07b521a061b", "104": "e114a7aebaaca2f1", "105": "af50c66d16c81bba", "106": "8bc72c179793e1c2", "107": "3877490226a78145", "108": "e0fc0a42e33bda91", "109": "4f73a56ac12b2cb5", "110": "cc7d97493f18fe9d", "111": "e8542da06408ad18", "112": "af995dd35403b4dd", "113": "0d99f86b9e41c4bb", "114": "b9d7c266afa84437", "115": "97af8c753c8d6322", "116": "388846e100846dbe", "117": "46204fb2e4d50c53", "118": "f5fa3e3d7d829c42", "119": "7485900c7157ebbd", "120": "711f3cc04ab3bf23", "121": "bf75bfc99d4f9e34", "122": "4f6d51a884cc3f06", "123": "b091e3eb82b456eb", "124": "df789af52163282e", "125": "e4f29216745ec758", "126": "d32da0afe8e66daa", "127": "006218e34885dbe0", "128": "1c2b248bd950f405", "129": "d52cfabd73e7593c", "130": "d724edff31ad0cb8", "131": "482dbb7ec33d8c23", "132": "3daacabc5062b554", "133": "ac00532d5d77886f", "134": "e7c90d6ef8276a1e", "135": "977cfc41f0c4b0b1", "136": "9b1cf1985223f90a", "137": "2e16ad304d257483", "138": "23f1d406f6c779ae", "139": "e6ef8c2f1b997e99", "142": "d1f85bf935ee51b4", "144": "cb06127f3461dec5", "145": "92ab3e5134ed8685", "146": "9a25b1230b5fe649", "147": "0e6cad06ebfcfb29", "148": "65718282b3c32109", "149": "01f68dfc34a29d32", "150": "8c471c7baeaaca54", "153": "23e1e56f6367f19e"}
\ No newline at end of file
+{"0": "b79045c703a85f80", "1": "cb6ea50bd4e4a5ca", "2": "f87f9b389e268d5a", "3": "abf3aa1189cf8f1c", "4": "4b1835ae3a82cf12", "5": "32f813d0aff62d5d", "6": "4b54405c5a282677", "7": "03b56b13a08b5f83", "8": "3d958eb3ed2a04df", "9": "64a6935321c48bb6", "10": "bde8faf00828ab0a", "11": "8fe2f9d63516be5c", "12": "cba798df74f6df27", "13": "7e3b558a587a4ebe", "14": "767b88826fe02948", "15": "afdd5c2f54c40808", "16": "95add6a975c0cb72", "17": "139ebf070fc2a645", "18": "f93d5d85e671fcee", "19": "5272556cf61d08b3", "20": "aecf2fce44ba49c5", "21": "f4675fc43b3461fa", "22": "44afcd0daafd8e6d", "23": "90fac00055070ce2", "24": "f85b5b1634224c86", "25": "46e8db3e6e3f37ea", "26": "22869a4c94306e7b", "27": "eab427ce9a5219e9", "28": "832065bed4246769", "29": "c608f1c6492e1cb1", "30": "73c13793fca09f56", "31": "fbbcfc059751cc6a", "32": "f6bcf56c4589316b", "33": "75f750c5b7d9f63d", "34": "f024ff7942935690", "35": "241be5abeab1da6f", "36": "a7d375041779bad4", "37": "cb8f26249485324a", "38": "57344ed1fd5c260f", "39": "fdd95375b4a5ddb3", "40": "5e546676ab96de03", "41": "a7a205c1adc39fe5", "42": "916170b9f5d7346b", "43": "ebf7b8a48916906e", "44": "852c1bb2446edd9c", "45": "d96493a5f110bd4c", "46": "71f300fdfae6e5a6", "47": "8616cd6d33fcb6cb", "48": "cf2f2424bc00436f", "49": "1f976711cda158dc", "50": "bbb2b57d72922b16", "51": "eb6a182204867275", "52": "2ec3c8c088568ba9", "53": "68c45056378341a7", "54": "c58d41e8e580fdc6", "55": "812950f51be20e40", "56": "c92bed61fc5b4cff", "57": "f2a40b5f1b29f669", "58": "51036d6897035852", "59": "891f59cda3708718", "60": "a505b7de6257a4e8", "61": "5209ce2a267bf33b", "62": "1366ae24c7e5897d", "63": "c256b43f75d7809e", "64": "ad47fc38e493a4e2", "65": "bdee3c4a37df52f8", "66": "204c034e5abd63d5", "67": "3e126d8deaf6e200", "68": "6b91f3679541de79", "69": "e511846eeba03076", "70": "be0c8310abda2467", "71": "589a2d5a76f3880a", "72": "c84f196a7bd35861", "73": "2b887bf601ccfb9f", "74": "98e5dfa159a96c21", "75": "69fdd23278518884", "76": "3c4c278d6026bc3a", "77": "5bcfd82487d3f96b", "78": "a7d08d05c6f6461e", "79": "fe1396c4b34beeea", "80": "059d6ba8ca7ec3a0", "81": "37c559741825be74", "82": "200f25fbad7af8fb", "83": "1284897282eb47a3", "84": "d8bb296741d3d05c", "85": "7067e88534a91ab4", "86": "386c6fcc7be918e0", "87": "e5fa7717989eda80", "88": "8b5ab5232cef3457", "89": "9e3363b80eeceeea", "90": "dd1c246e19a2d032", "91": "9f638135a00ee9e5", "92": "fced244d93677d90", "93": "9beb9113cf6685a2", "94": "713d04996c4627df", "95": "880a74c6d255e5cc", "96": "54d7329fed675057", "97": "505ea719b994ac5e", "98": "f45aa61f1a2036bf", "99": "7ae4bb2556c18db2", "100": "5a9014c4a7f87699", "101": "beb276de6301634c", "102": "ec24a95b0cbd8486", "103": "6ffbe07b521a061b", "104": "e114a7aebaaca2f1", "105": "af50c66d16c81bba", "106": "8bc72c179793e1c2", "107": "62b55366408c54b3", "108": "e0fc0a42e33bda91", "109": "4afb1715f62865b1", "110": "e934052f1818c730", "111": "e8542da06408ad18", "112": "af995dd35403b4dd", "113": "0d99f86b9e41c4bb", "114": "b9d7c266afa84437", "115": "97af8c753c8d6322", "116": "a2b13160223b5a98", "117": "cc7621a6b501b8a2", "118": "64fc48534d3085ad", "119": "7485900c7157ebbd", "120": "f58b0adffbac7bf5", "121": "bf75bfc99d4f9e34", "122": "0552b1fe9ffd0332", "123": "b091e3eb82b456eb", "124": "df789af52163282e", "125": "e4f29216745ec758", "126": "d32da0afe8e66daa", "127": "006218e34885dbe0", "128": "1c2b248bd950f405", "129": "d52cfabd73e7593c", "130": "d724edff31ad0cb8", "131": "482dbb7ec33d8c23", "132": "3daacabc5062b554", "133": "d4869eb40daf536c", "134": "e7c90d6ef8276a1e", "135": "977cfc41f0c4b0b1", "136": "480b285d17853682", "137": "2e16ad304d257483", "138": "23f1d406f6c779ae", "139": "c5fa096607dfdbfa", "140": "14fdf4e4c496519f", "141": "a01bccd7f7c24c78", "142": "d1f85bf935ee51b4", "143": "e594ecaa8e7d1538", "144": "cb06127f3461dec5", "145": "92ab3e5134ed8685", "146": "9a25b1230b5fe649", "147": "0e6cad06ebfcfb29", "148": "624ff2146c7868e4", "149": "e042d7fe7351bcb9", "150": "15f58f7494ac2b87", "151": "b186b90877868930", "152": "e858d75e995c92e5", "153": "23e1e56f6367f19e", "154": "83b0fd3b14363e4d", "155": "8cd80516c6c469f5", "156": "68c52c80f38f8b2c", "157": "de7d5f558c2eaf13", "158": "a0bc88eb14b70170"}
\ No newline at end of file
diff --git a/graphify-out/GRAPH_REPORT.md b/graphify-out/GRAPH_REPORT.md
index 8b94ab5..c653f61 100644
--- a/graphify-out/GRAPH_REPORT.md
+++ b/graphify-out/GRAPH_REPORT.md
@@ -1,16 +1,16 @@
# Graph Report - juzi (2026-10-15)
## Corpus Check
-- 140 files · ~4,961,406 words
+- 147 files · ~5,059,946 words
- Verdict: corpus is large enough that graph structure adds value.
## Summary
-- 1631 nodes · 3106 edges · 149 communities (119 shown, 30 thin omitted)
-- Extraction: 93% EXTRACTED · 7% INFERRED · 0% AMBIGUOUS · INFERRED: 215 edges (avg confidence: 0.57)
+- 1670 nodes · 3158 edges · 159 communities (126 shown, 33 thin omitted)
+- Extraction: 93% EXTRACTED · 7% INFERRED · 0% AMBIGUOUS · INFERRED: 222 edges (avg confidence: 0.58)
- Token cost: 0 input · 0 output
## Graph Freshness
-- Built from commit: `60ae6c97`
+- Built from commit: `77493bdf`
- Run `git rev-parse HEAD` and compare to check if the graph is stale.
- Run `graphify update .` after code changes (no API cost).
@@ -29,7 +29,7 @@
- server.js
- files
- showScreen
-- TinyYolov2
+- height
- 巨子测肤 · 1'me 在线肌肤测试 — UI 设计规范
- extractFaces
- 1'me肌肤状态检测 H5
@@ -40,7 +40,7 @@
- facepp-skinanalyze（旷视皮肤分析专业版调用技能）
- 巨子测肤 · 1'me 语音播报内容设计文档 V1.0
- mobile-select.iife.min.js
-- NeuralNetwork
+- extractWeightsFactory
- gen_voice.py
- C
- face-api.js 本地化依赖（h5/vendor/faceapi/）
@@ -50,16 +50,16 @@
- build-fixture.py
- customer-feedback.js
- UI 外发版 10.09 图片资源
-- customer-feedback-fourth.mjs
+- FaceProcessor
- UI交互界面调整
- 第四轮反馈修改与验收
- js/beijing-time.js
- layer_at
- extractAllFacesAndComputeResults
- start-local.sh
-- head-pose.js
-- .forwardInput
+- NeuralNetwork
- .toString
+- convLayer
- 已修改
- mobile-select/README.md
- call_skinanalyze_3view.sh
@@ -75,16 +75,17 @@
- e2e-browser.mjs
- 综合得分：三维度按 4:3:3 加权
- 微信登录接入与公网部署说明
-- h5/README.md
+- 七项护理选三与关注优先
- ui-20261009.mjs
- analyze-timeout.js
- misans/README.md
- scan-placeholder.mjs
- 报告顶部评分与年龄排版
- build_report_copy.py
+- water-copy.js
- 报告页滑动防冲突-2026-10-13.md
-- vizCompose
-- height
+- care-selection.js
+- FaceFeatureExtractor
- 登录反馈与加载优化（2026-10-12）
- 线上微信登录部署记录
- wechat-production.mjs
@@ -96,32 +97,32 @@
- 产品推荐规则：肤龄基准与边界调整
- ui-20261012/manifest.json
- 傅艳NEW与项思炼的会话 2026年10月12日.md
-- wi
+- .extractWeights
- 客户反馈修改（2026-10-12）
-- capture-diagnostics.js
+- TinyXception
- 第三轮反馈：PSD 对齐、验收及上线记录
-- recommendation.js
+- .forwardInput
- i
- account-client.js
-- drawFaceExpressions
-- normalize
+- .runAndExtendWithFaceDetections
+- .div
- .runAndExtendWithFaceDetection
- wechat-fixture.cjs
-- report-persistence.mjs
+- TinyFaceFeatureExtractor
- 第四轮反馈/傅艳NEW与项思炼的会话 2026年10月12日.md
- 第三轮反馈20261012/傅艳NEW与项思炼的会话 2026年10月12日.md
-- 基础信息记忆与肤质拖动
+- h5/README.md
- profile-interaction.mjs
- submitPhotos
- startCamera
- color-copy.js
- 微信退出登录-2026-10-13.md
- 痘痘按三视图各类型最大数量计分
-- age
-- .runAndExtendWithFaceDetections
+- .predictAgeAndGender
+- normalize
- f
- 肤色文案与实际黑眼圈等级-2026-10-14.md
-- AgeGenderNet
+- disposeUnusedWeightTensors
- .draw
- doCapture
- 评分圈内居中、基础信息页固定与正脸语音修复
@@ -133,20 +134,30 @@
- wrinkle-overall.js
- 原始肌龄显示与鸿蒙滚轮兼容
- harmony-picker.mjs
-- FaceLandmarks68
+- onDetect
- 恢复321与色斑案例复测
-- js/profile-store.js
+- age
- 皱纹改用接口整体评分
- DetectSingleFaceLandmarksTask
-- .mul
+- private-case-preview.mjs
+- AgeGenderNet
+- start
- tone-dark-circle.js
+- recommendation.js
- 肤色项加入黑眼圈20%，色素图30%叠加
- PredictAllAgeAndGenderWithFaceAlignmentTask
- FaceLandmark68Net
- 拍摄角度不合格震动提醒-2026-10-13.md
- PredictAllFaceExpressionsWithFaceAlignmentTask
-- PredictSingleAgeAndGenderWithFaceAlignmentTask
-- PredictSingleFaceExpressionsWithFaceAlignmentTask
+- report-persistence.mjs
+- .forwardInput
+- FaceRecognitionNet
+- FaceExpressionNet
+- wi
+- 游客不留存与弹窗护理间距调整
+- FaceLandmarks68
+- 水分文案独立分档
+- drawFaceExpressions
## God Nodes (most connected - your core abstractions)
1. `__awaiter()` - 59 edges
@@ -175,31 +186,31 @@
## Import Cycles
- None detected.
-## Communities (149 total, 30 thin omitted)
+## Communities (159 total, 33 thin omitted)
### Community 0 - "face-api.js"
Cohesion: 0.02
-Nodes (37): bgrToRgbTensor(), cn(), computeReshapedDimensions(), createBrowserEnv(), createFileSystem(), createNodejsEnv(), Dimensions(), dr() (+29 more)
+Nodes (39): cn(), computeReshapedDimensions(), createBrowserEnv(), createFileSystem(), createNodejsEnv(), Dimensions(), dr(), en() (+31 more)
### Community 1 - "线上闭环测试（不含真实微信授权）"
Cohesion: 0.25
Nodes (7): 发现并修复, 可复现命令, 已通过的检查, 线上闭环测试（不含真实微信授权）, 结论, 话术及仓库同步, 验证边界
### Community 2 - "app.js"
-Cohesion: 0.12
-Nodes (19): applyMirror(), cancelSkinDrag(), decode(), drain(), effMirror(), goSkin(), load(), loginAllowed() (+11 more)
+Cohesion: 0.11
+Nodes (22): applyMirror(), cancelSkinDrag(), effMirror(), esc(), goSkin(), loginAllowed(), loginWechat(), openHistory() (+14 more)
### Community 3 - "skin-score.js"
Cohesion: 0.07
-Nodes (59): acneGrade(), buildViewModel(), calcAcne(), calcContour(), calcSens(), calcSmooth(), calcTone(), calcWrinkles() (+51 more)
+Nodes (63): acneGrade(), buildViewModel(), calcAcne(), calcContour(), calcSens(), calcSmooth(), calcTone(), calcWrinkles() (+55 more)
### Community 4 - "customer-feedback-second.js"
Cohesion: 0.14
Nodes (11): assert, context, events, face, fs, geometry, original, path (+3 more)
### Community 5 - "extractFaceTensors"
-Cohesion: 0.10
-Nodes (12): Box(), DetectAllFaceLandmarksTask(), extendWithFaceDetection(), extendWithFaceLandmarks(), extractFaceTensors(), FaceLandmarks(), isTensor3D(), isWithFaceDetection() (+4 more)
+Cohesion: 0.11
+Nodes (8): bgrToRgbTensor(), Box(), DetectAllFaceLandmarksTask(), extendWithFaceLandmarks(), extractFaceTensors(), FaceLandmarks(), minBbox(), ObjectDetection()
### Community 7 - "test/profile-store.js"
Cohesion: 0.14
@@ -210,12 +221,12 @@ Cohesion: 0.19
Nodes (31): ageText(), api(), bind(), captureQualityHtml(), closeDetail(), collectFilters(), dimsHtml(), doRetry() (+23 more)
### Community 9 - "__awaiter"
-Cohesion: 0.10
-Nodes (17): __awaiter(), ComposableTask(), FaceRecognitionNet(), fetchImage(), fetchJson(), fetchNetWeights(), fetchOrThrow(), __generator() (+9 more)
+Cohesion: 0.14
+Nodes (13): __awaiter(), bufferToImage(), ComposableTask(), fetchImage(), fetchJson(), fetchNetWeights(), fetchOrThrow(), __generator() (+5 more)
### Community 10 - "n"
-Cohesion: 0.11
-Nodes (38): ae(), be(), bf(), bi(), ce(), de(), e(), Ef() (+30 more)
+Cohesion: 0.12
+Nodes (36): ae(), be(), bf(), bi(), ce(), de(), e(), Ef() (+28 more)
### Community 11 - "lib/accounts.js"
Cohesion: 0.06
@@ -230,24 +241,28 @@ Cohesion: 0.12
Nodes (15): files, analyze-fail, analyzing, countdown-321, hint-far, hint-front, hint-hold, hint-near (+7 more)
### Community 14 - "showScreen"
-Cohesion: 0.27
-Nodes (10): enterGuest(), loadAppFont(), loginSucceeded(), logoutWechat(), openOverlay(), prepareScanArtwork(), renderAccountStatus(), resetReport() (+2 more)
+Cohesion: 0.19
+Nodes (13): enterGuest(), loadAppFont(), loginSucceeded(), logoutWechat(), openOverlay(), prepareScanArtwork(), renderAccountStatus(), resetReport() (+5 more)
+
+### Community 15 - "height"
+Cohesion: 0.24
+Nodes (6): height(), FaceLandmark68NetBase(), getSizesForScale(), normalize$1(), rescaleAndNormalize(), TinyYolov2Base()
### Community 16 - "巨子测肤 · 1'me 在线肌肤测试 — UI 设计规范"
Cohesion: 0.15
Nodes (12): 1. 基准与尺寸换算, 2. 色彩规范, 3. 字体规范, 4. 组件切图(assets/svg/), 5. 图片素材(assets/images/,共 15 张), 6. 页面清单(design/ 下有整屏 PNG 预览), 7. 目录结构, 8. 还原建议 (+4 more)
### Community 17 - "extractFaces"
-Cohesion: 0.21
-Nodes (17): awaitMediaLoaded(), bufferToImage(), createCanvas(), createCanvasFromMedia(), extractFaces(), extractImagePatches(), getContext2dOrThrow(), getEnv() (+9 more)
+Cohesion: 0.20
+Nodes (18): awaitMediaLoaded(), createCanvas(), createCanvasFromMedia(), extractFaces(), extractImagePatches(), getContext2dOrThrow(), getEnv(), getMediaDimensions() (+10 more)
### Community 18 - "1'me肌肤状态检测 H5"
Cohesion: 0.13
Nodes (15): 10.09 更新, 1'me肌肤状态检测 H5, Admin API(统一返回 `{ok:false,message}` 错误), Windows 本机部署(提测用), 后台查看(admin.html), 密钥配置, 已知占位清单, 技术说明 (+7 more)
### Community 19 - "customer-feedback-fourth.js"
-Cohesion: 0.13
-Nodes (16): assert, brokenLandmarks, check(), Diagnostics, face(), HeadPose, held, ReportUI (+8 more)
+Cohesion: 0.06
+Nodes (38): evaluate(), finite(), assertPoints(), check(), clamp(), dist(), estimate(), makeFrontal() (+30 more)
### Community 20 - "build_fixtures.py"
Cohesion: 0.40
@@ -269,9 +284,9 @@ Nodes (8): 1. 音频格式约定(已定), 2. 播报清单(14 条), 3. 播放策
Cohesion: 0.20
Nodes (16): _arrayLikeToArray(), _arrayWithHoles(), _arrayWithoutHoles(), _classCallCheck(), _createClass(), _defineProperties(), h(), _iterableToArray() (+8 more)
-### Community 26 - "NeuralNetwork"
-Cohesion: 0.06
-Nodes (28): createFaceDetectionNet(), createFaceRecognitionNet(), createMtcnn(), createSsdMobilenetv1(), createTinyFaceDetector(), createTinyYolov2(), extractConvParamsFactory(), extractFCParamsFactory() (+20 more)
+### Community 26 - "extractWeightsFactory"
+Cohesion: 0.21
+Nodes (13): extractConvParamsFactory(), extractFCParamsFactory(), extractorsFactory(), extractorsFactory$1(), extractorsFactory$6(), extractorsFactory$8(), extractParams(), extractParams$1() (+5 more)
### Community 27 - "gen_voice.py"
Cohesion: 0.30
@@ -279,7 +294,7 @@ Nodes (11): ndarray, Path, gen_countdown(), main(), normalize_clip(), 倒计时
### Community 28 - "C"
Cohesion: 0.09
-Nodes (33): ao(), Bo(), C(), cd(), cl(), co(), Do(), eo() (+25 more)
+Nodes (32): ao(), Bo(), C(), cd(), co(), Do(), eo(), fo() (+24 more)
### Community 29 - "face-api.js 本地化依赖（h5/vendor/faceapi/）"
Cohesion: 0.29
@@ -301,10 +316,6 @@ Nodes (27): alternate, approved, assert, crop, details, excellent, fs, model (+1
Cohesion: 0.40
Nodes (4): UI 外发版 10.09 图片资源, 前端素材对应, 文件位置, 重新导出
-### Community 38 - "customer-feedback-fourth.mjs"
-Cohesion: 0.20
-Nodes (8): evaluate(), finite(), CaptureQuality, child, dataRoot, h5, ReportUI, require
-
### Community 39 - "UI交互界面调整"
Cohesion: 0.40
Nodes (4): 1meAI测肤旷视UI问题反馈, UI交互界面调整, 交互, **设计**
@@ -329,17 +340,13 @@ Nodes (8): ComputeAllFaceDescriptorsTask(), ComputeSingleFaceDescriptorTask(), e
Cohesion: 0.50
Nodes (3): HOST, PORT, start-local.sh script
-### Community 45 - "head-pose.js"
-Cohesion: 0.33
-Nodes (8): assertPoints(), check(), clamp(), dist(), estimate(), makeFrontal(), makeSide(), midpoint()
+### Community 46 - ".toString"
+Cohesion: 0.12
+Nodes (11): FaceLandmarks5(), FaceMatch(), getCenterPoint(), la(), Point(), pr(), pt(), vt() (+3 more)
-### Community 46 - ".forwardInput"
-Cohesion: 0.22
-Nodes (9): boxPredictionLayer(), decodeBoxesLayer(), depthwiseConvLayer(), getCenterCoordinatesAndSizesLayer(), getStridesForLayerIdx(), mobileNetV1(), outputLayer(), pointwiseConvLayer() (+1 more)
-
-### Community 47 - ".toString"
-Cohesion: 0.20
-Nodes (7): FaceLandmarks5(), FaceMatch(), getCenterPoint(), la(), pr(), pt(), vt()
+### Community 47 - "convLayer"
+Cohesion: 0.43
+Nodes (8): convLayer(), fullyConnectedLayer(), ONet(), PNet(), prelu(), qh(), RNet(), sharedLayer()
### Community 48 - "已修改"
Cohesion: 0.22
@@ -366,8 +373,8 @@ Cohesion: 0.60
Nodes (5): diffCtx(), loadJSON(), main(), okNum(), okStr()
### Community 58 - ".forwardInput"
-Cohesion: 0.21
-Nodes (8): iou(), NetInput(), nonMaxSuppression(), nonMaxSuppression$1(), scale(), stage1(), stage2(), stage3()
+Cohesion: 0.15
+Nodes (9): iou(), nonMaxSuppression(), nonMaxSuppression$1(), scale(), SsdMobilenetv1(), stage1(), stage2(), stage3() (+1 more)
### Community 61 - "报告布局与跟手交互调整"
Cohesion: 0.33
@@ -389,9 +396,9 @@ Nodes (4): 已确认公式, 本地验证, 生效位置, 综合得分：三维度
Cohesion: 0.29
Nodes (7): 公网服务器配置, 公网真机验收清单, 反向代理与后台保护, 已完成的链路, 微信登录接入与公网部署说明, 数据、迁移与备份, 本机开发环境限制（不代表线上状态）
-### Community 66 - "h5/README.md"
-Cohesion: 0.33
-Nodes (3): 发版范围, 游客不留存与弹窗护理间距调整, 验证
+### Community 66 - "七项护理选三与关注优先"
+Cohesion: 0.50
+Nodes (3): 七项护理选三与关注优先, 真实案例回放, 验证
### Community 68 - "analyze-timeout.js"
Cohesion: 0.20
@@ -401,20 +408,20 @@ Nodes (7): assert, end, fs, path, source, start, vm
Cohesion: 0.29
Nodes (3): errors, samples, unexpectedWrites
-### Community 77 - "vizCompose"
-Cohesion: 0.14
-Nodes (14): esc(), openHistory(), renderHistoryList(), renderReport(), renderViz(), setDim(), vizCollectMarks(), vizCompose() (+6 more)
+### Community 74 - "water-copy.js"
+Cohesion: 0.22
+Nodes (6): assert, Copy, crossed, example, SS, UI
-### Community 78 - "height"
-Cohesion: 0.32
-Nodes (5): height(), FaceLandmark68NetBase(), getSizesForScale(), normalize$1(), rescaleAndNormalize()
+### Community 77 - "care-selection.js"
+Cohesion: 0.24
+Nodes (9): assert, check(), Copy, heavy, keys, sample(), SS, UI (+1 more)
### Community 79 - "登录反馈与加载优化（2026-10-12）"
Cohesion: 0.25
Nodes (5): 体验变化, 公网部署后复测, 慢的原因与处理, 登录反馈与加载优化（2026-10-12）, 验证
### Community 80 - "线上微信登录部署记录"
-Cohesion: 0.33
+Cohesion: 0.29
Nodes (6): 初次部署时的凭据查找记录（现已由用户提供）, 初次部署的线上检查（历史结果）, 后续更新：已配置真实凭据, 已执行, 用户确认加入白名单后的复测, 线上微信登录部署记录
### Community 81 - "wechat-production.mjs"
@@ -445,41 +452,37 @@ Nodes (6): 产品推荐规则：肤龄基准与边界调整, 决策顺序, 后
Cohesion: 0.22
Nodes (8): assets, design_scale, document_size, native_header_px, shape_metrics, source, source_sha256, text_styles
-### Community 91 - "wi"
-Cohesion: 0.28
-Nodes (9): Ci(), Ei(), Fi(), Ii(), ki(), pe(), ri(), wi() (+1 more)
+### Community 91 - ".extractWeights"
+Cohesion: 0.20
+Nodes (8): createFaceDetectionNet(), createFaceRecognitionNet(), createMtcnn(), createSsdMobilenetv1(), createTinyFaceDetector(), createTinyYolov2(), extractorsFactory$4(), extractParams$5()
### Community 92 - "客户反馈修改（2026-10-12）"
Cohesion: 0.33
Nodes (5): 公网部署与复测, 客户反馈修改（2026-10-12）, 皱纹数据说明, 逐项处理, 验证
-### Community 93 - "capture-diagnostics.js"
-Cohesion: 0.38
-Nodes (6): assess(), CaptureQuality, HeadPose, normalize(), scalar(), views
-
### Community 94 - "第三轮反馈：PSD 对齐、验收及上线记录"
Cohesion: 0.33
Nodes (5): 原稿与导出可追溯性, 已完成, 本地验证, 生产部署及只读验收, 第三轮反馈：PSD 对齐、验收及上线记录
-### Community 95 - "recommendation.js"
-Cohesion: 0.33
-Nodes (6): assert, check(), missing, raw, SS, UI
+### Community 95 - ".forwardInput"
+Cohesion: 0.22
+Nodes (9): boxPredictionLayer(), decodeBoxesLayer(), depthwiseConvLayer(), getCenterCoordinatesAndSizesLayer(), getStridesForLayerIdx(), mobileNetV1(), outputLayer(), pointwiseConvLayer() (+1 more)
### Community 96 - "i"
-Cohesion: 0.07
-Nodes (36): b(), ba(), bn(), ca(), da(), dn(), ee(), et() (+28 more)
+Cohesion: 0.08
+Nodes (31): ba(), bn(), ca(), cl(), da(), dn(), ee(), et() (+23 more)
### Community 97 - "account-client.js"
Cohesion: 0.53
Nodes (8): browser(), clearGuestCache(), ensureGuest(), guest(), init(), logout(), rememberKind(), request()
-### Community 98 - "drawFaceExpressions"
-Cohesion: 0.22
-Nodes (6): DrawBox(), drawDetections(), drawFaceExpressions(), DrawFaceLandmarks(), FaceExpressions(), isWithFaceExpressions()
+### Community 98 - ".runAndExtendWithFaceDetections"
+Cohesion: 0.20
+Nodes (8): DetectAllFacesTask(), DrawBox(), drawDetections(), DrawFaceLandmarks(), extendWithFaceDetection(), isWithFaceDetection(), isWithFaceLandmarks(), resizeResults()
-### Community 99 - "normalize"
-Cohesion: 0.09
-Nodes (26): conv(), conv$1(), convDown(), convLayer(), convLayer$1(), convNoRelu(), convWithBatchNorm(), denseBlock3() (+18 more)
+### Community 99 - ".div"
+Cohesion: 0.31
+Nodes (6): conv(), denseBlock3(), denseBlock4(), depthwiseSeparableConv(), mainBlock(), reductionBlock()
### Community 100 - ".runAndExtendWithFaceDetection"
Cohesion: 0.33
@@ -489,25 +492,21 @@ Nodes (5): allFacesMtcnn(), allFacesSsdMobilenetv1(), allFacesTinyYolov2(), dete
Cohesion: 0.50
Nodes (3): crypto, fs, path
-### Community 102 - "report-persistence.mjs"
-Cohesion: 0.29
-Nodes (6): child, dataRoot, fx, h5, ReportUI, require
-
-### Community 107 - "基础信息记忆与肤质拖动"
-Cohesion: 0.40
-Nodes (4): 回归命令, 基础信息记忆与肤质拖动, 肤质交互, 范围
+### Community 107 - "h5/README.md"
+Cohesion: 0.22
+Nodes (6): 回归命令, 基础信息记忆与肤质拖动, 肤质交互, 范围, 真实案例回放（当前规则）, 透亮感改为三项独立最低分
### Community 108 - "profile-interaction.mjs"
Cohesion: 0.40
Nodes (3): dragBy(), h5, touch()
### Community 109 - "submitPhotos"
-Cohesion: 0.22
-Nodes (13): bindBackdropClose(), closeLoginSuccess(), closeOverlay(), handleCamHidden(), leaveCamera(), photosByView(), popHistorySilently(), requestAnalyze() (+5 more)
+Cohesion: 0.24
+Nodes (12): bindBackdropClose(), closeLoginSuccess(), closeOverlay(), handleCamHidden(), leaveCamera(), photosByView(), popHistorySilently(), requestAnalyze() (+4 more)
### Community 110 - "startCamera"
-Cohesion: 0.22
-Nodes (13): beginDetect(), detTick(), enableFallback(), getCamStream(), loadFaceApi(), loadModels(), maybeStartDetect(), onCamTrackEnded() (+5 more)
+Cohesion: 0.17
+Nodes (16): beginDetect(), detTick(), enableFallback(), getCamStream(), hideCamStatus(), loadFaceApi(), loadModels(), maybeStartDetect() (+8 more)
### Community 111 - "color-copy.js"
Cohesion: 0.25
@@ -517,21 +516,25 @@ Nodes (7): assert, descriptions, missing, SS, templates, UI, v
Cohesion: 0.40
Nodes (4): 后台和历史, 痘痘按三视图各类型最大数量计分, 规则, 验证
-### Community 116 - "age"
-Cohesion: 0.13
-Nodes (6): age(), extendWithAge(), extendWithGender(), FaceExpressionNet(), PredictAllAgeAndGenderTask(), PredictSingleAgeAndGenderTask()
+### Community 116 - ".predictAgeAndGender"
+Cohesion: 0.28
+Nodes (4): extendWithAge(), extendWithGender(), PredictAllAgeAndGenderTask(), PredictSingleAgeAndGenderTask()
+
+### Community 117 - "normalize"
+Cohesion: 0.36
+Nodes (8): conv$1(), convDown(), convLayer$1(), convNoRelu(), normalize(), residual(), residualDown(), __spreadArrays()
### Community 118 - "f"
-Cohesion: 0.20
-Nodes (24): a(), cf(), d(), drawContour(), dt(), ea(), f(), g() (+16 more)
+Cohesion: 0.15
+Nodes (30): a(), b(), cf(), d(), drawContour(), dt(), ea(), f() (+22 more)
-### Community 120 - "AgeGenderNet"
-Cohesion: 0.07
-Nodes (26): AgeGenderNet(), disposeUnusedWeightTensors(), extractorsFactory$3(), extractorsFactory$5(), extractorsFactory$7(), extractorsFactory$9(), extractParamsFromWeigthMap(), extractParamsFromWeigthMap$1() (+18 more)
+### Community 120 - "disposeUnusedWeightTensors"
+Cohesion: 0.12
+Nodes (23): disposeUnusedWeightTensors(), extractorsFactory$3(), extractorsFactory$5(), extractorsFactory$7(), extractorsFactory$9(), extractParamsFromWeigthMap(), extractParamsFromWeigthMap$1(), extractParamsFromWeigthMap$2() (+15 more)
### Community 122 - "doCapture"
-Cohesion: 0.14
-Nodes (27): afterCurrent(), armNudge(), busyWithFlow(), captureFromVideo(), captureHaptic(), captureStageHint(), checkStill(), detectFrame() (+19 more)
+Cohesion: 0.21
+Nodes (17): afterCurrent(), armNudge(), busyWithFlow(), captureFromVideo(), captureStageHint(), doCapture(), dropHint(), handleCamVisible() (+9 more)
### Community 123 - "评分圈内居中、基础信息页固定与正脸语音修复"
Cohesion: 0.40
@@ -561,44 +564,84 @@ Nodes (6): assert, base, changed, onlyOverall, SS, UI
Cohesion: 0.50
Nodes (3): 原始肌龄显示与鸿蒙滚轮兼容, 回归, 范围
+### Community 133 - "onDetect"
+Cohesion: 0.32
+Nodes (8): captureHaptic(), checkStill(), detectFrame(), faceLuma(), faceOffsetX(), onDetect(), resetAngleHaptic(), updateAngleHaptic()
+
### Community 135 - "恢复321与色斑案例复测"
Cohesion: 0.50
Nodes (3): 恢复321与色斑案例复测, 拍摄提示音, 真实色斑案例
-### Community 136 - "js/profile-store.js"
-Cohesion: 0.67
-Nodes (3): clean(), create(), key()
+### Community 136 - "age"
+Cohesion: 0.36
+Nodes (4): age(), clean(), create(), key()
### Community 137 - "皱纹改用接口整体评分"
Cohesion: 0.50
Nodes (3): 案例复算, 皱纹改用接口整体评分, 验证
-### Community 139 - ".mul"
-Cohesion: 0.50
-Nodes (3): wl(), wn(), xn()
+### Community 139 - "private-case-preview.mjs"
+Cohesion: 0.29
+Nodes (6): fixture, mime, photos, raw, root, server
+
+### Community 141 - "start"
+Cohesion: 0.29
+Nodes (7): decode(), drain(), load(), preload(), start(), stopCur(), unlock()
### Community 142 - "tone-dark-circle.js"
Cohesion: 0.33
Nodes (5): a, assert, near(), SS, UI
+### Community 143 - "recommendation.js"
+Cohesion: 0.33
+Nodes (6): assert, check(), missing, raw, SS, UI
+
### Community 144 - "肤色项加入黑眼圈20%，色素图30%叠加"
Cohesion: 0.40
Nodes (4): 图像, 用户确认的评分口径, 肤色项加入黑眼圈20%，色素图30%叠加, 验证
+### Community 148 - "PredictAllFaceExpressionsWithFaceAlignmentTask"
+Cohesion: 0.17
+Nodes (3): PredictAllFaceExpressionsWithFaceAlignmentTask(), PredictSingleAgeAndGenderWithFaceAlignmentTask(), PredictSingleFaceExpressionsWithFaceAlignmentTask()
+
+### Community 149 - "report-persistence.mjs"
+Cohesion: 0.29
+Nodes (6): child, dataRoot, fx, h5, ReportUI, require
+
+### Community 150 - ".forwardInput"
+Cohesion: 0.47
+Nodes (3): convWithBatchNorm(), depthwiseSeparableConv$1(), leaky()
+
+### Community 151 - "FaceRecognitionNet"
+Cohesion: 0.33
+Nodes (3): extractorsFactory$2(), extractParams$4(), FaceRecognitionNet()
+
+### Community 154 - "wi"
+Cohesion: 0.28
+Nodes (9): Ci(), Ei(), Fi(), Ii(), ki(), pe(), ri(), wi() (+1 more)
+
+### Community 155 - "游客不留存与弹窗护理间距调整"
+Cohesion: 0.50
+Nodes (3): 发版范围, 游客不留存与弹窗护理间距调整, 验证
+
+### Community 158 - "drawFaceExpressions"
+Cohesion: 0.50
+Nodes (3): drawFaceExpressions(), FaceExpressions(), isWithFaceExpressions()
+
## Knowledge Gaps
-- **418 isolated node(s):** `source`, `document_size`, `pages`, `assets`, `layers` (+413 more)
+- **441 isolated node(s):** `source`, `document_size`, `pages`, `assets`, `layers` (+436 more)
These have ≤1 connection - possible missing edges or undocumented components.
-- **30 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes.
+- **33 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes.
## Suggested Questions
_Questions this graph is uniquely positioned to answer:_
-- **Why does `height()` connect `height` to `app.js`, `customer-feedback.js`, `extractFaceTensors`, `scan-placeholder.mjs`, `__awaiter`, `profile-interaction.mjs`, `showScreen`, `extractFaces`, `.forwardInput`?**
- _High betweenness centrality (0.053) - this node is a cross-community bridge._
+- **Why does `height()` connect `height` to `app.js`, `customer-feedback.js`, `extractFaceTensors`, `scan-placeholder.mjs`, `profile-interaction.mjs`, `showScreen`, `extractFaces`, `.forwardInput`?**
+ _High betweenness centrality (0.044) - this node is a cross-community bridge._
+- **Why does `r()` connect `n` to `face-api.js`, `i`, `server.js`, `.toString`, `normalize`, `f`, `C`?**
+ _High betweenness centrality (0.033) - this node is a cross-community bridge._
- **Why does `n()` connect `n` to `face-api.js`, `i`, `skin-score.js`, `server.js`, `acne-three-view.js`, `f`, `C`?**
- _High betweenness centrality (0.038) - this node is a cross-community bridge._
-- **Why does `r()` connect `n` to `face-api.js`, `i`, `normalize`, `server.js`, `.toString`, `f`, `C`?**
- _High betweenness centrality (0.034) - this node is a cross-community bridge._
+ _High betweenness centrality (0.028) - this node is a cross-community bridge._
- **Are the 26 inferred relationships involving `n()` (e.g. with `calcAcne()` and `newRecordId()`) actually correct?**
_`n()` has 26 INFERRED edges - model-reasoned connections that need verification._
- **Are the 27 inferred relationships involving `r()` (e.g. with `handleExport()` and `handleRecordsQuery()`) actually correct?**
@@ -606,4 +649,4 @@ _Questions this graph is uniquely positioned to answer:_
- **Are the 10 inferred relationships involving `i()` (e.g. with `report-persistence.mjs` and `da()`) actually correct?**
_`i()` has 10 INFERRED edges - model-reasoned connections that need verification._
- **What connects `source`, `document_size`, `pages` to the rest of the system?**
- _418 weakly-connected nodes found - possible documentation gaps or missing edges._
\ No newline at end of file
+ _441 weakly-connected nodes found - possible documentation gaps or missing edges._
\ No newline at end of file
diff --git a/graphify-out/graph.html b/graphify-out/graph.html
index fa64b7d..5549cda 100644
--- a/graphify-out/graph.html
+++ b/graphify-out/graph.html
@@ -63,12 +63,12 @@
- 1631 nodes · 3106 edges · 149 communities
+ 1670 nodes · 3158 edges · 159 communities