Public record
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 04:41 UTC

aws / modern-data-architecture-accelerator

TypeScript · PythonApache-2.0★ 72 stars⑂ 27 forkssince Apr 2025View on GitHub ↗

aws/modern-data-architecture-accelerator holds a health index of 73 out of 100, placing it in the Good band. It scores highest on Vitality (94/100) and lowest on Security (57/100). It was last updated 4 days ago. 3 contributors account for most of its recent work.

73
overall / 100
Good

Software health index

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

73
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

16,129 followers552 public repossince Aug 2012

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
npm@aws-mdaa/schemas1.7.022164 days ago

Metrics by category

Vitality

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

94Excellent · 22% of overall
How it's scored
36/36Push recency — last push 4 days ago
32.5/36Commit cadence — 47/52 weeks with commits
18/18Commit volume — 335 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year335
human_commit_share1
days_since_last_push4
active_weeks_last_year47
How it's scored
27/27Ships releases — 8 releases published
36/36Release recency — latest release 4 days ago
19.8/27Release cadence — a release every ~64.1 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count8
latest_release_tagv1.7.0
releases_from_tagsno
days_since_latest_release4
mean_days_between_releases64.1
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

60Moderate · 18% of overall
How it's scored
30/60Stars — 72 stars
11.8/25Forks — 27 forks
4.3/15Watchers — 7 watchers
Inputs used
forks27
stars72
watchers7
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonbelow_threshold

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateyes
How it's scored
31.3/80Monthly downloads — 221 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packages@aws-mdaa/schemas
dependents
ecosystemsnpm
total_downloads
monthly_downloads221
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

69Moderate · 24% of overall
How it's scored
36/54Bus factor — 3 contributor(s) cover half of all commits
16.5/22.5Commit distribution — top contributor authored 27% of commits
13.5/13.5Contributor breadth — 13 contributors
10/10OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations
Inputs used
bus_factor3
contributors_sampled13
top_contributor_share0.268
How it's scored
22.6/46.8Issue resolution — 48% of issues closed
0/38.3PR acceptance — 0/13 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs0
open_issues16
closed_issues15
issue_closed_ratio0.484
closed_unmerged_prs13
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 16,129 followers of aws
25/25Track record — 552 public repos, account ~13 yr old
Inputs used
followers16,129
owner_typeOrganization
is_verified
owner_loginaws
public_repos552
account_age_days5,075
How it's scored
25/25Published & resolvable — 1 package(s) on npm
35/35Publish recency — latest publish 4 days ago
20/20Version history — 6 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packages@aws-mdaa/schemas
ecosystemsnpm
any_deprecatedno
min_days_since_publish4

Engineering Quality

Are baseline engineering and documentation practices in place?

81Good · 20% of overall
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.mjs
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

65Moderate
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
0/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
has_readmeyes
has_docs_diryes
has_descriptionno

Security

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

57Moderate · 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
0/2.5CI-Tests — no data
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 5 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities — 42 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate5.3
Excluded from scoring (no data or not applicable): ci_tests, packaging, signed_releases. Remaining weights renormalized.
How it's scored
14.6/35Direct dependencies free of known advisories — 1 affected: aws-cdk-lib 2.258.0 (high 7.3)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories52
affected_packages22
assessed_packages1,492
unassessed_packages18
affected_by_severityhigh 15, moderate 6, low 1
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 1492 resolved dependencies against OSV. 18 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

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

74Good · 0% of overall
How it's scored
45/45Agent instructions — .cursor/rules/developer-code-documentation.mdc, .cursor/rules/developer-code-review-python.mdc, .cursor/rules/developer-code-review-typescript.mdc, .cursor/rules/developer-code-review.mdc, .cursor/rules/developer-coding-standards.mdc, .cursor/rules/developer-iterative-development.mdc, .cursor/rules/developer-module-creation.mdc, .cursor/rules/developer-operational-guidance.mdc, .cursor/rules/developer-pre-push-review.mdc, .cursor/rules/developer-review-agent-authoring.mdc, .cursor/rules/developer-scripts-authoring.mdc, .cursor/rules/developer-working-requirements.mdc, .cursor/rules/review-architecture.mdc, .cursor/rules/review-compliance.mdc, .cursor/rules/review-diff-risk.mdc, .cursor/rules/review-documentation.mdc, .cursor/rules/review-module-quality.mdc, .cursor/rules/review-mr-summary.mdc, .cursor/rules/review-starter-kit-standards.mdc, .cursor/rules/review-testing-standards.mdc, .cursor/rules/user-config-authoring.mdc, .github/copilot-instructions.md, .github/instructions/developer-code-documentation.instructions.md, .github/instructions/developer-code-review-python.instructions.md, .github/instructions/developer-code-review-typescript.instructions.md, .github/instructions/developer-coding-standards.instructions.md, .github/instructions/developer-iterative-development.instructions.md, .github/instructions/developer-module-creation.instructions.md, .github/instructions/developer-pre-push-review.instructions.md, .github/instructions/developer-review-agent-authoring.instructions.md, .github/instructions/developer-scripts-authoring.instructions.md, .github/instructions/review-architecture.instructions.md, .github/instructions/review-compliance.instructions.md, .github/instructions/review-diff-risk.instructions.md, .github/instructions/review-documentation.instructions.md, .github/instructions/review-module-quality.instructions.md, .github/instructions/review-mr-summary.instructions.md, .github/instructions/review-starter-kit-standards.instructions.md, .github/instructions/review-testing-standards.instructions.md, .github/instructions/user-config-authoring.instructions.md, CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 79 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.79
agent_instruction_files.cursor/rules/developer-code-documentation.mdc, .cursor/rules/developer-code-review-python.mdc, .cursor/rules/developer-code-review-typescript.mdc, .cursor/rules/developer-code-review.mdc, .cursor/rules/developer-coding-standards.mdc, .cursor/rules/developer-iterative-development.mdc, .cursor/rules/developer-module-creation.mdc, .cursor/rules/developer-operational-guidance.mdc, .cursor/rules/developer-pre-push-review.mdc, .cursor/rules/developer-review-agent-authoring.mdc, .cursor/rules/developer-scripts-authoring.mdc, .cursor/rules/developer-working-requirements.mdc, .cursor/rules/review-architecture.mdc, .cursor/rules/review-compliance.mdc, .cursor/rules/review-diff-risk.mdc, .cursor/rules/review-documentation.mdc, .cursor/rules/review-module-quality.mdc, .cursor/rules/review-mr-summary.mdc, .cursor/rules/review-starter-kit-standards.mdc, .cursor/rules/review-testing-standards.mdc, .cursor/rules/user-config-authoring.mdc, .github/copilot-instructions.md, .github/instructions/developer-code-documentation.instructions.md, .github/instructions/developer-code-review-python.instructions.md, .github/instructions/developer-code-review-typescript.instructions.md, .github/instructions/developer-coding-standards.instructions.md, .github/instructions/developer-iterative-development.instructions.md, .github/instructions/developer-module-creation.instructions.md, .github/instructions/developer-pre-push-review.instructions.md, .github/instructions/developer-review-agent-authoring.instructions.md, .github/instructions/developer-scripts-authoring.instructions.md, .github/instructions/review-architecture.instructions.md, .github/instructions/review-compliance.instructions.md, .github/instructions/review-diff-risk.instructions.md, .github/instructions/review-documentation.instructions.md, .github/instructions/review-module-quality.instructions.md, .github/instructions/review-mr-summary.instructions.md, .github/instructions/review-starter-kit-standards.instructions.md, .github/instructions/review-testing-standards.instructions.md, .github/instructions/user-config-authoring.instructions.md, CLAUDE.md
agent_instruction_max_bytes640
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — eslint.config.mjs
11/11Static type checking — installer/tsconfig.json, packages/apps/ai/bedrock-agentcore-runtime-app/tsconfig.json, packages/apps/ai/bedrock-builder-app/tsconfig.json, packages/apps/ai/bedrock-settings-app/tsconfig.json, packages/apps/ai/data-science-team-app/tsconfig.json, packages/apps/ai/gaia-app/tsconfig.json, packages/apps/ai/gaia-v2-app/tsconfig.json, packages/apps/ai/sagemaker-endpoint-app/tsconfig.json, packages/apps/ai/sagemaker-ground-truth-app/tsconfig.json, packages/apps/ai/sagemaker-mlops-app/tsconfig.json, packages/apps/ai/sagemaker-model-monitoring-app/tsconfig.json, packages/apps/ai/sagemaker-pipeline-app/tsconfig.json, packages/apps/ai/sm-notebook-app/tsconfig.json, packages/apps/ai/sm-studio-domain-app/tsconfig.json, packages/apps/analytics/datawarehouse-app/tsconfig.json, packages/apps/analytics/opensearch-app/tsconfig.json, packages/apps/analytics/quicksight-account-app/tsconfig.json, packages/apps/analytics/quicksight-namespace-app/tsconfig.json, packages/apps/analytics/quicksight-project-app/tsconfig.json, packages/apps/core/app/test/custom_aspect/tsconfig.json, packages/apps/core/app/tsconfig.json, packages/apps/core/bootstrap/tsconfig.json, packages/apps/core/devops/tsconfig.json, packages/apps/datalake/athena-workgroup-app/tsconfig.json, packages/apps/datalake/datalake-app/tsconfig.json, packages/apps/dataops/dataops-aurora-app/tsconfig.json, packages/apps/dataops/dataops-crawler-app/tsconfig.json, packages/apps/dataops/dataops-dashboard-app/tsconfig.json, packages/apps/dataops/dataops-data-quality-app/tsconfig.json, packages/apps/dataops/dataops-databrew-app/tsconfig.json, packages/apps/dataops/dataops-dms-app/tsconfig.json, packages/apps/dataops/dataops-dynamodb-app/tsconfig.json, packages/apps/dataops/dataops-job-app/tsconfig.json, packages/apps/dataops/dataops-lambda-app/tsconfig.json, packages/apps/dataops/dataops-nifi-app/tsconfig.json, packages/apps/dataops/dataops-project-app/tsconfig.json, packages/apps/dataops/dataops-shared-app/tsconfig.json, packages/apps/dataops/dataops-stepfunction-app/tsconfig.json, packages/apps/dataops/dataops-workflow-app/tsconfig.json, packages/apps/governance/audit-app/tsconfig.json, packages/apps/governance/audit-trail-app/tsconfig.json, packages/apps/governance/datazone-app/tsconfig.json, packages/apps/governance/glue-catalog-app/tsconfig.json, packages/apps/governance/lakeformation-access-control-app/tsconfig.json, packages/apps/governance/lakeformation-settings-app/tsconfig.json, packages/apps/governance/macie-session-app/tsconfig.json, packages/apps/governance/roles-app/tsconfig.json, packages/apps/governance/sagemaker-app/tsconfig.json, packages/apps/governance/sagemaker-project-app/tsconfig.json, packages/apps/governance/service-catalog-app/tsconfig.json, packages/apps/utility/datasync-app/tsconfig.json, packages/apps/utility/ec2-app/tsconfig.json, packages/apps/utility/eventbridge-app/tsconfig.json, packages/apps/utility/m2m-api-app/tsconfig.json, packages/apps/utility/sftp-server-app/tsconfig.json, packages/apps/utility/sftp-users-app/tsconfig.json, packages/cli/tsconfig.json, packages/constructs/L2/athena-constructs/tsconfig.json, packages/constructs/L2/cloudwatch-constructs/tsconfig.json, packages/constructs/L2/construct/tsconfig.json, packages/constructs/L2/custom-constructs/tsconfig.json, packages/constructs/L2/databrew-constructs/tsconfig.json, packages/constructs/L2/datasync-constructs/tsconfig.json, packages/constructs/L2/datazone-constructs/tsconfig.json, packages/constructs/L2/ddb-constructs/tsconfig.json, packages/constructs/L2/dms-constructs/tsconfig.json, packages/constructs/L2/ec2-constructs/tsconfig.json, packages/constructs/L2/ecs-constructs/tsconfig.json, packages/constructs/L2/eks-constructs/tsconfig.json, packages/constructs/L2/eventbridge-constructs/tsconfig.json, packages/constructs/L2/glue-constructs/tsconfig.json, packages/constructs/L2/iam-constructs/tsconfig.json, packages/constructs/L2/kms-constructs/tsconfig.json, packages/constructs/L2/lambda-constructs/tsconfig.json, packages/constructs/L2/opensearch-constructs/tsconfig.json, packages/constructs/L2/quicksight-constructs/tsconfig.json, packages/constructs/L2/rds-constructs/tsconfig.json, packages/constructs/L2/redshift-constructs/tsconfig.json, packages/constructs/L2/s3-constructs/tsconfig.json, packages/constructs/L2/sagemaker-constructs/tsconfig.json, packages/constructs/L2/sns-constructs/tsconfig.json, packages/constructs/L2/sqs-constructs/tsconfig.json, packages/constructs/L2/transfer-family-constructs/tsconfig.json, packages/constructs/L3/ai/agentcore-shared/tsconfig.json, packages/constructs/L3/ai/bedrock-agent-l3-construct/tsconfig.json, packages/constructs/L3/ai/bedrock-agentcore-runtime-l3-construct/tsconfig.json, packages/constructs/L3/ai/bedrock-builder-l3-construct/tsconfig.json, packages/constructs/L3/ai/bedrock-guardrail-l3-construct/tsconfig.json, packages/constructs/L3/ai/bedrock-knowledge-base-l3-construct/tsconfig.json, packages/constructs/L3/ai/bedrock-settings-l3-construct/tsconfig.json, packages/constructs/L3/ai/datascience-team-l3-construct/tsconfig.json, packages/constructs/L3/ai/gaia-l3-construct/tsconfig.json, packages/constructs/L3/ai/gaia-v2-l3-construct/tsconfig.json, packages/constructs/L3/ai/sagemaker-ground-truth-l3-construct/tsconfig.json, packages/constructs/L3/ai/sagemaker-model-deploy-l3-construct/tsconfig.json, packages/constructs/L3/ai/sagemaker-model-monitoring-l3-construct/tsconfig.json, packages/constructs/L3/ai/sagemaker-model-training-l3-construct/tsconfig.json, packages/constructs/L3/ai/sm-notebook-l3-construct/tsconfig.json, packages/constructs/L3/ai/sm-shared/tsconfig.json, packages/constructs/L3/ai/sm-studio-domain-l3-construct/tsconfig.json, packages/constructs/L3/analytics/datawarehouse-l3-construct/tsconfig.json, packages/constructs/L3/analytics/opensearch-l3-construct/tsconfig.json, packages/constructs/L3/analytics/quicksight-account-l3-construct/tsconfig.json, packages/constructs/L3/analytics/quicksight-namespace-l3-construct/tsconfig.json, packages/constructs/L3/analytics/quicksight-project-l3-construct/tsconfig.json, packages/constructs/L3/core/l3-construct/tsconfig.json, packages/constructs/L3/datalake/athena-workgroup-l3-construct/tsconfig.json, packages/constructs/L3/datalake/datalake-l3-construct/tsconfig.json, packages/constructs/L3/dataops/dataops-aurora-l3-construct/tsconfig.json, packages/constructs/L3/dataops/dataops-crawler-l3-construct/tsconfig.json, packages/constructs/L3/dataops/dataops-data-quality-l3-construct/tsconfig.json, packages/constructs/L3/dataops/dataops-databrew-l3-construct/tsconfig.json, packages/constructs/L3/dataops/dataops-dms-l3-construct/tsconfig.json, packages/constructs/L3/dataops/dataops-dynamodb-l3-construct/tsconfig.json, packages/constructs/L3/dataops/dataops-job-l3-construct/tsconfig.json, packages/constructs/L3/dataops/dataops-lambda-l3-construct/tsconfig.json, packages/constructs/L3/dataops/dataops-nifi-l3-construct/tsconfig.json, packages/constructs/L3/dataops/dataops-project-l3-construct/tsconfig.json, packages/constructs/L3/dataops/dataops-stepfunction-l3-construct/tsconfig.json, packages/constructs/L3/dataops/dataops-workflow-l3-construct/tsconfig.json, packages/constructs/L3/governance/audit-l3-construct/tsconfig.json, packages/constructs/L3/governance/audit-trail-l3-construct/tsconfig.json, packages/constructs/L3/governance/datazone-l3-construct/tsconfig.json, packages/constructs/L3/governance/glue-catalog-l3-construct/tsconfig.json, packages/constructs/L3/governance/lakeformation-access-control-l3-construct/tsconfig.json, packages/constructs/L3/governance/lakeformation-settings-l3-construct/tsconfig.json, packages/constructs/L3/governance/lakeformation-tagbased-permissions-l3-construct/tsconfig.json, packages/constructs/L3/governance/lakeformation-tags-l3-construct/tsconfig.json, packages/constructs/L3/governance/macie-session-l3-construct/tsconfig.json, packages/constructs/L3/governance/roles-l3-construct/tsconfig.json, packages/constructs/L3/governance/sagemaker-project-l3-construct/tsconfig.json, packages/constructs/L3/utility/datasync-l3-construct/tsconfig.json, packages/constructs/L3/utility/ec2-l3-construct/tsconfig.json, packages/constructs/L3/utility/eventbridge-l3-construct/tsconfig.json, packages/constructs/L3/utility/m2m-api-l3-construct/tsconfig.json, packages/constructs/L3/utility/service-catalog-l3-construct/tsconfig.json, packages/constructs/L3/utility/sftp-server-l3-construct/tsconfig.json, packages/constructs/L3/utility/sftp-users-l3-construct/tsconfig.json, packages/utilities/agent-rules/tsconfig.json, packages/utilities/ai-helper/tsconfig.json, packages/utilities/eventbridge-helper/tsconfig.json, packages/utilities/iam-role-helper/tsconfig.json, packages/utilities/mdaa-config/tsconfig.json, packages/utilities/mdaa-naming/tsconfig.json, packages/utilities/mdaa-testing/tsconfig.json, packages/utilities/s3-audit-helper/tsconfig.json, packages/utilities/s3-bucketpolicy-helper/tsconfig.json, packages/utilities/s3-inventory-helper/tsconfig.json, sample_customizations/custom-aspects/tsconfig.json, sample_customizations/custom-naming/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
1/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configyes
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packages/utilities/eventbridge-helper/tsconfig.json, packages/utilities/iam-role-helper/tsconfig.json, packages/utilities/mdaa-config/tsconfig.json, packages/utilities/mdaa-naming/tsconfig.json, packages/utilities/mdaa-testing/tsconfig.json, packages/utilities/s3-audit-helper/tsconfig.json, packages/utilities/s3-bucketpolicy-helper/tsconfig.json, packages/utilities/s3-inventory-helper/tsconfig.json, sample_customizations/custom-aspects/tsconfig.json, sample_customizations/custom-naming/tsconfig.json
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
54.8/55Manageable file sizes — 6/1,387 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes1,033,521
source_files_sampled1,387
oversized_source_files6
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — packages/constructs/L3/ai/gaia-l3-construct/lib/chatbot-api/functions/api-handler/openapi.yaml
0/20MCP server
40/40Runnable examples — notebooks
Inputs used
example_dirsnotebooks
has_mcp_signalno
api_schema_filespackages/constructs/L3/ai/gaia-l3-construct/lib/chatbot-api/functions/api-handler/openapi.yaml

Key facts

72GitHub stars
13contributors
335commits, last 12 months
4days since last push
8releases
3bus factor
16open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Could not fetch npm package '@aws-mdaa/installer' from its registry
  • deps.dev does not index npm:@aws-mdaa/schemas@1.7.0; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 72 ★ / 27 ⇿
72Stars
27Forks
8Releases

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.

0132538506375722752025-042025-112026-07
Major 1Minor 7Patch 0

Each point covers 2 days.

OpenSSF Scorecard 5.3 / 10
5.3aggregate

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 04:40 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
n/aCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 5 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities42 existing vulnerabilities detected
Direct dependencies 6
RegistryPackageVersion constraintManifest
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npmconstructs10.6.0installer/package.json
npmaws-cdk^2.1126.0package.json
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npmtypescript5.9.3package.json
All dependencies 1,510

Full resolved dependency set from the GitHub dependency graph: 8 direct and 1,502 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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Dependency advisories 22

This repository publishes no package the index resolves, so its own dependency graph was assessed — 1,492 packages, which also include development and test pins that never ship: 22 carry known advisories, of which 1 are direct. 18 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
aws-cdk-lib2.258.0directhigh12.260.0
axios1.16.0indirecthigh101.18.0
brace-expansion1.1.14indirecthigh15.0.7
brace-expansion1.1.15indirecthigh15.0.7
brace-expansion2.1.0indirecthigh15.0.7
brace-expansion5.0.6indirecthigh15.0.7
cryptography46.0.7indirecthigh148.0.1
fast-uri3.1.2indirecthigh24.1.1
js-yaml4.1.1indirecthigh24.3.0
js-yaml4.2.0indirecthigh14.3.0
langchain-core0.3.85indirecthigh41.2.22
linkify-it5.0.1indirecthigh15.0.2
pyjwt2.12.0indirecthigh102.13.0
sigstore4.1.0indirecthigh14.1.1
tar7.5.11indirecthigh57.5.19
@sigstore/verify3.1.0indirectmoderate13.1.1
diff4.0.2indirectmoderate18.0.3
langchain0.3.30indirectmoderate21.4.6
langchain-text-splitters0.3.9indirectmoderate21.1.2
pytest7.4.0indirectmoderate29.0.3
yaml1.10.2indirectmoderate12.8.3
@babel/core7.28.4indirectlow18.0.0-rc.6

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.

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                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 5 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 60,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "at_risk",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 46,
            "inputs": {
              "forks": 27,
              "stars": 72,
              "watchers": 7,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "below_threshold"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "72 stars",
                "points": 30,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 72
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "27 forks",
                "points": 11.8,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 27
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "7 watchers",
                "points": 4.3,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "at_risk",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 39,
            "inputs": {
              "packages": [
                "@aws-mdaa/schemas"
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              "dependents": null,
              "ecosystems": "npm",
              "total_downloads": null,
              "monthly_downloads": 221
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "221 downloads/month across npm",
                "points": 31.3,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 221,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 69,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "good",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "bus_factor": 3,
              "contributors_sampled": 13,
              "top_contributor_share": 0.268
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "3 contributor(s) cover half of all commits",
                "points": 36,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 27% of commits",
                "points": 16.5,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 27
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "13 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "critical",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 23,
            "inputs": {
              "merged_prs": 0,
              "open_issues": 16,
              "closed_issues": 15,
              "issue_closed_ratio": 0.484,
              "closed_unmerged_prs": 13
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "48% of issues closed",
                "points": 22.6,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 48
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "0/13 decided PRs merged",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 0,
                      "decided": 13
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "followers": 16129,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "aws",
              "public_repos": 552,
              "account_age_days": 5075
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "16,129 followers of aws",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 16129,
                      "login": "aws"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "552 public repos, account ~13 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 552
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 13
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "@aws-mdaa/schemas"
              ],
              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 4
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 4 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 4
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "6 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 6
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 81,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 92,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": "eslint.config.mjs",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.mjs"
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                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 57,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "packaging",
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 53,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 5.3
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            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "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": "30 commit(s) and 4 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": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "42 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "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 1492 resolved dependencies against OSV; 18 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 1492
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 18
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
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  "generated_at": "2026-07-22T04:41:06.109573Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/aws/modern-data-architecture-accelerator.svg",
  "full_name": "aws/modern-data-architecture-accelerator",
  "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 statisticsnpm.