# Graph Report - juzi  (2026-10-12)

## Corpus Check
- 66 files · ~4,184,136 words
- Verdict: corpus is large enough that graph structure adds value.

## Summary
- 1188 nodes · 2566 edges · 83 communities (66 shown, 17 thin omitted)
- Extraction: 93% EXTRACTED · 7% INFERRED · 0% AMBIGUOUS · INFERRED: 179 edges (avg confidence: 0.53)
- Token cost: 0 input · 0 output

## Graph Freshness
- Built from commit: `7518dc23`
- 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
- i
- n
- .runAndExtendWithFaceDetections
- Box
- admin.js
- __awaiter
- AgeGenderNet
- lib/accounts.js
- server.js
- files
- FaceLandmarks68
- .runAndExtendWithFaceDetection
- 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
- ComputeAllFaceDescriptorsTask
- 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
- .loadFromDisk
- 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
- extractFaceTensors
- report-ui.js
- regression.js
- .dispose
- call_skinanalyze.sh
- NeuralNetwork
- 提交前 Review（2026-10-11）
- e2e-browser.mjs
- account-client.js
- k
- wechat-browser.mjs
- ui-20261009.mjs
- analyze-timeout.js
- misans/README.md
- .draw
- production-loop.mjs
- build_report_copy.py
- TinyYolov2
- drawFaceExpressions
- .toString
- isValidNumber
- 线上微信登录部署记录
- ComputeSingleFaceDescriptorTask
- PredictAllFaceExpressionsTask

## 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 (83 total, 17 thin omitted)

### Community 0 - "face-api.js"
Cohesion: 0.02
Nodes (35): cn(), computeReshapedDimensions(), createBrowserEnv(), createFileSystem(), createNodejsEnv(), dr(), en(), FaceDetection() (+27 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: 0.06
Nodes (74): applyMirror(), armNudge(), beginDetect(), bindBackdropClose(), busyWithFlow(), captureFromVideo(), checkStill(), closeOverlay() (+66 more)

### Community 3 - "skin-score.js"
Cohesion: 0.12
Nodes (45): acneGrade(), buildViewModel(), calcAcne(), calcContour(), calcSens(), calcSmooth(), calcTone(), calcWrinkles() (+37 more)

### Community 4 - "i"
Cohesion: 0.09
Nodes (42): a(), bf(), cf(), d(), da(), dn(), DrawBox(), drawContour() (+34 more)

### Community 5 - "n"
Cohesion: 0.11
Nodes (37): ae(), b(), be(), bi(), ce(), de(), e(), Ef() (+29 more)

### Community 7 - "Box"
Cohesion: 0.10
Nodes (11): Box(), extendWithFaceDescriptor(), extendWithFaceDetection(), extendWithFaceLandmarks(), FaceLandmarks(), FaceRecognitionNet(), isWithFaceDetection(), isWithFaceLandmarks() (+3 more)

### 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 (13): __awaiter(), extendWithFaceExpressions(), extractAllFacesAndComputeResults(), extractSingleFaceAndComputeResult(), fetchImage(), fetchJson(), fetchNetWeights(), fetchOrThrow() (+5 more)

### Community 10 - "AgeGenderNet"
Cohesion: 0.05
Nodes (31): AgeGenderNet(), conv(), conv$1(), convDown(), convLayer(), convLayer$1(), convNoRelu(), convWithBatchNorm() (+23 more)

### Community 11 - "lib/accounts.js"
Cohesion: 0.17
Nodes (19): atomic(), body(), cookie(), cookies(), crypto, fs, json(), login() (+11 more)

### Community 12 - "server.js"
Cohesion: 0.08
Nodes (49): accounts, appendRecord(), callFacepp(), CRED, csvCell(), DATA_DIR, displaySkinAge(), dumpRaw() (+41 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 - "FaceLandmarks68"
Cohesion: 0.19
Nodes (3): FaceLandmarks5(), FaceLandmarks68(), getCenterPoint()

### Community 15 - ".runAndExtendWithFaceDetection"
Cohesion: 0.33
Nodes (5): allFacesMtcnn(), allFacesSsdMobilenetv1(), allFacesTinyYolov2(), detectAllFaces(), DetectSingleFaceTask()

### 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: 0.19
Nodes (19): awaitMediaLoaded(), bufferToImage(), createCanvas(), createCanvasFromMedia(), extractFaces(), extractImagePatches(), getContext2dOrThrow(), getEnv() (+11 more)

### Community 18 - "1'me 在线肌肤测试 H5"
Cohesion: 0.05
Nodes (33): 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, 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 (+25 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: 0.06
Nodes (33): boxPredictionLayer(), decodeBoxesLayer(), depthwiseConvLayer(), disposeUnusedWeightTensors(), extractorsFactory$3(), extractorsFactory$5(), extractorsFactory$7(), extractorsFactory$9() (+25 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 - "wi"
Cohesion: 0.20
Nodes (12): Ci(), Ei(), Fi(), Ii(), ki(), pe(), Qt(), ri() (+4 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: 0.08
Nodes (33): bn(), Bo(), C(), cd(), cl(), co(), eo(), fn() (+25 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: 0.33
Nodes (6): ao(), Do(), io(), oo(), 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 38 - "FaceLandmark68Net"
Cohesion: 0.17
Nodes (3): FaceLandmark68Net(), PredictSingleAgeAndGenderWithFaceAlignmentTask(), PredictSingleFaceExpressionsWithFaceAlignmentTask()

### 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 - ".loadFromDisk"
Cohesion: 0.29
Nodes (3): ComposableTask(), getModelUris(), TinyFaceDetector()

### 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 - "extractFaceTensors"
Cohesion: 0.29
Nodes (3): DetectAllFaceLandmarksTask(), extractFaceTensors(), isTensor3D()

### 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: 0.16
Nodes (12): extractBoundingBoxes(), getSizesForScale(), iou(), nonMaxSuppression(), nonMaxSuppression$1(), normalize$1(), rescaleAndNormalize(), scale() (+4 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: 0.90
Nodes (4): browser(), init(), read(), request()

### Community 65 - "k"
Cohesion: 0.13
Nodes (16): ba(), ca(), fa(), gn(), k(), kn(), pa(), tt() (+8 more)

### Community 66 - "wechat-browser.mjs"
Cohesion: 0.40
Nodes (4): createAccounts, h5, require, root

### 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: 0.50
Nodes (3): drawFaceExpressions(), FaceExpressions(), isWithFaceExpressions()

### Community 78 - ".toString"
Cohesion: 0.50
Nodes (3): FaceMatch(), la(), pr()

### Community 79 - "isValidNumber"
Cohesion: 0.33
Nodes (5): bgrToRgbTensor(), Dimensions(), isValidNumber(), isValidProbablitiy(), isWithGender()

### Community 80 - "线上微信登录部署记录"
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

## Knowledge Gaps
- **183 isolated node(s):** `source`, `document_size`, `pages`, `assets`, `layers` (+178 more)
  These have ≤1 connection - possible missing edges or undocumented components.
- **17 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 `k()` connect `k` to `face-api.js`, `app.js`, `i`, `n`, `lib/accounts.js`?**
  _High betweenness centrality (0.061) - this node is a cross-community bridge._
- **Why does `r()` connect `n` to `face-api.js`, `i`, `AgeGenderNet`, `server.js`, `.toString`, `wi`, `C`?**
  _High betweenness centrality (0.050) - this node is a cross-community bridge._
- **Why does `renderReport()` connect `app.js` to `k`, `n`?**
  _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?**
  _183 weakly-connected nodes found - possible documentation gaps or missing edges._