Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.

VMAFx/vmafx

https://github.com/VMAFx/vmafx · scanned 2026-06-16 00:53 UTC (2 months, 1 week ago)

344 raw signals (0 security + 344 graph)

File as issue Image

UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 303 actionable findings from 1 signal source. 41 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON

100.0% cov · 303 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 49 Low 144 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 303 Crowd 0 Layer: Software 8 Network 9 Hardware 2 Frontend 1 Security 2 Cicd 1 Quality 280

Exclude dismissed / FP Exclude test files

All 16602 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

Label	Layer	Status	Path
`ai_tests`	software	healthy	`noxfile.py:48`
`mcp_tests`	software	healthy	`noxfile.py:56`
`vmaf_tune_tests`	software	healthy	`noxfile.py:69`
`dev_llm_tests`	software	healthy	`noxfile.py:76`
`roi_score_tests`	software	healthy	`noxfile.py:83`
`ensemble_kit_tests`	software	healthy	`noxfile.py:90`
`python_harness_tests`	software	healthy	`noxfile.py:102`
`all_tests`	software	healthy	`noxfile.py:120`
`lint`	software	healthy	`noxfile.py:131`
`__init__`	software	healthy	`ai/lpips_export.py:68`
`_denorm`	software	healthy	`ai/lpips_export.py:83`
`forward`	software	dead	`ai/lpips_export.py:88`
`_export`	software	healthy	`ai/lpips_export.py:96`
`_parity_check`	software	healthy	`ai/lpips_export.py:153`
`_write_sidecar`	software	healthy	`ai/lpips_export.py:183`
`_sha256`	software	healthy	`ai/lpips_export.py:210`
`main`	software	healthy	`ai/lpips_export.py:218`
`_make_payload`	software	healthy	`ai/tests/test_dataset.py:22`
`test_dataset_train_split_excludes_val_source`	software	healthy	`ai/tests/test_dataset.py:39`
`test_dataset_val_split_only_val_source`	software	healthy	`ai/tests/test_dataset.py:55`
`test_dataset_default_val_source_is_tennis`	software	healthy	`ai/tests/test_dataset.py:69`
`test_dataset_returns_tensor_with_correct_shape`	software	healthy	`ai/tests/test_dataset.py:73`
`test_dataset_numpy_arrays_round_trip`	software	healthy	`ai/tests/test_dataset.py:90`
`test_dataset_caches_payloads`	software	healthy	`ai/tests/test_dataset.py:106`
`provider`	software	healthy	`ai/tests/test_dataset.py:110`
`_write_parquet`	software	healthy	`ai/tests/test_eval_report_run_provenance.py:26`
`_stub_fold_metrics`	software	healthy	`ai/tests/test_eval_report_run_provenance.py:42`
`_assert_report`	software	healthy	`ai/tests/test_eval_report_run_provenance.py:46`
`_run_single_loso_script`	software	healthy	`ai/tests/test_eval_report_run_provenance.py:55`
`test_vmaf_tiny_v3_loso_report_records_run_provenance`	software	healthy	`ai/tests/test_eval_report_run_provenance.py:70`
`test_vmaf_tiny_v4_loso_report_records_run_provenance`	software	healthy	`ai/tests/test_eval_report_run_provenance.py:74`
`test_multiseed_report_records_run_provenance`	software	healthy	`ai/tests/test_eval_report_run_provenance.py:78`
`fake_run_one_seed`	software	healthy	`ai/tests/test_eval_report_run_provenance.py:82`
`test_vmaf_tiny_v5_report_records_run_provenance`	software	healthy	`ai/tests/test_eval_report_run_provenance.py:106`
`fake_run_loso`	software	healthy	`ai/tests/test_eval_report_run_provenance.py:111`
`test_csv_loads_and_round_trips`	software	healthy	`ai/tests/test_hardware_caps.py:46`
`test_csv_covers_target_architectures`	software	healthy	`ai/tests/test_hardware_caps.py:57`
`test_csv_has_no_benchmark_columns`	software	healthy	`ai/tests/test_hardware_caps.py:64`
`test_csv_every_row_has_primary_source`	software	healthy	`ai/tests/test_hardware_caps.py:85`
`test_csv_every_row_verified_2026_05_08`	software	healthy	`ai/tests/test_hardware_caps.py:102`
`test_csv_no_unverified_rows`	software	healthy	`ai/tests/test_hardware_caps.py:108`
`_make_csv`	software	healthy	`ai/tests/test_hardware_caps.py:129`
`_good_row`	software	healthy	`ai/tests/test_hardware_caps.py:138`
`test_loader_rejects_missing_columns`	software	healthy	`ai/tests/test_hardware_caps.py:156`
`test_loader_rejects_empty_field`	software	healthy	`ai/tests/test_hardware_caps.py:162`
`test_loader_rejects_bad_vendor`	software	healthy	`ai/tests/test_hardware_caps.py:168`
`test_loader_rejects_wikipedia_source`	software	healthy	`ai/tests/test_hardware_caps.py:174`
`test_loader_rejects_zero_encoding_blocks`	software	healthy	`ai/tests/test_hardware_caps.py:180`
`test_loader_rejects_missing_codec_dims`	software	healthy	`ai/tests/test_hardware_caps.py:186`
`test_loader_rejects_bad_date`	software	healthy	`ai/tests/test_hardware_caps.py:199`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`renovate.json`	software	healthy	`renovate.json`
`.markdownlint.json`	software	healthy	`.markdownlint.json`
`.semgrep.yml`	software	healthy	`.semgrep.yml`
`deny.toml`	software	healthy	`deny.toml`
`Cargo.toml`	software	healthy	`Cargo.toml`
`mkdocs.yml`	software	healthy	`mkdocs.yml`
`release-please-config.json`	software	healthy	`release-please-config.json`
`noxfile.py`	software	healthy	`noxfile.py`
`README.md`	software	healthy	`README.md`
`CLAUDE.md`	software	healthy	`CLAUDE.md`
`MAINTAINERS.md`	software	healthy	`MAINTAINERS.md`
`buf.gen.yaml`	software	healthy	`buf.gen.yaml`
`CONTRIBUTING.md`	software	healthy	`CONTRIBUTING.md`
`GOVERNANCE.md`	software	healthy	`GOVERNANCE.md`
`Dockerfile`	software	healthy	`Dockerfile`
`.gitleaks.toml`	software	healthy	`.gitleaks.toml`
`.pre-commit-config.yaml`	software	healthy	`.pre-commit-config.yaml`
`go.mod`	software	healthy	`go.mod`
`pyproject.toml`	software	healthy	`pyproject.toml`
`Makefile`	software	healthy	`Makefile`
`LICENSE`	software	healthy	`LICENSE`
`.release-please-manifest.json`	software	healthy	`.release-please-manifest.json`
`SUPPORT.md`	software	healthy	`SUPPORT.md`
`Cargo.lock`	software	healthy	`Cargo.lock`
`CODE_OF_CONDUCT.md`	software	healthy	`CODE_OF_CONDUCT.md`
`SECURITY.md`	software	healthy	`SECURITY.md`
`AGENTS.md`	software	healthy	`AGENTS.md`
`CHANGELOG.md`	software	healthy	`CHANGELOG.md`
`Cargo.toml`	software	healthy	`bindings/rust/vmafx/Cargo.toml`
`README.md`	software	healthy	`bindings/rust/vmafx/README.md`
`AGENTS.md`	software	healthy	`bindings/rust/vmafx/AGENTS.md`
`smoke.rs`	software	healthy	`bindings/rust/vmafx/tests/smoke.rs`
`error.rs`	software	healthy	`bindings/rust/vmafx/src/error.rs`
`picture.rs`	software	healthy	`bindings/rust/vmafx/src/picture.rs`
`model.rs`	software	healthy	`bindings/rust/vmafx/src/model.rs`
`context.rs`	software	healthy	`bindings/rust/vmafx/src/context.rs`
`lib.rs`	software	healthy	`bindings/rust/vmafx/src/lib.rs`
`score.rs`	software	healthy	`bindings/rust/vmafx/src/score.rs`
`Cargo.toml`	software	healthy	`bindings/rust/vmafx-sys/Cargo.toml`
`README.md`	software	healthy	`bindings/rust/vmafx-sys/README.md`
`build.rs`	software	healthy	`bindings/rust/vmafx-sys/build.rs`
`AGENTS.md`	software	healthy	`bindings/rust/vmafx-sys/AGENTS.md`
`integration_test.rs`	software	healthy	`bindings/rust/vmafx-sys/tests/integration_test.rs`
`score.rs`	software	healthy	`bindings/rust/vmafx-sys/examples/score.rs`
`lib.rs`	software	healthy	`bindings/rust/vmafx-sys/src/lib.rs`
`safe.rs`	software	healthy	`bindings/rust/vmafx-sys/src/safe.rs`
`alpine-3.20.Dockerfile`	software	healthy	`docker/dev/alpine-3.20.Dockerfile`
`ubuntu-26.04-sycl.Dockerfile`	software	healthy	`docker/dev/ubuntu-26.04-sycl.Dockerfile`
`arch.Dockerfile`	software	healthy	`docker/dev/arch.Dockerfile`
`fedora-40.Dockerfile`	software	healthy	`docker/dev/fedora-40.Dockerfile`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`_LpipsImagenetWrapper`	software	healthy	`ai/lpips_export.py:60`
`TestSelectTierEntriesDir`	software	healthy	`ai/tests/test_bvi_dvc_dir_mode.py:90`
`TestDirEntry`	software	healthy	`ai/tests/test_bvi_dvc_dir_mode.py:172`
`TestMainDirMode`	software	healthy	`ai/tests/test_bvi_dvc_dir_mode.py:226`
`TestStableKnobRepr`	software	healthy	`ai/tests/test_analyze_knob_sweep_unit.py:81`
`TestSlug`	software	healthy	`ai/tests/test_analyze_knob_sweep_unit.py:114`
`TestClosestBareAtBitrate`	software	healthy	`ai/tests/test_analyze_knob_sweep_unit.py:144`
`TestWriteSliceCsv`	software	healthy	`ai/tests/test_analyze_knob_sweep_unit.py:190`
`TestWriteSummaryMd`	software	healthy	`ai/tests/test_analyze_knob_sweep_unit.py:244`
`Trial`	software	healthy	`ai/tests/test_tune_cli.py:80`
`Report`	software	healthy	`ai/tests/test_tune_cli.py:140`
`_FakeProcess`	software	healthy	`ai/tests/test_frame_loader.py:15`
`_Result`	software	healthy	`ai/tests/test_feature_dump_branches.py:124`
`_R`	software	healthy	`ai/tests/test_feature_dump_branches.py:225`
`FakeSession`	software	healthy	`ai/tests/test_eval_probabilistic_proxy_unit.py:167`
`_Opaque`	software	healthy	`ai/tests/test_run_manifest_branches.py:30`
`_FakeProc`	software	healthy	`ai/tests/test_python_surfaces_bug_audit.py:179`
`_FakeRunner`	software	healthy	`ai/tests/test_lsvq.py:124`
`TestEmptyInputsRaiseValueError`	software	healthy	`ai/tests/test_eval_correlations.py:19`
`TestConstantInputsReturnsZeroCorrelationWithWarning`	software	healthy	`ai/tests/test_eval_correlations.py:32`
`TestNormalInputsUnchanged`	software	healthy	`ai/tests/test_eval_correlations.py:81`
`_FakeResponse`	software	healthy	`ai/tests/test_fetch_konvid_1k_unit.py:81`
`_FakeRunner`	software	healthy	`ai/tests/test_chug.py:70`
`_FakeAuditRunner`	software	healthy	`ai/tests/test_chug.py:292`
`_FakeFeatureRunner`	software	healthy	`ai/tests/test_chug.py:378`
`TestMosToVmafProxy`	software	healthy	`ai/tests/test_calibrate_phase_f_recipes_unit.py:48`
`TestSaliencyBenefitToIntensity`	software	healthy	`ai/tests/test_calibrate_phase_f_recipes_unit.py:83`
`TestIterCorpusRows`	software	healthy	`ai/tests/test_calibrate_phase_f_recipes_unit.py:112`
`TestUgcTargetVmafOffset`	software	healthy	`ai/tests/test_calibrate_phase_f_recipes_unit.py:178`
`TestUgcTightIntervalWidth`	software	healthy	`ai/tests/test_calibrate_phase_f_recipes_unit.py:229`
`TestResolutionDominance`	software	healthy	`ai/tests/test_calibrate_phase_f_recipes_unit.py:267`
`TestUgcSaliencyBenefitFraction`	software	healthy	`ai/tests/test_calibrate_phase_f_recipes_unit.py:301`
`TestCalibrateIntegration`	software	healthy	`ai/tests/test_calibrate_phase_f_recipes_unit.py:339`
`_SyntheticIngest`	software	healthy	`ai/tests/test_corpus_base.py:74`
`_FakeRunner`	software	healthy	`ai/tests/test_live_vqc.py:130`
`_FakeRunner`	software	healthy	`ai/tests/test_waterloo_ivc.py:136`
`TestStagingIO`	software	healthy	`ai/tests/test_extract_k150k_perf.py:64`
`TestGeometryFromSidecar`	software	healthy	`ai/tests/test_extract_k150k_perf.py:176`
`TestProcessClipFfprobeSkip`	software	healthy	`ai/tests/test_extract_k150k_perf.py:244`
`TestAllNanMetricsReturnsInf`	software	healthy	`ai/tests/test_tune_objective.py:22`
`TestNormalMetricsReturnsMinValue`	software	healthy	`ai/tests/test_tune_objective.py:61`
`TestGeometryFromSidecar`	software	healthy	`ai/tests/test_scripts_coverage_round2.py:96`
`TestParseFps`	software	healthy	`ai/tests/test_scripts_coverage_round2.py:142`
`TestIsHdrSource`	software	healthy	`ai/tests/test_scripts_coverage_round2.py:159`
`TestMotionFpsWeight`	software	healthy	`ai/tests/test_scripts_coverage_round2.py:183`
`TestFeatureArg`	software	healthy	`ai/tests/test_scripts_coverage_round2.py:206`
`TestLookupMetric`	software	healthy	`ai/tests/test_scripts_coverage_round2.py:240`
`TestAggregateFrames`	software	healthy	`ai/tests/test_scripts_coverage_round2.py:257`
`TestStagingRoundtrip`	software	healthy	`ai/tests/test_scripts_coverage_round2.py:291`
`TestCheckpointHelpers`	software	healthy	`ai/tests/test_scripts_coverage_round2.py:317`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`bindings`	software	healthy	`bindings`
`rust`	software	healthy	`bindings/rust`
`vmafx`	software	healthy	`bindings/rust/vmafx`
`tests`	software	healthy	`bindings/rust/vmafx/tests`
`src`	software	healthy	`bindings/rust/vmafx/src`
`vmafx-sys`	software	healthy	`bindings/rust/vmafx-sys`
`tests`	software	healthy	`bindings/rust/vmafx-sys/tests`
`examples`	software	healthy	`bindings/rust/vmafx-sys/examples`
`src`	software	healthy	`bindings/rust/vmafx-sys/src`
`docker`	software	healthy	`docker`
`dev`	software	healthy	`docker/dev`
`.devcontainer`	software	healthy	`.devcontainer`
`ai`	software	healthy	`ai`
`testdata`	software	healthy	`ai/testdata`
`bisect`	software	healthy	`ai/testdata/bisect`
`smoke-second-opinion-batch`	software	healthy	`ai/testdata/smoke-second-opinion-batch`
`tests`	software	healthy	`ai/tests`
`scripts`	software	healthy	`ai/scripts`
`train`	software	healthy	`ai/train`
`batch-manifests`	software	healthy	`ai/batch-manifests`
`saliency`	software	healthy	`ai/batch-manifests/saliency`
`sidecar`	software	healthy	`ai/sidecar`
`tests`	software	healthy	`ai/sidecar/tests`
`src`	software	healthy	`ai/src`
`vmaf_train`	software	healthy	`ai/src/vmaf_train`
`models`	software	healthy	`ai/src/vmaf_train/models`
`corpus`	software	healthy	`ai/src/corpus`
`aiutils`	software	healthy	`ai/src/aiutils`
`configs`	software	healthy	`ai/configs`
`testdata`	software	healthy	`testdata`
`config`	software	healthy	`config`
`crd`	software	healthy	`config/crd`
`bases`	software	healthy	`config/crd/bases`
`rbac`	software	healthy	`config/rbac`
`compat`	software	healthy	`compat`
`python-vmaf`	software	healthy	`compat/python-vmaf`
`tests`	software	healthy	`compat/python-vmaf/tests`
`resource`	software	healthy	`compat/python-vmaf/resource`
`model_param`	software	healthy	`compat/python-vmaf/resource/model_param`
`param`	software	healthy	`compat/python-vmaf/resource/param`
`example`	software	healthy	`compat/python-vmaf/resource/example`
`feature_param`	software	healthy	`compat/python-vmaf/resource/feature_param`
`dataset`	software	healthy	`compat/python-vmaf/resource/dataset`
`script`	software	healthy	`compat/python-vmaf/script`
`matlab`	software	healthy	`compat/python-vmaf/matlab`
`strred`	software	healthy	`compat/python-vmaf/matlab/strred`
`matlabPyrTools`	software	healthy	`compat/python-vmaf/matlab/strred/matlabPyrTools`
`TUTORIALS`	software	healthy	`compat/python-vmaf/matlab/strred/matlabPyrTools/TUTORIALS`
`MEX`	software	healthy	`compat/python-vmaf/matlab/strred/matlabPyrTools/MEX`
`STMAD_2011_MatlabCode`	software	healthy	`compat/python-vmaf/matlab/STMAD_2011_MatlabCode`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`build-cpu`	cicd	healthy	`.github/workflows/docker-publish-production.yml`
`smoke-test`	cicd	healthy	`.github/workflows/docker-publish-production.yml`
`build-cuda12`	cicd	healthy	`.github/workflows/docker-publish-production.yml`
`build-rocm6`	cicd	healthy	`.github/workflows/docker-publish-production.yml`
`build-oneapi2026`	cicd	healthy	`.github/workflows/docker-publish-production.yml`
`build-server`	cicd	healthy	`.github/workflows/docker-publish-production.yml`
`all-images`	cicd	healthy	`.github/workflows/docker-publish-production.yml`
`poll`	cicd	healthy	`.github/workflows/upstream-ffmpeg-hip-hwdec-watcher.yml`
`release-please`	cicd	healthy	`.github/workflows/release-please.yml`
`dev-container-build`	cicd	healthy	`.github/workflows/dev-container-build.yml`
`docker`	cicd	healthy	`.github/workflows/docker-image.yml`
`semgrep`	cicd	healthy	`.github/workflows/security-scans.yml`
`codeql-cpp`	cicd	healthy	`.github/workflows/security-scans.yml`
`codeql-python`	cicd	healthy	`.github/workflows/security-scans.yml`
`codeql-actions`	cicd	healthy	`.github/workflows/security-scans.yml`
`secret-scan`	cicd	healthy	`.github/workflows/security-scans.yml`
`dependency-review`	cicd	healthy	`.github/workflows/security-scans.yml`
`ffmpeg-av1-videotoolbox`	cicd	healthy	`.github/workflows/upstream-watcher.yml`
`go-ci`	cicd	healthy	`.github/workflows/go-ci.yml`
`libvmaf-build`	cicd	healthy	`.github/workflows/libvmaf-build-matrix.yml`
`windows`	cicd	healthy	`.github/workflows/libvmaf-build-matrix.yml`
`windows-gpu-build`	cicd	healthy	`.github/workflows/libvmaf-build-matrix.yml`
`analysis`	cicd	healthy	`.github/workflows/scorecard.yml`
`asan-ubsan`	cicd	healthy	`.github/workflows/sanitizers.yml`
`tsan`	cicd	healthy	`.github/workflows/sanitizers.yml`
`fuzz-nightly`	cicd	healthy	`.github/workflows/sanitizers.yml`
`build`	cicd	healthy	`.github/workflows/docs.yml`
`deploy`	cicd	healthy	`.github/workflows/docs.yml`
`gate`	cicd	healthy	`.github/workflows/e2e-k8s.yml`
`build-images`	cicd	healthy	`.github/workflows/e2e-k8s.yml`
`prepare-fixtures`	cicd	healthy	`.github/workflows/e2e-k8s.yml`
`e2e`	cicd	healthy	`.github/workflows/e2e-k8s.yml`
`poll`	cicd	healthy	`.github/workflows/upstream-netflix-955-watcher.yml`
`bisect`	cicd	healthy	`.github/workflows/nightly-bisect.yml`
`tsan`	cicd	healthy	`.github/workflows/nightly.yml`
`clang-tidy-full`	cicd	healthy	`.github/workflows/nightly.yml`
`netflix-benchmark`	cicd	healthy	`.github/workflows/nightly.yml`
`build-artifacts`	cicd	healthy	`.github/workflows/supply-chain.yml`
`sbom`	cicd	healthy	`.github/workflows/supply-chain.yml`
`sign`	cicd	healthy	`.github/workflows/supply-chain.yml`
`slsa-provenance`	cicd	healthy	`.github/workflows/supply-chain.yml`
`mcp-build`	cicd	healthy	`.github/workflows/supply-chain.yml`
`mcp-sign`	cicd	healthy	`.github/workflows/supply-chain.yml`
`mcp-publish-pypi`	cicd	healthy	`.github/workflows/supply-chain.yml`
`attach-to-release`	cicd	healthy	`.github/workflows/supply-chain.yml`
`ffmpeg`	cicd	healthy	`.github/workflows/ffmpeg-integration.yml`
`ffmpeg-sycl`	cicd	healthy	`.github/workflows/ffmpeg-integration.yml`
`pre-commit`	cicd	healthy	`.github/workflows/lint-and-format.yml`
`clang-tidy`	cicd	healthy	`.github/workflows/lint-and-format.yml`
`clang-tidy-sycl`	cicd	healthy	`.github/workflows/lint-and-format.yml`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`image::Dockerfile`	hardware	healthy	`Dockerfile`
`image::mcp-server/vmaf-mcp/Dockerfile`	hardware	healthy	`mcp-server/vmaf-mcp/Dockerfile`
`dev-mcp`	hardware	healthy	`dev/docker-compose.yml`
`smoke-probe-cron`	hardware	healthy	`dev/docker-compose.yml`
`k8s::CustomResourceDefinition::config/crd/bases/vmafx.dev_v…`	hardware	healthy	`config/crd/bases/vmafx.dev_vmafxjobs.yaml`
`k8s::CustomResourceDefinition::config/crd/bases/vmafx.dev_v…`	hardware	healthy	`config/crd/bases/vmafx.dev_vmafxnodes.yaml`
`k8s::CustomResourceDefinition::config/crd/bases/vmafx.dev_v…`	hardware	healthy	`config/crd/bases/vmafx.dev_vmafxmodeltrainings.yaml`
`k8s::ClusterRole::config/rbac/role_vmafxnode.yaml`	hardware	healthy	`config/rbac/role_vmafxnode.yaml`
`k8s::ClusterRole::config/rbac/role.yaml`	hardware	healthy	`config/rbac/role.yaml`
`k8s::ClusterRole::config/rbac/role_vmafxmodeltraining.yaml`	hardware	healthy	`config/rbac/role_vmafxmodeltraining.yaml`
`k8s::ClusterRole::config/rbac/role_vmafxjob.yaml`	hardware	healthy	`config/rbac/role_vmafxjob.yaml`
`k8s::TestSuite::test/e2e/kuttl-tests/kuttl-test.yaml`	hardware	healthy	`test/e2e/kuttl-tests/kuttl-test.yaml`
`k8s::TestStep::test/e2e/kuttl-tests/03-node-heartbeat/02-as…`	hardware	healthy	`test/e2e/kuttl-tests/03-node-heartbeat/02-assert.yaml`
`k8s::VmafxNode::test/e2e/kuttl-tests/03-node-heartbeat/01-a…`	hardware	healthy	`test/e2e/kuttl-tests/03-node-heartbeat/01-assert.yaml`
`k8s::TestStep::test/e2e/kuttl-tests/03-node-heartbeat/01-as…`	hardware	healthy	`test/e2e/kuttl-tests/03-node-heartbeat/01-assert.yaml`
`k8s::VmafxNode::test/e2e/kuttl-tests/03-node-heartbeat/00-c…`	hardware	healthy	`test/e2e/kuttl-tests/03-node-heartbeat/00-create.yaml`
`k8s::VmafxJob::test/e2e/kuttl-tests/02-vmafxjob-creates-pod…`	hardware	healthy	`test/e2e/kuttl-tests/02-vmafxjob-creates-pod/02-assert.yaml`
`k8s::TestStep::test/e2e/kuttl-tests/02-vmafxjob-creates-pod…`	hardware	healthy	`test/e2e/kuttl-tests/02-vmafxjob-creates-pod/02-assert.yaml`
`k8s::VmafxJob::test/e2e/kuttl-tests/02-vmafxjob-creates-pod…`	hardware	healthy	`test/e2e/kuttl-tests/02-vmafxjob-creates-pod/01-assert.yaml`
`k8s::VmafxJob::test/e2e/kuttl-tests/02-vmafxjob-creates-pod…`	hardware	healthy	`test/e2e/kuttl-tests/02-vmafxjob-creates-pod/00-create.yaml`
`k8s::ConfigMap::test/e2e/kuttl-tests/02-vmafxjob-creates-po…`	hardware	healthy	`test/e2e/kuttl-tests/02-vmafxjob-creates-pod/00-create.yaml`
`k8s::Namespace::test/e2e/kuttl-tests/02-vmafxjob-creates-po…`	hardware	healthy	`test/e2e/kuttl-tests/02-vmafxjob-creates-pod/00-create.yaml`
`k8s::TestStep::test/e2e/kuttl-tests/04-rclone-score/01-uplo…`	hardware	healthy	`test/e2e/kuttl-tests/04-rclone-score/01-upload-fixtures.yaml`
`k8s::Secret::test/e2e/kuttl-tests/04-rclone-score/00-setup.…`	hardware	healthy	`test/e2e/kuttl-tests/04-rclone-score/00-setup.yaml`
`k8s::VmafxJob::test/e2e/kuttl-tests/04-rclone-score/03-asse…`	hardware	healthy	`test/e2e/kuttl-tests/04-rclone-score/03-assert.yaml`
`k8s::TestStep::test/e2e/kuttl-tests/04-rclone-score/03-asse…`	hardware	healthy	`test/e2e/kuttl-tests/04-rclone-score/03-assert.yaml`
`k8s::VmafxJob::test/e2e/kuttl-tests/04-rclone-score/02-crea…`	hardware	healthy	`test/e2e/kuttl-tests/04-rclone-score/02-create-job.yaml`
`k8s::CustomResourceDefinition::test/e2e/kuttl-tests/01-oper…`	hardware	healthy	`test/e2e/kuttl-tests/01-operator-installs/00-assert.yaml`
`k8s::TestStep::test/e2e/kuttl-tests/01-operator-installs/00…`	hardware	healthy	`test/e2e/kuttl-tests/01-operator-installs/00-install.yaml`
`k8s::TestStep::test/e2e/kuttl-tests/05-sidecar-trainer/02-a…`	hardware	healthy	`test/e2e/kuttl-tests/05-sidecar-trainer/02-assert.yaml`
`k8s::VmafxModelTraining::test/e2e/kuttl-tests/05-sidecar-tr…`	hardware	healthy	`test/e2e/kuttl-tests/05-sidecar-trainer/00-create.yaml`
`k8s::VmafxJob::test/e2e/kuttl-tests/05-sidecar-trainer/01-f…`	hardware	healthy	`test/e2e/kuttl-tests/05-sidecar-trainer/01-feed-sample.yaml`
`k8s::VmafxModelTraining::test/e2e/kuttl-tests/05-sidecar-tr…`	hardware	healthy	`test/e2e/kuttl-tests/05-sidecar-trainer/01-feed-sample.yaml`
`k8s::TestStep::test/e2e/kuttl-tests/05-sidecar-trainer/01-f…`	hardware	healthy	`test/e2e/kuttl-tests/05-sidecar-trainer/01-feed-sample.yaml`
`k8s::VmafxTenant::deploy/helm/vmafx/templates/tenant-crd-co…`	hardware	healthy	`deploy/helm/vmafx/templates/tenant-crd-config.yaml`
`k8s::ConfigMap::deploy/helm/vmafx/templates/configmap.yaml`	hardware	healthy	`deploy/helm/vmafx/templates/configmap.yaml`
`k8s::ConfigMap::deploy/helm/vmafx/templates/otel-collector-…`	hardware	healthy	`deploy/helm/vmafx/templates/otel-collector-sidecar.yaml`
`k8s::ServiceMonitor::deploy/helm/vmafx/templates/servicemon…`	hardware	healthy	`deploy/helm/vmafx/templates/servicemonitor.yaml`
`k8s::NetworkPolicy::deploy/helm/vmafx/templates/networkpoli…`	hardware	healthy	`deploy/helm/vmafx/templates/networkpolicy.yaml`
`k8s::PodDisruptionBudget::deploy/helm/vmafx/templates/pdb.y…`	hardware	healthy	`deploy/helm/vmafx/templates/pdb.yaml`
`k8s::PersistentVolumeClaim::deploy/helm/vmafx/templates/pvc…`	hardware	healthy	`deploy/helm/vmafx/templates/pvc.yaml`
`k8s::Secret::deploy/helm/vmafx/templates/secret-rclone-conf…`	hardware	healthy	`deploy/helm/vmafx/templates/secret-rclone-config.yaml`
`k8s::ServiceAccount::deploy/helm/vmafx/templates/serviceacc…`	hardware	healthy	`deploy/helm/vmafx/templates/serviceaccount.yaml`
`k8s::Role::deploy/helm/vmafx/templates/operator-rbac.yaml`	hardware	healthy	`deploy/helm/vmafx/templates/operator-rbac.yaml`
`k8s::ClusterRole::deploy/helm/vmafx/templates/operator-rbac…`	hardware	healthy	`deploy/helm/vmafx/templates/operator-rbac.yaml`
`k8s::ClusterRoleBinding::deploy/helm/vmafx/templates/operat…`	hardware	healthy	`deploy/helm/vmafx/templates/operator-rbac.yaml`
`k8s::RoleBinding::deploy/helm/vmafx/templates/operator-rbac…`	hardware	healthy	`deploy/helm/vmafx/templates/operator-rbac.yaml`
`k8s::ServiceAccount::deploy/helm/vmafx/templates/operator-r…`	hardware	healthy	`deploy/helm/vmafx/templates/operator-rbac.yaml`
`k8s::CustomResourceDefinition::deploy/helm/vmafx/crds/vmafx…`	hardware	healthy	`deploy/helm/vmafx/crds/vmafx.dev_vmafxjobs.yaml`
`k8s::CustomResourceDefinition::deploy/helm/vmafx/crds/vmafx…`	hardware	healthy	`deploy/helm/vmafx/crds/vmafx.dev_vmafxtenants.yaml`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`gha::docker-publish-production`	cicd	healthy	`.github/workflows/docker-publish-production.yml`
`gha::upstream-ffmpeg-hip-hwdec-watcher`	cicd	healthy	`.github/workflows/upstream-ffmpeg-hip-hwdec-watcher.yml`
`gha::release-please`	cicd	healthy	`.github/workflows/release-please.yml`
`gha::dev-container-build`	cicd	healthy	`.github/workflows/dev-container-build.yml`
`gha::docker-image`	cicd	healthy	`.github/workflows/docker-image.yml`
`gha::security-scans`	cicd	healthy	`.github/workflows/security-scans.yml`
`gha::upstream-watcher`	cicd	healthy	`.github/workflows/upstream-watcher.yml`
`gha::go-ci`	cicd	healthy	`.github/workflows/go-ci.yml`
`gha::libvmaf-build-matrix`	cicd	healthy	`.github/workflows/libvmaf-build-matrix.yml`
`gha::scorecard`	cicd	healthy	`.github/workflows/scorecard.yml`
`gha::sanitizers`	cicd	healthy	`.github/workflows/sanitizers.yml`
`gha::docs`	cicd	healthy	`.github/workflows/docs.yml`
`gha::e2e-k8s`	cicd	healthy	`.github/workflows/e2e-k8s.yml`
`gha::upstream-netflix-955-watcher`	cicd	healthy	`.github/workflows/upstream-netflix-955-watcher.yml`
`gha::nightly-bisect`	cicd	healthy	`.github/workflows/nightly-bisect.yml`
`gha::nightly`	cicd	healthy	`.github/workflows/nightly.yml`
`gha::supply-chain`	cicd	healthy	`.github/workflows/supply-chain.yml`
`gha::ffmpeg-integration`	cicd	healthy	`.github/workflows/ffmpeg-integration.yml`
`gha::lint-and-format`	cicd	healthy	`.github/workflows/lint-and-format.yml`
`gha::rust-ci`	cicd	healthy	`.github/workflows/rust-ci.yml`
`gha::rule-enforcement`	cicd	healthy	`.github/workflows/rule-enforcement.yml`
`gha::tests-and-quality-gates`	cicd	healthy	`.github/workflows/tests-and-quality-gates.yml`
`gha::upstream-netflix-645-hdr-model-watcher`	cicd	healthy	`.github/workflows/upstream-netflix-645-hdr-model-watcher.yml`
`gha::docker-publish-operator-node`	cicd	healthy	`.github/workflows/docker-publish-operator-node.yml`
`gha::fuzz`	cicd	healthy	`.github/workflows/fuzz.yml`
`gha::build`	cicd	healthy	`.github/workflows/build.yml`
`gha::required-aggregator`	cicd	healthy	`.github/workflows/required-aggregator.yml`
`gha::doxygen-public-api`	cicd	healthy	`.github/workflows/doxygen-public-api.yml`

Label	Layer	Status	Path
`port:256`	network	healthy	`Dockerfile`
`port:243`	network	healthy	`Dockerfile`
`port:16`	network	healthy	`ai/sidecar/online_trainer.py`
`port:32`	network	healthy	`ai/configs/learned_filter_v1_qat.yaml`
`port:20`	network	healthy	`ai/configs/learned_filter_v1_qat.yaml`
`port:8080`	network	healthy	`test/e2e/kuttl-tests/03-node-heartbeat/00-create.yaml`
`port:9000`	network	healthy	`test/e2e/kuttl-tests/04-rclone-score/00-setup.yaml`
`port:5000`	network	healthy	`test/e2e/kuttl-tests/05-sidecar-trainer/00-create.yaml`
`port:53`	network	healthy	`deploy/helm/vmafx/templates/networkpolicy.yaml`
`port:10`	network	healthy	`tools/ensemble-training-kit/prepare-gdrive-bundle.sh`
`port:420`	network	healthy	`tools/ensemble-training-kit/prepare-gdrive-bundle.sh`
`port:422`	network	healthy	`tools/ensemble-training-kit/prepare-gdrive-bundle.sh`
`port:444`	network	healthy	`tools/ensemble-training-kit/prepare-gdrive-bundle.sh`
`port:12`	network	healthy	`tools/ensemble-training-kit/prepare-gdrive-bundle.sh`
`port:06`	network	healthy	`.github/workflows/upstream-ffmpeg-hip-hwdec-watcher.yml`
`port:30`	network	healthy	`.github/workflows/upstream-ffmpeg-hip-hwdec-watcher.yml`
`port:08`	network	healthy	`.github/workflows/upstream-watcher.yml`
`port:04`	network	healthy	`.github/workflows/sanitizers.yml`
`port:03`	network	healthy	`.github/workflows/e2e-k8s.yml`
`port:47`	network	healthy	`.github/workflows/e2e-k8s.yml`
`port:17`	network	healthy	`.github/workflows/e2e-k8s.yml`
`port:37`	network	healthy	`.github/workflows/nightly-bisect.yml`
`port:15`	network	healthy	`.github/workflows/upstream-netflix-645-hdr-model-watcher.yml`
`port:02`	network	healthy	`.github/workflows/fuzz.yml`

Label	Layer	Status	Path
`auth::deploy/helm/vmafx/values.schema.json`	security	healthy	`deploy/helm/vmafx/values.schema.json`
`auth::cmd/vmafx-controller/main.go`	security	healthy	`cmd/vmafx-controller/main.go`
`auth::tools/vmaf-tune/src/vmaftune/predictor_train.py`	security	healthy	`tools/vmaf-tune/src/vmaftune/predictor_train.py`
`auth::deploy/helm/vmafx/AGENTS.md`	security	healthy	`deploy/helm/vmafx/AGENTS.md`
`auth::.github/workflows/supply-chain.yml`	security	healthy	`.github/workflows/supply-chain.yml`
`auth::.claude/skills/prep-release/SKILL.md`	security	healthy	`.claude/skills/prep-release/SKILL.md`
`auth::cmd/vmafx-controller/auth/grpc_interceptor_test.go`	security	healthy	`cmd/vmafx-controller/auth/grpc_interceptor_test.go`
`auth::.github/workflows/docker-publish-operator-node.yml`	security	healthy	`.github/workflows/docker-publish-operator-node.yml`
`auth::go.mod`	security	healthy	`go.mod`
`auth::cmd/vmafx-controller/auth/grpc_interceptor.go`	security	healthy	`cmd/vmafx-controller/auth/grpc_interceptor.go`
`auth::deploy/helm/vmafx/templates/tenant-crd-config.yaml`	security	healthy	`deploy/helm/vmafx/templates/tenant-crd-config.yaml`
`auth::AGENTS.md`	security	healthy	`AGENTS.md`
`auth::cmd/vmafx-controller/auth/middleware_test.go`	security	healthy	`cmd/vmafx-controller/auth/middleware_test.go`
`auth::docs/adr/README.md`	security	healthy	`docs/adr/README.md`
`auth::cmd/vmafx-controller/queue/queue.go`	security	healthy	`cmd/vmafx-controller/queue/queue.go`
`auth::cmd/vmafx-controller/auth/middleware.go`	security	healthy	`cmd/vmafx-controller/auth/middleware.go`
`auth::deploy/helm/vmafx/crds/vmafx.dev_vmafxtenants.yaml`	security	healthy	`deploy/helm/vmafx/crds/vmafx.dev_vmafxtenants.yaml`
`auth::cmd/vmafx-controller/auth/rsa.go`	security	healthy	`cmd/vmafx-controller/auth/rsa.go`
`auth::.gitleaks.toml`	security	healthy	`.gitleaks.toml`
`auth::README.md`	security	healthy	`README.md`
`auth::.github/workflows/docker-publish-production.yml`	security	healthy	`.github/workflows/docker-publish-production.yml`
`auth::deploy/helm/vmafx/values.yaml`	security	healthy	`deploy/helm/vmafx/values.yaml`

Label	Layer	Status	Path
`k8s::Deployment::test/e2e/kuttl-tests/03-node-heartbeat/01-…`	hardware	healthy	`test/e2e/kuttl-tests/03-node-heartbeat/01-assert.yaml`
`k8s::Deployment::test/e2e/kuttl-tests/03-node-heartbeat/00-…`	hardware	healthy	`test/e2e/kuttl-tests/03-node-heartbeat/00-create.yaml`
`k8s::Pod::test/e2e/kuttl-tests/02-vmafxjob-creates-pod/01-a…`	hardware	healthy	`test/e2e/kuttl-tests/02-vmafxjob-creates-pod/01-assert.yaml`
`k8s::StatefulSet::test/e2e/kuttl-tests/04-rclone-score/00-s…`	hardware	healthy	`test/e2e/kuttl-tests/04-rclone-score/00-setup.yaml`
`k8s::Deployment::test/e2e/kuttl-tests/01-operator-installs/…`	hardware	healthy	`test/e2e/kuttl-tests/01-operator-installs/00-assert.yaml`
`k8s::Deployment::test/e2e/kuttl-tests/05-sidecar-trainer/00…`	hardware	healthy	`test/e2e/kuttl-tests/05-sidecar-trainer/00-create.yaml`
`k8s::StatefulSet::deploy/helm/vmafx/templates/statefulset.y…`	hardware	healthy	`deploy/helm/vmafx/templates/statefulset.yaml`
`k8s::Deployment::deploy/helm/vmafx/templates/operator-deplo…`	hardware	healthy	`deploy/helm/vmafx/templates/operator-deployment.yaml`
`k8s::Job::deploy/helm/vmafx/templates/job.yaml`	hardware	healthy	`deploy/helm/vmafx/templates/job.yaml`
`k8s::Deployment::deploy/helm/vmafx/templates/node.yaml`	hardware	healthy	`deploy/helm/vmafx/templates/node.yaml`
`k8s::Deployment::deploy/helm/vmafx/templates/deployment.yaml`	hardware	healthy	`deploy/helm/vmafx/templates/deployment.yaml`
`k8s::Pod::deploy/helm/vmafx/templates/tests/test-connection…`	hardware	healthy	`deploy/helm/vmafx/templates/tests/test-connection.yaml`

Label	Layer	Status	Path
`IMAGE_NAME`	cicd	healthy	`—`
`KUBECTL_VERSION`	cicd	healthy	`—`
`E2E_IMAGE_TAG`	cicd	healthy	`—`
`KIND_VERSION`	cicd	healthy	`—`
`HELM_VERSION`	cicd	healthy	`—`
`REGISTRY`	cicd	healthy	`—`
`NODE_IMAGE`	cicd	healthy	`—`
`OPERATOR_IMAGE`	cicd	healthy	`—`
`GITHUB_TOKEN`	cicd	healthy	`—`
`MAX_TOTAL_TIME`	cicd	healthy	`—`
`KUTTL_VERSION`	cicd	healthy	`—`
`CLUSTER_NAME`	cicd	healthy	`—`

Label	Layer	Status	Path
`192.168.1.1`	network	healthy	`compat/python-vmaf/tools/scanf.py`
`1.4.341.0`	network	healthy	`docs/adr/README.md`
`10.0.0.0`	network	healthy	`deploy/helm/vmafx/values.yaml`
`172.16.0.0`	network	healthy	`deploy/helm/vmafx/values.yaml`
`192.168.0.0`	network	healthy	`deploy/helm/vmafx/values.yaml`
`127.0.0.1`	network	healthy	`cmd/vmafx-controller/main_extra_test.go`
`192.0.2.0`	network	healthy	`cmd/vmafx-operator/internal/controller/vmafxjob_controlleri…`
`192.0.2.1`	network	healthy	`cmd/vmafx-operator/internal/controller/vmafxjob_controlleri…`

Label	Layer	Status	Path
`vps::aws`	hardware	healthy	`go.mod`
`vps::ec2`	hardware	healthy	`go.mod`
`vps::azure`	hardware	healthy	`deploy/helm/vmafx/values.yaml`

Label	Layer	Status	Path
`grpc::VmafxController`	api	healthy	`cmd/vmafx-controller/proto/controller.proto`
`grpc::VmafxScoring`	api	healthy	`proto/vmafx.proto`

Label	Layer	Status	Path
`sqlite`	data	healthy	`mkdocs.yml`
`redis`	data	healthy	`go.mod`

Label	Layer	Status	Path
`IF`	data	healthy	`cmd/vmafx-controller/queue/schema.sql`
`jobs`	data	healthy	`cmd/vmafx-controller/queue/schema.sql`

Label	Layer	Status	Path
`loadbalancer`	network	healthy	`deploy/helm/vmafx/values.schema.json`
`nginx`	network	healthy	`deploy/helm/vmafx/values.yaml`

Label	Layer	Status	Path
`repobility-clone-e8v7lpnc`	software	healthy	`/tmp/repobility-clone-e8v7lpnc`

Label	Layer	Status	Path
`ingress::deploy/helm/vmafx/templates/ingress.yaml`	network	healthy	`deploy/helm/vmafx/templates/ingress.yaml`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`renovate.json`

For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.

For AI agents + API integrations

Email me when this repo regresses

Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.

API access

This page is publicly accessible at: https://repobility.com/scan/ee36f8de-3873-4886-b853-c07c3af142dd/

To check status programmatically (no auth required):

curl -s https://repobility.com/api/v1/public/scan/ee36f8de-3873-4886-b853-c07c3af142dd/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.

VMAFx/vmafx

Complete repo analysis

function 50+

file 50+

class 50+

directory 50+

job 50+

container 50+

pipeline 28

port 24

auth 22

pod 12

env_var 12

service 8

vps 3

grpc 2

database 2

table 2

load_balancer 2

repo 1

ingress 1

gpu 1