Public record
Software health reportschema 0.16.0 · metrics 1.13.0 · 2026-07-20 22:48 UTC

buildpacks-community / kpack

Kubernetes Native Container Build Service

GoApache-2.0★ 1,078 stars⑂ 178 forkssince May 2019View on GitHub ↗
#hacktoberfest#cloud-native#kubernetes#buildpacks

buildpacks-community/kpack holds a health index of 67 out of 100, placing it in the Moderate band. It scores highest on Community & Adoption (80/100) and lowest on Security (49/100). It was last updated 5 days ago. 2 contributors account for most of its recent work.

67
overall / 100
Moderate

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.

67
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

Cloud Native Buildpacks CommunityOrganization
31 followers7 public repossince Aug 2021

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/pivotal/kpackpoints to another repo — not scoredv0.18.0-8818 days ago

Metrics by category

Vitality

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

69Moderate · 22% of overall

Development activity

59Moderate
How it's scored
36/36Push recency — last push 5 days ago
7.6/36Commit cadence — 11/52 weeks with commits
11.5/18Commit volume — 18 commits in the last year
4/10OpenSSF Scorecard: Maintained — 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
Inputs used
commits_last_year18
human_commit_share—
days_since_last_push5
active_weeks_last_year11

Release discipline

83Good
How it's scored
27/27Ships releases — 86 releases published
36/36Release recency — latest release 5 days ago
19.8/27Release cadence — a release every ~84.6 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count86
latest_release_tagv0.18.0
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases84.6

Community & Adoption

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

80Good · 18% of overall

Popularity & adoption

75Good
How it's scored
49.2/60Stars — 1,078 stars
18.7/25Forks — 178 forks
7.1/15Watchers — 20 watchers
Inputs used
forks178
stars1,078
watchers20
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

85Excellent
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
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateno

Sustainability & Governance

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

65Moderate · 24% of overall

Maintainer resilience (bus factor)

64Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
15.7/22.5Commit distribution — top contributor authored 30% of commits
13.5/13.5Contributor breadth — 74 contributors
10/10OpenSSF Scorecard: Contributors — project has 38 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled74
top_contributor_share0.301

Issue & PR responsiveness

75Good
How it's scored
38.3/46.8Issue resolution — 82% of issues closed
21.4/38.3PR acceptance — 773/1,379 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs773
open_issues96
closed_issues435
issue_closed_ratio0.819
closed_unmerged_prs606

Ownership & stewardship

57Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
10.8/25Owner reach — 31 followers of buildpacks-community
16.4/25Track record — 7 public repos, account ~4 yr old
Inputs used
followers31
owner_typeOrganization
is_verified—
owner_loginbuildpacks-community
public_repos7
account_age_days1,801

Engineering Quality

Are baseline engineering and documentation practices in place?

71Good · 20% of overall

Engineering practices

62Moderate
How it's scored
24/24CI workflows — 3 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
14/20OpenSSF Scorecard: CI-Tests — 22 out of 30 merged PRs checked by a CI test -- score normalized to 7
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

85Excellent
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 4 topics
10/10Wiki
Inputs used
topicshacktoberfest, cloud-native, kubernetes, buildpacks
has_wikiyes
homepage—
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

49At risk · 16% of overall

Security posture

52Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
1.8/2.5CI-Tests — 22 out of 30 merged PRs checked by a CI test -- score normalized to 7
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 38 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
3/7.5Maintained — 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
2/5SAST — SAST tool is not run on all commits -- score normalized to 4
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 66 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.2
Excluded from scoring (no data or not applicable): packaging. Remaining weights renormalized.

Dependency advisories

38At risk
How it's scored
3.7/35Direct dependencies free of known advisories — 7 affected: golang.org/x/crypto v0.47.0 (critical 10.0), github.com/go-git/go-git/v5 v5.16.4 (moderate 6.5), github.com/go-git/go-git/v6 v6.0.0-20260127175347-b5117ad1603d (moderate 6.5), +4 more
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
24.9/40No advisories left outstanding — 4 advisory-carrying package(s) unaddressed past 90 days; oldest published 188 days ago
Inputs used
sourceosv
advisories119
affected_packages26
assessed_packages340
unassessed_packages0
affected_by_severitycritical 2, high 12, moderate 10, unknown 2
direct_affected_packages7
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 340 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

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.

56Moderate · 0% of overall

Agent context & guidance

1Critical
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share—
agent_instruction_files—
agent_instruction_max_bytes—
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

73Good
How it's scored
18/18One-command bootstrap — Makefile
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no data
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileno
typed_languageyes
bootstrap_filesMakefile
has_devcontainerno
has_linter_configno
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.

Code legibility for models

99Excellent
How it's scored
45/45Type-checkable code — Go (statically typed)
54.3/55Manageable file sizes — 3/224 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes205,740
source_files_sampled224
oversized_source_files3

Machine-readable interfaces

80Good
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — api/openapi-spec/swagger.json
0/20MCP server
40/40Runnable examples — samples
Inputs used
example_dirssamples
has_mcp_signalno
api_schema_filesapi/openapi-spec/swagger.json

Key facts

1,078GitHub stars
74contributors
18commits, last 12 months
5days since last push
86releases
2bus factor
96open issues
Gopackage ecosystems

Data collection warnings

  • go package 'github.com/pivotal/kpack' points at a different repository (https://github.com/pivotal/kpack); excluded from ecosystem scoring

More detail

OpenSSF Scorecard 5.2 / 10
5.2aggregate

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 · 2026-07-20 22:47 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
7CI-Tests22 out of 30 merged PRs checked by a CI test -- score normalized to 7
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 38 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
4Maintained5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
4SASTSAST tool is not run on all commits -- score normalized to 4
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities66 existing vulnerabilities detected
Direct dependencies 41
RegistryPackageVersion constraintManifest
Gogithub.com/Azure/azure-sdk-for-go/sdk/azcorev1.20.0go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/azidentityv1.13.1go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/storage/azblobv1.6.4go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/storage/azfilev1.5.3go.mod
Gogithub.com/BurntSushi/tomlv1.6.0go.mod
Gogithub.com/Masterminds/semver/v3v3.4.0go.mod
Gogithub.com/aryann/difflibv0.0.0-20210328193216-ff5ff6dc229bgo.mod
Gogithub.com/buildpacks/imgutilv0.0.0-20250626173435-7c19c278f3d2go.mod
Gogithub.com/buildpacks/lifecyclev0.20.12go.mod
Gogithub.com/chainguard-dev/git-urlsv1.0.2go.mod
Gogithub.com/go-git/go-git/v5v5.16.4go.mod
Gogithub.com/go-git/go-git/v6v6.0.0-20260127175347-b5117ad1603dgo.mod
Gogithub.com/google/go-cmpv0.7.0go.mod
Gogithub.com/google/go-containerregistryv0.20.6go.mod
Gogithub.com/google/go-containerregistry/pkg/authn/k8schainv0.0.0-20250613215107-59a4b8593039go.mod
Gogithub.com/in-toto/in-toto-golangv0.9.0go.mod
Gogithub.com/matthewmcnew/archtestv0.0.0-20191104172020-f1b53a45c22dgo.mod
Gogithub.com/mgutz/ansiv0.0.0-20170206155736-9520e82c474bgo.mod
Gogithub.com/pkg/errorsv0.9.1go.mod
Gogithub.com/sabhiram/go-gitignorev0.0.0-20210923224102-525f6e181f06go.mod
Gogithub.com/sclevine/specv1.4.0go.mod
Gogithub.com/secure-systems-lab/go-securesystemslibv0.9.1go.mod
Gogithub.com/sigstore/cosign/v2v2.5.3go.mod
Gogithub.com/sigstore/sigstorev1.9.5go.mod
Gogithub.com/sirupsen/logrusv1.9.4go.mod
Gogithub.com/spf13/pflagv1.0.10go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/theupdateframework/notaryv0.7.0go.mod
Gogithub.com/vdemeester/k8s-pkg-credentialproviderv1.22.4go.mod
Gogo.uber.org/zapv1.27.1go.mod
Gogolang.org/x/cryptov0.47.0go.mod
Gogolang.org/x/netv0.49.0go.mod
Gogolang.org/x/oauth2v0.34.0go.mod
Gogolang.org/x/syncv0.19.0go.mod
Gok8s.io/apiv0.34.3go.mod
Gok8s.io/apimachineryv0.34.3go.mod
Gok8s.io/client-gov0.34.3go.mod
Gok8s.io/code-generatorv0.34.3go.mod
Gok8s.io/kube-openapiv0.0.0-20260127142750-a19766b6e2d4go.mod
Goknative.dev/pkgv0.0.0-20250610210745-4e27b2e68090go.mod
Gosigs.k8s.io/yamlv1.6.0go.mod
All dependencies 340

Full resolved dependency set from the GitHub dependency graph: 41 direct and 299 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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Gogithub.com/azure/azure-sdk-for-go/sdk/azcorev1.20.0direct
Gogithub.com/azure/azure-sdk-for-go/sdk/azidentityv1.13.1direct
Gogithub.com/azure/azure-sdk-for-go/sdk/storage/azblobv1.6.4direct
Gogithub.com/azure/azure-sdk-for-go/sdk/storage/azfilev1.5.3direct
Gogithub.com/buildpacks/imgutilv0.0.0-20250626173435-7c19c278f3d2direct
Gogithub.com/buildpacks/lifecyclev0.20.12direct
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Gogithub.com/chainguard-dev/git-urlsv1.0.2direct
Gogithub.com/go-git/go-git/v5v5.16.4direct
Gogithub.com/go-git/go-git/v6v6.0.0-20260127175347-b5117ad1603ddirect
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Gogithub.com/sigstore/cosign/v2v2.5.3direct
Gogithub.com/sigstore/sigstorev1.9.5direct
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Gogithub.com/stretchr/testifyv1.11.1direct
Gogithub.com/theupdateframework/notaryv0.7.0direct
Gogithub.com/vdemeester/k8s-pkg-credentialproviderv1.22.4direct
Gogo.uber.org/zapv1.27.1direct
Gogolang.org/x/cryptov0.47.0direct
Gogolang.org/x/netv0.49.0direct
Gogolang.org/x/oauth2v0.34.0direct
Gogolang.org/x/syncv0.19.0direct
Gok8s.io/apiv0.34.3direct
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Gocontrib.go.opencensus.io/exporter/prometheusv0.4.2indirect
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Gogithub.com/agext/levenshteinv1.2.3indirect
Gogithub.com/agnivade/levenshteinv1.2.1indirect
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Gogithub.com/alibabacloud-go/cr-20181201v1.0.10indirect
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Gogithub.com/alibabacloud-go/endpoint-utilv1.1.1indirect
Gogithub.com/alibabacloud-go/openapi-utilv0.1.0indirect
Gogithub.com/alibabacloud-go/teav1.2.1indirect
Gogithub.com/alibabacloud-go/tea-utilsv1.4.5indirect
Gogithub.com/alibabacloud-go/tea-xmlv1.1.3indirect
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Gogithub.com/aws/aws-sdk-go-v2v1.36.5indirect
Gogithub.com/aws/aws-sdk-go-v2/configv1.29.17indirect
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.17.70indirect
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Gogithub.com/beorn7/perksv1.0.1indirect
Gogithub.com/blang/semverv3.5.1+incompatibleindirect
Gogithub.com/blang/semver/v4v4.0.0indirect
Gogithub.com/blendle/zapdriverv1.3.1indirect
Gogithub.com/buildkite/agent/v3v3.102.1indirect
Gogithub.com/buildkite/go-pipelinev0.14.0indirect
Gogithub.com/buildkite/interpolatev0.1.5indirect
Gogithub.com/buildkite/rokov1.3.1indirect
Gogithub.com/cenkalti/backoff/v5v5.0.2indirect
Gogithub.com/census-instrumentation/opencensus-protov0.4.1indirect
Gogithub.com/cespare/xxhash/v2v2.3.0indirect
Gogithub.com/chrismellard/docker-credential-acr-envv0.0.0-20230304212654-82a0ddb27589indirect
Gogithub.com/clbanning/mxj/v2v2.7.0indirect
Gogithub.com/cloudflare/circlv1.6.1indirect
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Dependency advisories 26

This repository publishes no package the index resolves, so its own dependency graph was assessed — 340 packages, which also include development and test pins that never ship: 26 carry known advisories, of which 7 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
golang.org/x/cryptov0.47.0directcritical270.52.0
google.golang.org/grpcv1.73.0indirectcritical21.79.3
github.com/docker/cliv29.0.3+incompatibleindirecthigh229.2.0+incompatible
github.com/docker/dockerv28.5.2+incompatibleindirecthigh1029.3.1
github.com/go-git/go-billy/v5v5.6.2indirecthigh26.0.0-alpha.1
github.com/go-git/go-billy/v6v6.0.0-20260114122816-19306b749eccindirecthigh26.0.0-alpha.1
github.com/go-jose/go-jose/v3v3.0.4indirecthigh24.1.4
github.com/go-jose/go-jose/v4v4.0.5indirecthigh24.1.4
github.com/moby/buildkitv0.22.0indirecthigh40.28.1
github.com/sigstore/fulciov1.7.1indirecthigh61.8.6
github.com/sigstore/rekorv1.3.10indirecthigh61.5.2
github.com/sigstore/timestamp-authorityv1.2.8indirecthigh52.1.0
go.opentelemetry.io/otelv1.37.0indirecthigh11.41.0
go.opentelemetry.io/otel/sdkv1.37.0indirecthigh31.43.0
github.com/go-git/go-git/v5v5.16.4directmoderate126.0.0-alpha.4
github.com/go-git/go-git/v6v6.0.0-20260127175347-b5117ad1603ddirectmoderate56.0.0-alpha.4
github.com/in-toto/in-toto-golangv0.9.0directmoderate20.11.0
github.com/sigstore/cosign/v2v2.5.3directmoderate43.0.6
github.com/sigstore/sigstorev1.9.5directmoderate21.10.4
golang.org/x/netv0.49.0directmoderate81.26.3
github.com/cloudflare/circlv1.6.1indirectmoderate21.6.3
github.com/sigstore/sigstore-gov1.1.0indirectmoderate11.2.0
github.com/theupdateframework/go-tuf/v2v2.1.1indirectmoderate62.4.1
go.mongodb.org/mongo-driverv1.14.0indirectmoderate12.4.2
github.com/go-chi/chiv4.1.2+incompatibleindirectunknown15.2.4
golang.org/x/sysv0.40.0indirectunknown10.44.0

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
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              {
                "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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "66 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "at_risk",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 340 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 340
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 38,
            "inputs": {
              "source": "osv",
              "advisories": 119,
              "affected_packages": 26,
              "assessed_packages": 340,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 2, high 12, moderate 10, unknown 2",
              "direct_affected_packages": 7
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "7 affected: golang.org/x/crypto v0.47.0 (critical 10.0), github.com/go-git/go-git/v5 v5.16.4 (moderate 6.5), github.com/go-git/go-git/v6 v6.0.0-20260127175347-b5117ad1603d (moderate 6.5), +4 more",
                "points": 3.7,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 7,
                      "packages": "golang.org/x/crypto v0.47.0 (critical 10.0), github.com/go-git/go-git/v5 v5.16.4 (moderate 6.5), github.com/go-git/go-git/v6 v6.0.0-20260127175347-b5117ad1603d (moderate 6.5)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "4 advisory-carrying package(s) unaddressed past 90 days; oldest published 188 days ago",
                "points": 24.9,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 4,
                      "oldest": 188
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 340,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 14
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 56,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "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": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "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": 73,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "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 0",
                "points": 0,
                "status": "missed",
                "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": 205740,
              "source_files_sampled": 224,
              "oversized_source_files": 3
            },
            "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": "3/224 source files over 60KB",
                "points": 54.3,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 224,
                      "oversized": 3
                    }
                  }
                ],
                "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/openapi-spec/swagger.json"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "api/openapi-spec/swagger.json",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "api/openapi-spec/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": "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": [
    "go package 'github.com/pivotal/kpack' points at a different repository (https://github.com/pivotal/kpack); excluded from ecosystem scoring"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-20T22:48:05.365962Z",
  "schema_version": "0.16.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/buildpacks-community/kpack.svg",
  "full_name": "buildpacks-community/kpack",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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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 v0.16.0 — full methodology · metrics wiki.

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