Public record
Software health reportschema 0.15.0 · metrics 1.13.0 · 2026-07-19 14:03 UTC

sofastack / sofa-ark

SOFAArk is a light-weight,java based classloader isolation framework.

JavaApache-2.0★ 1,635 stars⑂ 527 forkssince Mar 2018View on GitHub ↗

sofastack/sofa-ark holds a health index of 71 out of 100, placing it in the Good band. It scores highest on Community & Adoption (89/100) and lowest on Security (52/100). It was last updated 3 days ago. 2 contributors account for most of its recent work.

71
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.

71
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

SOFAStackOrganization
930 followers47 public repossince Mar 2018

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Mavencom.alipay.sofa:sofa-ark3.2.1-736 days ago
Mavencom.alipay.sofa:sofa-ark-bom3.2.1-736 days ago
Mavencom.alipay.sofa:sofa-ark-parent3.2.1-746 days ago
Mavencom.alipay.sofa:sofa-ark-plugin3.2.1-356 days ago

Metrics by category

Vitality

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

68Moderate · 22% of overall
How it's scored
36/36Push recency — last push 3 days ago
4.2/36Commit cadence — 6/52 weeks with commits
10.3/18Commit volume — 13 commits in the last year
2/10OpenSSF Scorecard: Maintained — 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2
Inputs used
commits_last_year13
human_commit_share
days_since_last_push3
active_weeks_last_year6
How it's scored
27/27Ships releases — 61 releases published
36/36Release recency — latest release 5 days ago
19.8/27Release cadence — a release every ~68.1 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count61
latest_release_tagv3.2.1
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases68.1
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?

89Excellent · 18% of overall
How it's scored
52.1/60Stars — 1,635 stars
22.7/25Forks — 527 forks
10.9/15Watchers — 92 watchers
Inputs used
forks527
stars1,635
watchers92
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

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

Sustainability & Governance

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

80Good · 24% of overall
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
16.7/22.5Commit distribution — top contributor authored 26% of commits
13.5/13.5Contributor breadth — 62 contributors
10/10OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled62
top_contributor_share0.259
How it's scored
45.7/46.8Issue resolution — 98% of issues closed
32/38.3PR acceptance — 498/596 decided PRs merged
9/15OpenSSF Scorecard: Code-Review — Found 13/19 approved changesets -- score normalized to 6
Inputs used
merged_prs498
open_issues12
closed_issues501
issue_closed_ratio0.977
closed_unmerged_prs98
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
21.3/25Owner reach — 930 followers of sofastack
24.2/25Track record — 47 public repos, account ~8 yr old
Inputs used
followers930
owner_typeOrganization
is_verified
owner_loginsofastack
public_repos47
account_age_days3,062
How it's scored
25/25Published & resolvable — 4 package(s) on maven
35/35Publish recency — latest publish 6 days ago
20/20Version history — 74 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagescom.alipay.sofa:sofa-ark, com.alipay.sofa:sofa-ark-bom, com.alipay.sofa:sofa-ark-parent, com.alipay.sofa:sofa-ark-plugin
ecosystemsmaven
any_deprecatedno
min_days_since_publish6

Engineering Quality

Are baseline engineering and documentation practices in place?

61Moderate · 20% of overall
How it's scored
24/24CI workflows — 6 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
10/20OpenSSF Scorecard: CI-Tests — 7 out of 13 merged PRs checked by a CI test -- score normalized to 5
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

65Moderate
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://www.sofastack.tech/projects/sofa-boot/sofa-ark-readme/
10/10Repository description
10/10Topics — 4 topics
0/10Wiki
Inputs used
topicssofa-ark, sofa-boot, classloader-isolation, sofastack
has_wikino
homepagehttps://www.sofastack.tech/projects/sofa-boot/sofa-ark-readme/
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

52Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
1.2/2.5CI-Tests — 7 out of 13 merged PRs checked by a CI test -- score normalized to 5
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
4.5/7.5Code-Review — Found 13/19 approved changesets -- score normalized to 6
2.5/2.5Contributors — project has 7 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
1.5/7.5Maintained — 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 185 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.2
Excluded from scoring (no data or not applicable): branch_protection, signed_releases. Remaining weights renormalized.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

63Moderate · 0% of overall
How it's scored
45/45Agent instructions — CLAUDE.md, sofa-ark-bom/CLAUDE.md, sofa-ark-parent/assembly/CLAUDE.md, sofa-ark-parent/core-impl/archive/CLAUDE.md, sofa-ark-parent/core-impl/container/CLAUDE.md, sofa-ark-parent/core/api/CLAUDE.md, sofa-ark-parent/core/common/CLAUDE.md, sofa-ark-parent/core/exception/CLAUDE.md, sofa-ark-parent/core/spi/CLAUDE.md, sofa-ark-parent/support/ark-maven-plugin/CLAUDE.md, sofa-ark-parent/support/ark-plugin-maven-plugin/CLAUDE.md, sofa-ark-parent/support/ark-springboot-integration/ark-common-springboot/CLAUDE.md, sofa-ark-parent/support/ark-springboot-integration/ark-compatible-springboot1/CLAUDE.md, sofa-ark-parent/support/ark-springboot-integration/ark-compatible-springboot2/CLAUDE.md, sofa-ark-parent/support/ark-springboot-integration/ark-springboot-starter/CLAUDE.md, sofa-ark-parent/support/ark-support-starter/CLAUDE.md, sofa-ark-parent/support/ark-tools/CLAUDE.md, sofa-ark-plugin/config-ark-plugin/CLAUDE.md, sofa-ark-plugin/netty-ark-plugin/CLAUDE.md, sofa-ark-plugin/web-ark-plugin/CLAUDE.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share
agent_instruction_filesCLAUDE.md, sofa-ark-bom/CLAUDE.md, sofa-ark-parent/assembly/CLAUDE.md, sofa-ark-parent/core-impl/archive/CLAUDE.md, sofa-ark-parent/core-impl/container/CLAUDE.md, sofa-ark-parent/core/api/CLAUDE.md, sofa-ark-parent/core/common/CLAUDE.md, sofa-ark-parent/core/exception/CLAUDE.md, sofa-ark-parent/core/spi/CLAUDE.md, sofa-ark-parent/support/ark-maven-plugin/CLAUDE.md, sofa-ark-parent/support/ark-plugin-maven-plugin/CLAUDE.md, sofa-ark-parent/support/ark-springboot-integration/ark-common-springboot/CLAUDE.md, sofa-ark-parent/support/ark-springboot-integration/ark-compatible-springboot1/CLAUDE.md, sofa-ark-parent/support/ark-springboot-integration/ark-compatible-springboot2/CLAUDE.md, sofa-ark-parent/support/ark-springboot-integration/ark-springboot-starter/CLAUDE.md, sofa-ark-parent/support/ark-support-starter/CLAUDE.md, sofa-ark-parent/support/ark-tools/CLAUDE.md, sofa-ark-plugin/config-ark-plugin/CLAUDE.md, sofa-ark-plugin/netty-ark-plugin/CLAUDE.md, sofa-ark-plugin/web-ark-plugin/CLAUDE.md
agent_instruction_max_bytes11,769
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Java (statically typed)
0/10Reproducible environment
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfiles
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
How it's scored
45/45Type-checkable code — Java (statically typed)
55/55Manageable file sizes — 0/464 source files over 60KB
Inputs used
primary_languageJava
largest_source_bytes44,012
source_files_sampled464
oversized_source_files0

Key facts

1,635GitHub stars
62contributors
13commits, last 12 months
3days since last push
61releases
2bus factor
12open issues
Mavenpackage ecosystems

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 · 2026-07-19 14:03 UTC

10Binary-Artifactsno binaries found in the repo
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
5CI-Tests7 out of 13 merged PRs checked by a CI test -- score normalized to 5
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
6Code-ReviewFound 13/19 approved changesets -- score normalized to 6
10Contributorsproject has 7 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
2Maintained3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities185 existing vulnerabilities detected
Direct dependencies 49
RegistryPackageVersion constraintManifest
Mavenorg.springframework.boot:spring-boot${spring.boot.version}sofa-ark-bom/pom.xml
Mavencom.alipay.sofa:sofa-ark-all${project.version}sofa-ark-bom/pom.xml
Mavencom.alipay.sofa:sofa-ark-core${project.version}sofa-ark-bom/pom.xml
Mavencom.alipay.sofa:sofa-ark-core-impl${project.version}sofa-ark-bom/pom.xml
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Mavencom.alipay.sofa:sofa-ark-support-starter${project.version}sofa-ark-bom/pom.xml
Mavencom.alipay.sofa:sofa-ark-maven-plugin${project.version}sofa-ark-bom/pom.xml
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Mavencom.alipay.sofa:sofa-ark-springboot-starter${project.version}sofa-ark-bom/pom.xml
Mavencom.alipay.sofa:sofa-ark-tools${project.version}sofa-ark-bom/pom.xml
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Mavencom.alipay.sofa:sofa-ark-compatible-springboot2${project.version}sofa-ark-bom/pom.xml
Mavencom.alipay.sofa:config-ark-plugin${project.version}sofa-ark-bom/pom.xml
Mavencom.alipay.sofa:web-ark-plugin${project.version}sofa-ark-bom/pom.xml
Mavencom.google.inject:guice${guice.version}sofa-ark-bom/pom.xml
Mavencom.google.guava:guava33.0.0-jresofa-ark-bom/pom.xml
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Mavenio.netty:netty-all${netty.version}sofa-ark-bom/pom.xml
Mavenorg.slf4j:slf4j-api${log4j.version}sofa-ark-bom/pom.xml
Mavench.qos.logback:logback-classic${logback.version}sofa-ark-bom/pom.xml
Mavench.qos.logback:logback-core${logback.version}sofa-ark-bom/pom.xml
Mavencom.alipay.sofa:log-sofa-boot-starter${log.sofa.starter.version}sofa-ark-bom/pom.xml
Mavenorg.apache.maven.shared:maven-invoker${maven.invoker.version}sofa-ark-bom/pom.xml
Mavenorg.apache.maven:maven-core${maven.core.version}sofa-ark-bom/pom.xml
Mavenorg.apache.maven.plugin-tools:maven-plugin-annotations${maven.plugin.annotations.version}sofa-ark-bom/pom.xml
Mavenorg.apache.maven.plugins:maven-dependency-plugin${maven.dependency.plugin.version}sofa-ark-bom/pom.xml
Mavenorg.apache.maven:maven-archiver${maven.archiver.version}sofa-ark-bom/pom.xml
Mavenorg.apache.maven.shared:maven-common-artifact-filters${maven.common.artifact.filters.version}sofa-ark-bom/pom.xml
Mavenorg.apache.maven:maven-plugin-api${maven.plugin.api.version}sofa-ark-bom/pom.xml
Mavenorg.apache.maven:maven-model${maven.model.version}sofa-ark-bom/pom.xml
Mavenorg.apache.maven:maven-artifact${maven.artifact.version}sofa-ark-bom/pom.xml
Mavenorg.codehaus.plexus:plexus-component-annotations${plexus.component.annotations.version}sofa-ark-bom/pom.xml
Mavenorg.codehaus.plexus:plexus-utils${plexus.utils.version}sofa-ark-bom/pom.xml
Mavenorg.sonatype.plexus:plexus-build-api${plexus.build.api.version}sofa-ark-bom/pom.xml
Mavenorg.eclipse.jgit:org.eclipse.jgit${eclipse.jgit.version}sofa-ark-bom/pom.xml
Mavenorg.springframework.boot:spring-boot-loader${spring.boot.version}sofa-ark-bom/pom.xml
Mavenjunit:junit${junit.version}sofa-ark-bom/pom.xml
Mavenorg.testng:testng${testng.version}sofa-ark-bom/pom.xml
Mavencom.fasterxml.jackson.core:jackson-databind2.14.3sofa-ark-bom/pom.xml
Mavenorg.yaml:snakeyaml2.1sofa-ark-bom/pom.xml
All dependencies 122

Full resolved dependency set from the GitHub dependency graph: 77 direct and 45 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 52,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal 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",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "7 out of 13 merged PRs checked by a CI test -- score normalized to 5",
                "points": 1.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 13/19 approved changesets -- score normalized to 6",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 7 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "185 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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": 8
            },
            "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": 63,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "CLAUDE.md",
                "sofa-ark-bom/CLAUDE.md",
                "sofa-ark-parent/assembly/CLAUDE.md",
                "sofa-ark-parent/core-impl/archive/CLAUDE.md",
                "sofa-ark-parent/core-impl/container/CLAUDE.md",
                "sofa-ark-parent/core/api/CLAUDE.md",
                "sofa-ark-parent/core/common/CLAUDE.md",
                "sofa-ark-parent/core/exception/CLAUDE.md",
                "sofa-ark-parent/core/spi/CLAUDE.md",
                "sofa-ark-parent/support/ark-maven-plugin/CLAUDE.md",
                "sofa-ark-parent/support/ark-plugin-maven-plugin/CLAUDE.md",
                "sofa-ark-parent/support/ark-springboot-integration/ark-common-springboot/CLAUDE.md",
                "sofa-ark-parent/support/ark-springboot-integration/ark-compatible-springboot1/CLAUDE.md",
                "sofa-ark-parent/support/ark-springboot-integration/ark-compatible-springboot2/CLAUDE.md",
                "sofa-ark-parent/support/ark-springboot-integration/ark-springboot-starter/CLAUDE.md",
                "sofa-ark-parent/support/ark-support-starter/CLAUDE.md",
                "sofa-ark-parent/support/ark-tools/CLAUDE.md",
                "sofa-ark-plugin/config-ark-plugin/CLAUDE.md",
                "sofa-ark-plugin/netty-ark-plugin/CLAUDE.md",
                "sofa-ark-plugin/web-ark-plugin/CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 11769
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md, sofa-ark-bom/CLAUDE.md, sofa-ark-parent/assembly/CLAUDE.md, sofa-ark-parent/core-impl/archive/CLAUDE.md, sofa-ark-parent/core-impl/container/CLAUDE.md, sofa-ark-parent/core/api/CLAUDE.md, sofa-ark-parent/core/common/CLAUDE.md, sofa-ark-parent/core/exception/CLAUDE.md, sofa-ark-parent/core/spi/CLAUDE.md, sofa-ark-parent/support/ark-maven-plugin/CLAUDE.md, sofa-ark-parent/support/ark-plugin-maven-plugin/CLAUDE.md, sofa-ark-parent/support/ark-springboot-integration/ark-common-springboot/CLAUDE.md, sofa-ark-parent/support/ark-springboot-integration/ark-compatible-springboot1/CLAUDE.md, sofa-ark-parent/support/ark-springboot-integration/ark-compatible-springboot2/CLAUDE.md, sofa-ark-parent/support/ark-springboot-integration/ark-springboot-starter/CLAUDE.md, sofa-ark-parent/support/ark-support-starter/CLAUDE.md, sofa-ark-parent/support/ark-tools/CLAUDE.md, sofa-ark-plugin/config-ark-plugin/CLAUDE.md, sofa-ark-plugin/netty-ark-plugin/CLAUDE.md, sofa-ark-plugin/web-ark-plugin/CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md, sofa-ark-bom/CLAUDE.md, sofa-ark-parent/assembly/CLAUDE.md, sofa-ark-parent/core-impl/archive/CLAUDE.md, sofa-ark-parent/core-impl/container/CLAUDE.md, sofa-ark-parent/core/api/CLAUDE.md, sofa-ark-parent/core/common/CLAUDE.md, sofa-ark-parent/core/exception/CLAUDE.md, sofa-ark-parent/core/spi/CLAUDE.md, sofa-ark-parent/support/ark-maven-plugin/CLAUDE.md, sofa-ark-parent/support/ark-plugin-maven-plugin/CLAUDE.md, sofa-ark-parent/support/ark-springboot-integration/ark-common-springboot/CLAUDE.md, sofa-ark-parent/support/ark-springboot-integration/ark-compatible-springboot1/CLAUDE.md, sofa-ark-parent/support/ark-springboot-integration/ark-compatible-springboot2/CLAUDE.md, sofa-ark-parent/support/ark-springboot-integration/ark-springboot-starter/CLAUDE.md, sofa-ark-parent/support/ark-support-starter/CLAUDE.md, sofa-ark-parent/support/ark-tools/CLAUDE.md, sofa-ark-plugin/config-ark-plugin/CLAUDE.md, sofa-ark-plugin/netty-ark-plugin/CLAUDE.md, sofa-ark-plugin/web-ark-plugin/CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 40,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "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": 100,
            "inputs": {
              "primary_language": "Java",
              "largest_source_bytes": 44012,
              "source_files_sampled": 464,
              "oversized_source_files": 0
            },
            "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": "0/464 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 464,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-19T14:03:45.367772Z",
  "schema_version": "0.15.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/sofastack/sofa-ark.svg",
  "full_name": "sofastack/sofa-ark",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.15.0 — full methodology · metrics wiki.

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