Public record
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-18 02:21 UTC

kumahq / kuma

🐻 The multi-zone service mesh for containers, Kubernetes and VMs. Built with Envoy. CNCF Sandbox Project.

GoApache-2.0★ 3,979 stars⑂ 365 forkssince Mar 2019View on GitHub ↗
#service-mesh#golang#envoy#envoyproxy#kong#servicemesh#sidecar-proxy#cloud-native#kubernetes#kuma#control-plane#networking#connectivity#apis#microservices#cncf#controlplane#mesh

kumahq/kuma holds a health index of 88 out of 100, placing it in the Excellent band. It scores highest on Vitality (99/100) and lowest on Security (75/100). It was last updated today. 5 contributors account for most of its recent work.

88
overall / 100
Excellent

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.

88
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

KumaOrganization
90 followers17 public repossince Jun 2020

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

Metrics by category

Vitality

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

99Excellent · 22% of overall

Development activity

99Excellent
How it's scored
36/36Push recency — last push 0 days ago
35.3/36Commit cadence — 51/52 weeks with commits
18/18Commit volume — 1,967 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,967
human_commit_share—
days_since_last_push0
active_weeks_last_year51

Release discipline

100Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 2 days ago
27/27Release cadence — a release every ~4.4 days
10/10OpenSSF Scorecard: Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
Inputs used
releases_count100
latest_release_tagv2.14.1
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases4.4

Community & Adoption

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

94Excellent · 18% of overall

Popularity & adoption

89Excellent
How it's scored
58.4/60Stars — 3,979 stars
21.3/25Forks — 365 forks
9.7/15Watchers — 57 watchers
Inputs used
forks365
stars3,979
watchers57
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

100Excellent
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
7.2/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateyes
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?

82Good · 24% of overall

Maintainer resilience (bus factor)

89Excellent
How it's scored
45.9/54Bus factor — 5 contributor(s) cover half of all commits
19.4/22.5Commit distribution — top contributor authored 14% of commits
13.5/13.5Contributor breadth — 100 contributors
10/10OpenSSF Scorecard: Contributors — project has 21 contributing companies or organizations
Inputs used
bus_factor5
contributors_sampled100
top_contributor_share0.136

Issue & PR responsiveness

92Excellent
How it's scored
43.9/46.8Issue resolution — 94% of issues closed
33.5/38.3PR acceptance — 12,417/14,184 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs12,417
open_issues199
closed_issues3,010
issue_closed_ratio0.938
closed_unmerged_prs1,767

Ownership & stewardship

65Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
14.1/25Owner reach — 90 followers of kumahq
21.1/25Track record — 17 public repos, account ~6 yr old
Inputs used
followers90
owner_typeOrganization
is_verified—
owner_loginkumahq
public_repos17
account_age_days2,213

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 20% of overall

Engineering practices

84Good
How it's scored
24/24CI workflows — 25 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml
0/9.6Pre-commit hooks
0/6.4.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_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://kuma.io/install
10/10Repository description
10/10Topics — 18 topics
0/10Wiki
Inputs used
topicsservice-mesh, golang, envoy, envoyproxy, kong, servicemesh, sidecar-proxy, cloud-native, kubernetes, kuma, control-plane, networking, connectivity, apis, microservices, cncf, controlplane, mesh
has_wikino
homepagehttps://kuma.io/install
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

75Good · 16% of overall

Security posture

75Good
How it's scored
0/7.5Binary-Artifacts — binaries present in source code
3.8/7.5Branch-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
1.2/2.5CII-Best-Practices — badge detected: Passing
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 21 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
4/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
3.5/5SAST — SAST tool detected but not run on all commits
5/5Security-Policy — security policy file detected
7.5/7.5Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
2.2/7.5Vulnerabilities — 7 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate7.5
Excluded from scoring (no data or not applicable): packaging. Remaining weights renormalized.

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.

89Excellent · 0% of overall

Agent context & guidance

75Good
How it's scored
45/45Agent instructions — .github/copilot-instructions.md, .github/instructions/api-server.instructions.md, .github/instructions/coding.instructions.md, .github/instructions/config.instructions.md, .github/instructions/e2e-testing.instructions.md, .github/instructions/go-patterns.instructions.md, .github/instructions/kds.instructions.md, .github/instructions/policies.instructions.md, .github/instructions/review.instructions.md, .github/instructions/testing.instructions.md, .github/instructions/xds.instructions.md, 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.github/copilot-instructions.md, .github/instructions/api-server.instructions.md, .github/instructions/coding.instructions.md, .github/instructions/config.instructions.md, .github/instructions/e2e-testing.instructions.md, .github/instructions/go-patterns.instructions.md, .github/instructions/kds.instructions.md, .github/instructions/policies.instructions.md, .github/instructions/review.instructions.md, .github/instructions/testing.instructions.md, .github/instructions/xds.instructions.md, CLAUDE.md
agent_instruction_max_bytes18,048
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

98Excellent
How it's scored
18/18One-command bootstrap — Makefile, mise.toml
22/22Automated tests
11/11Lint / format config — .golangci.yml
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
8/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileyes
typed_languageyes
bootstrap_filesMakefile, mise.toml
has_devcontainerno
has_linter_configyes
typecheck_configs—
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.

Code legibility for models

100Excellent
How it's scored
45/45Type-checkable code — Go (statically typed)
54.8/55Manageable file sizes — 10/2,762 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes1,436,454
source_files_sampled2,762
oversized_source_files10

Machine-readable interfaces

80Good
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — api/mesh/options.proto, api/mesh/v1alpha1/circuit_breaker.proto, api/mesh/v1alpha1/dataplane.proto, api/mesh/v1alpha1/dataplane_insight.proto, api/mesh/v1alpha1/dataplane_overview.proto, api/mesh/v1alpha1/envoy_admin.proto, api/mesh/v1alpha1/envoy_admin_inter_cp_forward.proto, api/mesh/v1alpha1/externalservice.proto, api/mesh/v1alpha1/fault_injection.proto, api/mesh/v1alpha1/gateway.proto, api/mesh/v1alpha1/gateway_route.proto, api/mesh/v1alpha1/health_check.proto, api/mesh/v1alpha1/http_method.proto, api/mesh/v1alpha1/kds.proto, api/mesh/v1alpha1/mesh.proto, api/mesh/v1alpha1/mesh_insight.proto, api/mesh/v1alpha1/metrics.proto, api/mesh/v1alpha1/mux.proto, api/mesh/v1alpha1/proxy_template.proto, api/mesh/v1alpha1/rate_limit.proto, api/mesh/v1alpha1/retry.proto, api/mesh/v1alpha1/selector.proto, api/mesh/v1alpha1/service_insight.proto, api/mesh/v1alpha1/timeout.proto, api/mesh/v1alpha1/traffic_log.proto, api/mesh/v1alpha1/traffic_permission.proto, api/mesh/v1alpha1/traffic_route.proto, api/mesh/v1alpha1/traffic_trace.proto, api/mesh/v1alpha1/virtual_outbound.proto, api/mesh/v1alpha1/zone_ingress.proto, api/mesh/v1alpha1/zone_ingress_insight.proto, api/mesh/v1alpha1/zoneegress.proto, api/mesh/v1alpha1/zoneegressinsight.proto, api/mesh/v1alpha1/zoneegressoverview.proto, api/mesh/v1alpha1/zoneingress_overview.proto, api/observability/v1/mads.proto, api/system/v1alpha1/config.proto, api/system/v1alpha1/datasource.proto, api/system/v1alpha1/inter_cp_ping.proto, api/system/v1alpha1/secret.proto, api/system/v1alpha1/zone.proto, api/system/v1alpha1/zone_insight.proto, api/system/v1alpha1/zone_overview.proto, docs/generated/openapi.yaml, pkg/config/app/kumactl/v1alpha1/config.proto, pkg/plugins/ca/builtin/config/builtin_ca_config.proto, pkg/plugins/ca/provided/config/provided_ca_config.proto, test/server/grpc/api/testserver.proto
0/20MCP server
40/40Runnable examples — samples
Inputs used
example_dirssamples
has_mcp_signalno
api_schema_filesapi/mesh/options.proto, api/mesh/v1alpha1/circuit_breaker.proto, api/mesh/v1alpha1/dataplane.proto, api/mesh/v1alpha1/dataplane_insight.proto, api/mesh/v1alpha1/dataplane_overview.proto, api/mesh/v1alpha1/envoy_admin.proto, api/mesh/v1alpha1/envoy_admin_inter_cp_forward.proto, api/mesh/v1alpha1/externalservice.proto, api/mesh/v1alpha1/fault_injection.proto, api/mesh/v1alpha1/gateway.proto, api/mesh/v1alpha1/gateway_route.proto, api/mesh/v1alpha1/health_check.proto, api/mesh/v1alpha1/http_method.proto, api/mesh/v1alpha1/kds.proto, api/mesh/v1alpha1/mesh.proto, api/mesh/v1alpha1/mesh_insight.proto, api/mesh/v1alpha1/metrics.proto, api/mesh/v1alpha1/mux.proto, api/mesh/v1alpha1/proxy_template.proto, api/mesh/v1alpha1/rate_limit.proto, api/mesh/v1alpha1/retry.proto, api/mesh/v1alpha1/selector.proto, api/mesh/v1alpha1/service_insight.proto, api/mesh/v1alpha1/timeout.proto, api/mesh/v1alpha1/traffic_log.proto, api/mesh/v1alpha1/traffic_permission.proto, api/mesh/v1alpha1/traffic_route.proto, api/mesh/v1alpha1/traffic_trace.proto, api/mesh/v1alpha1/virtual_outbound.proto, api/mesh/v1alpha1/zone_ingress.proto, api/mesh/v1alpha1/zone_ingress_insight.proto, api/mesh/v1alpha1/zoneegress.proto, api/mesh/v1alpha1/zoneegressinsight.proto, api/mesh/v1alpha1/zoneegressoverview.proto, api/mesh/v1alpha1/zoneingress_overview.proto, api/observability/v1/mads.proto, api/system/v1alpha1/config.proto, api/system/v1alpha1/datasource.proto, api/system/v1alpha1/inter_cp_ping.proto, api/system/v1alpha1/secret.proto, api/system/v1alpha1/zone.proto, api/system/v1alpha1/zone_insight.proto, api/system/v1alpha1/zone_overview.proto, docs/generated/openapi.yaml, pkg/config/app/kumactl/v1alpha1/config.proto, pkg/plugins/ca/builtin/config/builtin_ca_config.proto, pkg/plugins/ca/provided/config/provided_ca_config.proto, test/server/grpc/api/testserver.proto

Key facts

3,979GitHub stars
100contributors
1,967commits, last 12 months
0days since last push
100releases
5bus factor
199open issues
Gopackage ecosystems

Data collection warnings

  • Could not fetch go package 'github.com/kumahq/kuma/v3' from its registry

More detail

OpenSSF Scorecard 7.5 / 10
7.5aggregate

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 · 2026-07-18 02:21 UTC

0Binary-Artifactsbinaries present in source code
5Branch-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
5CII-Best-Practicesbadge detected: Passing
10Code-Reviewall changesets reviewed
10Contributorsproject has 21 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
7SASTSAST tool detected but not run on all commits
10Security-Policysecurity policy file detected
10Signed-Releases5 out of the last 5 releases have a total of 5 signed artifacts.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
3Vulnerabilities7 existing vulnerabilities detected
Direct dependencies 92
RegistryPackageVersion constraintManifest
Gocirello.io/pglockv1.16.2go.mod
Gogithub.com/Masterminds/semver/v3v3.5.0go.mod
Gogithub.com/Masterminds/sprig/v3v3.3.0go.mod
Gogithub.com/Nordix/simple-ipamv1.0.0go.mod
Gogithub.com/asaskevich/govalidatorv0.0.0-20230301143203-a9d515a09cc2go.mod
Gogithub.com/bakito/go-log-logr-adapterv0.0.3-0.20260622121138-ddf65ac69581go.mod
Gogithub.com/cespare/xxhash/v2v2.3.0go.mod
Gogithub.com/containernetworking/cniv1.3.0go.mod
Gogithub.com/containernetworking/pluginsv1.9.1go.mod
Gogithub.com/emicklei/go-restful/v3v3.13.0go.mod
Gogithub.com/envoyproxy/go-control-planev0.14.0go.mod
Gogithub.com/envoyproxy/go-control-plane/contribv1.36.0go.mod
Gogithub.com/envoyproxy/go-control-plane/envoyv1.37.0go.mod
Gogithub.com/envoyproxy/protoc-gen-validatev1.3.3go.mod
Gogithub.com/evanphx/json-patch/v5v5.9.11go.mod
Gogithub.com/exaring/otelpgxv0.11.1go.mod
Gogithub.com/go-logr/logrv1.4.3go.mod
Gogithub.com/go-logr/zaprv1.3.0go.mod
Gogithub.com/goburrow/cachev0.1.4go.mod
Gogithub.com/golang-jwt/jwt/v5v5.3.1go.mod
Gogithub.com/golang-migrate/migrate/v4v4.19.1go.mod
Gogithub.com/golang/protobufv1.5.4go.mod
Gogithub.com/google/go-cmpv0.7.0go.mod
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/grpc-ecosystem/go-grpc-prometheusv1.2.0go.mod
Gogithub.com/gruntwork-io/terratestv1.0.1go.mod
Gogithub.com/hoisie/mustachev0.0.0-20160804235033-6375acf62c69go.mod
Gogithub.com/invopop/jsonschemav0.14.0go.mod
Gogithub.com/jackc/pgx/v5v5.10.0go.mod
Gogithub.com/josephburnett/jd/v2v2.5.0go.mod
Gogithub.com/kelseyhightower/envconfigv1.4.0go.mod
Gogithub.com/miekg/dnsv1.1.72go.mod
Gogithub.com/natefinch/atomicv1.0.1go.mod
Gogithub.com/onsi/ginkgo/v2v2.32.0go.mod
Gogithub.com/onsi/gomegav1.42.1go.mod
Gogithub.com/patrickmn/go-cachev2.1.0+incompatiblego.mod
Gogithub.com/pkg/errorsv0.9.1go.mod
Gogithub.com/prometheus/client_golangv1.23.2go.mod
Gogithub.com/prometheus/client_modelv0.6.2go.mod
Gogithub.com/prometheus/commonv0.69.0go.mod
Gogithub.com/prometheus/otlptranslatorv1.0.0go.mod
Gogithub.com/sethvargo/go-retryv0.3.0go.mod
Gogithub.com/shopspring/decimalv1.4.0go.mod
Gogithub.com/slok/go-http-metricsv0.13.0go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogithub.com/spf13/pflagv1.0.10go.mod
Gogithub.com/spiffe/go-spiffe/v2v2.8.1go.mod
Gogithub.com/testcontainers/testcontainers-gov0.43.0go.mod
Gogithub.com/tonglil/opentelemetry-go-datadog-propagatorv0.1.3go.mod
Gogithub.com/vishvananda/netlinkv1.3.1go.mod
Gogithub.com/vishvananda/netnsv0.0.5go.mod
Gogo.opentelemetry.io/contrib/bridges/prometheusv0.69.0go.mod
Gogo.opentelemetry.io/contrib/instrumentation/github.com/emicklei/go-restful/otelrestfulv0.69.0go.mod
Gogo.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpcv0.69.0go.mod
Gogo.opentelemetry.io/otelv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.44.0go.mod
Gogo.opentelemetry.io/otel/exporters/prometheusv0.66.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.44.0go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.44.0go.mod
Gogo.opentelemetry.io/otel/tracev1.44.0go.mod
Gogo.opentelemetry.io/proto/otlpv1.10.0go.mod
Gogo.uber.org/multierrv1.11.0go.mod
Gogo.uber.org/zapv1.28.0go.mod
Gogolang.org/x/cryptov0.54.0go.mod
Gogolang.org/x/syncv0.22.0go.mod
Gogolang.org/x/sysv0.47.0go.mod
Gogolang.org/x/textv0.40.0go.mod
Gogolang.org/x/toolsv0.48.0go.mod
Gogonum.org/v1/gonumv0.17.0go.mod
Gogoogle.golang.org/genproto/googleapis/apiv0.0.0-20260706201446-f0a921348800go.mod
Gogoogle.golang.org/genproto/googleapis/rpcv0.0.0-20260706201446-f0a921348800go.mod
Gogoogle.golang.org/grpcv1.82.0go.mod
Gogoogle.golang.org/protobufv1.36.12-0.20260120151049-f2248ac996afgo.mod
Gogopkg.in/natefinch/lumberjack.v2v2.2.1go.mod
Gohelm.sh/helm/v4v4.2.3go.mod
Gok8s.io/apiv0.36.2go.mod
Gok8s.io/apiextensions-apiserverv0.36.2go.mod
Gok8s.io/apimachineryv0.36.2go.mod
Gok8s.io/client-gov0.36.2go.mod
Gok8s.io/klog/v2v2.140.0go.mod
Gok8s.io/kube-openapiv0.0.0-20260706235625-cdb1db5517a0go.mod
Gok8s.io/kubectlv0.36.2go.mod
Gok8s.io/utilsv0.0.0-20260707023825-cf1189d6abe3go.mod
Gosigs.k8s.io/controller-runtimev0.24.1go.mod
Gosigs.k8s.io/controller-toolsv0.21.0go.mod
Gosigs.k8s.io/gateway-apiv1.6.0go.mod
Gosigs.k8s.io/gateway-api/conformancev0.0.0-20260603141352-8f69037cd891go.mod
Gosigs.k8s.io/yamlv1.6.0go.mod
Gogithub.com/cncf/xds/gov0.0.0-20260202195803-dba9d589def2go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogolang.org/x/expv0.0.0-20260709172345-9ea1abe57597go.mod
All dependencies 296

Full resolved dependency set from the GitHub dependency graph: 99 direct and 197 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gocirello.io/pglockv1.16.2direct
Gogithub.com/asaskevich/govalidatorv0.0.0-20230301143203-a9d515a09cc2direct
Gogithub.com/bakito/go-log-logr-adapterv0.0.3-0.20260622121138-ddf65ac69581direct
Gogithub.com/cespare/xxhash/v2v2.3.0direct
Gogithub.com/cncf/xds/gov0.0.0-20260202195803-dba9d589def2direct
Gogithub.com/containernetworking/cniv1.3.0direct
Gogithub.com/containernetworking/pluginsv1.9.1direct
Gogithub.com/emicklei/go-restful/v3v3.13.0direct
Gogithub.com/envoyproxy/go-control-plane0.9.9-0.20210217033140-668b12f5399ddirect
Gogithub.com/envoyproxy/protoc-gen-validate0.4.1direct
Gogithub.com/envoyproxy/protoc-gen-validatev1.3.3direct
Gogithub.com/evanphx/json-patch/v5v5.9.11direct
Gogithub.com/exaring/otelpgxv0.11.1direct
Gogithub.com/go-logr/logr0.1.0direct
Gogithub.com/go-logr/logrv1.4.3direct
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                  }
                ],
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              },
              {
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              {
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                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
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              },
              {
                "key": "issue_template",
                "name": "Issue template",
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              {
                "key": "pr_template",
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
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        "name": "Sustainability & Governance",
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        "weight": 0.24,
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            "key": "maintainer_resilience",
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            "notes": [],
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              "top_contributor_share": 0.136
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            "components": [
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                "key": "bus_factor",
                "name": "Bus factor",
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                "key": "commit_distribution",
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                "max_points": 22.5
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                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
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                "points": 10,
                "status": "met",
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                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "notes": [],
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              "merged_prs": 12417,
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              "issue_closed_ratio": 0.938,
              "closed_unmerged_prs": 1767
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            "components": [
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                "key": "issue_resolution",
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                "points": 43.9,
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                  {
                    "code": "issues_closed_share",
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                      "share": 94
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                  }
                ],
                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "12417/14184 decided PRs merged",
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                "status": "partial",
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "followers": 90,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "kumahq",
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              "account_age_days": 2213
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            "components": [
              {
                "key": "ownership_backing",
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                "details": [
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                    "code": "owner_organization",
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                "max_points": 30
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              {
                "key": "verified_domain",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
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              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "90 followers of kumahq",
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                    "code": "owner_followers",
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                      "count": 90,
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                ],
                "max_points": 25
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              {
                "key": "track_record",
                "name": "Track record",
                "detail": "17 public repos, account ~6 yr old",
                "points": 21.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 17
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 6
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                  }
                ],
                "max_points": 25
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "notes": [],
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "25 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
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                      "count": 25
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                ],
                "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",
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                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                  }
                ],
                "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",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
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                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
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                "envoy",
                "envoyproxy",
                "kong",
                "servicemesh",
                "sidecar-proxy",
                "cloud-native",
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                "kuma",
                "control-plane",
                "networking",
                "connectivity",
                "apis",
                "microservices",
                "cncf",
                "controlplane",
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              "has_wiki": false,
              "homepage": "https://kuma.io/install",
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              "has_docs_dir": true,
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
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              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
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              {
                "key": "repository_description",
                "name": "Repository description",
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                "points": 10,
                "status": "met",
                "details": [],
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              },
              {
                "key": "topics",
                "name": "Topics",
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                "status": "met",
                "details": [
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                    "code": "topics_count",
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                "max_points": 10
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              {
                "key": "wiki",
                "name": "Wiki",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "name": "Security",
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        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
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                "code": "excluded_no_data",
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 75,
            "inputs": {
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
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              {
                "key": "branch_protection",
                "name": "Branch-Protection",
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                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "badge detected: Passing",
                "points": 1.2,
                "status": "partial",
                "details": [],
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              {
                "key": "code_review",
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                "detail": "all changesets reviewed",
                "points": 7.5,
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                "max_points": 7.5
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              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 21 contributing companies or organizations",
                "points": 2.5,
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
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              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "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": "30 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": [
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                    "code": "no_data",
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                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 8",
                "points": 4,
                "status": "partial",
                "details": [],
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              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool detected but not run on all commits",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "5 out of the last 5 releases have a total of 5 signed artifacts.",
                "points": 7.5,
                "status": "met",
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                "max_points": 7.5
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              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "7 existing vulnerabilities detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
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            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
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            "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": {}
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            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
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              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 6
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            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
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                    "code": "jurisdiction_no_match",
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                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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      {
        "key": "ai_readiness",
        "band": "excellent",
        "name": "AI Readiness",
        "value": 89,
        "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": {
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 75,
            "inputs": {
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              "legible_history_share": null,
              "agent_instruction_files": [
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              "agent_instruction_max_bytes": 18048
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            "components": [
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                "key": "agent_instructions",
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                "points": 45,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
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                ],
                "max_points": 45
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              {
                "key": "machine_readable_docs_llms_txt",
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                "points": 0,
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              },
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                "key": "legible_commit_history",
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
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                "code": "excluded_no_data",
                "params": {
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 98,
            "inputs": {
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            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
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                "points": 18,
                "status": "met",
                "details": [
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
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                "points": 22,
                "status": "met",
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              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
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                "points": 11,
                "status": "met",
                "details": [
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                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "statically_typed_language",
                    "params": {
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
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                  }
                ],
                "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",
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                  {
                    "code": "no_data",
                    "params": {}
                  }
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              },
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                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 8",
                "points": 8,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 1436454,
              "source_files_sampled": 2762,
              "oversized_source_files": 10
            },
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                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
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                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "10/2762 source files over 60KB",
                "points": 54.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 2762,
                      "oversized": 10
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "good",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "samples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": [
                "api/mesh/options.proto",
                "api/mesh/v1alpha1/circuit_breaker.proto",
                "api/mesh/v1alpha1/dataplane.proto",
                "api/mesh/v1alpha1/dataplane_insight.proto",
                "api/mesh/v1alpha1/dataplane_overview.proto",
                "api/mesh/v1alpha1/envoy_admin.proto",
                "api/mesh/v1alpha1/envoy_admin_inter_cp_forward.proto",
                "api/mesh/v1alpha1/externalservice.proto",
                "api/mesh/v1alpha1/fault_injection.proto",
                "api/mesh/v1alpha1/gateway.proto",
                "api/mesh/v1alpha1/gateway_route.proto",
                "api/mesh/v1alpha1/health_check.proto",
                "api/mesh/v1alpha1/http_method.proto",
                "api/mesh/v1alpha1/kds.proto",
                "api/mesh/v1alpha1/mesh.proto",
                "api/mesh/v1alpha1/mesh_insight.proto",
                "api/mesh/v1alpha1/metrics.proto",
                "api/mesh/v1alpha1/mux.proto",
                "api/mesh/v1alpha1/proxy_template.proto",
                "api/mesh/v1alpha1/rate_limit.proto",
                "api/mesh/v1alpha1/retry.proto",
                "api/mesh/v1alpha1/selector.proto",
                "api/mesh/v1alpha1/service_insight.proto",
                "api/mesh/v1alpha1/timeout.proto",
                "api/mesh/v1alpha1/traffic_log.proto",
                "api/mesh/v1alpha1/traffic_permission.proto",
                "api/mesh/v1alpha1/traffic_route.proto",
                "api/mesh/v1alpha1/traffic_trace.proto",
                "api/mesh/v1alpha1/virtual_outbound.proto",
                "api/mesh/v1alpha1/zone_ingress.proto",
                "api/mesh/v1alpha1/zone_ingress_insight.proto",
                "api/mesh/v1alpha1/zoneegress.proto",
                "api/mesh/v1alpha1/zoneegressinsight.proto",
                "api/mesh/v1alpha1/zoneegressoverview.proto",
                "api/mesh/v1alpha1/zoneingress_overview.proto",
                "api/observability/v1/mads.proto",
                "api/system/v1alpha1/config.proto",
                "api/system/v1alpha1/datasource.proto",
                "api/system/v1alpha1/inter_cp_ping.proto",
                "api/system/v1alpha1/secret.proto",
                "api/system/v1alpha1/zone.proto",
                "api/system/v1alpha1/zone_insight.proto",
                "api/system/v1alpha1/zone_overview.proto",
                "docs/generated/openapi.yaml",
                "pkg/config/app/kumactl/v1alpha1/config.proto",
                "pkg/plugins/ca/builtin/config/builtin_ca_config.proto",
                "pkg/plugins/ca/provided/config/provided_ca_config.proto",
                "test/server/grpc/api/testserver.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "api/mesh/options.proto, api/mesh/v1alpha1/circuit_breaker.proto, api/mesh/v1alpha1/dataplane.proto, api/mesh/v1alpha1/dataplane_insight.proto, api/mesh/v1alpha1/dataplane_overview.proto, api/mesh/v1alpha1/envoy_admin.proto, api/mesh/v1alpha1/envoy_admin_inter_cp_forward.proto, api/mesh/v1alpha1/externalservice.proto, api/mesh/v1alpha1/fault_injection.proto, api/mesh/v1alpha1/gateway.proto, api/mesh/v1alpha1/gateway_route.proto, api/mesh/v1alpha1/health_check.proto, api/mesh/v1alpha1/http_method.proto, api/mesh/v1alpha1/kds.proto, api/mesh/v1alpha1/mesh.proto, api/mesh/v1alpha1/mesh_insight.proto, api/mesh/v1alpha1/metrics.proto, api/mesh/v1alpha1/mux.proto, api/mesh/v1alpha1/proxy_template.proto, api/mesh/v1alpha1/rate_limit.proto, api/mesh/v1alpha1/retry.proto, api/mesh/v1alpha1/selector.proto, api/mesh/v1alpha1/service_insight.proto, api/mesh/v1alpha1/timeout.proto, api/mesh/v1alpha1/traffic_log.proto, api/mesh/v1alpha1/traffic_permission.proto, api/mesh/v1alpha1/traffic_route.proto, api/mesh/v1alpha1/traffic_trace.proto, api/mesh/v1alpha1/virtual_outbound.proto, api/mesh/v1alpha1/zone_ingress.proto, api/mesh/v1alpha1/zone_ingress_insight.proto, api/mesh/v1alpha1/zoneegress.proto, api/mesh/v1alpha1/zoneegressinsight.proto, api/mesh/v1alpha1/zoneegressoverview.proto, api/mesh/v1alpha1/zoneingress_overview.proto, api/observability/v1/mads.proto, api/system/v1alpha1/config.proto, api/system/v1alpha1/datasource.proto, api/system/v1alpha1/inter_cp_ping.proto, api/system/v1alpha1/secret.proto, api/system/v1alpha1/zone.proto, api/system/v1alpha1/zone_insight.proto, api/system/v1alpha1/zone_overview.proto, docs/generated/openapi.yaml, pkg/config/app/kumactl/v1alpha1/config.proto, pkg/plugins/ca/builtin/config/builtin_ca_config.proto, pkg/plugins/ca/provided/config/provided_ca_config.proto, test/server/grpc/api/testserver.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "api/mesh/options.proto, api/mesh/v1alpha1/circuit_breaker.proto, api/mesh/v1alpha1/dataplane.proto, api/mesh/v1alpha1/dataplane_insight.proto, api/mesh/v1alpha1/dataplane_overview.proto, api/mesh/v1alpha1/envoy_admin.proto, api/mesh/v1alpha1/envoy_admin_inter_cp_forward.proto, api/mesh/v1alpha1/externalservice.proto, api/mesh/v1alpha1/fault_injection.proto, api/mesh/v1alpha1/gateway.proto, api/mesh/v1alpha1/gateway_route.proto, api/mesh/v1alpha1/health_check.proto, api/mesh/v1alpha1/http_method.proto, api/mesh/v1alpha1/kds.proto, api/mesh/v1alpha1/mesh.proto, api/mesh/v1alpha1/mesh_insight.proto, api/mesh/v1alpha1/metrics.proto, api/mesh/v1alpha1/mux.proto, api/mesh/v1alpha1/proxy_template.proto, api/mesh/v1alpha1/rate_limit.proto, api/mesh/v1alpha1/retry.proto, api/mesh/v1alpha1/selector.proto, api/mesh/v1alpha1/service_insight.proto, api/mesh/v1alpha1/timeout.proto, api/mesh/v1alpha1/traffic_log.proto, api/mesh/v1alpha1/traffic_permission.proto, api/mesh/v1alpha1/traffic_route.proto, api/mesh/v1alpha1/traffic_trace.proto, api/mesh/v1alpha1/virtual_outbound.proto, api/mesh/v1alpha1/zone_ingress.proto, api/mesh/v1alpha1/zone_ingress_insight.proto, api/mesh/v1alpha1/zoneegress.proto, api/mesh/v1alpha1/zoneegressinsight.proto, api/mesh/v1alpha1/zoneegressoverview.proto, api/mesh/v1alpha1/zoneingress_overview.proto, api/observability/v1/mads.proto, api/system/v1alpha1/config.proto, api/system/v1alpha1/datasource.proto, api/system/v1alpha1/inter_cp_ping.proto, api/system/v1alpha1/secret.proto, api/system/v1alpha1/zone.proto, api/system/v1alpha1/zone_insight.proto, api/system/v1alpha1/zone_overview.proto, docs/generated/openapi.yaml, pkg/config/app/kumactl/v1alpha1/config.proto, pkg/plugins/ca/builtin/config/builtin_ca_config.proto, pkg/plugins/ca/provided/config/provided_ca_config.proto, test/server/grpc/api/testserver.proto"
                    }
                  }
                ],
                "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": "samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "samples"
                    }
                  }
                ],
                "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": [
    "Could not fetch go package 'github.com/kumahq/kuma/v3' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-18T02:21:42.279458Z",
  "schema_version": "0.12.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/kumahq/kuma.svg",
  "full_name": "kumahq/kuma",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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Inspected repositories sharing catalogue tags or ecosystems with kumahq/kuma. Read them side by side →

89kubeedge/kubeedgeKubernetes Native Edge Computing Framework (project under CNCF)Excellent88kgateway-dev/kgatewayThe Cloud-Native API Gateway and AI GatewayExcellent85upbound/project-conductorThe Cloud Native Control PlaneExcellent91rook/rookStorage Orchestration for KubernetesExcellent89cilium/ciliumeBPF-based Networking, Security, and ObservabilityExcellent87kubeflow/kfservingStandardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on KubernetesExcellent

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 v0.12.0 — full methodology · metrics wiki.

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