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# Graph Report - juzi (2026-09-28)
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## Corpus Check
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- 31 files · ~1,845,638 words
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- Verdict: corpus is large enough that graph structure adds value.
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## Summary
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- 900 nodes · 2117 edges · 67 communities (46 shown, 21 thin omitted)
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- Extraction: 92% EXTRACTED · 8% INFERRED · 0% AMBIGUOUS · INFERRED: 168 edges (avg confidence: 0.52)
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- Token cost: 0 input · 0 output
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## Graph Freshness
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- Built from commit: `4e3d915b`
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- Run `git rev-parse HEAD` and compare to check if the graph is stale.
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- Run `graphify update .` after code changes (no API cost).
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## Community Hubs (Navigation)
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- face-api.js
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- n
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- app.js
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- skin-score.js
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- isTensor
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- .toBatchTensor
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- getEnv
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- FaceLandmarks
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- disposeUnusedWeightTensors
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- __awaiter
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- extractWeightEntryFactory
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- FaceProcessor
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- server.js
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- files
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- extractAllFacesAndComputeResults
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- .runAndExtendWithFaceDetection
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- 巨子测肤 · 1'me 在线肌肤测试 — UI 设计规范
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- extractFaces
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- 1'me 在线肌肤测试 H5
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- head-pose.js
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- build_fixtures.py
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- .forwardInput
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- .loadFromDisk
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- facepp-skinanalyze（旷视皮肤分析专业版调用技能）
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- 巨子测肤 · 1'me 语音播报内容设计文档 V1.0
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- extractParamsFromWeigthMap$1
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- wi
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- gen_voice.py
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- initialize
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- face-api.js 本地化依赖（h5/vendor/faceapi/）
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- regression.js
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- isValidNumber
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- FaceMatcher
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- build-fixture.py
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- DetectSingleFaceLandmarksTask
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- so
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- tt
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- TinyYolov2
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- cn
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- .computeFaceDescriptor
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- SsdMobilenetv1
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- dr
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- FaceLandmark68Net
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- rescaleAndNormalize
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- PredictAllAgeAndGenderWithFaceAlignmentTask
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- PredictAllFaceExpressionsWithFaceAlignmentTask
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- PredictSingleAgeAndGenderWithFaceAlignmentTask
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- PredictSingleFaceExpressionsWithFaceAlignmentTask
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- Yo
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- call_skinanalyze_3view.sh
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- TinyXception
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- Vc
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- FaceDetection
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- ff
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- ge
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- sa
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- po
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- .dispose
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- call_skinanalyze.sh
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- .extractWeights
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- NeuralNetwork
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- e2e-browser.mjs
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- AgeGenderNet
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- FaceExpressionNet
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- PredictSingleFaceExpressionsTask
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## God Nodes (most connected - your core abstractions)
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1. `__awaiter()` - 59 edges
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2. `__generator()` - 59 edges
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3. `n()` - 36 edges
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4. `t()` - 33 edges
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5. `i()` - 33 edges
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6. `r()` - 32 edges
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7. `C()` - 32 edges
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8. `toNetInput()` - 27 edges
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9. `e()` - 22 edges
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10. `f()` - 20 edges
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## Surprising Connections (you probably didn't know these)
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- `detectFrame()` --indirect_call--> `d()` [INFERRED]
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h5/js/app.js → h5/vendor/faceapi/face-api.js
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- `vizCompose()` --indirect_call--> `h()` [INFERRED]
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h5/js/app.js → h5/vendor/faceapi/face-api.js
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- `vizCompose()` --indirect_call--> `rh()` [INFERRED]
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h5/js/app.js → h5/vendor/faceapi/face-api.js
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- `vizCompose()` --indirect_call--> `w()` [INFERRED]
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h5/js/app.js → h5/vendor/faceapi/face-api.js
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- `renderReport()` --indirect_call--> `t()` [INFERRED]
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h5/js/app.js → h5/vendor/faceapi/face-api.js
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## Import Cycles
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- None detected.
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## Communities (67 total, 21 thin omitted)
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### Community 0 - "face-api.js"
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Cohesion: 0.02
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Nodes (38): bn(), ca(), cd(), ce(), dn(), ee(), er(), et() (+30 more)
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### Community 1 - "n"
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Cohesion: 0.07
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Nodes (85): a(), ae(), ao(), b(), ba(), be(), bf(), bi() (+77 more)
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### Community 2 - "app.js"
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Cohesion: 0.06
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Nodes (71): afterCurrent(), applyMirror(), armNudge(), beginCountdown(), beginDetect(), bindBackdropClose(), busyWithFlow(), cancelCountdown() (+63 more)
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### Community 3 - "skin-score.js"
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Cohesion: 0.12
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Nodes (44): acneGrade(), buildViewModel(), calcAcne(), calcContour(), calcSens(), calcSmooth(), calcTone(), calcWrinkles() (+36 more)
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### Community 4 - "isTensor"
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Cohesion: 0.33
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Nodes (5): extractorsFactory$3(), extractParamsFromWeigthMap$4(), isTensor(), isTensor1D(), isTensor2D()
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### Community 5 - ".toBatchTensor"
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Cohesion: 0.08
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Nodes (30): conv(), conv$1(), convDown(), convLayer(), convLayer$1(), convNoRelu(), convWithBatchNorm(), denseBlock3() (+22 more)
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### Community 6 - "getEnv"
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Cohesion: 0.09
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Nodes (26): awaitMediaLoaded(), bufferToImage(), createCanvas(), createCanvasFromMedia(), DetectAllFacesTask(), DrawBox(), drawDetections(), drawFaceExpressions() (+18 more)
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### Community 7 - "FaceLandmarks"
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Cohesion: 0.06
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Nodes (16): bgrToRgbTensor(), extendWithFaceLandmarks(), FaceLandmark68NetBase(), FaceLandmarks(), FaceLandmarks5(), FaceLandmarks68(), getCenterPoint(), isDimensions() (+8 more)
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### Community 8 - "disposeUnusedWeightTensors"
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Cohesion: 0.22
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Nodes (6): disposeUnusedWeightTensors(), extractorsFactory$9(), extractParamsFromWeigthMap(), extractParamsFromWeigthMap$6(), extractParamsFromWeigthMap$7(), extractParamsFromWeigthMapTiny()
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### Community 9 - "__awaiter"
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Cohesion: 0.22
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Nodes (8): __awaiter(), fetchImage(), fetchJson(), fetchNetWeights(), fetchOrThrow(), __generator(), Mtcnn(), toNetInput()
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### Community 10 - "extractWeightEntryFactory"
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Cohesion: 0.53
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Nodes (6): extractorsFactory$7(), extractWeightEntryFactory(), loadConvParamsFactory(), loadParamsFactory(), loadParamsFactory$1(), loadSeparableConvParamsFactory()
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### Community 11 - "FaceProcessor"
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Cohesion: 0.24
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Nodes (3): extractParams$1(), FaceLandmark68TinyNet(), FaceProcessor()
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### Community 12 - "server.js"
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Cohesion: 0.14
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Nodes (16): callFacepp(), CRED, DATA_DIR, ERR_MSG, fs, handleAnalyze(), http, isUsableB64() (+8 more)
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### Community 13 - "files"
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Cohesion: 0.12
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Nodes (15): files, analyze-fail, analyzing, countdown-321, hint-far, hint-front, hint-hold, hint-near (+7 more)
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### Community 14 - "extractAllFacesAndComputeResults"
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Cohesion: 0.15
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Nodes (8): extendWithAge(), extendWithFaceExpressions(), extendWithGender(), extractAllFacesAndComputeResults(), extractSingleFaceAndComputeResult(), PredictAllAgeAndGenderTask(), PredictAllFaceExpressionsTask(), PredictSingleAgeAndGenderTask()
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### Community 15 - ".runAndExtendWithFaceDetection"
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Cohesion: 0.23
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Nodes (6): allFacesMtcnn(), allFacesSsdMobilenetv1(), allFacesTinyYolov2(), DetectAllFaceLandmarksTask(), detectAllFaces(), DetectSingleFaceTask()
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### Community 16 - "巨子测肤 · 1'me 在线肌肤测试 — UI 设计规范"
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Cohesion: 0.15
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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)
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### Community 17 - "extractFaces"
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Cohesion: 0.22
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Nodes (6): Box(), extractFaces(), extractFaceTensors(), imageTensorToCanvas(), isTensor3D(), isTensor4D()
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### Community 18 - "1'me 在线肌肤测试 H5"
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Cohesion: 0.18
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Nodes (10): 1'me 在线肌肤测试 H5, Windows 本机部署(提测用), 密钥配置, 已知占位清单, 技术说明, 拍照交互(引导式自动三连拍), 本地运行, 检测流程与评分渲染 (+2 more)
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### Community 19 - "head-pose.js"
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Cohesion: 0.33
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Nodes (8): assertPoints(), check(), clamp(), dist(), estimate(), makeFrontal(), makeSide(), midpoint()
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### Community 20 - "build_fixtures.py"
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Cohesion: 0.40
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Nodes (9): build_case1(), build_case2(), build_truth(), col(), dump(), main(), parse_value(), set_path() (+1 more)
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### Community 21 - ".forwardInput"
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Cohesion: 0.22
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Nodes (9): boxPredictionLayer(), decodeBoxesLayer(), depthwiseConvLayer(), getCenterCoordinatesAndSizesLayer(), getStridesForLayerIdx(), mobileNetV1(), outputLayer(), pointwiseConvLayer() (+1 more)
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### Community 22 - ".loadFromDisk"
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Cohesion: 0.19
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Nodes (5): ComposableTask(), getModelUris(), Gf(), loadWeightMap(), TinyFaceDetector()
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### Community 23 - "facepp-skinanalyze（旷视皮肤分析专业版调用技能）"
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Cohesion: 0.20
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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)
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### Community 24 - "巨子测肤 · 1'me 语音播报内容设计文档 V1.0"
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Cohesion: 0.22
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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
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### Community 25 - "extractParamsFromWeigthMap$1"
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Cohesion: 0.40
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Nodes (3): extractParamsFromWeigthMap$1(), extractParamsFromWeigthMap$3(), seperateWeightMaps()
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### Community 26 - "wi"
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Cohesion: 0.28
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Nodes (9): Ci(), Ei(), Fi(), Ii(), ki(), pe(), ri(), wi() (+1 more)
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### Community 27 - "gen_voice.py"
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Cohesion: 0.30
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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)
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### Community 28 - "initialize"
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Cohesion: 0.29
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Nodes (7): createBrowserEnv(), createFileSystem(), createNodejsEnv(), initialize(), isBrowser(), monkeyPatch(), setEnv()
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### Community 29 - "face-api.js 本地化依赖（h5/vendor/faceapi/）"
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Cohesion: 0.29
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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
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### Community 30 - "regression.js"
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Cohesion: 0.60
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Nodes (5): diffCtx(), loadJSON(), main(), okNum(), okStr()
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### Community 31 - "isValidNumber"
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Cohesion: 0.50
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Nodes (4): Dimensions(), isValidNumber(), isValidProbablitiy(), isWithGender()
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### Community 33 - "build-fixture.py"
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Cohesion: 0.60
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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()
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### Community 36 - "so"
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Cohesion: 0.50
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Nodes (4): Do(), io(), so(), To()
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### Community 37 - "tt"
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Cohesion: 0.50
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Nodes (4): kn(), tt(), wo(), z()
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### Community 39 - "cn"
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Cohesion: 0.67
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Nodes (3): cn(), en(), yn()
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### Community 40 - ".computeFaceDescriptor"
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Cohesion: 0.18
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Nodes (4): ComputeAllFaceDescriptorsTask(), ComputeSingleFaceDescriptorTask(), extendWithFaceDescriptor(), FaceRecognitionNet()
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### Community 41 - "SsdMobilenetv1"
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Cohesion: 0.40
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Nodes (3): extractorsFactory$5(), extractParamsFromWeigthMap$5(), SsdMobilenetv1()
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### Community 42 - "dr"
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Cohesion: 0.67
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Nodes (3): dr(), na(), ta()
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### Community 44 - "rescaleAndNormalize"
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Cohesion: 0.67
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Nodes (3): getSizesForScale(), normalize$1(), rescaleAndNormalize()
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### Community 49 - "Yo"
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Cohesion: 0.67
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Nodes (3): qo(), Xo(), Yo()
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### Community 58 - ".dispose"
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Cohesion: 0.14
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Nodes (13): computeReshapedDimensions(), extractBoundingBoxes(), iou(), isEven(), nonMaxSuppression(), nonMaxSuppression$1(), pyramidDown(), scale() (+5 more)
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### Community 61 - ".extractWeights"
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Cohesion: 0.08
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Nodes (25): createFaceDetectionNet(), createFaceRecognitionNet(), createMtcnn(), createSsdMobilenetv1(), createTinyFaceDetector(), createTinyYolov2(), extractConvParamsFactory(), extractFCParamsFactory() (+17 more)
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### Community 63 - "e2e-browser.mjs"
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Cohesion: 0.29
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Nodes (4): EXPECTED, fails, pageErrors, pwRoot
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## Knowledge Gaps
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- **63 isolated node(s):** `step1-front`, `step2-rightface`, `step3-leftface`, `hint-noface`, `hint-near` (+58 more)
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These have ≤1 connection - possible missing edges or undocumented components.
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- **21 thin communities (<3 nodes) omitted from report** — run `graphify query` to explore isolated nodes.
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## Suggested Questions
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_Questions this graph is uniquely positioned to answer:_
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- **Why does `val()` connect `skin-score.js` to `extractFaces`?**
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_High betweenness centrality (0.083) - this node is a cross-community bridge._
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- **Why does `vizCompose()` connect `app.js` to `n`?**
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_High betweenness centrality (0.058) - this node is a cross-community bridge._
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- **Why does `Box()` connect `extractFaces` to `face-api.js`, `.dispose`, `isValidNumber`, `FaceLandmarks`?**
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_High betweenness centrality (0.058) - this node is a cross-community bridge._
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- **Are the 23 inferred relationships involving `n()` (e.g. with `ae()` and `be()`) actually correct?**
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_`n()` has 23 INFERRED edges - model-reasoned connections that need verification._
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- **Are the 7 inferred relationships involving `t()` (e.g. with `renderReport()` and `e()`) actually correct?**
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_`t()` has 7 INFERRED edges - model-reasoned connections that need verification._
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- **Are the 9 inferred relationships involving `i()` (e.g. with `da()` and `f()`) actually correct?**
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_`i()` has 9 INFERRED edges - model-reasoned connections that need verification._
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- **What connects `step1-front`, `step2-rightface`, `step3-leftface` to the rest of the system?**
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_63 weakly-connected nodes found - possible documentation gaps or missing edges._
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Reference in New Issue
Block a user