diff --git a/graphify-out/.graphify_labels.json b/graphify-out/.graphify_labels.json new file mode 100644 index 0000000..f096abd --- /dev/null +++ b/graphify-out/.graphify_labels.json @@ -0,0 +1,69 @@ +{ + "0": "face-api.js", + "1": "n", + "2": "app.js", + "3": "skin-score.js", + "4": "isTensor", + "5": ".toBatchTensor", + "6": "getEnv", + "7": "FaceLandmarks", + "8": "disposeUnusedWeightTensors", + "9": "__awaiter", + "10": "extractWeightEntryFactory", + "11": "FaceProcessor", + "12": "server.js", + "13": "files", + "14": "extractAllFacesAndComputeResults", + "15": ".runAndExtendWithFaceDetection", + "16": "巨子测肤 · 1'me 在线肌肤测试 — UI 设计规范", + "17": "extractFaces", + "18": "1'me 在线肌肤测试 H5", + "19": "head-pose.js", + "20": "build_fixtures.py", + "21": ".forwardInput", + "22": ".loadFromDisk", + "23": "facepp-skinanalyze(旷视皮肤分析专业版调用技能)", + "24": "巨子测肤 · 1'me 语音播报内容设计文档 V1.0", + "25": "extractParamsFromWeigthMap$1", + "26": "wi", + "27": "gen_voice.py", + "28": "initialize", + "29": "face-api.js 本地化依赖(h5/vendor/faceapi/)", + "30": "regression.js", + "31": "isValidNumber", + "32": "FaceMatcher", + "33": "build-fixture.py", + "34": "smoke-test.js", + "35": "DetectSingleFaceLandmarksTask", + "36": "so", + "37": "tt", + "38": "TinyYolov2", + "39": "cn", + "40": ".computeFaceDescriptor", + "41": "SsdMobilenetv1", + "42": "dr", + "43": "FaceLandmark68Net", + "44": "rescaleAndNormalize", + "45": "PredictAllAgeAndGenderWithFaceAlignmentTask", + "46": "PredictAllFaceExpressionsWithFaceAlignmentTask", + "47": "PredictSingleAgeAndGenderWithFaceAlignmentTask", + "48": "PredictSingleFaceExpressionsWithFaceAlignmentTask", + "49": "Yo", + "50": "call_skinanalyze_3view.sh", + "51": "TinyXception", + "52": "Vc", + "53": "FaceDetection", + "54": "ff", + "55": "ge", + "56": "sa", + "57": "po", + "58": ".dispose", + "59": "call_skinanalyze.sh", + "60": "report-fixture.js", + "61": ".extractWeights", + "62": "NeuralNetwork", + "63": "e2e-browser.mjs", + "64": "AgeGenderNet", + "66": "FaceExpressionNet", + "71": "PredictSingleFaceExpressionsTask" +} diff --git a/graphify-out/.graphify_labels.json.sig b/graphify-out/.graphify_labels.json.sig new file mode 100644 index 0000000..24f5032 --- /dev/null +++ b/graphify-out/.graphify_labels.json.sig @@ -0,0 +1 @@ +{"0": "084975bb68797cf4", "1": "6c6ce24229e04595", "2": "64f07a78d61df933", "3": "8ac814cdb72a1a7d", "4": "c18a4a8fab272cc6", "5": "7f62d3cc90a92195", "6": "865611558d18274c", "7": "e7b6c52cb9523ba1", "8": "934b465b2e687d3d", "9": "31a3a505422c0528", "10": "f943c63a37873e9e", "11": "9ed244ba3453a0c1", "12": "8d1af962d46ec19f", "13": "7e3b558a587a4ebe", "14": "2681c1b3f4f3539e", "15": "8bd61518dd267641", "16": "95add6a975c0cb72", "17": "d5ee72467704e6f0", "18": "fd0841b607871dc7", "19": "0a373ad2197fd1a6", "20": "aecf2fce44ba49c5", "21": "880a74c6d255e5cc", "22": "1c67ad3d97e5c622", "23": "90fac00055070ce2", "24": "f85b5b1634224c86", "25": "79d2843a716971c8", "26": "83b0fd3b14363e4d", "27": "eab427ce9a5219e9", "28": "eb3733e409dc7411", "29": "c608f1c6492e1cb1", "30": "f2a40b5f1b29f669", "31": "8f647d3ce08ecd2b", "32": "f6bcf56c4589316b", "33": "75f750c5b7d9f63d", "34": "f024ff7942935690", "35": "23f1d406f6c779ae", "36": "c55f872b3e16ab6f", "37": "3088ae48043ee39d", "38": "c96276581a8c98d4", "39": "932f010dc6115fb4", "40": "444ef0744645f5ac", "41": "386a184c6bd5a40e", "42": "2bfc96d4090afd84", "43": "9a25b1230b5fe649", "44": "8d5f4e992bac9095", "45": "92ab3e5134ed8685", "46": "65718282b3c32109", "47": "01f68dfc34a29d32", "48": "8c471c7baeaaca54", "49": "a54008a71fdd44fa", "50": "bbb2b57d72922b16", "51": "0985ce7473fdd021", "52": "c5a22f1501fe85b7", "53": "287d60115d9acda8", "54": "1331494302f6c136", "55": "f42d242a020b2f05", "56": "2537fe1309d3ab9a", "57": "7862e3ee5a214160", "58": "440ae90e84499b6f", "59": "891f59cda3708718", "60": "a505b7de6257a4e8", "61": "151209871c761759", "62": "d96493a5f110bd4c", "63": "c256b43f75d7809e", "64": "512a2535c88c4284", "66": "e858d75e995c92e5", "71": "cb5ac3401283c378"} \ No newline at end of file diff --git a/graphify-out/.graphify_root b/graphify-out/.graphify_root new file mode 100644 index 0000000..945c9b4 --- /dev/null +++ b/graphify-out/.graphify_root @@ -0,0 +1 @@ +. \ No newline at end of file diff --git a/graphify-out/2026-09-27/.graphify_labels.json b/graphify-out/2026-09-27/.graphify_labels.json new file mode 100644 index 0000000..475d1af --- /dev/null +++ b/graphify-out/2026-09-27/.graphify_labels.json @@ -0,0 +1,63 @@ +{ + "0": "face-api.js", + "1": "n", + "2": "app.js", + "3": "skin-score.js", + "4": "NeuralNetwork", + "5": ".toBatchTensor", + "6": "getEnv", + "7": "FaceLandmarks", + "8": "disposeUnusedWeightTensors", + "9": "__awaiter", + "10": ".dispose", + "11": "AgeGenderNet", + "12": "server.js", + "13": "files", + "14": "extractAllFacesAndComputeResults", + "15": ".runAndExtendWithFaceDetection", + "16": "巨子测肤 · 1'me 在线肌肤测试 — UI 设计规范", + "17": "extractFaces", + "18": "1'me 在线肌肤测试 H5", + "19": "head-pose.js", + "20": "build_fixtures.py", + "21": ".forwardInput", + "22": ".loadFromDisk", + "23": "facepp-skinanalyze(旷视皮肤分析专业版调用技能)", + "24": "巨子测肤 · 1'me 语音播报内容设计文档 V1.0", + "25": ".predictAgeAndGender", + "26": "wi", + "27": "to_mp3", + "28": "initialize", + "29": "face-api.js 本地化依赖(h5/vendor/faceapi/)", + "30": "regression.js", + "31": "isValidNumber", + "32": "FaceMatcher", + "33": "build-fixture.py", + "34": "smoke-test.js", + "35": "DetectSingleFaceLandmarksTask", + "36": "so", + "37": "tt", + "38": "TinyYolov2", + "39": "cn", + "40": "ComputeAllFaceDescriptorsTask", + "41": "ComputeSingleFaceDescriptorTask", + "42": "dr", + "43": "FaceLandmark68Net", + "44": "rescaleAndNormalize", + "45": "PredictAllAgeAndGenderWithFaceAlignmentTask", + "46": "PredictAllFaceExpressionsWithFaceAlignmentTask", + "47": "PredictSingleAgeAndGenderWithFaceAlignmentTask", + "48": "PredictSingleFaceExpressionsWithFaceAlignmentTask", + "49": "Yo", + "50": "call_skinanalyze_3view.sh", + "51": "Vc", + "52": "createSsdMobilenetv1", + "53": "FaceDetection", + "54": "ff", + "55": "ge", + "56": "sa", + "57": "po", + "58": "wn", + "59": "call_skinanalyze.sh", + "60": "report-fixture.js" +} diff --git a/graphify-out/2026-09-27/GRAPH_REPORT.md b/graphify-out/2026-09-27/GRAPH_REPORT.md new file mode 100644 index 0000000..905a42d --- /dev/null +++ b/graphify-out/2026-09-27/GRAPH_REPORT.md @@ -0,0 +1,284 @@ +# Graph Report - juzi (2026-09-27) + +## Corpus Check +- 30 files · ~1,639,651 words +- Verdict: corpus is large enough that graph structure adds value. + +## Summary +- 872 nodes · 2061 edges · 61 communities (41 shown, 20 thin omitted) +- Extraction: 92% EXTRACTED · 8% INFERRED · 0% AMBIGUOUS · INFERRED: 166 edges (avg confidence: 0.52) +- Token cost: 0 input · 0 output + +## Graph Freshness +- Built from commit: `7d72d7dd` +- 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 +- n +- app.js +- skin-score.js +- NeuralNetwork +- .toBatchTensor +- getEnv +- FaceLandmarks +- disposeUnusedWeightTensors +- __awaiter +- .dispose +- AgeGenderNet +- server.js +- files +- extractAllFacesAndComputeResults +- .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 +- .forwardInput +- .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 +- .predictAgeAndGender +- wi +- to_mp3 +- initialize +- face-api.js 本地化依赖(h5/vendor/faceapi/) +- regression.js +- isValidNumber +- FaceMatcher +- build-fixture.py +- DetectSingleFaceLandmarksTask +- so +- tt +- TinyYolov2 +- cn +- ComputeAllFaceDescriptorsTask +- ComputeSingleFaceDescriptorTask +- dr +- FaceLandmark68Net +- rescaleAndNormalize +- PredictAllAgeAndGenderWithFaceAlignmentTask +- PredictAllFaceExpressionsWithFaceAlignmentTask +- PredictSingleAgeAndGenderWithFaceAlignmentTask +- PredictSingleFaceExpressionsWithFaceAlignmentTask +- Yo +- call_skinanalyze_3view.sh +- Vc +- createSsdMobilenetv1 +- FaceDetection +- ff +- ge +- sa +- po +- wn +- call_skinanalyze.sh + +## God Nodes (most connected - your core abstractions) +1. `__awaiter()` - 59 edges +2. `__generator()` - 59 edges +3. `n()` - 36 edges +4. `t()` - 33 edges +5. `i()` - 33 edges +6. `r()` - 32 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) +- `detectFrame()` --indirect_call--> `d()` [INFERRED] + h5/js/app.js → h5/vendor/faceapi/face-api.js +- `vizCompose()` --indirect_call--> `h()` [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 +- `renderReport()` --indirect_call--> `t()` [INFERRED] + h5/js/app.js → h5/vendor/faceapi/face-api.js + +## Import Cycles +- None detected. + +## Communities (61 total, 20 thin omitted) + +### Community 0 - "face-api.js" +Cohesion: 0.02 +Nodes (35): ca(), cd(), ce(), dn(), ee(), er(), et(), Ft() (+27 more) + +### Community 1 - "n" +Cohesion: 0.07 +Nodes (90): a(), ae(), ao(), b(), ba(), be(), bf(), bi() (+82 more) + +### Community 2 - "app.js" +Cohesion: 0.08 +Nodes (55): armNudge(), beginDetect(), bindBackdropClose(), cancelCountdown(), captureFromVideo(), cdTick(), closeOverlay(), detectFrame() (+47 more) + +### Community 3 - "skin-score.js" +Cohesion: 0.12 +Nodes (43): acneGrade(), buildViewModel(), calcAcne(), calcContour(), calcSens(), calcSmooth(), calcTone(), calcWrinkles() (+35 more) + +### Community 4 - "NeuralNetwork" +Cohesion: 0.07 +Nodes (26): createFaceRecognitionNet(), createMtcnn(), createTinyFaceDetector(), createTinyYolov2(), extractConvParamsFactory(), extractFCParamsFactory(), extractorsFactory(), extractorsFactory$1() (+18 more) + +### Community 5 - ".toBatchTensor" +Cohesion: 0.08 +Nodes (29): conv(), conv$1(), convDown(), convLayer(), convLayer$1(), convNoRelu(), convWithBatchNorm(), denseBlock3() (+21 more) + +### Community 6 - "getEnv" +Cohesion: 0.09 +Nodes (26): awaitMediaLoaded(), bufferToImage(), createCanvas(), createCanvasFromMedia(), DetectAllFacesTask(), DrawBox(), drawDetections(), drawFaceExpressions() (+18 more) + +### Community 7 - "FaceLandmarks" +Cohesion: 0.08 +Nodes (11): extendWithFaceLandmarks(), FaceLandmark68NetBase(), FaceLandmarks(), FaceLandmarks5(), FaceLandmarks68(), getCenterPoint(), isDimensions(), minBbox() (+3 more) + +### Community 8 - "disposeUnusedWeightTensors" +Cohesion: 0.09 +Nodes (24): disposeUnusedWeightTensors(), extractorsFactory$3(), extractorsFactory$5(), extractorsFactory$7(), extractorsFactory$9(), extractParamsFromWeigthMap(), extractParamsFromWeigthMap$1(), extractParamsFromWeigthMap$2() (+16 more) + +### Community 9 - "__awaiter" +Cohesion: 0.17 +Nodes (10): __awaiter(), fetchImage(), fetchJson(), fetchNetWeights(), fetchOrThrow(), __generator(), loadWeightMap(), Mtcnn() (+2 more) + +### Community 10 - ".dispose" +Cohesion: 0.16 +Nodes (13): computeReshapedDimensions(), extractBoundingBoxes(), iou(), isEven(), NetInput(), nonMaxSuppression(), nonMaxSuppression$1(), pyramidDown() (+5 more) + +### Community 11 - "AgeGenderNet" +Cohesion: 0.12 +Nodes (4): AgeGenderNet(), FaceExpressionNet(), FaceLandmark68TinyNet(), FaceProcessor() + +### Community 12 - "server.js" +Cohesion: 0.14 +Nodes (16): callFacepp(), CRED, DATA_DIR, ERR_MSG, fs, handleAnalyze(), http, isUsableB64() (+8 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 - "extractAllFacesAndComputeResults" +Cohesion: 0.16 +Nodes (7): extendWithFaceDescriptor(), extendWithFaceExpressions(), extractAllFacesAndComputeResults(), extractSingleFaceAndComputeResult(), FaceRecognitionNet(), PredictAllFaceExpressionsTask(), PredictSingleFaceExpressionsTask() + +### Community 15 - ".runAndExtendWithFaceDetection" +Cohesion: 0.23 +Nodes (6): allFacesMtcnn(), allFacesSsdMobilenetv1(), allFacesTinyYolov2(), DetectAllFaceLandmarksTask(), 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: 0.22 +Nodes (6): Box(), extractFaces(), extractFaceTensors(), imageTensorToCanvas(), isTensor3D(), isTensor4D() + +### Community 18 - "1'me 在线肌肤测试 H5" +Cohesion: 0.18 +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) + +### 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 - ".forwardInput" +Cohesion: 0.22 +Nodes (9): boxPredictionLayer(), decodeBoxesLayer(), depthwiseConvLayer(), getCenterCoordinatesAndSizesLayer(), getStridesForLayerIdx(), mobileNetV1(), outputLayer(), pointwiseConvLayer() (+1 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 - ".predictAgeAndGender" +Cohesion: 0.28 +Nodes (4): extendWithAge(), extendWithGender(), PredictAllAgeAndGenderTask(), PredictSingleAgeAndGenderTask() + +### Community 26 - "wi" +Cohesion: 0.28 +Nodes (9): Ci(), Ei(), Fi(), Ii(), ki(), pe(), ri(), wi() (+1 more) + +### Community 27 - "to_mp3" +Cohesion: 0.32 +Nodes (7): ndarray, Path, main(), 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。, to_mp3(), trim_edges() + +### Community 28 - "initialize" +Cohesion: 0.29 +Nodes (7): createBrowserEnv(), createFileSystem(), createNodejsEnv(), initialize(), isBrowser(), monkeyPatch(), setEnv() + +### 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 - "regression.js" +Cohesion: 0.60 +Nodes (5): diffCtx(), loadJSON(), main(), okNum(), okStr() + +### Community 31 - "isValidNumber" +Cohesion: 0.33 +Nodes (5): bgrToRgbTensor(), Dimensions(), isValidNumber(), isValidProbablitiy(), isWithGender() + +### 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 - "so" +Cohesion: 0.50 +Nodes (4): Do(), io(), so(), To() + +### Community 37 - "tt" +Cohesion: 0.50 +Nodes (4): kn(), tt(), wo(), z() + +### Community 39 - "cn" +Cohesion: 0.67 +Nodes (3): cn(), en(), yn() + +### Community 42 - "dr" +Cohesion: 0.67 +Nodes (3): dr(), na(), ta() + +### Community 44 - "rescaleAndNormalize" +Cohesion: 0.67 +Nodes (3): getSizesForScale(), normalize$1(), rescaleAndNormalize() + +### Community 49 - "Yo" +Cohesion: 0.67 +Nodes (3): qo(), Xo(), Yo() + +## Knowledge Gaps +- **59 isolated node(s):** `step1-front`, `step2-rightface`, `step3-leftface`, `hint-noface`, `hint-near` (+54 more) + These have ≤1 connection - possible missing edges or undocumented components. +- **20 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 `val()` connect `skin-score.js` to `extractFaces`?** + _High betweenness centrality (0.085) - this node is a cross-community bridge._ +- **Why does `Box()` connect `extractFaces` to `face-api.js`, `.dispose`, `isValidNumber`, `FaceLandmarks`?** + _High betweenness centrality (0.059) - this node is a cross-community bridge._ +- **Why does `vizCompose()` connect `app.js` to `n`?** + _High betweenness centrality (0.046) - this node is a cross-community bridge._ +- **Are the 23 inferred relationships involving `n()` (e.g. with `ae()` and `be()`) actually correct?** + _`n()` has 23 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._ +- **Are the 9 inferred relationships involving `i()` (e.g. with `da()` and `f()`) actually correct?** + _`i()` has 9 INFERRED edges - model-reasoned connections that need verification._ +- **What connects `step1-front`, `step2-rightface`, `step3-leftface` to the rest of the system?** + _59 weakly-connected nodes found - possible documentation gaps or missing edges._ \ No newline at end of file diff --git a/graphify-out/2026-09-27/graph.json b/graphify-out/2026-09-27/graph.json new file mode 100644 index 0000000..575c07c --- /dev/null +++ b/graphify-out/2026-09-27/graph.json @@ -0,0 +1,34294 @@ +{ + "directed": false, + "multigraph": false, + "graph": {}, + "nodes": [ + { + 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"22": ".loadFromDisk", + "23": "facepp-skinanalyze(旷视皮肤分析专业版调用技能)", + "24": "巨子测肤 · 1'me 语音播报内容设计文档 V1.0", + "25": "Box", + "26": "wi", + "27": "gen_voice.py", + "28": "initialize", + "29": "face-api.js 本地化依赖(h5/vendor/faceapi/)", + "30": "regression.js", + "31": "isValidNumber", + "32": "FaceMatcher", + "33": "build-fixture.py", + "34": "smoke-test.js", + "35": "DetectSingleFaceLandmarksTask", + "36": "ao", + "37": "tt", + "38": "TinyYolov2", + "39": "cn", + "40": "ComputeAllFaceDescriptorsTask", + "41": "ComputeSingleFaceDescriptorTask", + "42": "dr", + "43": "FaceLandmark68Net", + "44": "rescaleAndNormalize", + "45": "PredictAllAgeAndGenderWithFaceAlignmentTask", + "46": "PredictAllFaceExpressionsWithFaceAlignmentTask", + "47": "PredictSingleAgeAndGenderWithFaceAlignmentTask", + "48": "PredictSingleFaceExpressionsWithFaceAlignmentTask", + "49": "Yo", + "50": "call_skinanalyze_3view.sh", + "51": ".draw", + "52": "createSsdMobilenetv1", + "53": "FaceDetection", + "54": "ff", + "55": "ge", + "56": "sa", + "57": "po", + "58": ".dispose", + "59": "call_skinanalyze.sh", + "60": "report-fixture.js", + "61": "extractWeightsFactory", + "62": "NeuralNetwork", + "63": "e2e-browser.mjs", + "64": "AgeGenderNet", + "65": "extractParams$4", + "66": "FaceExpressionNet", + "67": "extractParams$5", + "68": "PredictAllAgeAndGenderTask", + "69": "PredictAllFaceExpressionsTask", + "70": "PredictSingleAgeAndGenderTask", + "71": "PredictSingleFaceExpressionsTask" +} diff --git a/graphify-out/2026-09-28/GRAPH_REPORT.md b/graphify-out/2026-09-28/GRAPH_REPORT.md new file mode 100644 index 0000000..9416f11 --- /dev/null +++ b/graphify-out/2026-09-28/GRAPH_REPORT.md @@ -0,0 +1,299 @@ +# Graph Report - juzi (2026-09-28) + +## Corpus Check +- 31 files · ~1,845,525 words +- Verdict: corpus is large enough that graph structure adds value. + +## Summary +- 898 nodes · 2113 edges · 72 communities (42 shown, 30 thin omitted) +- Extraction: 92% EXTRACTED · 8% INFERRED · 0% AMBIGUOUS · INFERRED: 168 edges (avg confidence: 0.52) +- Token cost: 0 input · 0 output + +## Graph Freshness +- Built from commit: `4e3d915b` +- 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 +- n +- app.js +- skin-score.js +- .extractWeights +- normalize +- .runAndExtendWithFaceDetections +- FaceLandmarks +- disposeUnusedWeightTensors +- __awaiter +- iou +- FaceProcessor +- server.js +- files +- extractAllFacesAndComputeResults +- .run +- 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 +- .forwardInput +- .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 +- Box +- wi +- gen_voice.py +- initialize +- face-api.js 本地化依赖(h5/vendor/faceapi/) +- regression.js +- isValidNumber +- FaceMatcher +- build-fixture.py +- DetectSingleFaceLandmarksTask +- ao +- tt +- TinyYolov2 +- cn +- ComputeAllFaceDescriptorsTask +- ComputeSingleFaceDescriptorTask +- dr +- FaceLandmark68Net +- rescaleAndNormalize +- PredictAllAgeAndGenderWithFaceAlignmentTask +- PredictAllFaceExpressionsWithFaceAlignmentTask +- PredictSingleAgeAndGenderWithFaceAlignmentTask +- PredictSingleFaceExpressionsWithFaceAlignmentTask +- Yo +- call_skinanalyze_3view.sh +- .draw +- createSsdMobilenetv1 +- FaceDetection +- ff +- ge +- sa +- po +- .dispose +- call_skinanalyze.sh +- extractWeightsFactory +- NeuralNetwork +- e2e-browser.mjs +- AgeGenderNet +- extractParams$4 +- FaceExpressionNet +- extractParams$5 +- PredictAllAgeAndGenderTask +- PredictAllFaceExpressionsTask +- PredictSingleAgeAndGenderTask +- PredictSingleFaceExpressionsTask + +## God Nodes (most connected - your core abstractions) +1. `__awaiter()` - 59 edges +2. `__generator()` - 59 edges +3. `n()` - 36 edges +4. `t()` - 33 edges +5. `i()` - 33 edges +6. `r()` - 32 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) +- `detectFrame()` --indirect_call--> `d()` [INFERRED] + h5/js/app.js → h5/vendor/faceapi/face-api.js +- `vizCompose()` --indirect_call--> `h()` [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 +- `renderReport()` --indirect_call--> `t()` [INFERRED] + h5/js/app.js → h5/vendor/faceapi/face-api.js + +## Import Cycles +- None detected. + +## Communities (72 total, 30 thin omitted) + +### Community 0 - "face-api.js" +Cohesion: 0.02 +Nodes (38): ca(), ce(), computeReshapedDimensions(), dn(), ee(), er(), et(), FaceMatch() (+30 more) + +### Community 1 - "n" +Cohesion: 0.06 +Nodes (94): a(), ae(), b(), ba(), be(), bf(), bi(), bn() (+86 more) + +### Community 2 - "app.js" +Cohesion: 0.07 +Nodes (69): afterCurrent(), armNudge(), beginCountdown(), beginDetect(), bindBackdropClose(), busyWithFlow(), cancelCountdown(), captureFromVideo() (+61 more) + +### Community 3 - "skin-score.js" +Cohesion: 0.12 +Nodes (44): acneGrade(), buildViewModel(), calcAcne(), calcContour(), calcSens(), calcSmooth(), calcTone(), calcWrinkles() (+36 more) + +### Community 4 - ".extractWeights" +Cohesion: 0.20 +Nodes (8): createFaceRecognitionNet(), createMtcnn(), createTinyFaceDetector(), createTinyYolov2(), extractFCParamsFactory(), extractorsFactory$8(), extractParams$3(), extractParams$7() + +### Community 5 - "normalize" +Cohesion: 0.07 +Nodes (29): conv(), conv$1(), convDown(), convLayer(), convLayer$1(), convNoRelu(), convWithBatchNorm(), denseBlock3() (+21 more) + +### Community 6 - ".runAndExtendWithFaceDetections" +Cohesion: 0.15 +Nodes (11): DetectAllFacesTask(), DrawBox(), drawDetections(), drawFaceExpressions(), DrawFaceLandmarks(), extendWithFaceDetection(), FaceExpressions(), isWithFaceDetection() (+3 more) + +### Community 7 - "FaceLandmarks" +Cohesion: 0.07 +Nodes (13): extendWithFaceLandmarks(), FaceLandmark68NetBase(), FaceLandmarks(), FaceLandmarks5(), FaceLandmarks68(), getCenterPoint(), isDimensions(), minBbox() (+5 more) + +### Community 8 - "disposeUnusedWeightTensors" +Cohesion: 0.10 +Nodes (23): disposeUnusedWeightTensors(), extractorsFactory$3(), extractorsFactory$5(), extractorsFactory$7(), extractorsFactory$9(), extractParamsFromWeigthMap(), extractParamsFromWeigthMap$1(), extractParamsFromWeigthMap$2() (+15 more) + +### Community 9 - "__awaiter" +Cohesion: 0.18 +Nodes (10): __awaiter(), bufferToImage(), fetchImage(), fetchJson(), fetchNetWeights(), fetchOrThrow(), __generator(), loadWeightMap() (+2 more) + +### Community 11 - "FaceProcessor" +Cohesion: 0.22 +Nodes (3): extractParams$1(), FaceLandmark68TinyNet(), FaceProcessor() + +### Community 12 - "server.js" +Cohesion: 0.14 +Nodes (16): callFacepp(), CRED, DATA_DIR, ERR_MSG, fs, handleAnalyze(), http, isUsableB64() (+8 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 - "extractAllFacesAndComputeResults" +Cohesion: 0.21 +Nodes (6): extendWithAge(), extendWithFaceDescriptor(), extendWithFaceExpressions(), extendWithGender(), extractAllFacesAndComputeResults(), extractSingleFaceAndComputeResult() + +### Community 15 - ".run" +Cohesion: 0.21 +Nodes (6): allFacesMtcnn(), allFacesSsdMobilenetv1(), allFacesTinyYolov2(), DetectAllFaceLandmarksTask(), 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: 0.18 +Nodes (18): awaitMediaLoaded(), createCanvas(), createCanvasFromMedia(), extractFaces(), extractFaceTensors(), extractImagePatches(), getContext2dOrThrow(), getEnv() (+10 more) + +### Community 18 - "1'me 在线肌肤测试 H5" +Cohesion: 0.18 +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) + +### 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 - ".forwardInput" +Cohesion: 0.22 +Nodes (9): boxPredictionLayer(), decodeBoxesLayer(), depthwiseConvLayer(), getCenterCoordinatesAndSizesLayer(), getStridesForLayerIdx(), mobileNetV1(), outputLayer(), pointwiseConvLayer() (+1 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 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 - "initialize" +Cohesion: 0.22 +Nodes (9): createBrowserEnv(), createFileSystem(), createNodejsEnv(), initialize(), isBrowser(), isNodejs(), monkeyPatch(), resolveInput() (+1 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 - "regression.js" +Cohesion: 0.60 +Nodes (5): diffCtx(), loadJSON(), main(), okNum(), okStr() + +### Community 31 - "isValidNumber" +Cohesion: 0.33 +Nodes (5): bgrToRgbTensor(), Dimensions(), isValidNumber(), isValidProbablitiy(), isWithGender() + +### 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 - "tt" +Cohesion: 0.50 +Nodes (4): kn(), tt(), wo(), z() + +### Community 39 - "cn" +Cohesion: 0.67 +Nodes (3): cn(), en(), yn() + +### Community 42 - "dr" +Cohesion: 0.50 +Nodes (4): dr(), na(), nt(), ta() + +### Community 44 - "rescaleAndNormalize" +Cohesion: 0.67 +Nodes (3): getSizesForScale(), normalize$1(), rescaleAndNormalize() + +### Community 49 - "Yo" +Cohesion: 0.67 +Nodes (3): qo(), Xo(), Yo() + +### Community 58 - ".dispose" +Cohesion: 0.20 +Nodes (8): extractBoundingBoxes(), nonMaxSuppression(), scale(), SsdMobilenetv1(), stage1(), stage2(), stage3(), TinyYolov2Base() + +### Community 61 - "extractWeightsFactory" +Cohesion: 0.22 +Nodes (10): extractConvParamsFactory(), extractorsFactory(), extractorsFactory$1(), extractorsFactory$6(), extractParams(), extractParams$2(), extractParams$6(), extractParamsTiny() (+2 more) + +### Community 63 - "e2e-browser.mjs" +Cohesion: 0.29 +Nodes (4): EXPECTED, fails, pageErrors, pwRoot + +## Knowledge Gaps +- **63 isolated node(s):** `step1-front`, `step2-leftface`, `step3-rightface`, `hint-noface`, `hint-near` (+58 more) + These have ≤1 connection - possible missing edges or undocumented components. +- **30 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 `val()` connect `skin-score.js` to `Box`?** + _High betweenness centrality (0.083) - this node is a cross-community bridge._ +- **Why does `Box()` connect `Box` to `face-api.js`, `isValidNumber`, `FaceLandmarks`?** + _High betweenness centrality (0.058) - this node is a cross-community bridge._ +- **Why does `vizCompose()` connect `app.js` to `n`?** + _High betweenness centrality (0.057) - this node is a cross-community bridge._ +- **Are the 23 inferred relationships involving `n()` (e.g. with `ae()` and `be()`) actually correct?** + _`n()` has 23 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._ +- **Are the 9 inferred relationships involving `i()` (e.g. with `da()` and `f()`) actually correct?** + _`i()` has 9 INFERRED edges - model-reasoned connections that need verification._ +- **What connects `step1-front`, `step2-leftface`, `step3-rightface` to the rest of the system?** + _63 weakly-connected nodes found - possible documentation gaps or missing edges._ \ No newline at end of file diff --git a/graphify-out/2026-09-28/graph.json b/graphify-out/2026-09-28/graph.json new file mode 100644 index 0000000..db76034 --- /dev/null +++ b/graphify-out/2026-09-28/graph.json @@ -0,0 +1,35199 @@ +{ + "directed": false, + "multigraph": false, + "graph": {}, + "nodes": [ + { + "label": "build-fixture.py", + "file_type": "code", + "source_file": "h5/assets/mock/build-fixture.py", + "source_location": "L1", + "_origin": "ast", + "id": "h5_assets_mock_build_fixture", + "community": 33, + "community_name": "build-fixture.py", + "norm_label": "build-fixture.py" + }, + { + "label": "to_data_url()", + "file_type": "code", + "source_file": "h5/assets/mock/build-fixture.py", + "source_location": "L23", + "_callable": true, + "_origin": "ast", + "id": 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{ + "label": "step3-rightface", + "file_type": "concept", + "source_file": "h5/assets/voice/manifest.json", + "source_location": "L2", + "_origin": "ast", + "id": "ref_step3_rightface", + "community": 13, + "community_name": "files", + "norm_label": "step3-rightface" + }, + { + "label": "hint-noface", + "file_type": "concept", + "source_file": "h5/assets/voice/manifest.json", + "source_location": "L2", + "_origin": "ast", + "id": "ref_hint_noface", + "community": 13, + "community_name": "files", + "norm_label": "hint-noface" + }, + { + "label": "hint-near", + "file_type": "concept", + "source_file": "h5/assets/voice/manifest.json", + "source_location": "L2", + "_origin": "ast", + "id": "ref_hint_near", + "community": 13, + "community_name": "files", + "norm_label": "hint-near" + }, + { + "label": "hint-far", + "file_type": "concept", + "source_file": "h5/assets/voice/manifest.json", + "source_location": "L2", + "_origin": "ast", + "id": "ref_hint_far", + "community": 13, + 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true, + "_origin": "ast", + "id": "h5_js_app_getcamstream", + "community": 2, + "community_name": "app.js", + "norm_label": "getcamstream()" + }, + { + "label": "waitVideoStable()", + "file_type": "code", + "source_file": "h5/js/app.js", + "source_location": "L201", + "_callable": true, + "_origin": "ast", + "id": "h5_js_app_waitvideostable", + "community": 2, + "community_name": "app.js", + "norm_label": "waitvideostable()" + }, + { + "label": "startCamera()", + "file_type": "code", + "source_file": "h5/js/app.js", + "source_location": "L212", + "_callable": true, + "_origin": "ast", + "id": "h5_js_app_startcamera", + "community": 2, + "community_name": "app.js", + "norm_label": "startcamera()" + }, + { + "label": "onCamTrackEnded()", + "file_type": "code", + "source_file": "h5/js/app.js", + "source_location": "L239", + "_callable": true, + "_origin": "ast", + "id": "h5_js_app_oncamtrackended", + "community": 2, + "community_name": "app.js", + "norm_label": "oncamtrackended()" + }, + 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"9f7ec9320aad81e86fbb1677228e6483", + "semantic_hash": "" + }, + "h5/assets/voice/step3-rightface.mp3": { + "mtime": 1790528422.8225558, + "ast_hash": "8c0a0adf17ae494cc10d61d16c2bde90", + "semantic_hash": "" + } +} \ No newline at end of file diff --git a/graphify-out/GRAPH_REPORT.md b/graphify-out/GRAPH_REPORT.md new file mode 100644 index 0000000..48b9a9a --- /dev/null +++ b/graphify-out/GRAPH_REPORT.md @@ -0,0 +1,310 @@ +# Graph Report - juzi (2026-09-28) + +## Corpus Check +- 31 files · ~1,845,638 words +- Verdict: corpus is large enough that graph structure adds value. + +## Summary +- 900 nodes · 2117 edges · 67 communities (46 shown, 21 thin omitted) +- Extraction: 92% EXTRACTED · 8% INFERRED · 0% AMBIGUOUS · INFERRED: 168 edges (avg confidence: 0.52) +- Token cost: 0 input · 0 output + +## Graph Freshness +- Built from commit: `4e3d915b` +- 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 +- n +- app.js +- skin-score.js +- isTensor +- .toBatchTensor +- getEnv +- FaceLandmarks +- disposeUnusedWeightTensors +- __awaiter +- extractWeightEntryFactory +- FaceProcessor +- server.js +- files +- extractAllFacesAndComputeResults +- .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 +- .forwardInput +- .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 +- extractParamsFromWeigthMap$1 +- wi +- gen_voice.py +- initialize +- face-api.js 本地化依赖(h5/vendor/faceapi/) +- regression.js +- isValidNumber +- FaceMatcher +- build-fixture.py +- DetectSingleFaceLandmarksTask +- so +- tt +- TinyYolov2 +- cn +- .computeFaceDescriptor +- SsdMobilenetv1 +- dr +- FaceLandmark68Net +- rescaleAndNormalize +- PredictAllAgeAndGenderWithFaceAlignmentTask +- PredictAllFaceExpressionsWithFaceAlignmentTask +- PredictSingleAgeAndGenderWithFaceAlignmentTask +- PredictSingleFaceExpressionsWithFaceAlignmentTask +- Yo +- call_skinanalyze_3view.sh +- TinyXception +- Vc +- FaceDetection +- ff +- ge +- sa +- po +- .dispose +- call_skinanalyze.sh +- .extractWeights +- NeuralNetwork +- e2e-browser.mjs +- AgeGenderNet +- FaceExpressionNet +- PredictSingleFaceExpressionsTask + +## God Nodes (most connected - your core abstractions) +1. `__awaiter()` - 59 edges +2. `__generator()` - 59 edges +3. `n()` - 36 edges +4. `t()` - 33 edges +5. `i()` - 33 edges +6. `r()` - 32 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) +- `detectFrame()` --indirect_call--> `d()` [INFERRED] + h5/js/app.js → h5/vendor/faceapi/face-api.js +- `vizCompose()` --indirect_call--> `h()` [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 +- `renderReport()` --indirect_call--> `t()` [INFERRED] + h5/js/app.js → h5/vendor/faceapi/face-api.js + +## Import Cycles +- None detected. + +## Communities (67 total, 21 thin omitted) + +### Community 0 - "face-api.js" +Cohesion: 0.02 +Nodes (38): bn(), ca(), cd(), ce(), dn(), ee(), er(), et() (+30 more) + +### Community 1 - "n" +Cohesion: 0.07 +Nodes (85): a(), ae(), ao(), b(), ba(), be(), bf(), bi() (+77 more) + +### Community 2 - "app.js" +Cohesion: 0.06 +Nodes (71): afterCurrent(), applyMirror(), armNudge(), beginCountdown(), beginDetect(), bindBackdropClose(), busyWithFlow(), cancelCountdown() (+63 more) + +### Community 3 - "skin-score.js" +Cohesion: 0.12 +Nodes (44): acneGrade(), buildViewModel(), calcAcne(), calcContour(), calcSens(), calcSmooth(), calcTone(), calcWrinkles() (+36 more) + +### Community 4 - "isTensor" +Cohesion: 0.33 +Nodes (5): extractorsFactory$3(), extractParamsFromWeigthMap$4(), isTensor(), isTensor1D(), isTensor2D() + +### Community 5 - ".toBatchTensor" +Cohesion: 0.08 +Nodes (30): conv(), conv$1(), convDown(), convLayer(), convLayer$1(), convNoRelu(), convWithBatchNorm(), denseBlock3() (+22 more) + +### Community 6 - "getEnv" +Cohesion: 0.09 +Nodes (26): awaitMediaLoaded(), bufferToImage(), createCanvas(), createCanvasFromMedia(), DetectAllFacesTask(), DrawBox(), drawDetections(), drawFaceExpressions() (+18 more) + +### Community 7 - "FaceLandmarks" +Cohesion: 0.06 +Nodes (16): bgrToRgbTensor(), extendWithFaceLandmarks(), FaceLandmark68NetBase(), FaceLandmarks(), FaceLandmarks5(), FaceLandmarks68(), getCenterPoint(), isDimensions() (+8 more) + +### Community 8 - "disposeUnusedWeightTensors" +Cohesion: 0.22 +Nodes (6): disposeUnusedWeightTensors(), extractorsFactory$9(), extractParamsFromWeigthMap(), extractParamsFromWeigthMap$6(), extractParamsFromWeigthMap$7(), extractParamsFromWeigthMapTiny() + +### Community 9 - "__awaiter" +Cohesion: 0.22 +Nodes (8): __awaiter(), fetchImage(), fetchJson(), fetchNetWeights(), fetchOrThrow(), __generator(), Mtcnn(), toNetInput() + +### Community 10 - "extractWeightEntryFactory" +Cohesion: 0.53 +Nodes (6): extractorsFactory$7(), extractWeightEntryFactory(), loadConvParamsFactory(), loadParamsFactory(), loadParamsFactory$1(), loadSeparableConvParamsFactory() + +### Community 11 - "FaceProcessor" +Cohesion: 0.24 +Nodes (3): extractParams$1(), FaceLandmark68TinyNet(), FaceProcessor() + +### Community 12 - "server.js" +Cohesion: 0.14 +Nodes (16): callFacepp(), CRED, DATA_DIR, ERR_MSG, fs, handleAnalyze(), http, isUsableB64() (+8 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 - "extractAllFacesAndComputeResults" +Cohesion: 0.15 +Nodes (8): extendWithAge(), extendWithFaceExpressions(), extendWithGender(), extractAllFacesAndComputeResults(), extractSingleFaceAndComputeResult(), PredictAllAgeAndGenderTask(), PredictAllFaceExpressionsTask(), PredictSingleAgeAndGenderTask() + +### Community 15 - ".runAndExtendWithFaceDetection" +Cohesion: 0.23 +Nodes (6): allFacesMtcnn(), allFacesSsdMobilenetv1(), allFacesTinyYolov2(), DetectAllFaceLandmarksTask(), 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: 0.22 +Nodes (6): Box(), extractFaces(), extractFaceTensors(), imageTensorToCanvas(), isTensor3D(), isTensor4D() + +### Community 18 - "1'me 在线肌肤测试 H5" +Cohesion: 0.18 +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) + +### 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 - ".forwardInput" +Cohesion: 0.22 +Nodes (9): boxPredictionLayer(), decodeBoxesLayer(), depthwiseConvLayer(), getCenterCoordinatesAndSizesLayer(), getStridesForLayerIdx(), mobileNetV1(), outputLayer(), pointwiseConvLayer() (+1 more) + +### Community 22 - ".loadFromDisk" +Cohesion: 0.19 +Nodes (5): ComposableTask(), getModelUris(), Gf(), loadWeightMap(), 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 - "extractParamsFromWeigthMap$1" +Cohesion: 0.40 +Nodes (3): extractParamsFromWeigthMap$1(), extractParamsFromWeigthMap$3(), seperateWeightMaps() + +### 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 - "initialize" +Cohesion: 0.29 +Nodes (7): createBrowserEnv(), createFileSystem(), createNodejsEnv(), initialize(), isBrowser(), monkeyPatch(), setEnv() + +### 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 - "regression.js" +Cohesion: 0.60 +Nodes (5): diffCtx(), loadJSON(), main(), okNum(), okStr() + +### Community 31 - "isValidNumber" +Cohesion: 0.50 +Nodes (4): Dimensions(), isValidNumber(), isValidProbablitiy(), isWithGender() + +### 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 - "so" +Cohesion: 0.50 +Nodes (4): Do(), io(), so(), To() + +### Community 37 - "tt" +Cohesion: 0.50 +Nodes (4): kn(), tt(), wo(), z() + +### Community 39 - "cn" +Cohesion: 0.67 +Nodes (3): cn(), en(), yn() + +### Community 40 - ".computeFaceDescriptor" +Cohesion: 0.18 +Nodes (4): ComputeAllFaceDescriptorsTask(), ComputeSingleFaceDescriptorTask(), extendWithFaceDescriptor(), FaceRecognitionNet() + +### Community 41 - "SsdMobilenetv1" +Cohesion: 0.40 +Nodes (3): extractorsFactory$5(), extractParamsFromWeigthMap$5(), SsdMobilenetv1() + +### Community 42 - "dr" +Cohesion: 0.67 +Nodes (3): dr(), na(), ta() + +### Community 44 - "rescaleAndNormalize" +Cohesion: 0.67 +Nodes (3): getSizesForScale(), normalize$1(), rescaleAndNormalize() + +### Community 49 - "Yo" +Cohesion: 0.67 +Nodes (3): qo(), Xo(), Yo() + +### Community 58 - ".dispose" +Cohesion: 0.14 +Nodes (13): computeReshapedDimensions(), extractBoundingBoxes(), iou(), isEven(), nonMaxSuppression(), nonMaxSuppression$1(), pyramidDown(), scale() (+5 more) + +### Community 61 - ".extractWeights" +Cohesion: 0.08 +Nodes (25): createFaceDetectionNet(), createFaceRecognitionNet(), createMtcnn(), createSsdMobilenetv1(), createTinyFaceDetector(), createTinyYolov2(), extractConvParamsFactory(), extractFCParamsFactory() (+17 more) + +### Community 63 - "e2e-browser.mjs" +Cohesion: 0.29 +Nodes (4): EXPECTED, fails, pageErrors, pwRoot + +## Knowledge Gaps +- **63 isolated node(s):** `step1-front`, `step2-rightface`, `step3-leftface`, `hint-noface`, `hint-near` (+58 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 `val()` connect `skin-score.js` to `extractFaces`?** + _High betweenness centrality (0.083) - this node is a cross-community bridge._ +- **Why does `vizCompose()` connect `app.js` to `n`?** + _High betweenness centrality (0.058) - this node is a cross-community bridge._ +- **Why does `Box()` connect `extractFaces` to `face-api.js`, `.dispose`, `isValidNumber`, `FaceLandmarks`?** + _High betweenness centrality (0.058) - this node is a cross-community bridge._ +- **Are the 23 inferred relationships involving `n()` (e.g. 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