Public record
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 13:39 UTC

castai / image-analyzer

OCI images analyzer

GoApache-2.0★ 7 stars⑂ 0 forkssince Nov 2023View on GitHub ↗

castai/image-analyzer holds a health index of 53 out of 100, placing it in the Moderate band. It scores highest on Sustainability & Governance (66/100) and lowest on Community & Adoption (30/100). It was last updated 1 day ago. 2 contributors account for most of its recent work.

53
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.

53
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

CAST AIOrganization
251 followers109 public repossince Oct 2018

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/castai/image-analyzerv0.10.1-224 days ago

Metrics by category

Vitality

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

64Moderate · 22% of overall
How it's scored
36/36Push recency — last push 1 days ago
2.8/36Commit cadence — 4/52 weeks with commits
7.6/18Commit volume — 6 commits in the last year
0/10OpenSSF Scorecard: Maintained — 1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Inputs used
commits_last_year6
human_commit_share0.731
days_since_last_push1
active_weeks_last_year4
How it's scored
27/27Ships releases — 20 releases published
36/36Release recency — latest release 4 days ago
19.8/27Release cadence — a release every ~68.8 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count20
latest_release_tagv0.10.1
releases_from_tagsno
days_since_latest_release4
mean_days_between_releases68.8
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

30At risk · 18% of overall
How it's scored
12.6/60Stars — 7 stars
0/25Forks — 0 forks
0/15Watchers — 2 watchers
Inputs used
forks0
stars7
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
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?

66Moderate · 24% of overall
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
13.8/22.5Commit distribution — top contributor authored 39% of commits
12.2/13.5Contributor breadth — 9 contributors
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled9
top_contributor_share0.386
How it's scored
0/46.8Issue resolution — 0% of issues closed
25.3/38.3PR acceptance — 39/59 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs39
open_issues1
closed_issues0
issue_closed_ratio0
closed_unmerged_prs20
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
17.3/25Owner reach — 251 followers of castai
25/25Track record — 109 public repos, account ~7 yr old
Inputs used
followers251
owner_typeOrganization
is_verified
owner_logincastai
public_repos109
account_age_days2,821
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 4 days ago
20/20Version history — 22 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/castai/image-analyzer
ecosystemsgo
any_deprecatedno
min_days_since_publish4

Engineering Quality

Are baseline engineering and documentation practices in place?

50Moderate · 20% of overall
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
2/20OpenSSF Scorecard: CI-Tests — 4 out of 22 merged PRs checked by a CI test -- score normalized to 1
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

50Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

48At risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0.2/2.5CI-Tests — 4 out of 22 merged PRs checked by a CI test -- score normalized to 1
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 4 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
0/7.5Maintained — 1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — no data
5/5Pinned-Dependencies — all dependencies are pinned
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 53 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4.6
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.
How it's scored
8.7/35Direct dependencies free of known advisories — 2 affected: github.com/aquasecurity/trivy v0.61.1 (high 7.5), github.com/docker/docker v27.5.1+incompatible (high 8.8)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
32.8/40No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 357 days ago
Inputs used
sourceosv
advisories85
affected_packages22
assessed_packages320
unassessed_packages0
affected_by_severitycritical 1, high 11, moderate 5, low 1, unknown 4
direct_affected_packages2
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 320 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.

61Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
25/40Legible commit history — 23 of 49 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.469
agent_instruction_files
agent_instruction_max_bytes
How it's scored
12.6/18One-command bootstrap — go.mod (toolchain convention, no task runner)
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 67
8/8Automated maintenance — 18 of the last 67 commits are automated dependency updates
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifestsgo.mod
dependency_bot_commit_share0.269
How it's scored
45/45Type-checkable code — Go (statically typed)
55/55Manageable file sizes — 0/18 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes14,561
source_files_sampled18
oversized_source_files0

Key facts

7GitHub stars
9contributors
6commits, last 12 months
1days since last push
20releases
2bus factor
1open issues
Gopackage ecosystems

Data collection warnings

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

More detail

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 · 2026-07-22 13:39 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
1CI-Tests4 out of 22 merged PRs checked by a CI test -- score normalized to 1
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
n/aPackagingpackaging workflow not detected
10Pinned-Dependenciesall dependencies are pinned
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities53 existing vulnerabilities detected
Direct dependencies 13
RegistryPackageVersion constraintManifest
Gogithub.com/aquasecurity/trivyv0.61.1go.mod
Gogithub.com/containerd/containerd/v2v2.2.5go.mod
Gogithub.com/containerd/platformsv1.0.0-rc.2go.mod
Gogithub.com/distribution/referencev0.6.0go.mod
Gogithub.com/docker/dockerv27.5.1+incompatiblego.mod
Gogithub.com/docker/go-connectionsv0.5.0go.mod
Gogithub.com/google/go-containerregistryv0.20.3go.mod
Gogithub.com/opencontainers/go-digestv1.0.0go.mod
Gogithub.com/opencontainers/image-specv1.1.1go.mod
Gogithub.com/samber/lov1.49.1go.mod
Gogithub.com/sirupsen/logrusv1.9.3go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogolang.org/x/syncv0.21.0go.mod
All dependencies 320

Full resolved dependency set from the GitHub dependency graph: 13 direct and 307 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/aquasecurity/trivyv0.61.1direct
Gogithub.com/containerd/containerd/v2v2.2.5direct
Gogithub.com/containerd/platformsv1.0.0-rc.2direct
Gogithub.com/distribution/referencev0.6.0direct
Gogithub.com/docker/dockerv27.5.1+incompatibledirect
Gogithub.com/docker/go-connectionsv0.5.0direct
Gogithub.com/google/go-containerregistryv0.20.3direct
Gogithub.com/opencontainers/go-digestv1.0.0direct
Gogithub.com/opencontainers/image-specv1.1.1direct
Gogithub.com/samber/lov1.49.1direct
Gogithub.com/sirupsen/logrusv1.9.3direct
Gogithub.com/stretchr/testifyv1.11.1direct
Gogolang.org/x/syncv0.21.0direct
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Gocloud.google.com/go/compute/metadatav0.9.0indirect
Gocloud.google.com/go/iamv1.2.2indirect
Gocloud.google.com/go/monitoringv1.21.2indirect
Gocloud.google.com/go/storagev1.49.0indirect
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Gogithub.com/agnivade/levenshteinv1.2.1indirect
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Gogithub.com/go-logr/stdrv1.2.2indirect
Gogithub.com/go-openapi/jsonpointerv0.21.0indirect
Gogithub.com/go-openapi/jsonreferencev0.21.0indirect
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Gogithub.com/jmoiron/sqlxv1.4.0indirect
Gogithub.com/josharian/internv1.0.0indirect
Gogithub.com/json-iterator/gov1.1.12indirect
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Gogithub.com/klauspost/compressv1.18.5indirect
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Gogithub.com/moby/sys/signalv0.7.1indirect
Gogithub.com/moby/sys/userv0.4.0indirect
Gogithub.com/moby/sys/usernsv0.1.0indirect
Gogithub.com/moby/termv0.5.0indirect
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Gogithub.com/spf13/cobrav1.9.1indirect
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Gogithub.com/stretchr/objxv0.5.2indirect
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Gogo.etcd.io/bboltv1.4.3indirect
Gogo.opencensus.iov0.24.0indirect
Gogo.opentelemetry.io/auto/sdkv1.2.1indirect
Gogo.opentelemetry.io/contrib/detectors/gcpv1.38.0indirect
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Gogo.opentelemetry.io/contrib/instrumentation/net/http/otelhttpv0.60.0indirect
Gogo.opentelemetry.io/otelv1.38.0indirect
Gogo.opentelemetry.io/otel/metricv1.38.0indirect
Gogo.opentelemetry.io/otel/sdkv1.38.0indirect
Gogo.opentelemetry.io/otel/sdk/metricv1.38.0indirect
Gogo.opentelemetry.io/otel/tracev1.38.0indirect
Gogo.uber.org/multierrv1.11.0indirect
Gogo.uber.org/zapv1.27.0indirect
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Gogo.yaml.in/yaml/v3v3.0.4indirect
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Gogolang.org/x/oauth2v0.32.0indirect
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Gosigs.k8s.io/randfillv1.0.0indirect
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Dependency advisories 22

This repository publishes no package the index resolves, so its own dependency graph was assessed — 320 packages, which also include development and test pins that never ship: 22 carry known advisories, of which 2 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
google.golang.org/grpcv1.78.0indirectcritical31.82.1
github.com/aquasecurity/trivyv0.61.1directhigh10.71.0
github.com/docker/dockerv27.5.1+incompatibledirecthigh1129.3.1
github.com/containerd/containerdv1.7.27indirecthigh132.3.2
github.com/docker/cliv27.5.0+incompatibleindirecthigh229.2.0+incompatible
github.com/go-git/go-billy/v5v5.6.2indirecthigh26.0.0-alpha.1
github.com/hashicorp/go-getterv1.7.8indirecthigh41.8.6
github.com/moby/buildkitv0.18.2indirecthigh40.28.1
github.com/open-policy-agent/opav1.2.0indirecthigh21.4.0
go.opentelemetry.io/otelv1.38.0indirecthigh11.41.0
go.opentelemetry.io/otel/sdkv1.38.0indirecthigh31.43.0
helm.sh/helm/v3v3.17.2indirecthigh114.1.4
github.com/aws/aws-sdk-go-v2/service/s3v1.78.1indirectmoderate21.97.3
github.com/cloudflare/circlv1.6.0indirectmoderate41.6.3
github.com/go-git/go-git/v5v5.14.0indirectmoderate126.0.0-alpha.4
github.com/in-toto/in-toto-golangv0.9.0indirectmoderate20.11.0
github.com/ulikunitz/xzv0.5.12indirectmoderate20.5.15
oras.land/oras-gov1.2.5indirectlow12.6.1
github.com/aws/aws-sdk-gov1.55.6indirectunknown2
golang.org/x/cryptov0.53.0indirectunknown1
golang.org/x/netv0.55.0indirectunknown10.56.0
golang.org/x/textv0.38.0indirectunknown10.39.0

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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              },
              {
                "key": "owner_reach",
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              {
                "key": "track_record",
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              "ecosystems": "go",
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        ],
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                "key": "fuzzing",
                "name": "Fuzzing",
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                "key": "packaging",
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                "key": "pinned_dependencies",
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              {
                "key": "sast",
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              {
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                "max_points": 7.5
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                "key": "token_permissions",
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              {
                "key": "vulnerabilities",
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            ]
          },
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              {
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              {
                "code": "advisories_reachability",
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            ],
            "value": 55,
            "inputs": {
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              "affected_by_severity": "critical 1, high 11, moderate 5, low 1, unknown 4",
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            "components": [
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                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "2 affected: github.com/aquasecurity/trivy v0.61.1 (high 7.5), github.com/docker/docker v27.5.1+incompatible (high 8.8)",
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                "status": "partial",
                "details": [
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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": {}
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                ],
                "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 357 days ago",
                "points": 32.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 357
                    }
                  }
                ],
                "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": 320,
              "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": 6
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 61,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.469,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "23 of 49 human commits state their intent (structured subject or explanatory body)",
                "points": 25,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 23,
                      "sampled": 49
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 74,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0.269
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "go.mod"
                    }
                  }
                ],
                "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": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 67",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 67
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "18 of the last 67 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 18,
                      "sampled": 67
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 14561,
              "source_files_sampled": 18,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/18 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 18,
                      "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": "2026-07-22T13:39:40.258160Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/castai/image-analyzer.svg",
  "full_name": "castai/image-analyzer",
  "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 v0.26.0 — full methodology · metrics wiki.

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