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"Go": 20108,
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"Shell": 349,
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},
"pushed_at": "2026-07-21T13:47:05Z",
"created_at": "2020-07-07T21:07:04Z",
"owner_type": "User",
"updated_at": "2026-07-21T13:48:56Z",
"description": ":mag: Face recognition with Go",
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"C++"
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{
"tag": "v1.1.0",
"kind": "minor",
"published_at": "2026-07-20T13:25:30Z"
},
{
"tag": "v1.0.7",
"kind": "patch",
"published_at": "2026-07-18T15:17:30Z"
},
{
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{
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"kind": "patch",
"published_at": "2026-07-18T14:29:09Z"
},
{
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},
{
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{
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"kind": "patch",
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{
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},
{
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"published_at": "2026-07-17T19:54:15Z"
}
],
"recent_commits": [
{
"oid": "72d388cd49df21f479fc433d38ca9e8150a86d44",
"body": null,
"is_bot": false,
"headline": "README: render the dlib note as a GitHub [!NOTE] callout",
"author_name": "Leandro",
"author_login": null,
"committed_at": "2026-07-21T13:47:02Z",
"body_truncated": false,
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},
{
"oid": "fdd6da5ce9aadb25b067d5aed3d706da73f09610",
"body": "Points to go-onnxface for actively-developed alternatives, and explains\nwhy swapping in newer dlib-compatible files wouldn't close the gap --\nthey're incremental tweaks to the same pre-ArcFace-era approach.",
"is_bot": false,
"headline": "README: note that dlib's face pipeline predates modern models",
"author_name": "Leandro",
"author_login": null,
"committed_at": "2026-07-21T13:33:19Z",
"body_truncated": false,
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},
{
"oid": "f0a91df336f40a03de7360726d4ac8e5c5567a79",
"body": "Aligns the public API with the rest of the biometric pipeline\n(Detect -> Recognize -> Compare -> Identify) and standard 1:N\nidentification terminology. Breaking change, no alias.",
"is_bot": false,
"headline": "Rename Classify/ClassifyThreshold to Identify/IdentifyThreshold",
"author_name": "Leandro",
"author_login": null,
"committed_at": "2026-07-20T13:25:30Z",
"body_truncated": false,
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},
{
"oid": "fc541f3159b0cc682eba390514d5bb03588323c8",
"body": null,
"is_bot": false,
"headline": "README: add CI status badge",
"author_name": "Leandro",
"author_login": null,
"committed_at": "2026-07-18T17:29:09Z",
"body_truncated": false,
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},
{
"oid": "4a7ed4db25f5a5852fcadef7fbe704303421e727",
"body": "go-face never had CI, unlike go-recognizer. The inherited upstream\ntest suite (face_test.go/example_test.go) needs the\nKagami/go-face-testdata clone to run at all -- without it, tests don't\njust fail cleanly, one of them (TestImageLoadError) segfaults on a nil\n*Recognizer left unset by TestInit's ea\n[…]\nly against\nthis fork's changes (AppendSample, RecognizeRaw, NewRecognizerWithModels,\nthe grayscale-JPEG and header fixes, arch-aware CXXFLAGS) with real\ntestdata -- none of it broke original behavior.",
"is_bot": false,
"headline": "Add CI: build, vet, test (with real testdata), govulncheck",
"author_name": "Leandro",
"author_login": null,
"committed_at": "2026-07-18T17:26:53Z",
"body_truncated": true,
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{
"oid": "847ea77756fa39f1a04eec8e8586b95e7ea77871",
"body": "Upstream Kagami/go-face#105 proposed swapping the hardcoded LDFLAGS\n(-lblas -lcblas -llapack) for the library set ATLAS-based BLAS installs\nneed (-lf77blas -lcblas -latlas -lgfortran -lm -lquadmath). Not adopting\nthat directly: it would break linking on the reference-BLAS/OpenBLAS\nsetups this fork's\n[…]\nupstream #103/#67's \"undefined reference to cblas_sgemm\"\nreports -- a real fix needs detecting which BLAS backend is present\n(e.g. via pkg-config) rather than picking one hardcoded set over the\nother.",
"is_bot": false,
"headline": "README: document ATLAS-based BLAS linking as a known issue",
"author_name": "Leandro",
"author_login": null,
"committed_at": "2026-07-18T17:03:21Z",
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{
"oid": "66244720c937f003e6d2383c709d13a182b6ec63",
"body": "The usage/example sections still told readers to import\ngithub.com/Kagami/go-face, which doesn't have any of this fork's\nfixes or additions. Fixed the import path and go get command, pointed\nGoDoc at pkg.go.dev for this fork, and added an \"Additions in this\nfork\" section covering AppendSample, RecognizeRaw and friends,\nNewRecognizerWithModels, the grayscale-JPEG fix, and the build-\nportability fixes -- none of which were documented anywhere outside\ncommit messages and Go doc comments until now.",
"is_bot": false,
"headline": "README: fix stale Kagami import path, document fork additions",
"author_name": "Leandro",
"author_login": null,
"committed_at": "2026-07-18T16:52:27Z",
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{
"oid": "2b35bcf531dd03fe844800d8cc5f5d74ff6abbb5",
"body": "Addresses upstream Kagami/go-face#69 (\"Using without jpeg decode\"):\nRecognize/RecognizeFile only ever accepted JPEG bytes, forcing any\ncaller with an already-decoded image (or, for go-recognizer\nspecifically, a grayscale-converted one) through an encode+decode\nround trip just to get pixels back into\n[…]\nfectively identical, the gap being ordinary decoder rounding\ndifferences between libjpeg and Go's jpeg package). Also verified the\nbuffer-size validation rejects a too-short buffer with a clear error.",
"is_bot": false,
"headline": "Add RecognizeRaw for pre-decoded RGB pixels, skipping JPEG entirely",
"author_name": "Leandro",
"author_login": null,
"committed_at": "2026-07-18T15:17:30Z",
"body_truncated": true,
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{
"oid": "a71169f7fab6dc25a3590335a6e0f18e9e0653e8",
"body": "…bjpeg\n\nFixes upstream Kagami/go-face#99: any single-component JPEG (grayscale\nscans, or -- as in that issue -- a frame converted to grayscale via\nOpenCV/gocv before encoding) was hard-rejected with \"unsupported pixel\nsize\", even though libjpeg can convert grayscale to RGB during decode.\nSetting cin\n[…]\no-recognizer GrayScale regression from earlier this session was\ncaught: encoding an *image.Gray with Go's image/jpeg. Recognize()\npreviously failed on it with exactly the reported error; now succeeds.",
"is_bot": false,
"headline": "Accept grayscale (1-component) JPEGs by requesting RGB output from li…",
"author_name": "Leandro",
"author_login": null,
"committed_at": "2026-07-18T15:09:55Z",
"body_truncated": true,
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{
"oid": "9151c1d862c1b296d80b8e8eb5cc8101b9ad9636",
"body": "…umbrella\n\nRoot-causes upstream Kagami/go-face#82 (\"classify.cc:2:10: fatal error:\n'dlib/graph_utils.h' file not found\"), reported independently by\nseveral users across macOS/Windows/Ubuntu with no clean fix (the only\nworkaround found was hand-copying dlib source into the module cache).\n\nclassify.cc\n[…]\nystems.\n\nVerified: builds clean, and classify() still returns correct results\nend-to-end (AppendSample/ClassifyThreshold smoke test), plus the full\ngo-recognizer test suite passes against this change.",
"is_bot": false,
"headline": "Include the specific header classify.cc needs, not the graph_utils.h …",
"author_name": "Leandro",
"author_login": null,
"committed_at": "2026-07-18T14:29:09Z",
"body_truncated": true,
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{
"oid": "97782c1050ab9a52545b58bc25e12cfae5f59421",
"body": "Extends the same configurability already added for the shape predictor\nto the other two model files (resnet descriptor, CNN detector), instead\nof adding a separate function per file. facerec_init2/FaceRec's\nconstructor now take all three file names (each defaulting via empty\nstring / C++ default arg\n[…]\nssing a wrong resnet filename fails with a clear\ndeserialize error (not silently ignored), and a genuinely renamed\nresnet file loads and produces correct descriptors when the right\nfilename is passed.",
"is_bot": false,
"headline": "Generalize NewRecognizerWithShapePredictor into NewRecognizerWithModels",
"author_name": "Leandro",
"author_login": null,
"committed_at": "2026-07-18T13:59:53Z",
"body_truncated": true,
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{
"oid": "3f71a6a89f91341cdc4f738de5ce4d90e6753a91",
"body": "Constructor previously hardcoded shape_predictor_5_face_landmarks.dat\n(see upstream Kagami/go-face#101, where users asking for the 68-point\nmodel were told to hand-patch this line). The rest of the pipeline\n(get_face_chip_details for descriptor alignment, and the C API's\nnum_shapes/shapes fields) is\n[…]\n_predictor_68_face_landmarks.dat\" for full facial contour\nlandmarks. Verified end-to-end against a real 68-point model: returns\n68 shape points instead of 5, descriptor/classification path unaffected.",
"is_bot": false,
"headline": "Make the shape predictor model configurable",
"author_name": "Leandro",
"author_login": null,
"committed_at": "2026-07-18T13:41:48Z",
"body_truncated": true,
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},
{
"oid": "c8e3c78546521882d10c6a4e1a104031f96df433",
"body": "SetSamples always replaced the whole sample set, forcing callers to\nrebuild it from scratch after adding even a single new descriptor (see\nupstream Kagami/go-face#58 and #59, where users asked for exactly\nthis). AppendSample pushes one descriptor+category onto the existing\nset under the same shared_mutex SetSamples/Classify already use, so a\nsingle new sample becomes classifiable immediately without discarding\nor re-uploading the rest.",
"is_bot": false,
"headline": "Add AppendSample for incremental sample updates",
"author_name": "Leandro",
"author_login": null,
"committed_at": "2026-07-18T13:20:09Z",
"body_truncated": false,
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},
{
"oid": "6f5097951fa885a3b2bcbae9f2da933ca01e5a62",
"body": "The prior fix for -march=native (which fails to build on ARM entirely,\nper upstream Kagami/go-face#86 -- clang rejects it outright on Apple\nSilicon) hardcoded -march=x86-64 for every platform, which breaks\ncompilation on arm64 the same way (x86-64 isn't a valid target CPU for\nthe ARM backend). Use c\n[…]\n\namd64 (matches what upstream issue #96 reporters confirmed works\nacross CPU vendors), -march=armv8-a on arm64, and no extra flag\nelsewhere so unlisted architectures still get a default that compiles.",
"is_bot": false,
"headline": "Make CXXFLAGS architecture-aware instead of hardcoding x86-64",
"author_name": "Leandro",
"author_login": null,
"committed_at": "2026-07-18T13:05:46Z",
"body_truncated": true,
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},
{
"oid": "ac7ff3318381b2b782c6635d57bf58ff55590daa",
"body": "Establishes this fork as an independent Go module so go-recognizer\n(and anyone else) can depend on it directly, rather than relying on a\nreplace directive that wouldn't propagate to downstream consumers.\nFork exists because upstream Kagami/go-face has had no recent activity\nand ships a hardcoded -march=native CXXFLAGS that breaks portable\nbuilds (already patched here in a prior commit).",
"is_bot": false,
"headline": "Rename module path to github.com/leandroveronezi/go-face",
"author_name": "Leandro",
"author_login": null,
"committed_at": "2026-07-17T19:54:15Z",
"body_truncated": false,
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{
"oid": "2614cabe14fbbe2b9678dc1cb55058c639bd67dd",
"body": "change CXXFLAGS",
"is_bot": false,
"headline": "Update face.go",
"author_name": "leandroveronezi",
"author_login": "leandroveronezi",
"committed_at": "2023-03-21T21:32:08Z",
"body_truncated": false,
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},
{
"oid": "0c14797b4d0e0a8ff4e183ddbd93cab35a42f0f8",
"body": null,
"is_bot": false,
"headline": "Close recognized file",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2021-06-30T14:51:11Z",
"body_truncated": false,
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},
{
"oid": "c482b0e1acfb243025792fd8d59d385dca1c011b",
"body": "See #72",
"is_bot": false,
"headline": "Fix packages in readme",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2021-06-04T18:26:30Z",
"body_truncated": false,
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{
"oid": "6c87c71c30e470ead9c05875d19ee9541866b077",
"body": "Return early when an error occurs to avoid accessing a nil pointer",
"is_bot": false,
"headline": "Merge pull request #62 from marianrh/master",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2021-06-04T18:19:03Z",
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{
"oid": "e5b5ad1b9b5b0d77d11e69240a890cbc4c2142c7",
"body": "added explicit link to cblas",
"is_bot": false,
"headline": "Merge pull request #72 from feinedsquirrel/master",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2021-06-04T18:18:07Z",
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{
"oid": "d6114ae62e3e773dec328c6cfc2ba440f2ba3197",
"body": null,
"is_bot": false,
"headline": "add libatlas-base-dev to travis.yml",
"author_name": "feinedsquirrel",
"author_login": "feinedsquirrel",
"committed_at": "2021-06-04T18:07:52Z",
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},
{
"oid": "0add0adab63604d18fe5a742441ef4f3200e3292",
"body": null,
"is_bot": false,
"headline": "added explicit link to cblas",
"author_name": "feinedsquirrel",
"author_login": "feinedsquirrel",
"committed_at": "2021-06-04T17:17:21Z",
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},
{
"oid": "56ee79020959a16d1985825eaa4516476f55cee2",
"body": null,
"is_bot": false,
"headline": "Return early when an error occurs",
"author_name": "Marian Rainer-Harbach",
"author_login": "marianrh-apa",
"committed_at": "2020-10-07T15:04:11Z",
"body_truncated": false,
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},
{
"oid": "3dd2d74dccfb3d4e30f868736e523b6f03899ff2",
"body": "fix #60",
"is_bot": false,
"headline": "Merge pull request #61 from elonzh/master",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2020-08-25T06:57:30Z",
"body_truncated": false,
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{
"oid": "833c50d9ba1481e0c866e9954082d1a25a4f5355",
"body": null,
"is_bot": false,
"headline": "fix #60",
"author_name": "elonzhou",
"author_login": "elonzh",
"committed_at": "2020-08-25T01:38:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "318228d7f2c3a5f90c7f7d8d3e343c43c4132eba",
"body": null,
"is_bot": false,
"headline": "Fix travis build",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2020-08-24T14:11:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d4af7c8eab1cbae44801ab979bf8eff2dd223de2",
"body": null,
"is_bot": false,
"headline": "Fix testdata directory structure",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2020-05-13T17:31:38Z",
"body_truncated": false,
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},
{
"oid": "4c3eb8d32ca816fdf71e514cde1047f7eaf916dc",
"body": "Too much trouble.\nFixes #44",
"is_bot": false,
"headline": "Don't require pkgconfig for dlib",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2020-05-11T09:59:16Z",
"body_truncated": false,
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},
{
"oid": "cdce14551cd57c6dd97667f6d71df5a3cedd641a",
"body": "Fixes #40",
"is_bot": false,
"headline": "Use smaller number of elements for temporal array",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2020-05-11T09:39:42Z",
"body_truncated": false,
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},
{
"oid": "fd24bba43a1fa7e3a232c78d9770f2cc4e6024d2",
"body": null,
"is_bot": false,
"headline": "go.mod",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2020-05-08T23:56:42Z",
"body_truncated": false,
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},
{
"oid": "5137a1de68abe3d1bc79a542b2238342ea4c2ce5",
"body": "Defaults to pthread version which hangs.",
"is_bot": false,
"headline": "Don't recommend OpenBLAS implementation",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2020-05-08T23:54:44Z",
"body_truncated": false,
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},
{
"oid": "01156987f993f7d0b0cbcb38dc1cca9b2248255a",
"body": null,
"is_bot": false,
"headline": "Add hint",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2019-10-05T11:05:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fab496201e7879c11f3953d34032cd80e241f016",
"body": null,
"is_bot": false,
"headline": "Put shapes to go struct",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2019-08-31T18:24:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bab235b0ca4f3fa94e99bc8e9d9835f206ea88ff",
"body": "Add static Squared_euclidean_distance, Shapes to face object and Jittering",
"is_bot": false,
"headline": "Merge pull request #35 from Danile71/master",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2019-08-31T16:13:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1de2cba417eec9adadd5d1f9826299a5b32d68a2",
"body": null,
"is_bot": false,
"headline": "Restor default padding and fix readme",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2019-08-31T16:08:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "12608770fa7b760ecff61d437decd2883ad16d7e",
"body": null,
"is_bot": false,
"headline": "SquaredEuclideanDistance to Go",
"author_name": "danile71",
"author_login": "Danile71",
"committed_at": "2019-08-29T19:29:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1dec3dbedbdd8e3ab1a5006238c38e1a26706a87",
"body": null,
"is_bot": false,
"headline": "Format code",
"author_name": "danile71",
"author_login": "Danile71",
"committed_at": "2019-08-29T18:47:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3b933441585df7223bfd0658448fe4c1727f693d",
"body": "* RecognizeSingle(0, buf)\n* 0 - HOG\n* 1 - CNN",
"is_bot": false,
"headline": "Add CNN support",
"author_name": "korekovtsevda",
"author_login": "Danile71",
"committed_at": "2019-08-29T08:17:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "475c1e972a7e8ee25cd4ad4585b9dcece5841e9f",
"body": "* size (will be 150), padding, jittering",
"is_bot": false,
"headline": "classifier.Config(150, 0.2, 10)",
"author_name": "danile71",
"author_login": "Danile71",
"committed_at": "2019-08-28T20:58:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dc5e69ff421b90722078d1f125bdb3866840e0ff",
"body": "* jittering > 0 - make 'jittering' copies of img\n* jittering <= 0 - jittering is off",
"is_bot": false,
"headline": "Add jittering",
"author_name": "danile71",
"author_login": "Danile71",
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"headline": "Add shapes to face object",
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"author_login": "Kagami",
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"headline": "Fix stupid bug with comparing threshold",
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"body": "We don't need additional level of indirection and can store category in\ndistances vector right away.",
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"headline": "Simplify classify",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
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"headline": "Fix classify when threshold was specified",
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"headline": "Update FUNDING.yml",
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"author_login": "Kagami",
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"headline": "Create FUNDING.yml",
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"headline": "Fix compilation for old libjpeg",
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"body": "Don’t use mangled C names",
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"headline": "Merge pull request #23 from aai/mangle",
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"author_login": "Kagami",
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"headline": "Don’t use mangled C names",
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"headline": "Clarify pkgconfig fix in readme",
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"author_login": "Kagami",
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"headline": "Add ClassifyThreshold",
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"headline": "Add test for classify without samples set",
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"headline": "Fix nested list",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
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"body_truncated": false,
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"is_bot": false,
"headline": "Add Windows instructions",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-11-25T14:45:26Z",
"body_truncated": false,
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"body": "See: https://stackoverflow.com/q/4247068\nFixes #7",
"is_bot": false,
"headline": "Fix sed command for macOS",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-09-22T08:05:25Z",
"body_truncated": false,
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"body": "See #6",
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"headline": "Fix macOS instructions",
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"author_login": "Kagami",
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"is_bot": false,
"headline": "Add macOS instructions",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-08-17T07:08:40Z",
"body_truncated": false,
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},
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"oid": "eed406bbb4e66a8f5f75b07091fcac81d51434fa",
"body": "Per CppCoreGuidelines.",
"is_bot": false,
"headline": "Require SetSamples arguments to be rvalues",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-08-17T00:09:26Z",
"body_truncated": false,
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{
"oid": "b97cf0ae2293732375010bf0909665f2c728526d",
"body": "detector/net may throw.",
"is_bot": false,
"headline": "Use lock_guard for recognize locks",
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"author_login": "Kagami",
"committed_at": "2018-08-15T23:51:27Z",
"body_truncated": false,
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"body": "It's not possible to use fixed size with loss_metric so use arbitrary\nsized matrix. Explicit size should be more effecient but not much.",
"is_bot": false,
"headline": "Use same descriptor type everywhere",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-08-15T21:03:07Z",
"body_truncated": false,
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"is_bot": false,
"headline": "Add error tests",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-08-15T20:43:44Z",
"body_truncated": false,
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"body": null,
"is_bot": false,
"headline": "Use std::tie to unpack recognize result",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
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"body_truncated": false,
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"oid": "4d34280e2b364667a16e7a4876a4b670ac0771b5",
"body": "Shortcut is not allowed for xenial.",
"is_bot": false,
"headline": "Fix toolchain PPA source",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
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"body_truncated": false,
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"body": "GCC 6+ is required for shared_mutex. C++14 shared_timed_mutex seems to\nbe much slower: https://redd.it/4xa8fw\n\nAlso shared_mutex might be ineffecient for frequent short reads\n(https://stackoverflow.com/a/45580208) but it shouldn't be a bottleneck\nbecause recognition takes several hundred ms.",
"is_bot": false,
"headline": "Install GCC 7 on travis",
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"author_login": "Kagami",
"committed_at": "2018-08-13T23:15:49Z",
"body_truncated": false,
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"body": "dlib's frontal_face_detector and loss_metric are not thread-safe.\n\nIt's possible to use thread_local detector but that seems to be slower.\nSo use mutexes instead.\n\nCloses #1",
"is_bot": false,
"headline": "Thread-safety",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-08-13T20:52:32Z",
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"is_bot": false,
"headline": "Pass cats map as const reference",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
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"body_truncated": false,
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"body": "[ci skip]",
"is_bot": false,
"headline": "Add link to article",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-08-13T18:01:15Z",
"body_truncated": false,
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{
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"body": "[ci skip]",
"is_bot": false,
"headline": "Add example",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
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"body": "For better self-documentation.",
"is_bot": false,
"headline": "Call Close in test and example",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-08-12T13:44:06Z",
"body_truncated": false,
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"oid": "7aae0e5221d614350c91a5ecfe912147423da854",
"body": "It should be faster and issue with tests was fixed in 0.3.2.\n[ci skip]",
"is_bot": false,
"headline": "Use openblas in readme commands",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-08-10T11:54:11Z",
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"is_bot": false,
"headline": "Sort returned faces by rectangles",
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"headline": "Add commands for downloading required models",
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"author_login": "Kagami",
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"body_truncated": false,
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{
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"body": "[ci skip]",
"is_bot": false,
"headline": "Minor doc fixes",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
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"body": "GoDoc displays it wrong currently.",
"is_bot": false,
"headline": "Fix example",
"author_name": "Kagami Hiiragi",
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"committed_at": "2018-07-31T10:06:45Z",
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"body": "https://stackoverflow.com/a/31443271",
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"headline": "Use black-box testing",
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"headline": "Add example",
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"body": "[ci skip]",
"is_bot": false,
"headline": "Readme docs",
"author_name": "Kagami Hiiragi",
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"body": "[ci skip]",
"is_bot": false,
"headline": "Typo fix",
"author_name": "Kagami Hiiragi",
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{
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"body": "[ci skip]",
"is_bot": false,
"headline": "Update API docs",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
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"body_truncated": false,
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{
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"body": "[ci skip]",
"is_bot": false,
"headline": "Update docs, add godoc badge",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-07-30T16:19:25Z",
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"headline": "Add some API docs",
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"body_truncated": false,
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},
{
"oid": "07962d307a29c863c0f83e422772bbfda2a12227",
"body": "[ci skip]",
"is_bot": false,
"headline": "Update requirements info again",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
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"body_truncated": false,
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},
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"body": "[ci skip]",
"is_bot": false,
"headline": "Update requirements info",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
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{
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"body": null,
"is_bot": false,
"headline": "Use RecognizeSingleFile in tests",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-07-29T22:41:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "402bdaab651e85e267521e7853d843cdb00c3b9e",
"body": "[ci skip]",
"is_bot": false,
"headline": "Add models section",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-07-29T22:25:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "48b5cf29d175c4b8bc8190e2aa660faac61cd30e",
"body": "OpenBLAS 0.3.1 seems to be broken, needs to investigate.\n[ci skip]",
"is_bot": false,
"headline": "Fix Debian command again",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-07-29T22:05:53Z",
"body_truncated": false,
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},
{
"oid": "7619b1042aedd34539c772880d40dfba2dc7f161",
"body": "[ci skip]",
"is_bot": false,
"headline": "Debian install command needs dev files for blas",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
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"body_truncated": false,
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{
"oid": "21bc7e368d7ecf3fb278648748d8419025b8c586",
"body": "[ci skip]",
"is_bot": false,
"headline": "Readme fixes",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-07-29T21:22:53Z",
"body_truncated": false,
"is_coding_agent": false
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{
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"body": "[ci skip]",
"is_bot": false,
"headline": "Add basic install instructions",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-07-29T21:13:03Z",
"body_truncated": false,
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"is_bot": false,
"headline": "Rename Recognizer facerec pointer field",
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"author_login": "Kagami",
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{
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"headline": "Add pragma to classify.h",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-07-28T23:26:52Z",
"body_truncated": false,
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{
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"body": "libdlib-dev will install it automatically.",
"is_bot": false,
"headline": "Remove extra package line",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-07-28T21:56:18Z",
"body_truncated": false,
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{
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"headline": "Add idol tests",
"author_name": "Kagami Hiiragi",
"author_login": "Kagami",
"committed_at": "2018-07-28T16:42:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
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"is_bot": false,
"headline": "Fix go version on travis",
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"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "at_risk",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 47,
"inputs": {
"followers": 6,
"owner_type": "User",
"is_verified": null,
"owner_login": "leandroveronezi",
"public_repos": 21,
"account_age_days": 3459
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "6 followers of leandroveronezi",
"points": 6.1,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 6,
"login": "leandroveronezi"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "21 public repos, account ~9 yr old",
"points": 21.8,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 21
}
},
{
"code": "account_age_years",
"params": {
"years": 9
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"github.com/leandroveronezi/go-face"
],
"ecosystems": "go",
"any_deprecated": false,
"min_days_since_publish": 1
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on go",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "go"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 1 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 1
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "9 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 9
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "at_risk",
"name": "Engineering Quality",
"value": 40,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "1 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 1
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "critical",
"name": "Documentation",
"note": null,
"notes": [],
"value": 10,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": null,
"has_readme": false,
"has_docs_dir": false,
"has_description": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 42,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 42,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 4.2
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 6 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 3
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 46,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 13,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.25,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "25 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 13.3,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 25,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 51,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [
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"has_devcontainer": false,
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"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [
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],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
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}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
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],
"max_points": 11
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{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
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}
],
"max_points": 10
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{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
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]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
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"largest_source_bytes": 11914,
"source_files_sampled": 11,
"oversized_source_files": 0
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"components": [
{
"key": "type_checkable_code",
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"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
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}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
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"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
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"sampled": 11,
"oversized": 0
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],
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]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
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],
"metrics_version": "1.13.0"
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