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Graph Report - juzi (2026-10-12)

Corpus Check

  • 70 files · ~4,212,892 words
  • Verdict: corpus is large enough that graph structure adds value.

Summary

  • 1222 nodes · 2613 edges · 93 communities (72 shown, 21 thin omitted)
  • Extraction: 93% EXTRACTED · 7% INFERRED · 0% AMBIGUOUS · INFERRED: 180 edges (avg confidence: 0.53)
  • Token cost: 0 input · 0 output

Graph Freshness

  • Built from commit: 85790ef9
  • Run git rev-parse HEAD and compare to check if the graph is stale.
  • Run graphify update . after code changes (no API cost).

Community Hubs (Navigation)

  • face-api.js
  • 线上闭环测试(不含真实微信授权)
  • app.js
  • skin-score.js
  • k
  • r
  • extractFaceTensors
  • ComputeSingleFaceDescriptorTask
  • admin.js
  • __awaiter
  • .forwardInput
  • lib/accounts.js
  • server.js
  • files
  • AgeGenderNet
  • .runAndExtendWithFaceDetections
  • 巨子测肤 · 1'me 在线肌肤测试 — UI 设计规范
  • extractFaces
  • 1'me 在线肌肤测试 H5
  • head-pose.js
  • build_fixtures.py
  • disposeUnusedWeightTensors
  • .loadFromDisk
  • 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
  • wi
  • 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
  • DetectSingleFaceLandmarksTask
  • ao
  • UI 外发版 10.09 图片资源
  • FaceLandmark68Net
  • UI交互界面调整
  • .predictAgeAndGender
  • test/accounts.js
  • export_psd_assets.py
  • .toBatchTensor
  • start-local.sh
  • PredictAllAgeAndGenderWithFaceAlignmentTask
  • PredictAllFaceExpressionsWithFaceAlignmentTask
  • recommendation.js
  • report-persistence.mjs
  • 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
  • i
  • report-ui.js
  • regression.js
  • .dispose
  • call_skinanalyze.sh
  • NeuralNetwork
  • 提交前 Review(2026-10-11)
  • e2e-browser.mjs
  • account-client.js
  • 微信登录接入与公网部署说明
  • wechat-browser.mjs
  • ui-20261009.mjs
  • analyze-timeout.js
  • misans/README.md
  • .draw
  • production-loop.mjs
  • build_report_copy.py
  • TinyYolov2
  • drawFaceExpressions
  • n
  • 微信登录联调-2026-10-12.md
  • 线上微信登录部署记录
  • wechat-production.mjs
  • ComputeAllFaceDescriptorsTask
  • 10.09 新版 H5 实施与验收
  • 微信登录联调:2026-10-12
  • FaceLandmarks
  • 产品推荐规则:肤龄基准与边界调整
  • login-performance.mjs
  • Box
  • PredictAllFaceExpressionsTask
  • PredictSingleAgeAndGenderWithFaceAlignmentTask
  • PredictSingleFaceExpressionsWithFaceAlignmentTask
  • PredictSingleFaceExpressionsTask

God Nodes (most connected - your core abstractions)

  1. __awaiter() - 59 edges
  2. __generator() - 59 edges
  3. n() - 37 edges
  4. r() - 35 edges
  5. t() - 33 edges
  6. i() - 33 edges
  7. C() - 32 edges
  8. toNetInput() - 27 edges
  9. e() - 22 edges
  10. loadRecords() - 20 edges

Surprising Connections (you probably didn't know these)

  • 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
  • detectFrame() --indirect_call--> d() [INFERRED] h5/js/app.js → h5/vendor/faceapi/face-api.js
  • vizCompose() --indirect_call--> rh() [INFERRED] h5/js/app.js → h5/vendor/faceapi/face-api.js
  • vizCompose() --indirect_call--> w() [INFERRED] h5/js/app.js → h5/vendor/faceapi/face-api.js

Import Cycles

  • None detected.

Communities (93 total, 21 thin omitted)

Community 0 - "face-api.js"

Cohesion: 0.02 Nodes (29): cn(), createBrowserEnv(), createFileSystem(), createNodejsEnv(), dr(), en(), FaceDetection(), ff() (+21 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: 0.05 Nodes (79): applyMirror(), armNudge(), beginDetect(), bindBackdropClose(), busyWithFlow(), captureFromVideo(), checkStill(), closeLoginSuccess() (+71 more)

Community 3 - "skin-score.js"

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

Community 4 - "k"

Cohesion: 0.15 Nodes (15): b(), ba(), ca(), da(), fa(), k(), ne(), pa() (+7 more)

Community 5 - "r"

Cohesion: 0.14 Nodes (34): a(), ae(), bf(), cf(), d(), drawContour(), dt(), ea() (+26 more)

Community 6 - "extractFaceTensors"

Cohesion: 0.25 Nodes (4): DetectAllFaceLandmarksTask(), extractFaceTensors(), isTensor3D(), isTensor4D()

Community 8 - "admin.js"

Cohesion: 0.21 Nodes (28): ageText(), api(), bind(), closeDetail(), collectFilters(), dimsHtml(), doRetry(), dSec() (+20 more)

Community 9 - "__awaiter"

Cohesion: 0.14 Nodes (14): __awaiter(), extendWithFaceDescriptor(), extendWithFaceExpressions(), extractAllFacesAndComputeResults(), extractSingleFaceAndComputeResult(), FaceRecognitionNet(), fetchImage(), fetchJson() (+6 more)

Community 10 - ".forwardInput"

Cohesion: 0.22 Nodes (9): boxPredictionLayer(), decodeBoxesLayer(), depthwiseConvLayer(), getCenterCoordinatesAndSizesLayer(), getStridesForLayerIdx(), mobileNetV1(), outputLayer(), pointwiseConvLayer() (+1 more)

Community 11 - "lib/accounts.js"

Cohesion: 0.17 Nodes (20): atomic(), body(), cookie(), cookies(), crypto, fs, json(), login() (+12 more)

Community 12 - "server.js"

Cohesion: 0.08 Nodes (51): accounts, appendRecord(), callFacepp(), CRED, crypto, csvCell(), DATA_DIR, displaySkinAge() (+43 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 - "AgeGenderNet"

Cohesion: 0.10 Nodes (6): AgeGenderNet(), extractParams$1(), FaceExpressionNet(), FaceLandmark68NetBase(), FaceLandmark68TinyNet(), FaceProcessor()

Community 15 - ".runAndExtendWithFaceDetections"

Cohesion: 0.18 Nodes (8): allFacesMtcnn(), allFacesSsdMobilenetv1(), allFacesTinyYolov2(), detectAllFaces(), DetectAllFacesTask(), DetectSingleFaceTask(), extendWithFaceDetection(), resizeResults()

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: 0.25 Nodes (16): awaitMediaLoaded(), bufferToImage(), createCanvas(), createCanvasFromMedia(), extractFaces(), extractImagePatches(), getContext2dOrThrow(), getEnv() (+8 more)

Community 18 - "1'me 在线肌肤测试 H5"

Cohesion: 0.13 Nodes (15): 10.09 更新, 1'me 在线肌肤测试 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 - "head-pose.js"

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

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 - "disposeUnusedWeightTensors"

Cohesion: 0.09 Nodes (24): disposeUnusedWeightTensors(), extractorsFactory$3(), extractorsFactory$5(), extractorsFactory$7(), extractorsFactory$9(), extractParamsFromWeigthMap(), extractParamsFromWeigthMap$1(), extractParamsFromWeigthMap$2() (+16 more)

Community 22 - ".loadFromDisk"

Cohesion: 0.22 Nodes (4): ComposableTask(), getModelUris(), Gf(), TinyFaceDetector()

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 - "wi"

Cohesion: 0.28 Nodes (9): Ci(), Ei(), Fi(), Ii(), ki(), pe(), ri(), wi() (+1 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: 0.12 Nodes (28): Bo(), C(), cd(), cl(), co(), e(), eo(), fo() (+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 36 - "ao"

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

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 - ".predictAgeAndGender"

Cohesion: 0.28 Nodes (4): extendWithAge(), extendWithGender(), PredictAllAgeAndGenderTask(), PredictSingleAgeAndGenderTask()

Community 41 - "test/accounts.js"

Cohesion: 0.22 Nodes (9): assert, create, fs, http, os, path, ReportUI, SkinScore (+1 more)

Community 42 - "export_psd_assets.py"

Cohesion: 0.70 Nodes (4): bounds(), layer_at(), main(), save_image()

Community 43 - ".toBatchTensor"

Cohesion: 0.09 Nodes (28): conv(), conv$1(), convDown(), convLayer(), convLayer$1(), convNoRelu(), convWithBatchNorm(), denseBlock3() (+20 more)

Community 44 - "start-local.sh"

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

Community 47 - "recommendation.js"

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

Community 48 - "report-persistence.mjs"

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

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 - "i"

Cohesion: 0.10 Nodes (21): bn(), dn(), ee(), et(), fn(), i(), je(), ln() (+13 more)

Community 56 - "report-ui.js"

Cohesion: 0.90 Nodes (4): build(), count(), fill(), numeric()

Community 57 - "regression.js"

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

Community 58 - ".dispose"

Cohesion: 0.14 Nodes (17): computeReshapedDimensions(), extractBoundingBoxes(), getSizesForScale(), iou(), isEven(), NetInput(), nonMaxSuppression(), nonMaxSuppression$1() (+9 more)

Community 61 - "NeuralNetwork"

Cohesion: 0.06 Nodes (28): createFaceDetectionNet(), createFaceRecognitionNet(), createMtcnn(), createSsdMobilenetv1(), createTinyFaceDetector(), createTinyYolov2(), extractConvParamsFactory(), extractFCParamsFactory() (+20 more)

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 - "account-client.js"

Cohesion: 0.80 Nodes (5): browser(), init(), read(), rememberKind(), request()

Community 65 - "微信登录接入与公网部署说明"

Cohesion: 0.22 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 - "wechat-browser.mjs"

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

Community 68 - "analyze-timeout.js"

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

Community 71 - "production-loop.mjs"

Cohesion: 0.50 Nodes (3): artifacts, errors, samples

Community 77 - "drawFaceExpressions"

Cohesion: 0.22 Nodes (8): DrawBox(), drawDetections(), drawFaceExpressions(), DrawFaceLandmarks(), FaceExpressions(), isWithFaceDetection(), isWithFaceExpressions(), isWithFaceLandmarks()

Community 78 - "n"

Cohesion: 0.10 Nodes (31): be(), bi(), ce(), de(), Ef(), er(), fe(), Ie() (+23 more)

Community 79 - "微信登录联调-2026-10-12.md"

Cohesion: 0.29 Nodes (4): 体验变化, 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 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 - "FaceLandmarks"

Cohesion: 0.08 Nodes (12): bgrToRgbTensor(), Dimensions(), extendWithFaceLandmarks(), FaceLandmarks(), FaceLandmarks5(), FaceLandmarks68(), getCenterPoint(), isValidNumber() (+4 more)

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 94 - "Box"

Cohesion: 0.20 Nodes (3): Box(), isDimensions(), ObjectDetection()

Knowledge Gaps

  • 198 isolated node(s): source, document_size, pages, assets, layers (+193 more) These have ≤1 connection - possible missing edges or undocumented components.
  • 21 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 r() connect r to face-api.js, .toBatchTensor, server.js, n, i, C? High betweenness centrality (0.063) - this node is a cross-community bridge.
  • Why does renderReport() connect app.js to k, n? High betweenness centrality (0.051) - this node is a cross-community bridge.
  • Why does k() connect k to face-api.js, app.js, r, lib/accounts.js, n, C? High betweenness centrality (0.047) - this node is a cross-community bridge.
  • Are the 24 inferred relationships involving n() (e.g. with newRecordId() and ae()) actually correct? n() has 24 INFERRED edges - model-reasoned connections that need verification.
  • Are the 27 inferred relationships involving r() (e.g. with handleExport() and handleRecordsQuery()) actually correct? r() has 27 INFERRED edges - model-reasoned connections that need verification.
  • Are the 7 inferred relationships involving t() (e.g. with renderReport() and e()) actually correct? t() has 7 INFERRED edges - model-reasoned connections that need verification.
  • What connects source, document_size, pages to the rest of the system? 198 weakly-connected nodes found - possible documentation gaps or missing edges.