Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-25 17:44 UTC

pragmaticalabs / pragmatica

Pragmatica Monorepo — Functional Core • JBCT Tooling • Aether Unified Application Runtime

JavaCustom license★ 31 stars⑂ 3 forkssince Feb 2026View on GitHub ↗

pragmaticalabs/pragmatica holds a health index of 57 out of 100, placing it in the Moderate band. It scores highest on Vitality (86/100) and lowest on Community & Adoption (34/100). It was last updated today. A single contributor accounts for most of its recent work.

57
overall / 100
Moderate

Software health index

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

57
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

Pragmatica LabsOrganization
2 followers3 public repossince Jan 2026

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Mavenorg.pragmatica-lite:core1.0.0-rc2-378 days ago
Mavenorg.pragmatica-lite:testing1.0.0-rc2-168 days ago
Mavenorg.pragmatica-lite:test-logging1.0.0-rc2-128 days ago

Metrics by category

Vitality

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

86Excellent · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
19.4/36Commit cadence — 28/52 weeks with commits
18/18Commit volume — 1,334 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,334
human_commit_share1
days_since_last_push0
active_weeks_last_year28
How it's scored
27/27Ships releases — 26 releases published
36/36Release recency — latest release 8 days ago
27/27Release cadence — a release every ~12.8 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count26
latest_release_tagv1.0.0-rc3-candidate
releases_from_tagsno
days_since_latest_release8
mean_days_between_releases12.8

Community & Adoption

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

34At risk · 18% of overall
How it's scored
24/60Stars — 31 stars
2.5/25Forks — 3 forks
0/15Watchers — 1 watchers
Inputs used
forks3
stars31
watchers1
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?

48At risk · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
27.7/46.8Issue resolution — 59% of issues closed
34.9/38.3PR acceptance — 83/91 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/3 approved changesets -- score normalized to 0
Inputs used
merged_prs83
open_issues178
closed_issues259
issue_closed_ratio0.593
closed_unmerged_prs8
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
3.4/25Owner reach — 2 followers of pragmaticalabs
5.4/25Track record — 3 public repos, account ~0 yr old
Inputs used
followers2
owner_typeOrganization
is_verified
owner_loginpragmaticalabs
public_repos3
account_age_days182
How it's scored
25/25Published & resolvable — 3 package(s) on maven
35/35Publish recency — latest publish 8 days ago
20/20Version history — 37 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesorg.pragmatica-lite:core, org.pragmatica-lite:testing, org.pragmatica-lite:test-logging
ecosystemsmaven
any_deprecatedno
min_days_since_publish8

Engineering Quality

Are baseline engineering and documentation practices in place?

65Moderate · 20% of overall
How it's scored
24/24CI workflows — 2 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
10/20OpenSSF Scorecard: CI-Tests — 1 out of 2 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
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

47At risk · 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 — 1 out of 2 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
0/7.5Code-Review — Found 0/3 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
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
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
0/7.5Vulnerabilities — 148 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate3.4
Excluded from scoring (no data or not applicable): branch_protection. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages1
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the maven:org.pragmatica-lite:core@1.0.0-rc2 runtime dependency closure — what installing the published package pulls in — 1 packages. 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.

71Good · 0% of overall
How it's scored
45/45Agent instructions — jbct/jbct-cli/src/main/resources/templates/CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 100 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share1
agent_instruction_filesjbct/jbct-cli/src/main/resources/templates/CLAUDE.md
agent_instruction_max_bytes2,244
How it's scored
18/18One-command bootstrap — aether/aether-ttm-onnx/training/Makefile
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Java (statically typed)
10/10Reproducible environment — Dockerfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfiles
has_dockerfileyes
typed_languageyes
bootstrap_filesaether/aether-ttm-onnx/training/Makefile
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifestsaether/aether-config/pom.xml, aether/aether-control/pom.xml, aether/aether-deployment/pom.xml, aether/aether-dht/pom.xml, aether/aether-invoke/pom.xml, aether/aether-management-api/pom.xml, aether/aether-metrics/pom.xml, aether/aether-setup/pom.xml, aether/aether-storage/pom.xml, aether/aether-stream/pom.xml, aether/aether-ttm-onnx/pom.xml, aether/aether-ttm/pom.xml, aether/cli/pom.xml, aether/cloud-tests/pom.xml, aether/dashboard/pom.xml, aether/e2e-tests/echo-slice-v2/pom.xml, aether/e2e-tests/echo-slice/pom.xml, aether/e2e-tests/pom.xml, aether/e2e-tests/versioned-slice/pom.xml, aether/ember/pom.xml, aether/environment-integration/pom.xml, aether/environment/aws/pom.xml, aether/environment/azure/pom.xml, aether/environment/docker/pom.xml, aether/environment/gcp/pom.xml, aether/environment/hetzner/pom.xml, aether/environment/pom.xml, aether/forge/forge-api/pom.xml, aether/forge/forge-core/pom.xml, aether/forge/forge-load/pom.xml, aether/forge/forge-simulator/pom.xml, aether/forge/forge-tests/pom.xml, aether/forge/pom.xml, aether/http-handler-api/pom.xml, aether/http-routing-adapter/pom.xml, aether/node/pom.xml, aether/pg-tools/pg-codegen/pom.xml, aether/pg-tools/pg-maven-plugin/pom.xml, aether/pg-tools/pg-parser/pom.xml, aether/pg-tools/pg-schema/pom.xml, aether/pg-tools/pg-test-corpus/pom.xml, aether/pg-tools/pom.xml, aether/pg-tools/sql-splitter/pom.xml, aether/pom.xml, aether/resource/api/pom.xml, aether/resource/db-async/pom.xml, aether/resource/db-jdbc/pom.xml, aether/resource/db-jooq-api/pom.xml, aether/resource/db-jooq-async/pom.xml, aether/resource/db-jooq-r2dbc/pom.xml, aether/resource/db-jooq/pom.xml, aether/resource/db-r2dbc/pom.xml, aether/resource/durable-entity/pom.xml, aether/resource/http/pom.xml, aether/resource/interceptors/pom.xml, aether/resource/notification/pom.xml, aether/resource/pom.xml, aether/resource/services/artifact-repo/pom.xml, aether/resource/services/pom.xml, aether/slice-annotations/pom.xml, aether/slice-api/pom.xml, aether/slice-testkit/pom.xml, aether/slice/pom.xml, aether/tests/blueprints/test-echo/pom.xml, aether/tests/blueprints/test-full/pom.xml, aether/tests/blueprints/test-persistence/pom.xml, aether/tests/blueprints/test-stream-repl/pom.xml, aether/tests/blueprints/test-stream/pom.xml, core/pom.xml, examples/banking/account/pom.xml, examples/banking/exchange/pom.xml, examples/banking/fraud/pom.xml, examples/banking/pom.xml, examples/banking/shared/pom.xml, examples/banking/transfer/pom.xml, examples/catalog/pom.xml, examples/comprehensive-persistence/pom.xml, examples/ecommerce/fulfillment/pom.xml, examples/ecommerce/inventory/pom.xml, examples/ecommerce/payment/pom.xml, examples/ecommerce/place-order/pom.xml, examples/ecommerce/pom.xml, examples/ecommerce/pricing/pom.xml, examples/ecommerce/shared/pom.xml, examples/jooq-xml-showcase/pom.xml, examples/notification-hub/notification-analytics/pom.xml, examples/notification-hub/notification-emailer/pom.xml, examples/notification-hub/notification-service/pom.xml, examples/notification-hub/pom.xml, examples/pg-showcase/pom.xml, examples/pom.xml, examples/pragmatica-lite/pom.xml, examples/pricing-engine/pom.xml, examples/step-composition/pom.xml, examples/url-shortener-v2/pom.xml, examples/url-shortener/pom.xml, integrations/cloud/aws/pom.xml, integrations/cloud/azure/pom.xml, integrations/cloud/gcp/pom.xml, integrations/cloud/hetzner/pom.xml, integrations/cloud/pom.xml, integrations/cluster/pom.xml, integrations/config/config-service/pom.xml, integrations/config/pom.xml, integrations/config/toml/pom.xml, integrations/consensus/pom.xml, integrations/db/jdbc/pom.xml, integrations/db/jooq-r2dbc/pom.xml, integrations/db/jooq/pom.xml, integrations/db/jpa/pom.xml, integrations/db/pom.xml, integrations/db/postgres-async/pom.xml, integrations/db/postgres-r2dbc-adapter/pom.xml, integrations/db/r2dbc/pom.xml, integrations/dht/pom.xml, integrations/email-http/pom.xml, integrations/http-routing/pom.xml, integrations/json/jackson/pom.xml, integrations/json/pom.xml, integrations/messaging/pom.xml, integrations/metrics/micrometer/pom.xml, integrations/metrics/pom.xml, integrations/net/dns/pom.xml, integrations/net/http-client/pom.xml, integrations/net/http-server/pom.xml, integrations/net/http-types/pom.xml, integrations/net/pom.xml, integrations/net/smtp/pom.xml, integrations/net/tcp/pom.xml, integrations/pom.xml, integrations/serialization/api/pom.xml, integrations/serialization/benchmark/pom.xml, integrations/serialization/codec-processor/pom.xml, integrations/serialization/pom.xml, integrations/statemachine/pom.xml, integrations/storage/pom.xml, integrations/swim/pom.xml, integrations/utility/pom.xml, integrations/xml/jackson-xml/pom.xml, integrations/xml/pom.xml, jbct/jbct-cli/pom.xml, jbct/jbct-core/pom.xml, jbct/jbct-format/pom.xml, jbct/jbct-init/pom.xml, jbct/jbct-lint/pom.xml, jbct/jbct-maven-plugin/pom.xml, jbct/jbct-parser/pom.xml, jbct/pom.xml, jbct/slice-processor-tests/pom.xml, jbct/slice-processor/pom.xml, pom.xml, test-logging/pom.xml, testing/pom.xml
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Java (statically typed)
54.4/55Manageable file sizes — 35/3,077 source files over 60KB
Inputs used
primary_languageJava
largest_source_bytes4,816,328
source_files_sampled3,077
oversized_source_files35
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — example, examples
Inputs used
example_dirsexample, examples
has_mcp_signalno
api_schema_files

Key facts

31GitHub stars
1contributors
1,334commits, last 12 months
0days since last push
26releases
1bus factor
178open issues
Mavenpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

Star and fork history 0 ★ / 3 ⇿
0Stars
3Forks
2Releases

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.

12233312026-052026-052026-06
Major 0Minor 0Patch 0
OpenSSF Scorecard 3.4 / 10
3.4aggregate

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 · 2026-07-25 17:44 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-Tests1 out of 2 merged PRs checked by a CI test -- score normalized to 5
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/3 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
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
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
0Vulnerabilities148 existing vulnerabilities detected
Direct dependencies 142
RegistryPackageVersion constraintManifest
Mavenorg.pragmatica-lite:core${project.version}aether/pom.xml
Mavenorg.pragmatica-lite:toml${project.version}aether/pom.xml
Mavenorg.pragmatica-lite:messaging${project.version}aether/pom.xml
Mavenorg.pragmatica-lite:utility${project.version}aether/pom.xml
Mavenorg.pragmatica-lite:dht${project.version}aether/pom.xml
Mavenorg.pragmatica-lite:consensus${project.version}aether/pom.xml
Mavenorg.pragmatica-lite:tcp${project.version}aether/pom.xml
Mavenorg.pragmatica-lite:http-server${project.version}aether/pom.xml
Mavenorg.pragmatica-lite:dns${project.version}aether/pom.xml
Mavenorg.pragmatica-lite:serialization-api${project.version}aether/pom.xml
Mavenorg.pragmatica-lite:micrometer${project.version}aether/pom.xml
Mavenorg.pragmatica-lite:http-client${project.version}aether/pom.xml
Mavenorg.pragmatica-lite:jackson${project.version}aether/pom.xml
Mavenio.micrometer:micrometer-core${micrometer.version}aether/pom.xml
Mavenio.micrometer:micrometer-registry-prometheus${micrometer.version}aether/pom.xml
Mavenorg.pragmatica-lite.aether:dashboard${project.version}aether/pom.xml
Mavenorg.pragmatica-lite.aether:aether-config${project.version}aether/pom.xml
Mavenorg.pragmatica-lite.aether:slice-annotations${project.version}aether/pom.xml
Mavenorg.pragmatica-lite.aether:slice-api${project.version}aether/pom.xml
Mavenorg.pragmatica-lite.aether:environment-integration${project.version}aether/pom.xml
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Mavenorg.pragmatica-lite:hetzner${project.version}aether/pom.xml
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Mavenorg.pragmatica-lite.aether:resource-interceptors${project.version}aether/pom.xml
Mavenorg.pragmatica-lite.aether:slice${project.version}aether/pom.xml
Mavenorg.pragmatica-lite.aether:aether-stream${project.version}aether/pom.xml
Mavenorg.pragmatica-lite.aether:node${project.version}aether/pom.xml
Mavenorg.pragmatica-lite:cluster${project.version}aether/pom.xml
Mavenorg.pragmatica-lite.aether:artifact-repo${project.version}aether/pom.xml
Mavenorg.pragmatica-lite.aether:aether-ttm${project.version}aether/pom.xml
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Mavenorg.pragmatica-lite.aether:ember${project.version}aether/pom.xml
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Mavenorg.apache.logging.log4j:log4j-layout-template-json${log4j2.version}aether/pom.xml
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Mavenorg.slf4j:slf4j-apicore/pom.xml
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Mavenorg.pragmatica-lite:jbct-lint${project.version}jbct/pom.xml
Mavenorg.pragmatica-lite:jbct-init${project.version}jbct/pom.xml
Mavenorg.pragmatica-lite:core${project.version}jbct/pom.xml
Mavenorg.pragmatica-lite:http-client${project.version}jbct/pom.xml
Mavenorg.pragmatica-lite:toml${project.version}jbct/pom.xml
Mavenorg.pragmatica-lite:http-routing${project.version}jbct/pom.xml
Mavenorg.pragmatica-lite.aether:slice-annotations${project.version}jbct/pom.xml
Mavenorg.pragmatica-lite.aether:slice-api${project.version}jbct/pom.xml
Mavenorg.pragmatica-lite.aether:http-routing-adapter${project.version}jbct/pom.xml
Mavenorg.pragmatica-lite.aether:resource-api${project.version}jbct/pom.xml
Maveninfo.picocli:picocli${picocli.version}jbct/pom.xml
Mavenorg.ow2.asm:asm${asm.version}jbct/pom.xml
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Mavenorg.pragmatica-lite:testing${project.version}pom.xml
Mavenorg.pragmatica-lite:test-logging${project.version}pom.xml
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All dependencies not collected

The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Dependency advisories 0

Installing maven:org.pragmatica-lite:core@1.0.0-rc2 pulls in 1 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

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
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                "key": "owner_reach",
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                "key": "track_record",
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                "key": "fuzzing",
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                "key": "vulnerabilities",
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            "components": [
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                "key": "direct_dependencies_free_of_known_advisories",
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                "detail": "no direct dependency carries a known advisory",
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                "max_points": 35
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              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "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": 1,
              "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": 2
            },
            "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": 71,
        "weight": 0,
        "metrics": [
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            "key": "ai_agent_context",
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            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
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              "legible_history_share": 1,
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              "agent_instruction_max_bytes": 2244
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "jbct/jbct-cli/src/main/resources/templates/CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "jbct/jbct-cli/src/main/resources/templates/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": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 100,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "aether/aether-ttm-onnx/training/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
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                "aether/aether-deployment/pom.xml",
                "aether/aether-dht/pom.xml",
                "aether/aether-invoke/pom.xml",
                "aether/aether-management-api/pom.xml",
                "aether/aether-metrics/pom.xml",
                "aether/aether-setup/pom.xml",
                "aether/aether-storage/pom.xml",
                "aether/aether-stream/pom.xml",
                "aether/aether-ttm-onnx/pom.xml",
                "aether/aether-ttm/pom.xml",
                "aether/cli/pom.xml",
                "aether/cloud-tests/pom.xml",
                "aether/dashboard/pom.xml",
                "aether/e2e-tests/echo-slice-v2/pom.xml",
                "aether/e2e-tests/echo-slice/pom.xml",
                "aether/e2e-tests/pom.xml",
                "aether/e2e-tests/versioned-slice/pom.xml",
                "aether/ember/pom.xml",
                "aether/environment-integration/pom.xml",
                "aether/environment/aws/pom.xml",
                "aether/environment/azure/pom.xml",
                "aether/environment/docker/pom.xml",
                "aether/environment/gcp/pom.xml",
                "aether/environment/hetzner/pom.xml",
                "aether/environment/pom.xml",
                "aether/forge/forge-api/pom.xml",
                "aether/forge/forge-core/pom.xml",
                "aether/forge/forge-load/pom.xml",
                "aether/forge/forge-simulator/pom.xml",
                "aether/forge/forge-tests/pom.xml",
                "aether/forge/pom.xml",
                "aether/http-handler-api/pom.xml",
                "aether/http-routing-adapter/pom.xml",
                "aether/node/pom.xml",
                "aether/pg-tools/pg-codegen/pom.xml",
                "aether/pg-tools/pg-maven-plugin/pom.xml",
                "aether/pg-tools/pg-parser/pom.xml",
                "aether/pg-tools/pg-schema/pom.xml",
                "aether/pg-tools/pg-test-corpus/pom.xml",
                "aether/pg-tools/pom.xml",
                "aether/pg-tools/sql-splitter/pom.xml",
                "aether/pom.xml",
                "aether/resource/api/pom.xml",
                "aether/resource/db-async/pom.xml",
                "aether/resource/db-jdbc/pom.xml",
                "aether/resource/db-jooq-api/pom.xml",
                "aether/resource/db-jooq-async/pom.xml",
                "aether/resource/db-jooq-r2dbc/pom.xml",
                "aether/resource/db-jooq/pom.xml",
                "aether/resource/db-r2dbc/pom.xml",
                "aether/resource/durable-entity/pom.xml",
                "aether/resource/http/pom.xml",
                "aether/resource/interceptors/pom.xml",
                "aether/resource/notification/pom.xml",
                "aether/resource/pom.xml",
                "aether/resource/services/artifact-repo/pom.xml",
                "aether/resource/services/pom.xml",
                "aether/slice-annotations/pom.xml",
                "aether/slice-api/pom.xml",
                "aether/slice-testkit/pom.xml",
                "aether/slice/pom.xml",
                "aether/tests/blueprints/test-echo/pom.xml",
                "aether/tests/blueprints/test-full/pom.xml",
                "aether/tests/blueprints/test-persistence/pom.xml",
                "aether/tests/blueprints/test-stream-repl/pom.xml",
                "aether/tests/blueprints/test-stream/pom.xml",
                "core/pom.xml",
                "examples/banking/account/pom.xml",
                "examples/banking/exchange/pom.xml",
                "examples/banking/fraud/pom.xml",
                "examples/banking/pom.xml",
                "examples/banking/shared/pom.xml",
                "examples/banking/transfer/pom.xml",
                "examples/catalog/pom.xml",
                "examples/comprehensive-persistence/pom.xml",
                "examples/ecommerce/fulfillment/pom.xml",
                "examples/ecommerce/inventory/pom.xml",
                "examples/ecommerce/payment/pom.xml",
                "examples/ecommerce/place-order/pom.xml",
                "examples/ecommerce/pom.xml",
                "examples/ecommerce/pricing/pom.xml",
                "examples/ecommerce/shared/pom.xml",
                "examples/jooq-xml-showcase/pom.xml",
                "examples/notification-hub/notification-analytics/pom.xml",
                "examples/notification-hub/notification-emailer/pom.xml",
                "examples/notification-hub/notification-service/pom.xml",
                "examples/notification-hub/pom.xml",
                "examples/pg-showcase/pom.xml",
                "examples/pom.xml",
                "examples/pragmatica-lite/pom.xml",
                "examples/pricing-engine/pom.xml",
                "examples/step-composition/pom.xml",
                "examples/url-shortener-v2/pom.xml",
                "examples/url-shortener/pom.xml",
                "integrations/cloud/aws/pom.xml",
                "integrations/cloud/azure/pom.xml",
                "integrations/cloud/gcp/pom.xml",
                "integrations/cloud/hetzner/pom.xml",
                "integrations/cloud/pom.xml",
                "integrations/cluster/pom.xml",
                "integrations/config/config-service/pom.xml",
                "integrations/config/pom.xml",
                "integrations/config/toml/pom.xml",
                "integrations/consensus/pom.xml",
                "integrations/db/jdbc/pom.xml",
                "integrations/db/jooq-r2dbc/pom.xml",
                "integrations/db/jooq/pom.xml",
                "integrations/db/jpa/pom.xml",
                "integrations/db/pom.xml",
                "integrations/db/postgres-async/pom.xml",
                "integrations/db/postgres-r2dbc-adapter/pom.xml",
                "integrations/db/r2dbc/pom.xml",
                "integrations/dht/pom.xml",
                "integrations/email-http/pom.xml",
                "integrations/http-routing/pom.xml",
                "integrations/json/jackson/pom.xml",
                "integrations/json/pom.xml",
                "integrations/messaging/pom.xml",
                "integrations/metrics/micrometer/pom.xml",
                "integrations/metrics/pom.xml",
                "integrations/net/dns/pom.xml",
                "integrations/net/http-client/pom.xml",
                "integrations/net/http-server/pom.xml",
                "integrations/net/http-types/pom.xml",
                "integrations/net/pom.xml",
                "integrations/net/smtp/pom.xml",
                "integrations/net/tcp/pom.xml",
                "integrations/pom.xml",
                "integrations/serialization/api/pom.xml",
                "integrations/serialization/benchmark/pom.xml",
                "integrations/serialization/codec-processor/pom.xml",
                "integrations/serialization/pom.xml",
                "integrations/statemachine/pom.xml",
                "integrations/storage/pom.xml",
                "integrations/swim/pom.xml",
                "integrations/utility/pom.xml",
                "integrations/xml/jackson-xml/pom.xml",
                "integrations/xml/pom.xml",
                "jbct/jbct-cli/pom.xml",
                "jbct/jbct-core/pom.xml",
                "jbct/jbct-format/pom.xml",
                "jbct/jbct-init/pom.xml",
                "jbct/jbct-lint/pom.xml",
                "jbct/jbct-maven-plugin/pom.xml",
                "jbct/jbct-parser/pom.xml",
                "jbct/pom.xml",
                "jbct/slice-processor-tests/pom.xml",
                "jbct/slice-processor/pom.xml",
                "pom.xml",
                "test-logging/pom.xml",
                "testing/pom.xml"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
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                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
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                    }
                  }
                ],
                "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": [
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                    "code": "statically_typed_language",
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                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile"
                    }
                  }
                ],
                "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": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "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",
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            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
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              "largest_source_bytes": 4816328,
              "source_files_sampled": 3077,
              "oversized_source_files": 35
            },
            "components": [
              {
                "key": "type_checkable_code",
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                "points": 45,
                "status": "met",
                "details": [
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                    "code": "statically_typed_language",
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                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "35/3077 source files over 60KB",
                "points": 54.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
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                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "example",
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
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                "detail": null,
                "points": 0,
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                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
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                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "example, examples",
                "points": 40,
                "status": "met",
                "details": [
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                  }
                ],
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              }
            ]
          }
        ],
        "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",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T17:44:44.581618Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/pragmaticalabs/pragmatica.svg",
  "full_name": "pragmaticalabs/pragmatica",
  "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 statisticsMaven.