Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-29 04:10 UTC

AquaticInformatics / aquarius-field-data-framework

A plugin framework for creating field data parsers for AQUARIUS Time-Series

C#Apache-2.0★ 4 stars⑂ 17 forkssince Feb 2018View on GitHub ↗

AquaticInformatics/aquarius-field-data-framework holds a health index of 61 out of 100, placing it in the Moderate band. It scores highest on Sustainability & Governance (79/100) and lowest on AI Readiness (38/100). It was last updated today. 4 contributors account for most of its recent work.

61
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.

61
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

29 followers29 public repossince Mar 2012

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?

71Good · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
3.5/36Commit cadence — 5/52 weeks with commits
13.9/18Commit volume — 34 commits in the last year
10/10OpenSSF Scorecard: Maintained — 14 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year34
human_commit_share1
days_since_last_push0
active_weeks_last_year5
How it's scored
27/27Ships releases — 96 releases published
36/36Release recency — latest release 0 days ago
19.8/27Release cadence — a release every ~46.8 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count96
latest_release_tagv26.3.3
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases46.8

Community & Adoption

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

52Moderate · 18% of overall
How it's scored
7.7/60Stars — 4 stars
10/25Forks — 17 forks
6.4/15Watchers — 15 watchers
Inputs used
forks17
stars4
watchers15
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

85Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateno

Sustainability & Governance

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

79Good · 24% of overall
How it's scored
43.2/54Bus factor — 4 contributor(s) cover half of all commits
17.7/22.5Commit distribution — top contributor authored 21% of commits
13.5/13.5Contributor breadth — 14 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor4
contributors_sampled14
top_contributor_share0.214
How it's scored
46.8/46.8Issue resolution — 100% of issues closed
33.9/38.3PR acceptance — 139/157 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs139
open_issues0
closed_issues44
issue_closed_ratio1
closed_unmerged_prs18
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
10.6/25Owner reach — 29 followers of AquaticInformatics
22.8/25Track record — 29 public repos, account ~14 yr old
Inputs used
followers29
owner_typeOrganization
is_verified
owner_loginAquaticInformatics
public_repos29
account_age_days5,262

Engineering Quality

Are baseline engineering and documentation practices in place?

42At risk · 20% of overall
How it's scored
0/24CI workflows
0/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 7 out of 7 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_cino
has_testsno
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?

52Moderate · 16% of overall
How it's scored
6/7.5Binary-Artifacts — binaries present in source code
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 7 out of 7 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
7.5/7.5Code-Review — all changesets reviewed
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
0/10Dangerous-Workflow — no data
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 14 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — no data
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 — no data
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated14
scorecard_versionv5.5.0
checks_inconclusive4
scorecard_aggregate4.6
Excluded from scoring (no data or not applicable): dangerous_workflow, packaging, pinned_dependencies, token_permissions. Remaining weights renormalized.
How it's scored
20.2/35Direct dependencies free of known advisories — 1 affected: log4net 2.0.12 (moderate 5.3)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
35.3/40No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 109 days ago
Inputs used
sourceosv
advisories1
affected_packages1
assessed_packages34
unassessed_packages0
affected_by_severitymoderate 1
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 34 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

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

38At risk · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
20.8/40Legible commit history — 39 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.39
agent_instruction_files
agent_instruction_max_bytes
How it's scored
12.6/18One-command bootstrap — src/Common/Common.csproj, src/FieldDataPluginFramework.Serialization.UnitTests/FieldDataPluginFramework.Serialization.UnitTests.csproj, src/FieldDataPluginFramework.Serialization/FieldDataPluginFramework.Serialization.csproj (toolchain convention, no task runner)
0/22Automated tests
0/11Lint / format config
11/11Static type checking — C# (statically typed)
0/10Reproducible environment
2/10Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsno
lockfiles
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0.01
toolchain_manifestssrc/Common/Common.csproj, src/FieldDataPluginFramework.Serialization.UnitTests/FieldDataPluginFramework.Serialization.UnitTests.csproj, src/FieldDataPluginFramework.Serialization/FieldDataPluginFramework.Serialization.csproj, src/FieldVisitHotFolderService/FieldVisitHotFolderService.csproj, src/JsonFieldData/JsonFieldData.csproj, src/MultiFile.Configurator/MultiFile.Configurator.csproj, src/MultiFile/MultiFile.csproj, src/PluginPackager/PluginPackager.csproj, src/PluginTester/PluginTester.csproj
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.
How it's scored
45/45Type-checkable code — C# (statically typed)
55/55Manageable file sizes — 0/69 source files over 60KB
Inputs used
primary_languageC#
largest_source_bytes47,935
source_files_sampled69
oversized_source_files0

Key facts

4GitHub stars
14contributors
34commits, last 12 months
0days since last push
96releases
4bus factor
0open issues
package ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 17 ⇿
0Stars
17Forks
92Releases

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.

0481216201722018-022022-012025-11
Major 0Minor 14Patch 78

Each point covers 8 days.

OpenSSF Scorecard 4.6 / 10
4.6aggregate

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 · 2026-07-29 04:10 UTC

8Binary-Artifactsbinaries present in source code
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests7 out of 7 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
n/aDangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained14 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
n/aPinned-Dependenciesno dependencies found
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.
n/aToken-PermissionsNo tokens found
9Vulnerabilities1 existing vulnerabilities detected
Direct dependencies 38
RegistryPackageVersion constraintManifest
NuGetServiceStack.Text10.0.4src/Common/Common.csproj
NuGetlog4net2.0.12src/Common/Common.csproj
NuGetSystem.Buffers4.6.1src/Common/Common.csproj
NuGetSystem.Memory4.6.3src/Common/Common.csproj
NuGetSystem.Numerics.Vectors4.6.1src/Common/Common.csproj
NuGetSystem.Runtime.CompilerServices.Unsafe6.1.2src/Common/Common.csproj
NuGetServiceStack.Text10.0.4src/FieldDataPluginFramework.Serialization/FieldDataPluginFramework.Serialization.csproj
NuGetSystem.Buffers4.6.1src/FieldDataPluginFramework.Serialization/FieldDataPluginFramework.Serialization.csproj
NuGetSystem.Memory4.6.3src/FieldDataPluginFramework.Serialization/FieldDataPluginFramework.Serialization.csproj
NuGetSystem.Numerics.Vectors4.6.1src/FieldDataPluginFramework.Serialization/FieldDataPluginFramework.Serialization.csproj
NuGetSystem.Runtime.CompilerServices.Unsafe6.1.2src/FieldDataPluginFramework.Serialization/FieldDataPluginFramework.Serialization.csproj
NuGetServiceStack.Text10.0.4src/JsonFieldData/JsonFieldData.csproj
NuGetSystem.Buffers4.6.1src/JsonFieldData/JsonFieldData.csproj
NuGetSystem.Memory4.6.3src/JsonFieldData/JsonFieldData.csproj
NuGetSystem.Numerics.Vectors4.6.1src/JsonFieldData/JsonFieldData.csproj
NuGetSystem.Runtime.CompilerServices.Unsafe6.1.2src/JsonFieldData/JsonFieldData.csproj
NuGetServiceStack.Text10.0.4src/MultiFile/MultiFile.csproj
NuGetSystem.Buffers4.6.1src/MultiFile/MultiFile.csproj
NuGetSystem.Memory4.6.3src/MultiFile/MultiFile.csproj
NuGetSystem.Numerics.Vectors4.6.1src/MultiFile/MultiFile.csproj
NuGetSystem.Runtime.CompilerServices.Unsafe6.1.2src/MultiFile/MultiFile.csproj
NuGetServiceStack.Text10.0.4src/PluginPackager/PluginPackager.csproj
NuGetlog4net2.0.12src/PluginPackager/PluginPackager.csproj
NuGetSystem.Buffers4.6.1src/PluginPackager/PluginPackager.csproj
NuGetSystem.Memory4.6.3src/PluginPackager/PluginPackager.csproj
NuGetSystem.Numerics.Vectors4.6.1src/PluginPackager/PluginPackager.csproj
NuGetSystem.Runtime.CompilerServices.Unsafe6.1.2src/PluginPackager/PluginPackager.csproj
NuGetFody6.9.3src/PluginPackager/PluginPackager.csproj
NuGetCostura.Fody6.2.0src/PluginPackager/PluginPackager.csproj
NuGetServiceStack.Text10.0.4src/PluginTester/PluginTester.csproj
NuGetlog4net2.0.12src/PluginTester/PluginTester.csproj
NuGetHumanizer.Core2.14.1src/PluginTester/PluginTester.csproj
NuGetSystem.Buffers4.6.1src/PluginTester/PluginTester.csproj
NuGetSystem.Memory4.6.3src/PluginTester/PluginTester.csproj
NuGetSystem.Numerics.Vectors4.6.1src/PluginTester/PluginTester.csproj
NuGetSystem.Runtime.CompilerServices.Unsafe6.1.2src/PluginTester/PluginTester.csproj
NuGetFody6.9.3src/PluginTester/PluginTester.csproj
NuGetCostura.Fody6.2.0src/PluginTester/PluginTester.csproj
All dependencies 34

Full resolved dependency set from the GitHub dependency graph: 16 direct and 18 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
NuGetCostura.Fody1.6.2direct
NuGetCostura.Fody6.2.0direct
NuGetFody2.0.0direct
NuGetFody6.9.3direct
NuGetHumanizer.Core2.14.1direct
NuGetlog4net2.0.12direct
NuGetServiceStack.Text10.0.4direct
NuGetServiceStack.Text6.0.2direct
NuGetSystem.Buffers4.5.1direct
NuGetSystem.Buffers4.6.1direct
NuGetSystem.Memory4.5.4direct
NuGetSystem.Memory4.6.3direct
NuGetSystem.Numerics.Vectors4.5.0direct
NuGetSystem.Numerics.Vectors4.6.1direct
NuGetSystem.Runtime.CompilerServices.Unsafe4.5.3direct
NuGetSystem.Runtime.CompilerServices.Unsafe6.1.2direct
NuGetAquarius.SDK22.1.2indirect
NuGetAutoFixture4.12.0indirect
NuGetFare2.1.1indirect
NuGetFluentAssertions5.6.0indirect
NuGetMicrosoft.Bcl1.1.10indirect
NuGetMicrosoft.Bcl.AsyncInterfaces5.0.0indirect
NuGetMicrosoft.Bcl.Build1.0.14indirect
NuGetMicrosoft.CSharp4.7.0indirect
NuGetMicrosoft.Net.Http2.2.29indirect
NuGetNodaTime1.3.0indirect
NuGetNUnit3.11.0indirect
NuGetNUnit3TestAdapter4.5.0indirect
NuGetServiceStack.Client6.0.2indirect
NuGetServiceStack.HttpClient6.0.2indirect
NuGetServiceStack.Interfaces6.0.2indirect
NuGetSystem.Threading.Tasks.Extensions4.5.4indirect
NuGetSystem.ValueTuple4.5.0indirect
NuGettomlyn0.14.3indirect
Dependency advisories 1

This repository publishes no package the index resolves, so its own dependency graph was assessed — 34 packages, which also include development and test pins that never ship: 1 carry known advisories, of which 1 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
log4net2.0.12directmoderate13.3.0

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

Raw JSON report machine-readable
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      "updated_at": "2026-07-29T03:52:33Z",
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          "kind": "patch",
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                "points": 17.7,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 21
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "14 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
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                      "count": 14
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 96,
            "inputs": {
              "merged_prs": 139,
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              "closed_issues": 44,
              "issue_closed_ratio": 1,
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
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                  }
                ],
                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "139/157 decided PRs merged",
                "points": 33.9,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
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                      "merged": 139,
                      "decided": 157
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                  }
                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 63,
            "inputs": {
              "followers": 29,
              "owner_type": "Organization",
              "is_verified": null,
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              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
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                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "29 followers of AquaticInformatics",
                "points": 10.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
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                      "count": 29,
                      "login": "AquaticInformatics"
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                ],
                "max_points": 25
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              {
                "key": "track_record",
                "name": "Track record",
                "detail": "29 public repos, account ~14 yr old",
                "points": 22.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
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                      "count": 29
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                  },
                  {
                    "code": "account_age_years",
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                      "years": 14
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                ],
                "max_points": 25
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "at_risk",
        "name": "Engineering Quality",
        "value": 42,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": null,
            "notes": [],
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              "has_ci": false,
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                "key": "ci_workflows",
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                "points": 0,
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              {
                "key": "tests_present",
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              {
                "key": "linter_config",
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                "points": 0,
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                "key": "pre_commit_hooks",
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                "points": 0,
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                "max_points": 9.6
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              {
                "key": "editorconfig",
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              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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                "points": 20,
                "status": "met",
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                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
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                "key": "readme",
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                "max_points": 30
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              {
                "key": "documentation_directory",
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                "detail": null,
                "points": 25,
                "status": "met",
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              {
                "key": "documentation_homepage_site",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              {
                "key": "repository_description",
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                "points": 10,
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              {
                "key": "topics",
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                "status": "missed",
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                "max_points": 10
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              {
                "key": "wiki",
                "name": "Wiki",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
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        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dangerous-Workflow, Packaging, Pinned-Dependencies, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                    "pinned_dependencies",
                    "token_permissions"
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              },
              {
                "code": "weights_renormalized",
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            "value": 46,
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              "source": "openssf_scorecard",
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              "scorecard_aggregate": 4.6
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
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              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
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              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "7 out of 7 merged PRs checked by a CI test -- score normalized to 10",
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                "status": "met",
                "details": [],
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
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                "key": "code_review",
                "name": "Code-Review",
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                "points": 7.5,
                "status": "met",
                "details": [],
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                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
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                "status": "partial",
                "details": [],
                "max_points": 2.5
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              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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": "14 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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 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": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 34 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
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              },
              {
                "code": "weights_renormalized",
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              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 34
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              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 74,
            "inputs": {
              "source": "osv",
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              "affected_packages": 1,
              "assessed_packages": 34,
              "unassessed_packages": 0,
              "affected_by_severity": "moderate 1",
              "direct_affected_packages": 1
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            "components": [
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                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: log4net 2.0.12 (moderate 5.3)",
                "points": 20.2,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
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                    }
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                ],
                "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": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 109 days ago",
                "points": 35.3,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 109
                    }
                  }
                ],
                "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": 34,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
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            "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": [
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                    "code": "no_malicious_dependencies",
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                "max_points": 100
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            ]
          },
          {
            "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"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 2
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            "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": {}
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                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
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        "weight": 0,
        "metrics": [
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            "inputs": {
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              "legible_history_share": 0.39,
              "agent_instruction_files": [],
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            "components": [
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                "key": "agent_instructions",
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                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
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                "max_points": 45
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                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
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                "points": 20.8,
                "status": "partial",
                "details": [
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                    "code": "legible_history",
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                "max_points": 40
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          },
          {
            "key": "ai_verify_loop",
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            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
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              {
                "code": "weights_renormalized",
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            ],
            "value": 28,
            "inputs": {
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              "dependency_bot_commit_share": 0
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            "components": [
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                "key": "one_command_bootstrap",
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                "points": 12.6,
                "status": "partial",
                "details": [
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                    "code": "toolchain_convention",
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                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "C# (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
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                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
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                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "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": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "C#",
              "largest_source_bytes": 47935,
              "source_files_sampled": 69,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C# (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C#"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/69 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 69,
                      "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-29T04:10:33.714907Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/AquaticInformatics/aquarius-field-data-framework.svg",
  "full_name": "AquaticInformatics/aquarius-field-data-framework",
  "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 v0.27.0 — full methodology · metrics wiki.

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