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xsl 4e42e33994 fix(h5): rename guest entry button to 游客登陆

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Graph Report - juzi (2026-10-13)

Corpus Check

110 files · ~4,907,127 words
Verdict: corpus is large enough that graph structure adds value.

Summary

1475 nodes · 2920 edges · 126 communities (102 shown, 24 thin omitted)
Extraction: 93% EXTRACTED · 7% INFERRED · 0% AMBIGUOUS · INFERRED: 209 edges (avg confidence: 0.57)
Token cost: 0 input · 0 output

Graph Freshness

Built from commit: 1fdbb575
Run git rev-parse HEAD and compare to check if the graph is stale.
Run graphify update . after code changes (no API cost).

face-api.js
线上闭环测试（不含真实微信授权）
app.js
skin-score.js
customer-feedback-second.js
disposeUnusedWeightTensors
n
test/profile-store.js
admin.js
__awaiter
wechat-browser.mjs
lib/accounts.js
server.js
files
NeuralNetwork
customer-feedback-fourth.mjs
巨子测肤 · 1'me 在线肌肤测试 — UI 设计规范
report-persistence.mjs
1'me肌肤状态检测 H5
customer-feedback-fourth.js
build_fixtures.py
getEnv
k
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
.extractWeights
gen_voice.py
C
face-api.js 本地化依赖（h5/vendor/faceapi/）
ui-20261009/manifest.json
browser-failures.mjs
FaceMatcher
build-fixture.py
customer-feedback.js
UI 外发版 10.09 图片资源
FaceLandmark68Net
UI交互界面调整
第四轮反馈修改与验收
vizCompose
layer_at
extractAllFacesAndComputeResults
start-local.sh
PredictAllAgeAndGenderWithFaceAlignmentTask
PredictAllFaceExpressionsWithFaceAlignmentTask
Box
已修改
mobile-select/README.md
call_skinanalyze_3view.sh
护理建议（全量文本，按需求摘抄）
UI 对齐 10.09 设计稿：调研与实施计划
guest-privacy.mjs
report-ui.js
regression.js
.forwardInput
call_skinanalyze.sh
报告布局与跟手交互调整
提交前 Review（2026-10-11）
e2e-browser.mjs
recommendation.js
微信登录接入与公网部署说明
h5/README.md
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
报告页滑动防冲突-2026-10-13.md
drawFaceExpressions
FaceLandmarks68
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
拍摄约束放宽与标题更新
10.09 新版 H5 实施与验收
微信登录联调：2026-10-12
head-pose.js
report-touch-layout.mjs
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
客户反馈修改（2026-10-12）
.runAndExtendWithFaceDetection
第三轮反馈：PSD 对齐、验收及上线记录
pn
play
account-client.js
js/profile-store.js
capture-diagnostics.js
.computeFaceDescriptor
wechat-fixture.cjs
extractFaces
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
profile-interaction.mjs
submitPhotos
doCapture
i
.toString
ao
TinyYolov2Base
startCamera
PredictSingleAgeAndGenderWithFaceAlignmentTask
PredictSingleFaceExpressionsWithFaceAlignmentTask
LabeledFaceDescriptors
.runAndExtendWithFaceDetections
readPhotoFile
评分圈内居中、基础信息页固定与正脸语音修复
TinyYolov2
报告等待页实拍背景-2026-10-12.md

God Nodes (most connected - your core abstractions)

__awaiter() - 59 edges
__generator() - 59 edges
n() - 37 edges
r() - 35 edges
i() - 33 edges
t() - 32 edges
C() - 32 edges
toNetInput() - 27 edges
e() - 22 edges
loadRecords() - 21 edges

Surprising Connections (you probably didn't know these)

actualLines() --indirect_call--> el() [INFERRED] h5/test/customer-feedback-third.mjs → h5/js/admin.js
loadRecords() --indirect_call--> it() [INFERRED] h5/js/admin.js → h5/vendor/faceapi/face-api.js
bind() --indirect_call--> a() [INFERRED] h5/js/admin.js → h5/vendor/faceapi/face-api.js
checkStill() --indirect_call--> d() [INFERRED] h5/js/app.js → h5/vendor/faceapi/face-api.js
detectFrame() --indirect_call--> d() [INFERRED] h5/js/app.js → h5/vendor/faceapi/face-api.js

Import Cycles

None detected.

Communities (126 total, 24 thin omitted)

Community 0 - "face-api.js"

Cohesion: 0.02 Nodes (36): cn(), createBrowserEnv(), createFileSystem(), createNodejsEnv(), decodeBoxesLayer(), dr(), en(), FaceDetection() (+28 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 (22): cancelSkinDrag(), enterGuest(), esc(), goSkin(), loadAppFont(), loginAllowed(), loginSucceeded(), loginWechat() (+14 more)

Community 3 - "skin-score.js"

Cohesion: 0.12 Nodes (45): acneGrade(), buildViewModel(), calcAcne(), calcContour(), calcSens(), calcSmooth(), calcTone(), calcWrinkles() (+37 more)

Community 4 - "customer-feedback-second.js"

Cohesion: 0.17 Nodes (10): assert, context, face, fs, geometry, original, path, source (+2 more)

Community 5 - "disposeUnusedWeightTensors"

Cohesion: 0.09 Nodes (23): disposeUnusedWeightTensors(), extractorsFactory$3(), extractorsFactory$5(), extractorsFactory$7(), extractorsFactory$9(), extractParamsFromWeigthMap(), extractParamsFromWeigthMap$1(), extractParamsFromWeigthMap$2() (+15 more)

Community 6 - "n"

Cohesion: 0.17 Nodes (38): a(), ae(), bf(), ce(), cf(), d(), de(), drawContour() (+30 more)

Community 7 - "test/profile-store.js"

Cohesion: 0.14 Nodes (13): assert, data, empty, now, other, Profile, quota, regions (+5 more)

Community 8 - "admin.js"

Cohesion: 0.20 Nodes (29): ageText(), api(), bind(), captureQualityHtml(), closeDetail(), collectFilters(), dimsHtml(), doRetry() (+21 more)

Community 9 - "__awaiter"

Cohesion: 0.18 Nodes (9): __awaiter(), fetchImage(), fetchJson(), fetchNetWeights(), fetchOrThrow(), __generator(), loadWeightMap(), Mtcnn() (+1 more)

Community 10 - "wechat-browser.mjs"

Cohesion: 0.22 Nodes (6): createAccounts, h5, ReportUI, require, root, SkinScore

Community 11 - "lib/accounts.js"

Cohesion: 0.07 Nodes (34): atomic(), body(), cookie(), cookies(), crypto, fs, json(), login() (+26 more)

Community 12 - "server.js"

Cohesion: 0.08 Nodes (52): accounts, appendRecord(), callFacepp(), CaptureDiagnostics, CRED, crypto, csvCell(), DATA_DIR (+44 more)

Community 13 - "files"

Cohesion: 0.12 Nodes (15): files, analyze-fail, analyzing, countdown-321, hint-far, hint-front, hint-hold, hint-near (+7 more)

Community 14 - "NeuralNetwork"

Cohesion: 0.20 Nodes (3): getModelUris(), NeuralNetwork(), TinyFaceDetector()

Community 15 - "customer-feedback-fourth.mjs"

Cohesion: 0.20 Nodes (8): evaluate(), finite(), CaptureQuality, child, dataRoot, h5, ReportUI, require

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 - "report-persistence.mjs"

Cohesion: 0.29 Nodes (6): child, dataRoot, fx, h5, ReportUI, require

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: 0.14 Nodes (15): assert, check(), Diagnostics, face(), HeadPose, held, ReportUI, normalized (+7 more)

Community 20 - "build_fixtures.py"

Cohesion: 0.40 Nodes (9): build_case1(), build_case2(), build_truth(), col(), dump(), main(), parse_value(), set_path() (+1 more)

Community 21 - "getEnv"

Cohesion: 0.07 Nodes (34): awaitMediaLoaded(), bufferToImage(), conv(), conv$1(), convDown(), convLayer$1(), convNoRelu(), createCanvas() (+26 more)

Community 22 - "k"

Cohesion: 0.16 Nodes (16): ba(), ca(), da(), fa(), k(), pa(), pd(), Pi() (+8 more)

Community 23 - "facepp-skinanalyze（旷视皮肤分析专业版调用技能）"

Cohesion: 0.20 Nodes (9): 1. 凭据（统一管理）, 2. 标准调用模板（全可选参数，每次都带）, 2b. 三视图调用模板（正脸 + 双侧脸 → 下颌线）, 3.1 本轮踩过的坑（务必避复）, 3. 三维度 × 6 分类 P/S 计算（2026-09-26 生效，取代旧六维）, 4. 产品分组公式, 5. Excel 报告铁律（必须遵守）, 6. 其他 Agent 调用约定 (+1 more)

Community 24 - "巨子测肤 · 1'me 语音播报内容设计文档 V1.0"

Cohesion: 0.22 Nodes (8): 1. 音频格式约定(已定), 2. 播报清单(14 条), 3. 播放策略(前端已实现侧约定), 4. 生成验收, A. 步骤引导(进入每个拍照步骤时播,与屏幕步骤文案一致), B. 姿态提示(实时检测不通过时播,同一提示 4 秒内不重复), C. 拍摄与流程, 巨子测肤 · 1'me 语音播报内容设计文档 V1.0

Community 25 - "mobile-select.iife.min.js"

Cohesion: 0.20 Nodes (16): _arrayLikeToArray(), _arrayWithHoles(), _arrayWithoutHoles(), _classCallCheck(), _createClass(), _defineProperties(), h(), _iterableToArray() (+8 more)

Community 26 - ".extractWeights"

Cohesion: 0.05 Nodes (30): AgeGenderNet(), createFaceDetectionNet(), createFaceRecognitionNet(), createMtcnn(), createSsdMobilenetv1(), createTinyFaceDetector(), createTinyYolov2(), extractConvParamsFactory() (+22 more)

Community 27 - "gen_voice.py"

Cohesion: 0.30 Nodes (11): ndarray, Path, gen_countdown(), main(), normalize_clip(), 倒计时单独按字生成再拼接，避免「三、二、一」整句被读成播报腔、与提示音气质漂移。与提示音共用同一 speaker + instruct；句间留约…, 裁掉过长首尾静音，保留 ≤150ms 边沿，避免提示显迟钝。, 响度归一 −16 LUFS + 转 MP3 48k CBR mono 22050Hz。 (+3 more)

Community 28 - "C"

Cohesion: 0.11 Nodes (28): Bo(), C(), cd(), cl(), co(), eo(), fo(), Ft() (+20 more)

Community 29 - "face-api.js 本地化依赖（h5/vendor/faceapi/）"

Cohesion: 0.29 Nodes (6): face-api.js 本地化依赖（h5/vendor/faceapi/）, 为什么本地化, 文件清单与体积, 来源与版本, 用法, 许可证

Community 30 - "ui-20261009/manifest.json"

Cohesion: 0.33 Nodes (5): assets, document_size, layers, pages, source

Community 33 - "build-fixture.py"

Cohesion: 0.60 Nodes (4): main(), 递归缩放 result 内全部坐标:{left,top,width,height} 矩形与 {x,y} 点,与原数据同为整数。, scale_coords(), to_data_url()

Community 35 - "customer-feedback.js"

Cohesion: 0.06 Nodes (27): alternate, approved, assert, crop, details, excellent, fs, model (+19 more)

Community 37 - "UI 外发版 10.09 图片资源"

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 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

Community 40 - "第四轮反馈修改与验收"

Cohesion: 0.22 Nodes (8): PSD 来源, 前端参数及限制, 后台校准留痕, 已确认并实现, 生产部署及只读验收, 皱纹（紧塑力）原文, 第四轮反馈修改与验收, 验证

Community 41 - "vizCompose"

Cohesion: 0.18 Nodes (11): renderReport(), renderViz(), setDim(), vizCollectMarks(), vizCompose(), vizFaceCrop(), vizLoadImage(), vizMapURL() (+3 more)

Community 42 - "layer_at"

Cohesion: 0.18 Nodes (11): list, bounds(), layer_at(), main(), save_image(), composite(), main(), sha256() (+3 more)

Community 43 - "extractAllFacesAndComputeResults"

Cohesion: 0.14 Nodes (10): age(), extendWithAge(), extendWithFaceExpressions(), extendWithGender(), extractAllFacesAndComputeResults(), extractSingleFaceAndComputeResult(), PredictAllAgeAndGenderTask(), PredictAllFaceExpressionsTask() (+2 more)

Community 44 - "start-local.sh"

Cohesion: 0.50 Nodes (3): HOST, PORT, start-local.sh script

Community 47 - "Box"

Cohesion: 0.11 Nodes (11): bgrToRgbTensor(), Box(), Dimensions(), extendWithFaceLandmarks(), FaceLandmarks(), isDimensions(), isValidNumber(), isValidProbablitiy() (+3 more)

Community 48 - "已修改"

Cohesion: 0.22 Nodes (8): 12 日第二批：明确项修改, 公网部署与复核（2026-10-12，北京时间）, 准备捕捉提醒, 字重, 已修改, 拍照展示, 首页高清批注, 验证与状态

Community 53 - "护理建议（全量文本，按需求摘抄）"

Cohesion: 0.10 Nodes (19): 5.1 轮廓（紧塑力）, 5.2 皱纹（紧塑力）, 5.3 肤色（透亮感）, 5.4 平滑度（透亮感）, 5.5 水分（透亮感）, 5.6 泛红（稳韧力）, 5.7 痘痘（稳韧力）, 6.1 轮廓 (+11 more)

Community 54 - "UI 对齐 10.09 设计稿：调研与实施计划"

Cohesion: 0.11 Nodes (17): 1. 结论和依据, 2. 统一比较口径, 3. 逐页差异和调整内容, 4. 报告数据如何接到新 UI, 5. 登录与“我的报告”的真实能力缺口, 6. 原稿中需要整理的内容, 7. 实施顺序与交付物, 8. 验收定义 (+9 more)

Community 55 - "guest-privacy.mjs"

Cohesion: 0.25 Nodes (5): child, dataRoot, fx, h5, require

Community 56 - "report-ui.js"

Cohesion: 0.50 Nodes (7): build(), count(), fill(), focusOf(), numeric(), scalar(), wrinkleDetails()

Community 57 - "regression.js"

Cohesion: 0.60 Nodes (5): diffCtx(), loadJSON(), main(), okNum(), okStr()

Community 58 - ".forwardInput"

Cohesion: 0.14 Nodes (16): computeReshapedDimensions(), extractBoundingBoxes(), getSizesForScale(), iou(), isEven(), nonMaxSuppression(), nonMaxSuppression$1(), normalize$1() (+8 more)

Community 61 - "报告布局与跟手交互调整"

Cohesion: 0.33 Nodes (5): 报告布局与跟手交互调整, 本次范围, 线上验收（2026-10-12）, 资源体积, 验证

Community 62 - "提交前 Review（2026-10-11）"

Cohesion: 0.40 Nodes (4): 仍需公网/业务确认, 已发现并修复, 提交前 Review（2026-10-11）, 验证

Community 63 - "e2e-browser.mjs"

Cohesion: 0.29 Nodes (4): EXPECTED, fails, pageErrors, pwRoot

Community 64 - "recommendation.js"

Cohesion: 0.38 Nodes (6): assert, check(), missing, raw, SS, UI

Community 65 - "微信登录接入与公网部署说明"

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 68 - "analyze-timeout.js"

Cohesion: 0.20 Nodes (7): assert, end, fs, path, source, start, vm

Community 70 - "scan-placeholder.mjs"

Cohesion: 0.29 Nodes (3): errors, samples, unexpectedWrites

Community 77 - "drawFaceExpressions"

Cohesion: 0.19 Nodes (10): DrawBox(), drawDetections(), drawFaceExpressions(), DrawFaceLandmarks(), extendWithFaceDetection(), FaceExpressions(), isWithFaceDetection(), isWithFaceExpressions() (+2 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 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"

Cohesion: 0.60 Nodes (4): api(), base, callback(), start()

Community 82 - "拍摄约束放宽与标题更新"

Cohesion: 0.40 Nodes (4): 参数对照, 拍摄约束放宽与标题更新, 标题, 验证与发布

Community 83 - "10.09 新版 H5 实施与验收"

Cohesion: 0.29 Nodes (5): 10.09 新版 H5 实施与验收, 按确认项实现, 文档未定义部分的实施口径, 素材再生成, 验证命令

Community 84 - "微信登录联调：2026-10-12"

Cohesion: 0.33 Nodes (6): 后续真机确认与体验优化, 微信登录联调：2026-10-12, 本轮修正, 白名单与凭据, 真实微信验收与排查, 自动验证

Community 85 - "head-pose.js"

Cohesion: 0.33 Nodes (8): assertPoints(), check(), clamp(), dist(), estimate(), makeFrontal(), makeSide(), midpoint()

Community 87 - "产品推荐规则：肤龄基准与边界调整"

Cohesion: 0.33 Nodes (6): 产品推荐规则：肤龄基准与边界调整, 决策顺序, 后台与前端一致性, 实施与验证范围, 已明确的要求, 已确认的三个条件

Community 88 - "ui-20261012/manifest.json"

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 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 - ".runAndExtendWithFaceDetection"

Cohesion: 0.23 Nodes (7): allFacesMtcnn(), allFacesSsdMobilenetv1(), allFacesTinyYolov2(), ComposableTask(), detectAllFaces(), DetectSingleFaceTask(), Gf()

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 - "pn"

Cohesion: 0.22 Nodes (8): bn(), fn(), ln(), pn(), un(), wl(), wn(), xn()

Community 96 - "play"

Cohesion: 0.22 Nodes (9): busyWithFlow(), decode(), drain(), load(), play(), preload(), start(), stopCur() (+1 more)

Community 97 - "account-client.js"

Cohesion: 0.57 Nodes (7): browser(), clearGuestCache(), ensureGuest(), guest(), init(), rememberKind(), request()

Community 98 - "js/profile-store.js"

Cohesion: 0.67 Nodes (3): clean(), create(), key()

Community 99 - "capture-diagnostics.js"

Cohesion: 0.38 Nodes (6): assess(), CaptureQuality, HeadPose, normalize(), scalar(), views

Community 100 - ".computeFaceDescriptor"

Cohesion: 0.18 Nodes (4): ComputeAllFaceDescriptorsTask(), ComputeSingleFaceDescriptorTask(), extendWithFaceDescriptor(), FaceRecognitionNet()

Community 101 - "wechat-fixture.cjs"

Cohesion: 0.50 Nodes (3): crypto, fs, path

Community 102 - "extractFaces"

Cohesion: 0.14 Nodes (9): height(), DetectAllFaceLandmarksTask(), DetectSingleFaceLandmarksTask(), extractFaces(), extractFaceTensors(), FaceLandmark68NetBase(), imageTensorToCanvas(), isTensor3D() (+1 more)

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 108 - "profile-interaction.mjs"

Cohesion: 0.40 Nodes (3): dragBy(), h5, touch()

Community 109 - "submitPhotos"

Cohesion: 0.24 Nodes (12): bindBackdropClose(), closeLoginSuccess(), closeOverlay(), handleCamHidden(), leaveCamera(), photosByView(), popHistorySilently(), requestAnalyze() (+4 more)

Community 110 - "doCapture"

Cohesion: 0.15 Nodes (24): armNudge(), beginDetect(), captureFromVideo(), captureHaptic(), captureStageHint(), detectFrame(), detTick(), doCapture() (+16 more)

Community 111 - "i"

Cohesion: 0.09 Nodes (29): b(), be(), bi(), dn(), ee(), Ef(), er(), et() (+21 more)

Community 112 - ".toString"

Cohesion: 0.18 Nodes (7): FaceLandmarks5(), FaceMatch(), getCenterPoint(), la(), pr(), pt(), vt()

Community 115 - "ao"

Cohesion: 0.40 Nodes (5): ao(), Do(), io(), so(), To()

Community 116 - "TinyYolov2Base"

Cohesion: 0.11 Nodes (20): boxPredictionLayer(), convLayer(), convWithBatchNorm(), depthwiseConvLayer(), depthwiseSeparableConv$1(), fullyConnectedLayer(), getStridesForLayerIdx(), leaky() (+12 more)

Community 117 - "startCamera"

Cohesion: 0.29 Nodes (8): applyMirror(), effMirror(), getCamStream(), handleCamVisible(), onCamTrackEnded(), renderCamStep(), startCamera(), waitVideoStable()

Community 122 - "readPhotoFile"

Cohesion: 0.40 Nodes (5): checkStill(), faceLuma(), hideCamStatus(), readPhotoFile(), showCamStatus()

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 Nodes (4): 发布, 范围, 评分圈内居中、基础信息页固定与正脸语音修复, 验证

Knowledge Gaps

330 isolated node(s): source, document_size, pages, assets, layers (+325 more) These have ≤1 connection - possible missing edges or undocumented components.
24 thin communities (<3 nodes) omitted from report — run graphify query to explore isolated nodes.

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