Public record
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-17 03:11 UTC

NVIDIA / aicr

Tooling for optimized, validated, and reproducible GPU-accelerated AI runtime in Kubernetes

Go · Markdown · YAMLApache-2.0★ 348 stars⑂ 72 forkssince Jan 2026View on GitHub ↗

NVIDIA/aicr holds a health index of 82 out of 100, placing it in the Good band. It scores highest on Engineering Quality (90/100) and lowest on Community & Adoption (73/100). It was last updated today. 2 contributors account for most of its recent work.

82
overall / 100
Good

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

82
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

Ownership

NVIDIA CorporationOrganization
28,056 followers766 public repossince May 2012

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/NVIDIA/aicrv0.17.0-1113 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

86Excellent · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
16.6/36Commit cadence — 24/52 weeks with commits
18/18Commit volume — 1,609 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 21 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,609
human_commit_share
days_since_last_push0
active_weeks_last_year24
How it's scored
27/27Ships releases — 69 releases published
36/36Release recency — latest release 3 days ago
27/27Release cadence — a release every ~13.3 days
4/10OpenSSF Scorecard: Signed-Releases — 3 out of the last 5 releases have a total of 3 signed artifacts.
Inputs used
releases_count69
latest_release_tagv0.17.0
releases_from_tagsno
days_since_latest_release3
mean_days_between_releases13.3

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

73Good · 18% of overall
How it's scored
41.2/60Stars — 348 stars
15.4/25Forks — 72 forks
0/15Watchers — 1 watchers
Inputs used
forks72
stars348
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateyes

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

81Good · 24% of overall
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
13/22.5Commit distribution — top contributor authored 42% of commits
13.5/13.5Contributor breadth — 52 contributors
10/10OpenSSF Scorecard: Contributors — project has 16 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled52
top_contributor_share0.424
How it's scored
38.4/46.8Issue resolution — 82% of issues closed
34.5/38.3PR acceptance — 1,139/1,262 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs1,139
open_issues94
closed_issues430
issue_closed_ratio0.821
closed_unmerged_prs123
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 28,056 followers of NVIDIA
25/25Track record — 766 public repos, account ~14 yr old
Inputs used
followers28,056
owner_typeOrganization
is_verified
owner_loginNVIDIA
public_repos766
account_age_days5,180
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 3 days ago
20/20Version history — 111 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/NVIDIA/aicr
ecosystemsgo
any_deprecatedno
min_days_since_publish3

Engineering Quality

Are baseline engineering and documentation practices in place?

90Excellent · 20% of overall
How it's scored
24/24CI workflows — 58 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yaml, .golangci.yml
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://docs.nvidia.com/aicr/
10/10Repository description
10/10Topics — 8 topics
0/10Wiki
Inputs used
topicsai, argocd, config, gpu, helm, kubernetes, manifest, runtime
has_wikino
homepagehttps://docs.nvidia.com/aicr/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

76Good · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 16 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 21 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
3.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
4.5/5SAST — SAST tool detected but not run on all commits
5/5Security-Policy — security policy file detected
3/7.5Signed-Releases — 3 out of the last 5 releases have a total of 3 signed artifacts.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
5.2/7.5Vulnerabilities — 3 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate7.6

AI Readiness

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.

87Excellent · 0% of overall
How it's scored
45/45Agent instructions — .claude/CLAUDE.md, .github/copilot-instructions.md, AGENTS.md, vendor/github.com/aws/smithy-go/AGENTS.md, vendor/go.opentelemetry.io/otel/AGENTS.md, vendor/go.opentelemetry.io/otel/CLAUDE.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share
agent_instruction_files.claude/CLAUDE.md, .github/copilot-instructions.md, AGENTS.md, vendor/github.com/aws/smithy-go/AGENTS.md, vendor/go.opentelemetry.io/otel/AGENTS.md, vendor/go.opentelemetry.io/otel/CLAUDE.md
agent_instruction_max_bytes39,414
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
18/18One-command bootstrap — Makefile, vendor/github.com/CycloneDX/cyclonedx-go/Makefile, vendor/github.com/Masterminds/semver/v3/Makefile, vendor/github.com/Masterminds/sprig/v3/Makefile, vendor/github.com/aws/smithy-go/Makefile, vendor/github.com/digitorus/pkcs7/Makefile, vendor/github.com/distribution/reference/Makefile, vendor/github.com/emicklei/go-restful/v3/Makefile, vendor/github.com/felixge/httpsnoop/Makefile, vendor/github.com/hashicorp/go-multierror/Makefile, vendor/github.com/hashicorp/go-retryablehttp/Makefile, vendor/github.com/hashicorp/go-rootcerts/Makefile, vendor/github.com/hashicorp/go-sockaddr/GNUmakefile, vendor/github.com/hashicorp/hcl/Makefile, vendor/github.com/munnerz/goautoneg/Makefile, vendor/github.com/pkg/errors/Makefile, vendor/github.com/prometheus/procfs/Makefile, vendor/github.com/spf13/cast/Makefile, vendor/github.com/spf13/cobra/Makefile, vendor/github.com/stretchr/objx/Taskfile.yml, vendor/github.com/urfave/cli/v3/Makefile, vendor/go.opentelemetry.io/otel/Makefile, vendor/google.golang.org/grpc/Makefile, vendor/oras.land/oras-go/v2/Makefile, vendor/sigs.k8s.io/json/Makefile, vendor/sigs.k8s.io/kustomize/kyaml/openapi/Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yaml, .golangci.yml
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no data
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
7/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile, vendor/github.com/CycloneDX/cyclonedx-go/Makefile, vendor/github.com/Masterminds/semver/v3/Makefile, vendor/github.com/Masterminds/sprig/v3/Makefile, vendor/github.com/aws/smithy-go/Makefile, vendor/github.com/digitorus/pkcs7/Makefile, vendor/github.com/distribution/reference/Makefile, vendor/github.com/emicklei/go-restful/v3/Makefile, vendor/github.com/felixge/httpsnoop/Makefile, vendor/github.com/hashicorp/go-multierror/Makefile, vendor/github.com/hashicorp/go-retryablehttp/Makefile, vendor/github.com/hashicorp/go-rootcerts/Makefile, vendor/github.com/hashicorp/go-sockaddr/GNUmakefile, vendor/github.com/hashicorp/hcl/Makefile, vendor/github.com/munnerz/goautoneg/Makefile, vendor/github.com/pkg/errors/Makefile, vendor/github.com/prometheus/procfs/Makefile, vendor/github.com/spf13/cast/Makefile, vendor/github.com/spf13/cobra/Makefile, vendor/github.com/stretchr/objx/Taskfile.yml, vendor/github.com/urfave/cli/v3/Makefile, vendor/go.opentelemetry.io/otel/Makefile, vendor/google.golang.org/grpc/Makefile, vendor/oras.land/oras-go/v2/Makefile, vendor/sigs.k8s.io/json/Makefile, vendor/sigs.k8s.io/kustomize/kyaml/openapi/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
How it's scored
45/45Type-checkable code — Go (statically typed)
53.8/55Manageable file sizes — 19/851 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes136,640
source_files_sampled851
oversized_source_files19
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — vendor/github.com/google/certificate-transparency-go/client/configpb/multilog.proto, vendor/github.com/google/gnostic-models/extensions/extension.proto, vendor/github.com/google/gnostic-models/openapiv2/OpenAPIv2.proto, vendor/github.com/google/gnostic-models/openapiv3/OpenAPIv3.proto, vendor/github.com/google/gnostic-models/openapiv3/annotations.proto, vendor/github.com/googleapis/gax-go/v2/apierror/internal/proto/custom_error.proto, vendor/github.com/googleapis/gax-go/v2/apierror/internal/proto/error.proto, vendor/github.com/grpc-ecosystem/grpc-gateway/v2/protoc-gen-openapiv2/options/annotations.proto, vendor/github.com/grpc-ecosystem/grpc-gateway/v2/protoc-gen-openapiv2/options/openapiv2.proto, vendor/k8s.io/api/admissionregistration/v1/generated.proto, vendor/k8s.io/api/admissionregistration/v1alpha1/generated.proto, vendor/k8s.io/api/admissionregistration/v1beta1/generated.proto, vendor/k8s.io/api/apidiscovery/v2/generated.proto, vendor/k8s.io/api/apidiscovery/v2beta1/generated.proto, vendor/k8s.io/api/apiserverinternal/v1alpha1/generated.proto, vendor/k8s.io/api/apps/v1/generated.proto, vendor/k8s.io/api/apps/v1beta1/generated.proto, vendor/k8s.io/api/apps/v1beta2/generated.proto, vendor/k8s.io/api/authentication/v1/generated.proto, vendor/k8s.io/api/authentication/v1alpha1/generated.proto, vendor/k8s.io/api/authentication/v1beta1/generated.proto, vendor/k8s.io/api/authorization/v1/generated.proto, vendor/k8s.io/api/authorization/v1beta1/generated.proto, vendor/k8s.io/api/autoscaling/v1/generated.proto, vendor/k8s.io/api/autoscaling/v2/generated.proto, vendor/k8s.io/api/batch/v1/generated.proto, vendor/k8s.io/api/batch/v1beta1/generated.proto, vendor/k8s.io/api/certificates/v1/generated.proto, vendor/k8s.io/api/certificates/v1alpha1/generated.proto, vendor/k8s.io/api/certificates/v1beta1/generated.proto, vendor/k8s.io/api/coordination/v1/generated.proto, vendor/k8s.io/api/coordination/v1alpha2/generated.proto, vendor/k8s.io/api/coordination/v1beta1/generated.proto, vendor/k8s.io/api/core/v1/generated.proto, vendor/k8s.io/api/discovery/v1/generated.proto, vendor/k8s.io/api/discovery/v1beta1/generated.proto, vendor/k8s.io/api/events/v1/generated.proto, vendor/k8s.io/api/events/v1beta1/generated.proto, vendor/k8s.io/api/extensions/v1beta1/generated.proto, vendor/k8s.io/api/flowcontrol/v1/generated.proto, vendor/k8s.io/api/flowcontrol/v1beta1/generated.proto, vendor/k8s.io/api/flowcontrol/v1beta2/generated.proto, vendor/k8s.io/api/flowcontrol/v1beta3/generated.proto, vendor/k8s.io/api/imagepolicy/v1alpha1/generated.proto, vendor/k8s.io/api/networking/v1/generated.proto, vendor/k8s.io/api/networking/v1beta1/generated.proto, vendor/k8s.io/api/node/v1/generated.proto, vendor/k8s.io/api/node/v1alpha1/generated.proto, vendor/k8s.io/api/node/v1beta1/generated.proto, vendor/k8s.io/api/policy/v1/generated.proto, vendor/k8s.io/api/policy/v1beta1/generated.proto, vendor/k8s.io/api/rbac/v1/generated.proto, vendor/k8s.io/api/rbac/v1alpha1/generated.proto, vendor/k8s.io/api/rbac/v1beta1/generated.proto, vendor/k8s.io/api/resource/v1/generated.proto, vendor/k8s.io/api/resource/v1alpha3/generated.proto, vendor/k8s.io/api/resource/v1beta1/generated.proto, vendor/k8s.io/api/resource/v1beta2/generated.proto, vendor/k8s.io/api/scheduling/v1/generated.proto, vendor/k8s.io/api/scheduling/v1alpha2/generated.proto, vendor/k8s.io/api/scheduling/v1beta1/generated.proto, vendor/k8s.io/api/storage/v1/generated.proto, vendor/k8s.io/api/storage/v1alpha1/generated.proto, vendor/k8s.io/api/storage/v1beta1/generated.proto, vendor/k8s.io/api/storagemigration/v1beta1/generated.proto, vendor/k8s.io/apiextensions-apiserver/pkg/apis/apiextensions/v1/generated.proto, vendor/k8s.io/apiextensions-apiserver/pkg/apis/apiextensions/v1beta1/generated.proto, vendor/k8s.io/apimachinery/pkg/api/resource/generated.proto, vendor/k8s.io/apimachinery/pkg/apis/meta/v1/generated.proto, vendor/k8s.io/apimachinery/pkg/apis/meta/v1beta1/generated.proto, vendor/k8s.io/apimachinery/pkg/runtime/generated.proto, vendor/k8s.io/apimachinery/pkg/runtime/schema/generated.proto, vendor/k8s.io/apimachinery/pkg/util/intstr/generated.proto, vendor/sigs.k8s.io/kustomize/kyaml/openapi/kustomizationapi/swagger.json
0/20MCP server
40/40Runnable examples — demos, examples, recipes
Inputs used
example_dirsdemos, examples, recipes
has_mcp_signalno
api_schema_filesvendor/github.com/google/certificate-transparency-go/client/configpb/multilog.proto, vendor/github.com/google/gnostic-models/extensions/extension.proto, vendor/github.com/google/gnostic-models/openapiv2/OpenAPIv2.proto, vendor/github.com/google/gnostic-models/openapiv3/OpenAPIv3.proto, vendor/github.com/google/gnostic-models/openapiv3/annotations.proto, vendor/github.com/googleapis/gax-go/v2/apierror/internal/proto/custom_error.proto, vendor/github.com/googleapis/gax-go/v2/apierror/internal/proto/error.proto, vendor/github.com/grpc-ecosystem/grpc-gateway/v2/protoc-gen-openapiv2/options/annotations.proto, vendor/github.com/grpc-ecosystem/grpc-gateway/v2/protoc-gen-openapiv2/options/openapiv2.proto, vendor/k8s.io/api/admissionregistration/v1/generated.proto, vendor/k8s.io/api/admissionregistration/v1alpha1/generated.proto, vendor/k8s.io/api/admissionregistration/v1beta1/generated.proto, vendor/k8s.io/api/apidiscovery/v2/generated.proto, vendor/k8s.io/api/apidiscovery/v2beta1/generated.proto, vendor/k8s.io/api/apiserverinternal/v1alpha1/generated.proto, vendor/k8s.io/api/apps/v1/generated.proto, vendor/k8s.io/api/apps/v1beta1/generated.proto, vendor/k8s.io/api/apps/v1beta2/generated.proto, vendor/k8s.io/api/authentication/v1/generated.proto, vendor/k8s.io/api/authentication/v1alpha1/generated.proto, vendor/k8s.io/api/authentication/v1beta1/generated.proto, vendor/k8s.io/api/authorization/v1/generated.proto, vendor/k8s.io/api/authorization/v1beta1/generated.proto, vendor/k8s.io/api/autoscaling/v1/generated.proto, vendor/k8s.io/api/autoscaling/v2/generated.proto, vendor/k8s.io/api/batch/v1/generated.proto, vendor/k8s.io/api/batch/v1beta1/generated.proto, vendor/k8s.io/api/certificates/v1/generated.proto, vendor/k8s.io/api/certificates/v1alpha1/generated.proto, vendor/k8s.io/api/certificates/v1beta1/generated.proto, vendor/k8s.io/api/coordination/v1/generated.proto, vendor/k8s.io/api/coordination/v1alpha2/generated.proto, vendor/k8s.io/api/coordination/v1beta1/generated.proto, vendor/k8s.io/api/core/v1/generated.proto, vendor/k8s.io/api/discovery/v1/generated.proto, vendor/k8s.io/api/discovery/v1beta1/generated.proto, vendor/k8s.io/api/events/v1/generated.proto, vendor/k8s.io/api/events/v1beta1/generated.proto, vendor/k8s.io/api/extensions/v1beta1/generated.proto, vendor/k8s.io/api/flowcontrol/v1/generated.proto, vendor/k8s.io/api/flowcontrol/v1beta1/generated.proto, vendor/k8s.io/api/flowcontrol/v1beta2/generated.proto, vendor/k8s.io/api/flowcontrol/v1beta3/generated.proto, vendor/k8s.io/api/imagepolicy/v1alpha1/generated.proto, vendor/k8s.io/api/networking/v1/generated.proto, vendor/k8s.io/api/networking/v1beta1/generated.proto, vendor/k8s.io/api/node/v1/generated.proto, vendor/k8s.io/api/node/v1alpha1/generated.proto, vendor/k8s.io/api/node/v1beta1/generated.proto, vendor/k8s.io/api/policy/v1/generated.proto, vendor/k8s.io/api/policy/v1beta1/generated.proto, vendor/k8s.io/api/rbac/v1/generated.proto, vendor/k8s.io/api/rbac/v1alpha1/generated.proto, vendor/k8s.io/api/rbac/v1beta1/generated.proto, vendor/k8s.io/api/resource/v1/generated.proto, vendor/k8s.io/api/resource/v1alpha3/generated.proto, vendor/k8s.io/api/resource/v1beta1/generated.proto, vendor/k8s.io/api/resource/v1beta2/generated.proto, vendor/k8s.io/api/scheduling/v1/generated.proto, vendor/k8s.io/api/scheduling/v1alpha2/generated.proto, vendor/k8s.io/api/scheduling/v1beta1/generated.proto, vendor/k8s.io/api/storage/v1/generated.proto, vendor/k8s.io/api/storage/v1alpha1/generated.proto, vendor/k8s.io/api/storage/v1beta1/generated.proto, vendor/k8s.io/api/storagemigration/v1beta1/generated.proto, vendor/k8s.io/apiextensions-apiserver/pkg/apis/apiextensions/v1/generated.proto, vendor/k8s.io/apiextensions-apiserver/pkg/apis/apiextensions/v1beta1/generated.proto, vendor/k8s.io/apimachinery/pkg/api/resource/generated.proto, vendor/k8s.io/apimachinery/pkg/apis/meta/v1/generated.proto, vendor/k8s.io/apimachinery/pkg/apis/meta/v1beta1/generated.proto, vendor/k8s.io/apimachinery/pkg/runtime/generated.proto, vendor/k8s.io/apimachinery/pkg/runtime/schema/generated.proto, vendor/k8s.io/apimachinery/pkg/util/intstr/generated.proto, vendor/sigs.k8s.io/kustomize/kyaml/openapi/kustomizationapi/swagger.json

Key facts

348GitHub stars
52contributors
1,609commits, last 12 months
0days since last push
69releases
2bus factor
94open issues
Gopackage ecosystems

More detail

OpenSSF Scorecard 7.6 / 10
7.6aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-17 03:10 UTC

10Binary-Artifactsno binaries found in the repo
1Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 16 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 21 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
9SASTSAST tool detected but not run on all commits
10Security-Policysecurity policy file detected
4Signed-Releases3 out of the last 5 releases have a total of 3 signed artifacts.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
7Vulnerabilities3 existing vulnerabilities detected
Direct dependencies 42
RegistryPackageVersion constraintManifest
Gogithub.com/CycloneDX/cyclonedx-gov0.11.0go.mod
Gogithub.com/Masterminds/semver/v3v3.5.0go.mod
Gogithub.com/Masterminds/sprig/v3v3.3.0go.mod
Gogithub.com/coreos/go-systemd/v22v22.7.0go.mod
Gogithub.com/distribution/referencev0.6.0go.mod
Gogithub.com/go-logr/logrv1.4.3go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/in-toto/attestationv1.2.0go.mod
Gogithub.com/kyverno/chainsawv0.2.15go.mod
Gogithub.com/nvidia/k8s-launch-kitv0.0.0-20260713111738-0507f25caee7go.mod
Gogithub.com/opencontainers/go-digestv1.0.0go.mod
Gogithub.com/opencontainers/image-specv1.1.1go.mod
Gogithub.com/prometheus/client_golangv1.23.2go.mod
Gogithub.com/sigstore/protobuf-specsv0.5.1go.mod
Gogithub.com/sigstore/rekor-monitorv0.0.0-20260622135518-170374c6119ego.mod
Gogithub.com/sigstore/sigstorev1.10.8go.mod
Gogithub.com/sigstore/sigstore-gov1.2.2go.mod
Gogithub.com/sigstore/sigstore/pkg/signature/kms/awsv1.10.8go.mod
Gogithub.com/sigstore/sigstore/pkg/signature/kms/azurev1.10.8go.mod
Gogithub.com/sigstore/sigstore/pkg/signature/kms/gcpv1.10.8go.mod
Gogithub.com/sigstore/sigstore/pkg/signature/kms/hashivaultv1.10.8go.mod
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Gogithub.com/theupdateframework/go-tuf/v2v2.4.2go.mod
Gogithub.com/transparency-dev/formatsv0.1.1go.mod
Gogithub.com/urfave/cli/v3v3.10.1go.mod
Gogolang.org/x/modv0.38.0go.mod
Gogolang.org/x/syncv0.22.0go.mod
Gogolang.org/x/termv0.45.0go.mod
Gogolang.org/x/timev0.15.0go.mod
Gogoogle.golang.org/protobufv1.36.12-0.20260120151049-f2248ac996afgo.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gok8s.io/apiv0.36.2go.mod
Gok8s.io/apimachineryv0.36.2go.mod
Gok8s.io/client-gov0.36.2go.mod
Gok8s.io/utilsv0.0.0-20260707023825-cf1189d6abe3go.mod
Gooras.land/oras-go/v2v2.6.2go.mod
Gosigs.k8s.io/controller-runtimev0.24.1go.mod
Gosigs.k8s.io/kustomize/apiv0.21.1go.mod
Gosigs.k8s.io/kustomize/kyamlv0.21.1go.mod
Gosigs.k8s.io/node-feature-discoveryv0.19.0go.mod
Gosigs.k8s.io/node-feature-discovery/api/nfdv0.19.0go.mod
Gosigs.k8s.io/yamlv1.6.0go.mod
All dependencies 223

Full resolved dependency set from the GitHub dependency graph: 42 direct and 181 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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Gogithub.com/sigstore/sigstore/pkg/signature/kms/azurev1.10.8direct
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Gogithub.com/sigstore/sigstore/pkg/signature/kms/hashivaultv1.10.8direct
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Gogithub.com/transparency-dev/formatsv0.1.1direct
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Gok8s.io/client-gov0.36.2direct
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Gosigs.k8s.io/controller-runtimev0.24.1direct
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Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.44.0indirect
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Raw JSON report machine-readable
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                "key": "vulnerabilities",
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                  }
                ],
                "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": "excellent",
        "name": "AI Readiness",
        "value": 87,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                ".claude/CLAUDE.md",
                ".github/copilot-instructions.md",
                "AGENTS.md",
                "vendor/github.com/aws/smithy-go/AGENTS.md",
                "vendor/go.opentelemetry.io/otel/AGENTS.md",
                "vendor/go.opentelemetry.io/otel/CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 39414
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".claude/CLAUDE.md, .github/copilot-instructions.md, AGENTS.md, vendor/github.com/aws/smithy-go/AGENTS.md, vendor/go.opentelemetry.io/otel/AGENTS.md, vendor/go.opentelemetry.io/otel/CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".claude/CLAUDE.md, .github/copilot-instructions.md, AGENTS.md, vendor/github.com/aws/smithy-go/AGENTS.md, vendor/go.opentelemetry.io/otel/AGENTS.md, vendor/go.opentelemetry.io/otel/CLAUDE.md"
                    }
                  }
                ],
                "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 93,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "vendor/github.com/CycloneDX/cyclonedx-go/Makefile",
                "vendor/github.com/Masterminds/semver/v3/Makefile",
                "vendor/github.com/Masterminds/sprig/v3/Makefile",
                "vendor/github.com/aws/smithy-go/Makefile",
                "vendor/github.com/digitorus/pkcs7/Makefile",
                "vendor/github.com/distribution/reference/Makefile",
                "vendor/github.com/emicklei/go-restful/v3/Makefile",
                "vendor/github.com/felixge/httpsnoop/Makefile",
                "vendor/github.com/hashicorp/go-multierror/Makefile",
                "vendor/github.com/hashicorp/go-retryablehttp/Makefile",
                "vendor/github.com/hashicorp/go-rootcerts/Makefile",
                "vendor/github.com/hashicorp/go-sockaddr/GNUmakefile",
                "vendor/github.com/hashicorp/hcl/Makefile",
                "vendor/github.com/munnerz/goautoneg/Makefile",
                "vendor/github.com/pkg/errors/Makefile",
                "vendor/github.com/prometheus/procfs/Makefile",
                "vendor/github.com/spf13/cast/Makefile",
                "vendor/github.com/spf13/cobra/Makefile",
                "vendor/github.com/stretchr/objx/Taskfile.yml",
                "vendor/github.com/urfave/cli/v3/Makefile",
                "vendor/go.opentelemetry.io/otel/Makefile",
                "vendor/google.golang.org/grpc/Makefile",
                "vendor/oras.land/oras-go/v2/Makefile",
                "vendor/sigs.k8s.io/json/Makefile",
                "vendor/sigs.k8s.io/kustomize/kyaml/openapi/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, vendor/github.com/CycloneDX/cyclonedx-go/Makefile, vendor/github.com/Masterminds/semver/v3/Makefile, vendor/github.com/Masterminds/sprig/v3/Makefile, vendor/github.com/aws/smithy-go/Makefile, vendor/github.com/digitorus/pkcs7/Makefile, vendor/github.com/distribution/reference/Makefile, vendor/github.com/emicklei/go-restful/v3/Makefile, vendor/github.com/felixge/httpsnoop/Makefile, vendor/github.com/hashicorp/go-multierror/Makefile, vendor/github.com/hashicorp/go-retryablehttp/Makefile, vendor/github.com/hashicorp/go-rootcerts/Makefile, vendor/github.com/hashicorp/go-sockaddr/GNUmakefile, vendor/github.com/hashicorp/hcl/Makefile, vendor/github.com/munnerz/goautoneg/Makefile, vendor/github.com/pkg/errors/Makefile, vendor/github.com/prometheus/procfs/Makefile, vendor/github.com/spf13/cast/Makefile, vendor/github.com/spf13/cobra/Makefile, vendor/github.com/stretchr/objx/Taskfile.yml, vendor/github.com/urfave/cli/v3/Makefile, vendor/go.opentelemetry.io/otel/Makefile, vendor/google.golang.org/grpc/Makefile, vendor/oras.land/oras-go/v2/Makefile, vendor/sigs.k8s.io/json/Makefile, vendor/sigs.k8s.io/kustomize/kyaml/openapi/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, vendor/github.com/CycloneDX/cyclonedx-go/Makefile, vendor/github.com/Masterminds/semver/v3/Makefile, vendor/github.com/Masterminds/sprig/v3/Makefile, vendor/github.com/aws/smithy-go/Makefile, vendor/github.com/digitorus/pkcs7/Makefile, vendor/github.com/distribution/reference/Makefile, vendor/github.com/emicklei/go-restful/v3/Makefile, vendor/github.com/felixge/httpsnoop/Makefile, vendor/github.com/hashicorp/go-multierror/Makefile, vendor/github.com/hashicorp/go-retryablehttp/Makefile, vendor/github.com/hashicorp/go-rootcerts/Makefile, vendor/github.com/hashicorp/go-sockaddr/GNUmakefile, vendor/github.com/hashicorp/hcl/Makefile, vendor/github.com/munnerz/goautoneg/Makefile, vendor/github.com/pkg/errors/Makefile, vendor/github.com/prometheus/procfs/Makefile, vendor/github.com/spf13/cast/Makefile, vendor/github.com/spf13/cobra/Makefile, vendor/github.com/stretchr/objx/Taskfile.yml, vendor/github.com/urfave/cli/v3/Makefile, vendor/go.opentelemetry.io/otel/Makefile, vendor/google.golang.org/grpc/Makefile, vendor/oras.land/oras-go/v2/Makefile, vendor/sigs.k8s.io/json/Makefile, vendor/sigs.k8s.io/kustomize/kyaml/openapi/Makefile"
                    }
                  }
                ],
                "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": ".golangci.yaml, .golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yaml, .golangci.yml"
                    }
                  }
                ],
                "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": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 7",
                "points": 7,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 136640,
              "source_files_sampled": 851,
              "oversized_source_files": 19
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "19/851 source files over 60KB",
                "points": 53.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 851,
                      "oversized": 19
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "good",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "demos",
                "examples",
                "recipes"
              ],
              "has_mcp_signal": false,
              "api_schema_files": [
                "vendor/github.com/google/certificate-transparency-go/client/configpb/multilog.proto",
                "vendor/github.com/google/gnostic-models/extensions/extension.proto",
                "vendor/github.com/google/gnostic-models/openapiv2/OpenAPIv2.proto",
                "vendor/github.com/google/gnostic-models/openapiv3/OpenAPIv3.proto",
                "vendor/github.com/google/gnostic-models/openapiv3/annotations.proto",
                "vendor/github.com/googleapis/gax-go/v2/apierror/internal/proto/custom_error.proto",
                "vendor/github.com/googleapis/gax-go/v2/apierror/internal/proto/error.proto",
                "vendor/github.com/grpc-ecosystem/grpc-gateway/v2/protoc-gen-openapiv2/options/annotations.proto",
                "vendor/github.com/grpc-ecosystem/grpc-gateway/v2/protoc-gen-openapiv2/options/openapiv2.proto",
                "vendor/k8s.io/api/admissionregistration/v1/generated.proto",
                "vendor/k8s.io/api/admissionregistration/v1alpha1/generated.proto",
                "vendor/k8s.io/api/admissionregistration/v1beta1/generated.proto",
                "vendor/k8s.io/api/apidiscovery/v2/generated.proto",
                "vendor/k8s.io/api/apidiscovery/v2beta1/generated.proto",
                "vendor/k8s.io/api/apiserverinternal/v1alpha1/generated.proto",
                "vendor/k8s.io/api/apps/v1/generated.proto",
                "vendor/k8s.io/api/apps/v1beta1/generated.proto",
                "vendor/k8s.io/api/apps/v1beta2/generated.proto",
                "vendor/k8s.io/api/authentication/v1/generated.proto",
                "vendor/k8s.io/api/authentication/v1alpha1/generated.proto",
                "vendor/k8s.io/api/authentication/v1beta1/generated.proto",
                "vendor/k8s.io/api/authorization/v1/generated.proto",
                "vendor/k8s.io/api/authorization/v1beta1/generated.proto",
                "vendor/k8s.io/api/autoscaling/v1/generated.proto",
                "vendor/k8s.io/api/autoscaling/v2/generated.proto",
                "vendor/k8s.io/api/batch/v1/generated.proto",
                "vendor/k8s.io/api/batch/v1beta1/generated.proto",
                "vendor/k8s.io/api/certificates/v1/generated.proto",
                "vendor/k8s.io/api/certificates/v1alpha1/generated.proto",
                "vendor/k8s.io/api/certificates/v1beta1/generated.proto",
                "vendor/k8s.io/api/coordination/v1/generated.proto",
                "vendor/k8s.io/api/coordination/v1alpha2/generated.proto",
                "vendor/k8s.io/api/coordination/v1beta1/generated.proto",
                "vendor/k8s.io/api/core/v1/generated.proto",
                "vendor/k8s.io/api/discovery/v1/generated.proto",
                "vendor/k8s.io/api/discovery/v1beta1/generated.proto",
                "vendor/k8s.io/api/events/v1/generated.proto",
                "vendor/k8s.io/api/events/v1beta1/generated.proto",
                "vendor/k8s.io/api/extensions/v1beta1/generated.proto",
                "vendor/k8s.io/api/flowcontrol/v1/generated.proto",
                "vendor/k8s.io/api/flowcontrol/v1beta1/generated.proto",
                "vendor/k8s.io/api/flowcontrol/v1beta2/generated.proto",
                "vendor/k8s.io/api/flowcontrol/v1beta3/generated.proto",
                "vendor/k8s.io/api/imagepolicy/v1alpha1/generated.proto",
                "vendor/k8s.io/api/networking/v1/generated.proto",
                "vendor/k8s.io/api/networking/v1beta1/generated.proto",
                "vendor/k8s.io/api/node/v1/generated.proto",
                "vendor/k8s.io/api/node/v1alpha1/generated.proto",
                "vendor/k8s.io/api/node/v1beta1/generated.proto",
                "vendor/k8s.io/api/policy/v1/generated.proto",
                "vendor/k8s.io/api/policy/v1beta1/generated.proto",
                "vendor/k8s.io/api/rbac/v1/generated.proto",
                "vendor/k8s.io/api/rbac/v1alpha1/generated.proto",
                "vendor/k8s.io/api/rbac/v1beta1/generated.proto",
                "vendor/k8s.io/api/resource/v1/generated.proto",
                "vendor/k8s.io/api/resource/v1alpha3/generated.proto",
                "vendor/k8s.io/api/resource/v1beta1/generated.proto",
                "vendor/k8s.io/api/resource/v1beta2/generated.proto",
                "vendor/k8s.io/api/scheduling/v1/generated.proto",
                "vendor/k8s.io/api/scheduling/v1alpha2/generated.proto",
                "vendor/k8s.io/api/scheduling/v1beta1/generated.proto",
                "vendor/k8s.io/api/storage/v1/generated.proto",
                "vendor/k8s.io/api/storage/v1alpha1/generated.proto",
                "vendor/k8s.io/api/storage/v1beta1/generated.proto",
                "vendor/k8s.io/api/storagemigration/v1beta1/generated.proto",
                "vendor/k8s.io/apiextensions-apiserver/pkg/apis/apiextensions/v1/generated.proto",
                "vendor/k8s.io/apiextensions-apiserver/pkg/apis/apiextensions/v1beta1/generated.proto",
                "vendor/k8s.io/apimachinery/pkg/api/resource/generated.proto",
                "vendor/k8s.io/apimachinery/pkg/apis/meta/v1/generated.proto",
                "vendor/k8s.io/apimachinery/pkg/apis/meta/v1beta1/generated.proto",
                "vendor/k8s.io/apimachinery/pkg/runtime/generated.proto",
                "vendor/k8s.io/apimachinery/pkg/runtime/schema/generated.proto",
                "vendor/k8s.io/apimachinery/pkg/util/intstr/generated.proto",
                "vendor/sigs.k8s.io/kustomize/kyaml/openapi/kustomizationapi/swagger.json"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "vendor/github.com/google/certificate-transparency-go/client/configpb/multilog.proto, vendor/github.com/google/gnostic-models/extensions/extension.proto, vendor/github.com/google/gnostic-models/openapiv2/OpenAPIv2.proto, vendor/github.com/google/gnostic-models/openapiv3/OpenAPIv3.proto, vendor/github.com/google/gnostic-models/openapiv3/annotations.proto, vendor/github.com/googleapis/gax-go/v2/apierror/internal/proto/custom_error.proto, vendor/github.com/googleapis/gax-go/v2/apierror/internal/proto/error.proto, vendor/github.com/grpc-ecosystem/grpc-gateway/v2/protoc-gen-openapiv2/options/annotations.proto, vendor/github.com/grpc-ecosystem/grpc-gateway/v2/protoc-gen-openapiv2/options/openapiv2.proto, vendor/k8s.io/api/admissionregistration/v1/generated.proto, vendor/k8s.io/api/admissionregistration/v1alpha1/generated.proto, vendor/k8s.io/api/admissionregistration/v1beta1/generated.proto, vendor/k8s.io/api/apidiscovery/v2/generated.proto, vendor/k8s.io/api/apidiscovery/v2beta1/generated.proto, vendor/k8s.io/api/apiserverinternal/v1alpha1/generated.proto, vendor/k8s.io/api/apps/v1/generated.proto, vendor/k8s.io/api/apps/v1beta1/generated.proto, vendor/k8s.io/api/apps/v1beta2/generated.proto, vendor/k8s.io/api/authentication/v1/generated.proto, vendor/k8s.io/api/authentication/v1alpha1/generated.proto, vendor/k8s.io/api/authentication/v1beta1/generated.proto, vendor/k8s.io/api/authorization/v1/generated.proto, vendor/k8s.io/api/authorization/v1beta1/generated.proto, vendor/k8s.io/api/autoscaling/v1/generated.proto, vendor/k8s.io/api/autoscaling/v2/generated.proto, vendor/k8s.io/api/batch/v1/generated.proto, vendor/k8s.io/api/batch/v1beta1/generated.proto, vendor/k8s.io/api/certificates/v1/generated.proto, vendor/k8s.io/api/certificates/v1alpha1/generated.proto, vendor/k8s.io/api/certificates/v1beta1/generated.proto, vendor/k8s.io/api/coordination/v1/generated.proto, vendor/k8s.io/api/coordination/v1alpha2/generated.proto, vendor/k8s.io/api/coordination/v1beta1/generated.proto, vendor/k8s.io/api/core/v1/generated.proto, vendor/k8s.io/api/discovery/v1/generated.proto, vendor/k8s.io/api/discovery/v1beta1/generated.proto, vendor/k8s.io/api/events/v1/generated.proto, vendor/k8s.io/api/events/v1beta1/generated.proto, vendor/k8s.io/api/extensions/v1beta1/generated.proto, vendor/k8s.io/api/flowcontrol/v1/generated.proto, vendor/k8s.io/api/flowcontrol/v1beta1/generated.proto, vendor/k8s.io/api/flowcontrol/v1beta2/generated.proto, vendor/k8s.io/api/flowcontrol/v1beta3/generated.proto, vendor/k8s.io/api/imagepolicy/v1alpha1/generated.proto, vendor/k8s.io/api/networking/v1/generated.proto, vendor/k8s.io/api/networking/v1beta1/generated.proto, vendor/k8s.io/api/node/v1/generated.proto, vendor/k8s.io/api/node/v1alpha1/generated.proto, vendor/k8s.io/api/node/v1beta1/generated.proto, vendor/k8s.io/api/policy/v1/generated.proto, vendor/k8s.io/api/policy/v1beta1/generated.proto, vendor/k8s.io/api/rbac/v1/generated.proto, vendor/k8s.io/api/rbac/v1alpha1/generated.proto, vendor/k8s.io/api/rbac/v1beta1/generated.proto, vendor/k8s.io/api/resource/v1/generated.proto, vendor/k8s.io/api/resource/v1alpha3/generated.proto, vendor/k8s.io/api/resource/v1beta1/generated.proto, vendor/k8s.io/api/resource/v1beta2/generated.proto, vendor/k8s.io/api/scheduling/v1/generated.proto, vendor/k8s.io/api/scheduling/v1alpha2/generated.proto, vendor/k8s.io/api/scheduling/v1beta1/generated.proto, vendor/k8s.io/api/storage/v1/generated.proto, vendor/k8s.io/api/storage/v1alpha1/generated.proto, vendor/k8s.io/api/storage/v1beta1/generated.proto, vendor/k8s.io/api/storagemigration/v1beta1/generated.proto, vendor/k8s.io/apiextensions-apiserver/pkg/apis/apiextensions/v1/generated.proto, vendor/k8s.io/apiextensions-apiserver/pkg/apis/apiextensions/v1beta1/generated.proto, vendor/k8s.io/apimachinery/pkg/api/resource/generated.proto, vendor/k8s.io/apimachinery/pkg/apis/meta/v1/generated.proto, vendor/k8s.io/apimachinery/pkg/apis/meta/v1beta1/generated.proto, vendor/k8s.io/apimachinery/pkg/runtime/generated.proto, vendor/k8s.io/apimachinery/pkg/runtime/schema/generated.proto, vendor/k8s.io/apimachinery/pkg/util/intstr/generated.proto, vendor/sigs.k8s.io/kustomize/kyaml/openapi/kustomizationapi/swagger.json",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "vendor/github.com/google/certificate-transparency-go/client/configpb/multilog.proto, vendor/github.com/google/gnostic-models/extensions/extension.proto, vendor/github.com/google/gnostic-models/openapiv2/OpenAPIv2.proto, vendor/github.com/google/gnostic-models/openapiv3/OpenAPIv3.proto, vendor/github.com/google/gnostic-models/openapiv3/annotations.proto, vendor/github.com/googleapis/gax-go/v2/apierror/internal/proto/custom_error.proto, vendor/github.com/googleapis/gax-go/v2/apierror/internal/proto/error.proto, vendor/github.com/grpc-ecosystem/grpc-gateway/v2/protoc-gen-openapiv2/options/annotations.proto, vendor/github.com/grpc-ecosystem/grpc-gateway/v2/protoc-gen-openapiv2/options/openapiv2.proto, vendor/k8s.io/api/admissionregistration/v1/generated.proto, vendor/k8s.io/api/admissionregistration/v1alpha1/generated.proto, vendor/k8s.io/api/admissionregistration/v1beta1/generated.proto, vendor/k8s.io/api/apidiscovery/v2/generated.proto, vendor/k8s.io/api/apidiscovery/v2beta1/generated.proto, vendor/k8s.io/api/apiserverinternal/v1alpha1/generated.proto, vendor/k8s.io/api/apps/v1/generated.proto, vendor/k8s.io/api/apps/v1beta1/generated.proto, vendor/k8s.io/api/apps/v1beta2/generated.proto, vendor/k8s.io/api/authentication/v1/generated.proto, vendor/k8s.io/api/authentication/v1alpha1/generated.proto, vendor/k8s.io/api/authentication/v1beta1/generated.proto, vendor/k8s.io/api/authorization/v1/generated.proto, vendor/k8s.io/api/authorization/v1beta1/generated.proto, vendor/k8s.io/api/autoscaling/v1/generated.proto, vendor/k8s.io/api/autoscaling/v2/generated.proto, vendor/k8s.io/api/batch/v1/generated.proto, vendor/k8s.io/api/batch/v1beta1/generated.proto, vendor/k8s.io/api/certificates/v1/generated.proto, vendor/k8s.io/api/certificates/v1alpha1/generated.proto, vendor/k8s.io/api/certificates/v1beta1/generated.proto, vendor/k8s.io/api/coordination/v1/generated.proto, vendor/k8s.io/api/coordination/v1alpha2/generated.proto, vendor/k8s.io/api/coordination/v1beta1/generated.proto, vendor/k8s.io/api/core/v1/generated.proto, vendor/k8s.io/api/discovery/v1/generated.proto, vendor/k8s.io/api/discovery/v1beta1/generated.proto, vendor/k8s.io/api/events/v1/generated.proto, vendor/k8s.io/api/events/v1beta1/generated.proto, vendor/k8s.io/api/extensions/v1beta1/generated.proto, vendor/k8s.io/api/flowcontrol/v1/generated.proto, vendor/k8s.io/api/flowcontrol/v1beta1/generated.proto, vendor/k8s.io/api/flowcontrol/v1beta2/generated.proto, vendor/k8s.io/api/flowcontrol/v1beta3/generated.proto, vendor/k8s.io/api/imagepolicy/v1alpha1/generated.proto, vendor/k8s.io/api/networking/v1/generated.proto, vendor/k8s.io/api/networking/v1beta1/generated.proto, vendor/k8s.io/api/node/v1/generated.proto, vendor/k8s.io/api/node/v1alpha1/generated.proto, vendor/k8s.io/api/node/v1beta1/generated.proto, vendor/k8s.io/api/policy/v1/generated.proto, vendor/k8s.io/api/policy/v1beta1/generated.proto, vendor/k8s.io/api/rbac/v1/generated.proto, vendor/k8s.io/api/rbac/v1alpha1/generated.proto, vendor/k8s.io/api/rbac/v1beta1/generated.proto, vendor/k8s.io/api/resource/v1/generated.proto, vendor/k8s.io/api/resource/v1alpha3/generated.proto, vendor/k8s.io/api/resource/v1beta1/generated.proto, vendor/k8s.io/api/resource/v1beta2/generated.proto, vendor/k8s.io/api/scheduling/v1/generated.proto, vendor/k8s.io/api/scheduling/v1alpha2/generated.proto, vendor/k8s.io/api/scheduling/v1beta1/generated.proto, vendor/k8s.io/api/storage/v1/generated.proto, vendor/k8s.io/api/storage/v1alpha1/generated.proto, vendor/k8s.io/api/storage/v1beta1/generated.proto, vendor/k8s.io/api/storagemigration/v1beta1/generated.proto, vendor/k8s.io/apiextensions-apiserver/pkg/apis/apiextensions/v1/generated.proto, vendor/k8s.io/apiextensions-apiserver/pkg/apis/apiextensions/v1beta1/generated.proto, vendor/k8s.io/apimachinery/pkg/api/resource/generated.proto, vendor/k8s.io/apimachinery/pkg/apis/meta/v1/generated.proto, vendor/k8s.io/apimachinery/pkg/apis/meta/v1beta1/generated.proto, vendor/k8s.io/apimachinery/pkg/runtime/generated.proto, vendor/k8s.io/apimachinery/pkg/runtime/schema/generated.proto, vendor/k8s.io/apimachinery/pkg/util/intstr/generated.proto, vendor/sigs.k8s.io/kustomize/kyaml/openapi/kustomizationapi/swagger.json"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "demos, examples, recipes",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "demos, examples, recipes"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-17T03:11:16.122811Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/n/NVIDIA/aicr.svg",
  "full_name": "NVIDIA/aicr",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.11.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsGo.