Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-30 23:45 UTC

graalvm / native-build-tools

Native-image plugins for various build tools

Java · GroovyCustom license★ 450 stars⑂ 87 forkssince Apr 2021View on GitHub ↗

graalvm/native-build-tools holds a health index of 81 out of 100, placing it in the Good band. It scores highest on Vitality (95/100) and lowest on Community & Adoption (57/100). It was last updated today. 3 contributors account for most of its recent work.

81
overall / 100
Good

Software health index

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

81
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

GraalVMOrganization
765 followers57 public repossince Dec 2014

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?

95Excellent · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
27/36Commit cadence — 39/52 weeks with commits
18/18Commit volume — 185 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 23 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year185
human_commit_share0.96
days_since_last_push0
active_weeks_last_year39

Release discipline

100Excellent
How it's scored
27/27Ships releases — 50 releases published
36/36Release recency — latest release 7 days ago
27/27Release cadence — a release every ~20.9 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count50
latest_release_tag1.1.6
releases_from_tagsno
days_since_latest_release7
mean_days_between_releases20.9
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

57Moderate · 18% of overall
How it's scored
43/60Stars — 450 stars
16.1/25Forks — 87 forks
8.7/15Watchers — 38 watchers
Inputs used
forks87
stars450
watchers38
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sustainability & Governance

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

81Good · 24% of overall
How it's scored
36/54Bus factor — 3 contributor(s) cover half of all commits
16.8/22.5Commit distribution — top contributor authored 25% of commits
13.5/13.5Contributor breadth — 47 contributors
10/10OpenSSF Scorecard: Contributors — project has 36 contributing companies or organizations
Inputs used
bus_factor3
contributors_sampled47
top_contributor_share0.252
How it's scored
42.8/46.8Issue resolution — 92% of issues closed
34.2/38.3PR acceptance — 443/496 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs443
open_issues43
closed_issues463
issue_closed_ratio0.915
closed_unmerged_prs53
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
20.7/25Owner reach — 765 followers of graalvm
24.8/25Track record — 57 public repos, account ~11 yr old
Inputs used
followers765
owner_typeOrganization
is_verified
owner_logingraalvm
public_repos57
account_age_days4,247

Engineering Quality

Are baseline engineering and documentation practices in place?

91Excellent · 20% of overall
How it's scored
24/24CI workflows — 9 workflow(s)
24/24Tests present
16/16Linter config
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 24 out of 26 merged PRs checked by a CI test -- score normalized to 9
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://graalvm.github.io/native-build-tools/
10/10Repository description
10/10Topics — 7 topics
0/10Wiki
Inputs used
topicsgradle, java, gradle-plugin, maven-plugin, maven, native-image, graalvm
has_wikino
homepagehttps://graalvm.github.io/native-build-tools/
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
How it's scored
3.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — no data
2.2/2.5CI-Tests — 24 out of 26 merged PRs checked by a CI test -- score normalized to 9
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 36 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
2.2/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 23 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
5/5Pinned-Dependencies — all dependencies are pinned
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
3/7.5Vulnerabilities — 6 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate6.9
Excluded from scoring (no data or not applicable): branch_protection, packaging, signed_releases. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages29
unassessed_packages19
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 29 resolved dependencies against OSV. 19 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. 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.

77Good · 0% of overall
How it's scored
45/45Agent instructions — AGENTS.md, common/AGENTS.md, native-gradle-plugin/AGENTS.md, native-maven-plugin/AGENTS.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 76 of 96 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.792
agent_instruction_filesAGENTS.md, common/AGENTS.md, native-gradle-plugin/AGENTS.md, native-maven-plugin/AGENTS.md
agent_instruction_max_bytes7,844
How it's scored
12.6/18One-command bootstrap — build-logic/aggregator/build.gradle.kts, build-logic/common-plugins/build.gradle.kts, build-logic/documentation-plugins/build.gradle.kts (toolchain convention, no task runner)
22/22Automated tests
11/11Lint / format config
11/11Static type checking — Java (statically typed)
0/10Reproducible environment
2/10Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 4 of the last 100 commits are automated dependency updates
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Inputs used
has_nixno
has_testsyes
lockfiles
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configs
agent_commit_share0.01
toolchain_manifestsbuild-logic/aggregator/build.gradle.kts, build-logic/common-plugins/build.gradle.kts, build-logic/documentation-plugins/build.gradle.kts, build-logic/gradle-functional-testing/build.gradle, build-logic/reachability-plugins/build.gradle.kts, build-logic/settings-plugins/build.gradle.kts, build-logic/utils-plugins/build.gradle.kts, build.gradle.kts, common/graalvm-reachability-metadata/build.gradle.kts, common/junit-platform-native/build.gradle, common/utils/build.gradle.kts, docs/build.gradle.kts, docs/src/docs/snippets/gradle/groovy/build.gradle, docs/src/docs/snippets/gradle/kotlin/build.gradle.kts, docs/src/docs/snippets/maven/pom.xml, native-gradle-plugin/build.gradle, native-maven-plugin/build-plugins/build.gradle.kts, native-maven-plugin/build.gradle.kts, native-maven-plugin/reproducers/issue-144/child/pom.xml, native-maven-plugin/reproducers/issue-144/pom.xml, native-maven-plugin/reproducers/issue-612/pom.xml, native-maven-plugin/reproducers/issue-727/main-module/pom.xml, native-maven-plugin/reproducers/issue-727/module-without-source/pom.xml, native-maven-plugin/reproducers/issue-727/pom.xml, native-maven-plugin/reproducers/issue-756/pom.xml, native-maven-plugin/src/seeding-build/pom.xml, samples/integration-test/pom.xml, samples/java-application-with-custom-packaging/pom.xml, samples/java-application-with-custom-tests/build.gradle, samples/java-application-with-extra-sourceset/build.gradle, samples/java-application-with-extra-sourceset/build.gradle.kts, samples/java-application-with-reflection/build.gradle, samples/java-application-with-reflection/pom.xml, samples/java-application-with-resources/build.gradle, samples/java-application-with-resources/pom.xml, samples/java-application-with-tests-in-src-main/build.gradle, samples/java-application-with-tests-in-src-main/pom.xml, samples/java-application-with-tests/build.gradle, samples/java-application-with-tests/pom.xml, samples/java-application/build.gradle, samples/java-application/pom.xml, samples/java-library/build.gradle, samples/java-library/pom.xml, samples/junit-tests/build.gradle, samples/junit-tests/pom.xml, samples/kotlin-application-with-tests/build.gradle, samples/layered-java-application/build.gradle, samples/layered-mn-application/build.gradle, samples/metadata-repo-integration/build.gradle, samples/metadata-repo-integration/pom.xml, samples/multi-project-with-tests/core/build.gradle, samples/multi-project-with-tests/core/pom.xml, samples/multi-project-with-tests/pom.xml, samples/multi-project-with-tests/utils/build.gradle, samples/multi-project-with-tests/utils/pom.xml, samples/native-config-integration/build.gradle, samples/native-config-integration/pom.xml, samples/non-native/pom.xml, test-support/library-with-reflection/build.gradle.kts
dependency_bot_commit_share0.04
How it's scored
45/45Type-checkable code — Java (statically typed)
54.7/55Manageable file sizes — 1/219 source files over 60KB
Inputs used
primary_languageJava
largest_source_bytes83,978
source_files_sampled219
oversized_source_files1
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — example, examples, samples
Inputs used
example_dirsexample, examples, samples
has_mcp_signalno
api_schema_files

Key facts

450GitHub stars
47contributors
185commits, last 12 months
0days since last push
50releases
3bus factor
43open issues
Mavenpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 87 ⇿
0Stars
87Forks
49Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

0204060801008532021-062024-012026-07
Major 1Minor 3Patch 44

Each point covers 5 days.

OpenSSF Scorecard 6.9 / 10
6.9aggregate

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 · 2026-07-30 23:45 UTC

5Binary-Artifactsbinaries present in source code
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
9CI-Tests24 out of 26 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 36 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 23 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
10Pinned-Dependenciesall dependencies are pinned
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
4Vulnerabilities6 existing vulnerabilities detected
All dependencies 48

Full resolved dependency set from the GitHub dependency graph: 0 direct and 48 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Mavench.qos.logback:logback-classicindirect
Mavench.qos.logback:logback-classic1.4.12indirect
Mavencom.h2database:h22.2.220indirect
Maveninfo.picocli:picocliindirect
Mavenio.micronaut.build:micronaut-maven-pluginindirect
Mavenio.micronaut.picocli:micronaut-picocliindirect
Mavenio.micronaut.test:micronaut-test-junit5indirect
Mavenio.micronaut:micronaut-http-clientindirect
Mavenio.micronaut:micronaut-injectindirect
Mavenio.micronaut:micronaut-jackson-databindindirect
Mavenio.micronaut:micronaut-runtimeindirect
Mavenio.micronaut:micronaut-validationindirect
Mavenio.netty:netty-codec-http4.1.136indirect
Mavenjakarta.annotation:jakarta.annotation-apiindirect
Mavenjavax.inject:javax.inject1indirect
Mavenorg.apache.commons:commons-lang33.18.0indirect
Mavenorg.apache.commons:commons-math33.6.1indirect
Mavenorg.apache.logging.log4j:log4j-to-slf4j2.19.0indirect
Mavenorg.apache.maven.plugins:maven-assembly-plugin2.4.1indirect
Mavenorg.apache.maven.plugins:maven-compiler-pluginindirect
Mavenorg.apache.maven.plugins:maven-compiler-plugin3.8.1indirect
Mavenorg.apache.maven.plugins:maven-failsafe-plugin3.1.2indirect
Mavenorg.apache.maven.plugins:maven-failsafe-plugin3.5.3indirect
Mavenorg.apache.maven.plugins:maven-jar-plugin3.2.2indirect
Mavenorg.apache.maven.plugins:maven-shade-plugin3.2.4indirect
Mavenorg.apache.maven.plugins:maven-surefire-pluginindirect
Mavenorg.apache.maven.plugins:maven-surefire-plugin3.0.0-M5indirect
Mavenorg.apache.maven.plugins:maven-surefire-plugin3.5.3indirect
Mavenorg.codehaus.mojo:exec-maven-plugin3.0.0indirect
Mavenorg.graalvm.buildtools.examples:module-without-source1.0.0-SNAPSHOTindirect
Mavenorg.graalvm.buildtools.examples:utils1.0.0-SNAPSHOTindirect
Mavenorg.graalvm.buildtools:junit-platform-native1.1.8-SNAPSHOTindirect
Mavenorg.graalvm.buildtools:native-maven-pluginindirect
Mavenorg.graalvm.buildtools:native-maven-plugin1.1.8-SNAPSHOTindirect
Mavenorg.graalvm.internal:library-with-reflectionindirect
Mavenorg.graalvm.internal:library-with-reflection1.5indirect
Mavenorg.graalvm.nativeimage:svm22.0.0indirect
Mavenorg.junit.jupiter:junit-jupiterindirect
Mavenorg.junit.jupiter:junit-jupiter5.13.0indirect
Mavenorg.junit.jupiter:junit-jupiter5.8.1indirect
Mavenorg.junit.jupiter:junit-jupiter-apiindirect
Mavenorg.junit.jupiter:junit-jupiter-engineindirect
Mavenorg.junit.platform:junit-platform-launcherindirect
Mavenorg.junit.vintage:junit-vintage-engine5.13.0indirect
Mavenorg.junit:junit-bom5.13.0indirect
Mavenorg.junit:junit-bom5.8.1indirect
Mavenorg.slf4j:jul-to-slf4j2.0.3indirect
Mavenorg.yaml:snakeyaml2.3indirect
Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 29 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct. 19 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

No known advisories affect the assessed dependencies.

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
{
  "data": {
    "repo": {
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        "java",
        "gradle-plugin",
        "maven-plugin",
        "maven",
        "native-image",
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      "size_kb": 20852,
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      "homepage": "https://graalvm.github.io/native-build-tools/",
      "languages": {
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        "Groovy": 293563,
        "Kotlin": 23806
      },
      "pushed_at": "2026-07-30T10:17:10Z",
      "created_at": "2021-04-13T13:12:23Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-30T06:14:29Z",
      "description": "Native-image plugins for various build tools",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
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      "is_verified": null,
      "public_repos": 57,
      "account_age_days": 4247
    },
    "license": {
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      "raw_spdx": "NOASSERTION",
      "file_present": true,
      "scorecard_found": true,
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    },
    "activity": {
      "releases": [
        {
          "tag": "1.1.6",
          "kind": "patch",
          "published_at": "2026-07-23T10:33:56Z"
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        {
          "tag": "1.1.5",
          "kind": "patch",
          "published_at": "2026-07-17T15:49:19Z"
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        {
          "tag": "1.1.4",
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          "kind": "minor",
          "published_at": "2026-04-22T13:42:19Z"
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        {
          "tag": "1.0.0",
          "kind": "major",
          "published_at": "2026-03-24T14:28:28Z"
        },
        {
          "tag": "0.11.5",
          "kind": "patch",
          "published_at": "2026-03-03T14:04:12Z"
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          "tag": "0.11.4",
          "kind": "patch",
          "published_at": "2026-01-16T12:24:01Z"
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          "tag": "0.11.3",
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          "published_at": "2025-11-11T08:47:41Z"
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          "published_at": "2025-10-27T14:20:16Z"
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          "tag": "0.11.1",
          "kind": "patch",
          "published_at": "2025-09-29T12:52:01Z"
        },
        {
          "tag": "0.11.0",
          "kind": "minor",
          "published_at": "2025-07-22T09:00:44Z"
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          "tag": "0.10.6",
          "kind": "patch",
          "published_at": "2025-03-15T23:22:04Z"
        },
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          "tag": "0.10.5",
          "kind": "patch",
          "published_at": "2025-02-05T10:04:42Z"
        },
        {
          "tag": "0.10.4",
          "kind": "patch",
          "published_at": "2024-12-05T12:44:02Z"
        },
        {
          "tag": "0.10.3",
          "kind": "patch",
          "published_at": "2024-09-10T11:21:03Z"
        },
        {
          "tag": "0.10.2",
          "kind": "patch",
          "published_at": "2024-05-17T16:23:06Z"
        },
        {
          "tag": "0.10.1",
          "kind": "patch",
          "published_at": "2024-02-19T16:54:27Z"
        },
        {
          "tag": "0.10.0",
          "kind": "minor",
          "published_at": "2024-02-02T16:01:16Z"
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          "tag": "0.9.28",
          "kind": "patch",
          "published_at": "2023-10-20T12:48:52Z"
        },
        {
          "tag": "0.9.27",
          "kind": "patch",
          "published_at": "2023-09-18T10:58:49Z"
        },
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          "tag": "0.9.26",
          "kind": "patch",
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        },
        {
          "tag": "0.9.25",
          "kind": "patch",
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        },
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          "kind": "patch",
          "published_at": "2023-08-09T07:42:34Z"
        },
        {
          "tag": "0.9.23",
          "kind": "patch",
          "published_at": "2023-06-16T14:00:23Z"
        },
        {
          "tag": "0.9.22",
          "kind": "patch",
          "published_at": "2023-05-11T18:25:07Z"
        },
        {
          "tag": "0.9.21",
          "kind": "patch",
          "published_at": "2023-04-13T07:05:04Z"
        },
        {
          "tag": "0.9.20",
          "kind": "patch",
          "published_at": "2023-02-15T10:20:13Z"
        },
        {
          "tag": "0.9.19",
          "kind": "patch",
          "published_at": "2022-12-05T08:59:37Z"
        },
        {
          "tag": "0.9.18",
          "kind": "patch",
          "published_at": "2022-11-22T09:45:35Z"
        },
        {
          "tag": "0.9.17",
          "kind": "patch",
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                "key": "openssf_scorecard_signed_releases",
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            "key": "abandonment",
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              "cap": null,
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        "weight": 0.18,
        "metrics": [
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                "key": "stars",
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                "key": "watchers",
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            "inputs": {
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                "key": "license",
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                "key": "issue_template",
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        "weight": 0.24,
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            "key": "maintainer_resilience",
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            "notes": [],
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                "key": "bus_factor",
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                "key": "openssf_scorecard_contributors",
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                "max_points": 10
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            ]
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          {
            "key": "responsiveness",
            "band": "excellent",
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            "notes": [],
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              "merged_prs": 443,
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                "key": "issue_resolution",
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                "max_points": 46.75
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                "key": "pr_acceptance",
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                "key": "openssf_scorecard_code_review",
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                "max_points": 15
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          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
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            "inputs": {
              "followers": 765,
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                "key": "ownership_backing",
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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",
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                "key": "owner_reach",
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                "detail": "765 followers of graalvm",
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                      "count": 765,
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                "max_points": 25
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                "key": "track_record",
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                "detail": "57 public repos, account ~11 yr old",
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                    "code": "account_age_years",
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                "max_points": 25
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            ]
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        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
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        "name": "Engineering Quality",
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        "weight": 0.2,
        "metrics": [
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                "key": "ci_workflows",
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              },
              {
                "key": "linter_config",
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                "key": "pre_commit_hooks",
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              },
              {
                "key": "editorconfig",
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          },
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        ],
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            "value": 69,
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                "key": "contributors",
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                "key": "dangerous_workflow",
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                "key": "dependency_update_tool",
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                "key": "fuzzing",
                "name": "Fuzzing",
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              },
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                "key": "maintained",
                "name": "Maintained",
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                "key": "packaging",
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                "key": "pinned_dependencies",
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              },
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                "key": "sast",
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              },
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                "key": "security_policy",
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                "detail": "security policy file not detected",
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              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
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                "details": [
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                    "code": "no_data",
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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",
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              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "6 existing vulnerabilities detected",
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                "status": "partial",
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              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 29 resolved dependencies against OSV; 19 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). 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",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 29
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 19
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 29,
              "unassessed_packages": 19,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "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": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "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": 29,
              "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": 23
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 77,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.792,
              "agent_instruction_files": [
                "AGENTS.md",
                "common/AGENTS.md",
                "native-gradle-plugin/AGENTS.md",
                "native-maven-plugin/AGENTS.md"
              ],
              "agent_instruction_max_bytes": 7844
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, common/AGENTS.md, native-gradle-plugin/AGENTS.md, native-maven-plugin/AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, common/AGENTS.md, native-gradle-plugin/AGENTS.md, native-maven-plugin/AGENTS.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "76 of 96 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 76,
                      "sampled": 96
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [
                "build-logic/aggregator/build.gradle.kts",
                "build-logic/common-plugins/build.gradle.kts",
                "build-logic/documentation-plugins/build.gradle.kts",
                "build-logic/gradle-functional-testing/build.gradle",
                "build-logic/reachability-plugins/build.gradle.kts",
                "build-logic/settings-plugins/build.gradle.kts",
                "build-logic/utils-plugins/build.gradle.kts",
                "build.gradle.kts",
                "common/graalvm-reachability-metadata/build.gradle.kts",
                "common/junit-platform-native/build.gradle",
                "common/utils/build.gradle.kts",
                "docs/build.gradle.kts",
                "docs/src/docs/snippets/gradle/groovy/build.gradle",
                "docs/src/docs/snippets/gradle/kotlin/build.gradle.kts",
                "docs/src/docs/snippets/maven/pom.xml",
                "native-gradle-plugin/build.gradle",
                "native-maven-plugin/build-plugins/build.gradle.kts",
                "native-maven-plugin/build.gradle.kts",
                "native-maven-plugin/reproducers/issue-144/child/pom.xml",
                "native-maven-plugin/reproducers/issue-144/pom.xml",
                "native-maven-plugin/reproducers/issue-612/pom.xml",
                "native-maven-plugin/reproducers/issue-727/main-module/pom.xml",
                "native-maven-plugin/reproducers/issue-727/module-without-source/pom.xml",
                "native-maven-plugin/reproducers/issue-727/pom.xml",
                "native-maven-plugin/reproducers/issue-756/pom.xml",
                "native-maven-plugin/src/seeding-build/pom.xml",
                "samples/integration-test/pom.xml",
                "samples/java-application-with-custom-packaging/pom.xml",
                "samples/java-application-with-custom-tests/build.gradle",
                "samples/java-application-with-extra-sourceset/build.gradle",
                "samples/java-application-with-extra-sourceset/build.gradle.kts",
                "samples/java-application-with-reflection/build.gradle",
                "samples/java-application-with-reflection/pom.xml",
                "samples/java-application-with-resources/build.gradle",
                "samples/java-application-with-resources/pom.xml",
                "samples/java-application-with-tests-in-src-main/build.gradle",
                "samples/java-application-with-tests-in-src-main/pom.xml",
                "samples/java-application-with-tests/build.gradle",
                "samples/java-application-with-tests/pom.xml",
                "samples/java-application/build.gradle",
                "samples/java-application/pom.xml",
                "samples/java-library/build.gradle",
                "samples/java-library/pom.xml",
                "samples/junit-tests/build.gradle",
                "samples/junit-tests/pom.xml",
                "samples/kotlin-application-with-tests/build.gradle",
                "samples/layered-java-application/build.gradle",
                "samples/layered-mn-application/build.gradle",
                "samples/metadata-repo-integration/build.gradle",
                "samples/metadata-repo-integration/pom.xml",
                "samples/multi-project-with-tests/core/build.gradle",
                "samples/multi-project-with-tests/core/pom.xml",
                "samples/multi-project-with-tests/pom.xml",
                "samples/multi-project-with-tests/utils/build.gradle",
                "samples/multi-project-with-tests/utils/pom.xml",
                "samples/native-config-integration/build.gradle",
                "samples/native-config-integration/pom.xml",
                "samples/non-native/pom.xml",
                "test-support/library-with-reflection/build.gradle.kts"
              ],
              "dependency_bot_commit_share": 0.04
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "build-logic/aggregator/build.gradle.kts, build-logic/common-plugins/build.gradle.kts, build-logic/documentation-plugins/build.gradle.kts (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "build-logic/aggregator/build.gradle.kts, build-logic/common-plugins/build.gradle.kts, build-logic/documentation-plugins/build.gradle.kts"
                    }
                  }
                ],
                "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": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Java (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Java"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "4 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 4,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Java",
              "largest_source_bytes": 83978,
              "source_files_sampled": 219,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Java (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Java"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/219 source files over 60KB",
                "points": 54.7,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 219,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "example",
                "examples",
                "samples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "example, examples, samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "example, examples, 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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-30T23:45:40.442450Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/graalvm/native-build-tools.svg",
  "full_name": "graalvm/native-build-tools",
  "license_state": "custom",
  "license_spdx": null
}

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 v0.27.0 — full methodology · metrics wiki.

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