Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-28 14:27 UTC

typetools / checker-framework

Pluggable type-checking for Java

JavaCustom license★ 1,142 stars⑂ 436 forkssince Jul 2015View on GitHub ↗
#java#types#verification

typetools/checker-framework holds a health index of 76 out of 100, placing it in the Good band. It scores highest on Vitality (96/100) and lowest on AI Readiness (53/100). It was last updated today. 2 contributors account for most of its recent work.

76
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.

76
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

typetoolsOrganization
28 followers37 public repossince Jun 2015

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?

96Excellent · 22% of overall

Development activity

100Excellent
How it's scored
36/36Push recency — last push 0 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 682 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year682
human_commit_share0.86
days_since_last_push0
active_weeks_last_year52

Release discipline

90Excellent
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 26 days ago
27/27Release cadence — a release every ~23.4 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagchecker-framework-4.2.1
releases_from_tagsno
days_since_latest_release26
mean_days_between_releases23.4

Community & Adoption

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

77Good · 18% of overall

Popularity & adoption

81Good
How it's scored
49.6/60Stars — 1,142 stars
22/25Forks — 436 forks
9/15Watchers — 42 watchers
Inputs used
forks436
stars1,142
watchers42
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

72Good
How it's scored
22.5/22.5README
16.9/22.5License — license file present, not a recognized license
18/18CONTRIBUTING guide
0/13.5Code of conduct
7.2/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateyes
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?

66Moderate · 24% of overall

Maintainer resilience (bus factor)

60Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
11.4/22.5Commit distribution — top contributor authored 49% of commits
13.5/13.5Contributor breadth — 97 contributors
10/10OpenSSF Scorecard: Contributors — project has 30 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled97
top_contributor_share0.493

Issue & PR responsiveness

74Good
How it's scored
37.6/46.8Issue resolution — 80% of issues closed
33.7/38.3PR acceptance — 5,079/5,771 decided PRs merged
3/15OpenSSF Scorecard: Code-Review — Found 7/28 approved changesets -- score normalized to 2
Inputs used
merged_prs5,079
open_issues404
closed_issues1,662
issue_closed_ratio0.804
closed_unmerged_prs692

Ownership & stewardship

64Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
10.5/25Owner reach — 28 followers of typetools
23.5/25Track record — 37 public repos, account ~11 yr old
Inputs used
followers28
owner_typeOrganization
is_verified—
owner_logintypetools
public_repos37
account_age_days4,061

Engineering Quality

Are baseline engineering and documentation practices in place?

80Good · 20% of overall

Engineering practices

74Good
How it's scored
24/24CI workflows — 2 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 15 out of 15 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configno
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — http://checkerframework.org/
10/10Repository description
10/10Topics — 3 topics
0/10Wiki
Inputs used
topicsjava, types, verification
has_wikino
homepagehttp://checkerframework.org/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

60Moderate · 16% of overall

Security posture

50Moderate
How it's scored
0/7.5Binary-Artifacts — no data
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 15 out of 15 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
1.5/7.5Code-Review — Found 7/28 approved changesets -- score normalized to 2
2.5/2.5Contributors — project has 30 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 7 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
1/5SAST — SAST tool is not run on all commits -- score normalized to 2
0/5Security-Policy — security policy file not 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
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate5
Excluded from scoring (no data or not applicable): binary_artifacts, branch_protection, packaging. Remaining weights renormalized.

Dependency advisories

100Excellent
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
advisories58
affected_packages26
assessed_packages285
unassessed_packages1
affected_by_severitycritical 4, high 10, moderate 9, low 3
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 285 resolved dependencies against OSV. 1 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.

53Moderate · 0% of overall

Agent context & guidance

16Critical
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
15.5/40Legible commit history — 25 of 86 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.291
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

69Moderate
How it's scored
18/18One-command bootstrap — .azure/Makefile, .circleci/Makefile, .github/workflows/Makefile, Makefile, annotation-file-utilities/src/test/resources/annotations-expected/tests/classfile/cases/Makefile, annotation-file-utilities/tests/Makefile, annotation-file-utilities/tests/abbreviated/Makefile, annotation-file-utilities/tests/ad-hoc/Makefile, annotation-file-utilities/tests/ad-hoc/bridge/Makefile, annotation-file-utilities/tests/converted/Makefile, annotation-file-utilities/tests/enum-imports/Makefile, annotation-file-utilities/tests/issue155/Makefile, annotation-file-utilities/tests/source-extension/Makefile, annotation-file-utilities/tests/system-test/Makefile, checker/bin-devel/Makefile, checker/tests/command-line/Makefile, checker/tests/command-line/issue618/Makefile, checker/tests/nullness-extra/Makefile, checker/tests/nullness-extra/compat/Makefile, checker/tests/nullness-extra/issue265/Makefile, checker/tests/nullness-extra/issue309/Makefile, checker/tests/nullness-extra/issue348/Makefile, checker/tests/nullness-extra/issue3597/Makefile, checker/tests/nullness-extra/issue502/Makefile, checker/tests/nullness-extra/issue559/Makefile, checker/tests/nullness-extra/issue594/Makefile, checker/tests/nullness-extra/issue607/Makefile, checker/tests/nullness-extra/multiple-errors/Makefile, checker/tests/nullness-extra/package-anno/Makefile, checker/tests/nullness-extra/shorthand/Makefile, dataflow/manual/Makefile, docs/annotation-file-utilities/Makefile, docs/annotation-file-utilities/figures/Makefile, docs/examples/Makefile, docs/examples/MavenExample/Makefile, docs/examples/errorprone/Makefile, docs/examples/fenum-extension/Makefile, docs/examples/lombok/Makefile, docs/examples/subtyping-extension/Makefile, docs/examples/units-extension/Makefile, docs/manual/Makefile, docs/manual/figures/Makefile, docs/tutorial/Makefile, framework/tests/annotationclassloader/Makefile
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Java (statically typed)
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
8/8Automated maintenance — 14 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesuv.lock
has_dockerfileno
typed_languageyes
bootstrap_files.azure/Makefile, .circleci/Makefile, .github/workflows/Makefile, Makefile, annotation-file-utilities/src/test/resources/annotations-expected/tests/classfile/cases/Makefile, annotation-file-utilities/tests/Makefile, annotation-file-utilities/tests/abbreviated/Makefile, annotation-file-utilities/tests/ad-hoc/Makefile, annotation-file-utilities/tests/ad-hoc/bridge/Makefile, annotation-file-utilities/tests/converted/Makefile, annotation-file-utilities/tests/enum-imports/Makefile, annotation-file-utilities/tests/issue155/Makefile, annotation-file-utilities/tests/source-extension/Makefile, annotation-file-utilities/tests/system-test/Makefile, checker/bin-devel/Makefile, checker/tests/command-line/Makefile, checker/tests/command-line/issue618/Makefile, checker/tests/nullness-extra/Makefile, checker/tests/nullness-extra/compat/Makefile, checker/tests/nullness-extra/issue265/Makefile, checker/tests/nullness-extra/issue309/Makefile, checker/tests/nullness-extra/issue348/Makefile, checker/tests/nullness-extra/issue3597/Makefile, checker/tests/nullness-extra/issue502/Makefile, checker/tests/nullness-extra/issue559/Makefile, checker/tests/nullness-extra/issue594/Makefile, checker/tests/nullness-extra/issue607/Makefile, checker/tests/nullness-extra/multiple-errors/Makefile, checker/tests/nullness-extra/package-anno/Makefile, checker/tests/nullness-extra/shorthand/Makefile, dataflow/manual/Makefile, docs/annotation-file-utilities/Makefile, docs/annotation-file-utilities/figures/Makefile, docs/examples/Makefile, docs/examples/MavenExample/Makefile, docs/examples/errorprone/Makefile, docs/examples/fenum-extension/Makefile, docs/examples/lombok/Makefile, docs/examples/subtyping-extension/Makefile, docs/examples/units-extension/Makefile, docs/manual/Makefile, docs/manual/figures/Makefile, docs/tutorial/Makefile, framework/tests/annotationclassloader/Makefile
has_devcontainerno
has_linter_configno
typecheck_configs—
agent_commit_share0
toolchain_manifestsannotation-file-utilities/build.gradle, build.gradle, buildSrc/build.gradle, checker-qual-android/build.gradle, checker-qual/build.gradle, checker-util/build.gradle, checker/build.gradle, dataflow/build.gradle, docs/examples/MavenExample/pom.xml, docs/examples/errorprone/build.gradle, docs/examples/lombok/build.gradle, framework-test/build.gradle, framework/build.gradle, javacutil/build.gradle
dependency_bot_commit_share0.14

Code legibility for models

100Excellent
How it's scored
45/45Type-checkable code — Java (statically typed)
54.8/55Manageable file sizes — 19/4,498 source files over 60KB
Inputs used
primary_languageJava
largest_source_bytes253,569
source_files_sampled4,498
oversized_source_files19

Machine-readable interfaces

40At risk
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — example, examples, sample
Inputs used
example_dirsexample, examples, sample
has_mcp_signalno
api_schema_files—

Key facts

1,142GitHub stars
97contributors
682commits, last 12 months
0days since last push
100releases
2bus factor
404open issues
Maven, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'checker-framework' from its registry

More detail

Star and fork history 0 ★ / 436 ⇿
0Stars
436Forks
100Releases

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.

0100200300400380322015-072021-012026-07
Major 0Minor 0Patch 0

Each point covers 11 days.

OpenSSF Scorecard 5.0 / 10
5.0aggregate

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 · 2026-07-28 14:26 UTC

n/aBinary-Artifactsinternal error: failure checking for Gradle wrapper validating Action: failure listing workflow runs: internal error: ListWorkflowRunsByFileName: GET https://api.github.com/repos/typetools/checker-framework/actions/workflows/gradle-wrapper-validation.yml-DISABLED/runs?status=success: 404 Not Found []
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
10CI-Tests15 out of 15 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 7/28 approved changesets -- score normalized to 2
10Contributorsproject has 30 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 7 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
2SASTSAST tool is not run on all commits -- score normalized to 2
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
All dependencies 286

Full resolved dependency set from the GitHub dependency graph: 0 direct and 286 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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Dependency advisories 26

This repository publishes no package the index resolves, so its own dependency graph was assessed — 285 packages, which also include development and test pins that never ship: 26 carry known advisories, of which 0 are direct. 1 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
org.apache.avro:avro1.11.0indirectcritical21.11.4
org.apache.spark:spark-core_2.123.3.2indirectcritical24.0.1
org.apache.zookeeper:zookeeper3.6.2indirectcritical23.9.2
org.lz4:lz4-java1.8.0indirectcritical31.11.1
com.fasterxml.jackson.core:jackson-core2.17.2indirecthigh23.2.1
com.fasterxml.jackson.core:jackson-databind2.17.2indirecthigh53.1.4
com.google.code.gson:gson2.8.6indirecthigh12.8.9
com.google.protobuf:protobuf-java3.14.0indirecthigh54.28.2
io.airlift:aircompressor0.21indirecthigh23.4
io.netty:netty-codec4.1.74.Finalindirecthigh34.2.16.Final
io.netty:netty-handler4.1.74.Finalindirecthigh44.2.15.Final
org.apache.ivy:ivy2.5.1indirecthigh12.5.2
org.codehaus.plexus:plexus-utils4.0.2indirecthigh14.0.3
org.xerial.snappy:snappy-java1.1.8.4indirecthigh41.1.10.4
com.google.guava:guava16.0.1indirectmoderate332.0.0-android
commons-lang:commons-lang2.6indirectmoderate13.18.0
io.netty:netty-common4.1.74.Finalindirectmoderate24.1.118.Final
io.netty:netty-transport-native-epoll4.1.50.Finalindirectmoderate14.2.15.Final
io.netty:netty-transport-native-epoll4.1.74.Finalindirectmoderate14.2.15.Final
io.netty:netty-transport-native-kqueue4.1.74.Finalindirectmoderate14.2.15.Final
org.apache.commons:commons-compress1.21indirectmoderate21.26.0
org.apache.commons:commons-lang33.12.0indirectmoderate13.18.0
org.apache.spark:spark-network-common_2.123.3.2indirectmoderate13.5.2
org.apache.logging.log4j:log4j-1.2-api2.17.2indirectlow12.25.4
org.apache.logging.log4j:log4j-core2.17.2indirectlow32.25.4
org.apache.logging.log4j:log4j-core2.25.2indirectlow42.25.4

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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                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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 285 resolved dependencies against OSV; 1 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": 285
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 1
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 58,
              "affected_packages": 26,
              "assessed_packages": 285,
              "unassessed_packages": 1,
              "affected_by_severity": "critical 4, high 10, moderate 9, low 3",
              "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": 285,
              "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": 5
            },
            "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": 53,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 16,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.291,
              "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": "25 of 86 human commits state their intent (structured subject or explanatory body)",
                "points": 15.5,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 25,
                      "sampled": 86
                    }
                  }
                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                ".azure/Makefile",
                ".circleci/Makefile",
                ".github/workflows/Makefile",
                "Makefile",
                "annotation-file-utilities/src/test/resources/annotations-expected/tests/classfile/cases/Makefile",
                "annotation-file-utilities/tests/Makefile",
                "annotation-file-utilities/tests/abbreviated/Makefile",
                "annotation-file-utilities/tests/ad-hoc/Makefile",
                "annotation-file-utilities/tests/ad-hoc/bridge/Makefile",
                "annotation-file-utilities/tests/converted/Makefile",
                "annotation-file-utilities/tests/enum-imports/Makefile",
                "annotation-file-utilities/tests/issue155/Makefile",
                "annotation-file-utilities/tests/source-extension/Makefile",
                "annotation-file-utilities/tests/system-test/Makefile",
                "checker/bin-devel/Makefile",
                "checker/tests/command-line/Makefile",
                "checker/tests/command-line/issue618/Makefile",
                "checker/tests/nullness-extra/Makefile",
                "checker/tests/nullness-extra/compat/Makefile",
                "checker/tests/nullness-extra/issue265/Makefile",
                "checker/tests/nullness-extra/issue309/Makefile",
                "checker/tests/nullness-extra/issue348/Makefile",
                "checker/tests/nullness-extra/issue3597/Makefile",
                "checker/tests/nullness-extra/issue502/Makefile",
                "checker/tests/nullness-extra/issue559/Makefile",
                "checker/tests/nullness-extra/issue594/Makefile",
                "checker/tests/nullness-extra/issue607/Makefile",
                "checker/tests/nullness-extra/multiple-errors/Makefile",
                "checker/tests/nullness-extra/package-anno/Makefile",
                "checker/tests/nullness-extra/shorthand/Makefile",
                "dataflow/manual/Makefile",
                "docs/annotation-file-utilities/Makefile",
                "docs/annotation-file-utilities/figures/Makefile",
                "docs/examples/Makefile",
                "docs/examples/MavenExample/Makefile",
                "docs/examples/errorprone/Makefile",
                "docs/examples/fenum-extension/Makefile",
                "docs/examples/lombok/Makefile",
                "docs/examples/subtyping-extension/Makefile",
                "docs/examples/units-extension/Makefile",
                "docs/manual/Makefile",
                "docs/manual/figures/Makefile",
                "docs/tutorial/Makefile",
                "framework/tests/annotationclassloader/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "annotation-file-utilities/build.gradle",
                "build.gradle",
                "buildSrc/build.gradle",
                "checker-qual-android/build.gradle",
                "checker-qual/build.gradle",
                "checker-util/build.gradle",
                "checker/build.gradle",
                "dataflow/build.gradle",
                "docs/examples/MavenExample/pom.xml",
                "docs/examples/errorprone/build.gradle",
                "docs/examples/lombok/build.gradle",
                "framework-test/build.gradle",
                "framework/build.gradle",
                "javacutil/build.gradle"
              ],
              "dependency_bot_commit_share": 0.14
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": ".azure/Makefile, .circleci/Makefile, .github/workflows/Makefile, Makefile, annotation-file-utilities/src/test/resources/annotations-expected/tests/classfile/cases/Makefile, annotation-file-utilities/tests/Makefile, annotation-file-utilities/tests/abbreviated/Makefile, annotation-file-utilities/tests/ad-hoc/Makefile, annotation-file-utilities/tests/ad-hoc/bridge/Makefile, annotation-file-utilities/tests/converted/Makefile, annotation-file-utilities/tests/enum-imports/Makefile, annotation-file-utilities/tests/issue155/Makefile, annotation-file-utilities/tests/source-extension/Makefile, annotation-file-utilities/tests/system-test/Makefile, checker/bin-devel/Makefile, checker/tests/command-line/Makefile, checker/tests/command-line/issue618/Makefile, checker/tests/nullness-extra/Makefile, checker/tests/nullness-extra/compat/Makefile, checker/tests/nullness-extra/issue265/Makefile, checker/tests/nullness-extra/issue309/Makefile, checker/tests/nullness-extra/issue348/Makefile, checker/tests/nullness-extra/issue3597/Makefile, checker/tests/nullness-extra/issue502/Makefile, checker/tests/nullness-extra/issue559/Makefile, checker/tests/nullness-extra/issue594/Makefile, checker/tests/nullness-extra/issue607/Makefile, checker/tests/nullness-extra/multiple-errors/Makefile, checker/tests/nullness-extra/package-anno/Makefile, checker/tests/nullness-extra/shorthand/Makefile, dataflow/manual/Makefile, docs/annotation-file-utilities/Makefile, docs/annotation-file-utilities/figures/Makefile, docs/examples/Makefile, docs/examples/MavenExample/Makefile, docs/examples/errorprone/Makefile, docs/examples/fenum-extension/Makefile, docs/examples/lombok/Makefile, docs/examples/subtyping-extension/Makefile, docs/examples/units-extension/Makefile, docs/manual/Makefile, docs/manual/figures/Makefile, docs/tutorial/Makefile, framework/tests/annotationclassloader/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".azure/Makefile, .circleci/Makefile, .github/workflows/Makefile, Makefile, annotation-file-utilities/src/test/resources/annotations-expected/tests/classfile/cases/Makefile, annotation-file-utilities/tests/Makefile, annotation-file-utilities/tests/abbreviated/Makefile, annotation-file-utilities/tests/ad-hoc/Makefile, annotation-file-utilities/tests/ad-hoc/bridge/Makefile, annotation-file-utilities/tests/converted/Makefile, annotation-file-utilities/tests/enum-imports/Makefile, annotation-file-utilities/tests/issue155/Makefile, annotation-file-utilities/tests/source-extension/Makefile, annotation-file-utilities/tests/system-test/Makefile, checker/bin-devel/Makefile, checker/tests/command-line/Makefile, checker/tests/command-line/issue618/Makefile, checker/tests/nullness-extra/Makefile, checker/tests/nullness-extra/compat/Makefile, checker/tests/nullness-extra/issue265/Makefile, checker/tests/nullness-extra/issue309/Makefile, checker/tests/nullness-extra/issue348/Makefile, checker/tests/nullness-extra/issue3597/Makefile, checker/tests/nullness-extra/issue502/Makefile, checker/tests/nullness-extra/issue559/Makefile, checker/tests/nullness-extra/issue594/Makefile, checker/tests/nullness-extra/issue607/Makefile, checker/tests/nullness-extra/multiple-errors/Makefile, checker/tests/nullness-extra/package-anno/Makefile, checker/tests/nullness-extra/shorthand/Makefile, dataflow/manual/Makefile, docs/annotation-file-utilities/Makefile, docs/annotation-file-utilities/figures/Makefile, docs/examples/Makefile, docs/examples/MavenExample/Makefile, docs/examples/errorprone/Makefile, docs/examples/fenum-extension/Makefile, docs/examples/lombok/Makefile, docs/examples/subtyping-extension/Makefile, docs/examples/units-extension/Makefile, docs/manual/Makefile, docs/manual/figures/Makefile, docs/tutorial/Makefile, framework/tests/annotationclassloader/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": "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": "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 agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "14 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 14,
                      "sampled": 100
                    }
                  }
                ],
                "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": {
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              "largest_source_bytes": 253569,
              "source_files_sampled": 4498,
              "oversized_source_files": 19
            },
            "components": [
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                "key": "type_checkable_code",
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                "detail": "Java (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
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                    "code": "statically_typed_language",
                    "params": {
                      "language": "Java"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "19/4498 source files over 60KB",
                "points": 54.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 4498,
                      "oversized": 19
                    }
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                ],
                "max_points": 55
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          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "example",
                "examples",
                "sample"
              ],
              "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, sample",
                "points": 40,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": "example, examples, sample"
                    }
                  }
                ],
                "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",
    "Could not fetch pypi package 'checker-framework' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T14:27:04.868438Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/typetools/checker-framework.svg",
  "full_name": "typetools/checker-framework",
  "license_state": "custom",
  "license_spdx": null
}

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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 v0.27.0 — full methodology · metrics wiki.

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