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# Graph Report - juzi (2026-10-11)
## Corpus Check
- 59 files · ~4,180,488 words
- Verdict: corpus is large enough that graph structure adds value.
## Summary
- 1133 nodes · 2496 edges · 75 communities (57 shown, 18 thin omitted)
- Extraction: 93% EXTRACTED · 7% INFERRED · 0% AMBIGUOUS · INFERRED: 178 edges (avg confidence: 0.53)
- Token cost: 0 input · 0 output
## Graph Freshness
- Built from commit: `ee744b6b`
- 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
- t
- app.js
- skin-score.js
- n
- normalize
- drawFaceExpressions
- Box
- admin.js
- __awaiter
- AgeGenderNet
- lib/accounts.js
- server.js
- files
- .predictAgeAndGender
- .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
- .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
- i
- face-api.js 本地化依赖(h5/vendor/faceapi/)
- ui-20261009/manifest.json
- .toString
- FaceMatcher
- build-fixture.py
- DetectSingleFaceLandmarksTask
- C
- UI 外发版 10.09 图片资源
- TinyYolov2
- UI交互界面调整
- ComputeAllFaceDescriptorsTask
- .draw
- export_psd_assets.py
- FaceLandmark68Net
- start-local.sh
- PredictAllAgeAndGenderWithFaceAlignmentTask
- PredictAllFaceExpressionsWithFaceAlignmentTask
- k
- PredictSingleFaceExpressionsWithFaceAlignmentTask
- 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
- FaceLandmarks68
- .forwardInput
- regression.js
- .dispose
- call_skinanalyze.sh
- NeuralNetwork
- 提交前 Review(2026-10-11)
- e2e-browser.mjs
- account-client.js
- PredictSingleFaceExpressionsTask
- .runAndExtendWithFaceDetections
- ui-20261009.mjs
- ComputeSingleFaceDescriptorTask
- misans/README.md
- extractFaceTensors
- build_report_copy.py
## 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. `f()` - 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 (75 total, 18 thin omitted)
### Community 0 - "face-api.js"
Cohesion: 0.02
Nodes (32): cn(), computeReshapedDimensions(), createBrowserEnv(), createFileSystem(), createNodejsEnv(), dr(), en(), extractBoundingBoxes() (+24 more)
### Community 1 - "t"
Cohesion: 0.08
Nodes (33): be(), bi(), Bo(), ce(), de(), e(), Ef(), er() (+25 more)
### 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 (44): acneGrade(), buildViewModel(), calcAcne(), calcContour(), calcSens(), calcSmooth(), calcTone(), calcWrinkles() (+36 more)
### Community 4 - "n"
Cohesion: 0.17
Nodes (32): a(), ae(), bf(), cf(), d(), drawContour(), dt(), ea() (+24 more)
### Community 5 - "normalize"
Cohesion: 0.09
Nodes (26): conv(), conv$1(), convDown(), convLayer(), convLayer$1(), convNoRelu(), convWithBatchNorm(), denseBlock3() (+18 more)
### Community 6 - "drawFaceExpressions"
Cohesion: 0.22
Nodes (6): DrawBox(), drawDetections(), drawFaceExpressions(), DrawFaceLandmarks(), FaceExpressions(), isWithFaceExpressions()
### Community 7 - "Box"
Cohesion: 0.13
Nodes (6): Box(), DetectAllFaceLandmarksTask(), extendWithFaceLandmarks(), FaceLandmarks(), minBbox(), ObjectDetection()
### Community 8 - "admin.js"
Cohesion: 0.25
Nodes (23): api(), bind(), closeDetail(), collectFilters(), dimsHtml(), doRetry(), dSec(), el() (+15 more)
### Community 9 - "__awaiter"
Cohesion: 0.14
Nodes (12): __awaiter(), extendWithFaceDescriptor(), extractSingleFaceAndComputeResult(), FaceRecognitionNet(), fetchImage(), fetchJson(), fetchNetWeights(), fetchOrThrow() (+4 more)
### Community 10 - "AgeGenderNet"
Cohesion: 0.10
Nodes (6): AgeGenderNet(), extractParams$1(), FaceExpressionNet(), FaceLandmark68NetBase(), FaceLandmark68TinyNet(), FaceProcessor()
### Community 11 - "lib/accounts.js"
Cohesion: 0.07
Nodes (40): build(), count(), fill(), numeric(), atomic(), body(), cookie(), cookies() (+32 more)
### Community 12 - "server.js"
Cohesion: 0.08
Nodes (48): accounts, appendRecord(), callFacepp(), CRED, csvCell(), DATA_DIR, dumpRaw(), ERR_MSG (+40 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 - ".predictAgeAndGender"
Cohesion: 0.28
Nodes (4): extendWithAge(), extendWithGender(), PredictAllAgeAndGenderTask(), PredictSingleAgeAndGenderTask()
### 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: 0.07
Nodes (27): 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, 公网服务器配置, 公网真机验收清单, 反向代理与后台保护 (+19 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: 0.25
Nodes (3): ComposableTask(), getModelUris(), 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: 0.32
Nodes (8): Ci(), Ei(), Fi(), Ii(), ki(), ri(), wi(), Xt()
### 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 - "i"
Cohesion: 0.08
Nodes (32): ba(), bn(), ca(), cl(), da(), dn(), ee(), et() (+24 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 31 - ".toString"
Cohesion: 0.33
Nodes (5): FaceMatch(), la(), pr(), pt(), vt()
### 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 - "C"
Cohesion: 0.08
Nodes (29): ao(), C(), cd(), co(), Do(), eo(), fo(), Ft() (+21 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 42 - "export_psd_assets.py"
Cohesion: 0.70
Nodes (4): bounds(), layer_at(), main(), save_image()
### Community 44 - "start-local.sh"
Cohesion: 0.50
Nodes (3): HOST, PORT, start-local.sh script
### Community 47 - "k"
Cohesion: 0.18
Nodes (11): b(), gn(), k(), kn(), ne(), tt(), wo(), Yt() (+3 more)
### 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 - "FaceLandmarks68"
Cohesion: 0.19
Nodes (3): FaceLandmarks5(), FaceLandmarks68(), getCenterPoint()
### Community 56 - ".forwardInput"
Cohesion: 0.22
Nodes (9): boxPredictionLayer(), decodeBoxesLayer(), depthwiseConvLayer(), getCenterCoordinatesAndSizesLayer(), getStridesForLayerIdx(), mobileNetV1(), outputLayer(), pointwiseConvLayer() (+1 more)
### Community 57 - "regression.js"
Cohesion: 0.60
Nodes (5): diffCtx(), loadJSON(), main(), okNum(), okStr()
### Community 58 - ".dispose"
Cohesion: 0.15
Nodes (12): getSizesForScale(), iou(), nonMaxSuppression(), nonMaxSuppression$1(), normalize$1(), rescaleAndNormalize(), scale(), SsdMobilenetv1() (+4 more)
### Community 61 - "NeuralNetwork"
Cohesion: 0.05
Nodes (32): bgrToRgbTensor(), createFaceDetectionNet(), createFaceRecognitionNet(), createMtcnn(), createSsdMobilenetv1(), createTinyFaceDetector(), createTinyYolov2(), Dimensions() (+24 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 71 - "extractFaceTensors"
Cohesion: 0.18
Nodes (9): extendWithFaceDetection(), extendWithFaceExpressions(), extractAllFacesAndComputeResults(), extractFaceTensors(), isTensor3D(), isWithFaceDetection(), isWithFaceLandmarks(), PredictAllFaceExpressionsTask() (+1 more)
## Knowledge Gaps
- **152 isolated node(s):** `source`, `document_size`, `pages`, `assets`, `layers` (+147 more)
These have ≤1 connection - possible missing edges or undocumented components.
- **18 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`, `t`, `app.js`, `n`, `lib/accounts.js`, `i`?**
_High betweenness centrality (0.078) - this node is a cross-community bridge._
- **Why does `renderReport()` connect `app.js` to `t`, `k`?**
_High betweenness centrality (0.058) - this node is a cross-community bridge._
- **Why does `rate()` connect `lib/accounts.js` to `k`?**
_High betweenness centrality (0.055) - 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?**
_152 weakly-connected nodes found - possible documentation gaps or missing edges._