Public record
Software health reportschema 0.17.0 · metrics 2.10.0 · 2026-07-21 05:28 UTC

aws-amplify / amplify-swift

A declarative library for application development using cloud services.

SwiftApache-2.0★ 515 stars⑂ 235 forkssince Mar 2019View on GitHub ↗
#ios#swift#aws#aws-amplify

aws-amplify/amplify-swift holds a health index of 94 out of 100, placing it in the Exceptional band. It scores highest on Vitality (96/100) and lowest on Engineering Quality (60/100). It was last updated 3 days ago. 5 contributors account for most of its recent work.

94
overall / 100
Exceptional

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

94
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe 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.

The weighted overall 80 is calibrated to 94 on the published index scale (record calibration 2026-08-02).

Ownership

AWS AmplifyOrganization
1,018 followers38 public repossince Jul 2018

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

Metrics by category

Vitality

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

96Exceptional · 21% of overall

Development activity

94Exceptional
How it's scored
36/36Push recency — last push 3 days ago
30.5/36Commit cadence — 44/52 weeks with commits
18/18Commit volume — 170 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year170
human_commit_share—
days_since_last_push3
active_weeks_last_year44

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 20 days ago
27/27Release cadence — a release every ~13.1 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tag2.58.4
releases_from_tagsno
days_since_latest_release20
mean_days_between_releases13.1
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?

82Excellent · 17% of overall

Popularity & adoption

73Good
How it's scored
44/60Stars — 515 stars
19.7/25Forks — 235 forks
9/15Watchers — 43 watchers
Inputs used
forks235
stars515
watchers43
growth_stateorganic
growth_factor_pct100

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
readme_badges—
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_services—
has_pull_request_templateyes

Sustainability & Governance

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

89Excellent · 23% of overall

Maintainer resilience (bus factor)

88Excellent
How it's scored
45.9/54Bus factor — 5 contributor(s) cover half of all commits
18.7/22.5Commit distribution — top contributor authored 17% of commits
13.5/13.5Contributor breadth — 58 contributors
10/10OpenSSF Scorecard: Contributors — project has 15 contributing companies or organizations
Inputs used
bus_factor5
contributors_sampled58
top_contributor_share0.168

Issue & PR responsiveness

84Excellent
How it's scored
39.7/42Issue resolution — 95% of issues closed
25.7/30PR acceptance — 2,319/2,707 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
7.5/15OpenSSF Scorecard: Code-Review — Found 12/22 approved changesets -- score normalized to 5
Inputs used
merged_prs2,319
open_issues77
closed_issues1,360
prs_merged_7d—
prs_decided_7d—
prs_merged_30d—
prs_decided_30d—
issue_closed_ratio0.946
closed_unmerged_prs388
first_time_authors_30d—
first_time_prs_merged_30d—
first_time_prs_decided_30d—
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

94Exceptional
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain — verified-domain status not read for this organization
21.6/25Owner reach — 1,018 followers of aws-amplify
23.6/25Track record — 38 public repos, account ~8 yr old
Inputs used
followers1,018
owner_typeOrganization
is_verified—
owner_loginaws-amplify
public_repos38
account_age_days2,932
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

60Moderate · 19% of overall

Engineering practices

66Good
How it's scored
24/24CI workflows — 68 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 18 out of 20 merged PRs checked by a CI test -- score normalized to 9
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
10/10Topics — 4 topics
0/10Wiki
Inputs used
topicsios, swift, aws, aws-amplify
has_wikino
homepage—
docs_site—
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

70Good · 16% of overall

Security posture

63Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
4.5/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.2/2.5CI-Tests — 18 out of 20 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5Code-Review — Found 12/22 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 15 contributing companies or organizations
0/10Dangerous-Workflow — 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
7.5/7.5Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
3/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
4.5/5SAST — SAST tool detected but not run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6.3
Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories1
affected_packages1
assessed_packages232
unassessed_packages1
affected_by_severitylow 1
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 232 resolved dependencies against OSV. 1 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

76Good · 4% of overall

Agent context & guidance

75Good
How it's scored
45/45Agent instructions — AGENTS.md, Amplify/AGENTS.md, AmplifyClients/AGENTS.md, AmplifyPlugins/AGENTS.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share—
agent_instruction_filesAGENTS.md, Amplify/AGENTS.md, AmplifyClients/AGENTS.md, AmplifyPlugins/AGENTS.md
agent_instruction_max_bytes6,208
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

60Moderate
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Swift (statically typed)
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
6/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
Inputs used
has_nixno
has_testsyes
lockfilesGemfile.lock, package-lock.json
has_dockerfileno
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configs—
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — Swift (statically typed)
54.8/55Manageable file sizes — 14/3,794 source files over 60KB
Inputs used
primary_languageSwift
largest_source_bytes1,869,021
source_files_sampled3,794
oversized_source_files14

Machine-readable interfaces

100Exceptional
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — AmplifyPlugins/API/Tests/APIHostApp/AWSAPIPluginLazyLoadTests/lazyload-schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginAuthCognitoTests/singleauth-cognito-schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginAuthIAMTests/singleauth-iam-schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginCPKTests/PrimaryKey/primarykey_schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginIntegrationTests/Models/Collection/connection-schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginIntegrationTests/Models/M2MPostEditorUser/schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginIntegrationTests/Models/Restaurant/schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginIntegrationTests/Models/TeamProject/schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginIntegrationTests/Models/TransformerV2/schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginIntegrationTests/Models/schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginLazyLoadTests/LazyLoadBase/lazyload-schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginMultiAuthTests/multiauth-schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginV2Tests/TransformerV2/schema.graphql, AmplifyTestCommon/Models/Collection/connection-schema.graphql, AmplifyTestCommon/Models/CustomPrimaryKey/primarykey_schema.graphql, AmplifyTestCommon/Models/M2MPostEditorUser/schema.graphql, AmplifyTestCommon/Models/Restaurant/schema.graphql, AmplifyTestCommon/Models/TeamProject/schema.graphql, AmplifyTestCommon/Models/TransformerV2/schema.graphql, AmplifyTestCommon/Models/schema.graphql
0/20MCP server — not applicable to this kind of software
40/40Runnable examples — example
Inputs used
example_dirsexample
has_mcp_signalno
api_schema_filesAmplifyPlugins/API/Tests/APIHostApp/AWSAPIPluginLazyLoadTests/lazyload-schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginAuthCognitoTests/singleauth-cognito-schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginAuthIAMTests/singleauth-iam-schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginCPKTests/PrimaryKey/primarykey_schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginIntegrationTests/Models/Collection/connection-schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginIntegrationTests/Models/M2MPostEditorUser/schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginIntegrationTests/Models/Restaurant/schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginIntegrationTests/Models/TeamProject/schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginIntegrationTests/Models/TransformerV2/schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginIntegrationTests/Models/schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginLazyLoadTests/LazyLoadBase/lazyload-schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginMultiAuthTests/multiauth-schema.graphql, AmplifyPlugins/DataStore/Tests/DataStoreHostApp/AWSDataStorePluginV2Tests/TransformerV2/schema.graphql, AmplifyTestCommon/Models/Collection/connection-schema.graphql, AmplifyTestCommon/Models/CustomPrimaryKey/primarykey_schema.graphql, AmplifyTestCommon/Models/M2MPostEditorUser/schema.graphql, AmplifyTestCommon/Models/Restaurant/schema.graphql, AmplifyTestCommon/Models/TeamProject/schema.graphql, AmplifyTestCommon/Models/TransformerV2/schema.graphql, AmplifyTestCommon/Models/schema.graphql
interfaces_expected_of—
Excluded from scoring (no data or not applicable): MCP server. Remaining weights renormalized.

Key facts

515GitHub stars
58contributors
170commits, last 12 months
3days since last push
100releases
5bus factor
77open issues
RubyGemspackage ecosystems

More detail

Star and fork history 515 ★ / 0 ⇿
515Stars

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.

0100200300400500600515112019-042022-112026-07

Each point covers 7 days.

OpenSSF Scorecard 6.3 / 10
6.3aggregate

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 · 2026-07-21 05:28 UTC

10Binary-Artifactsno binaries found in the repo
6Branch-Protectionbranch protection is not maximal on development and all release branches
9CI-Tests18 out of 20 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 12/22 approved changesets -- score normalized to 5
10Contributorsproject has 15 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
6Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
9SASTSAST tool detected but not run on all commits
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 3
RegistryPackageVersion constraintManifest
RubyGemsxcpretty0.4.1Gemfile
RubyGemsfastlane~> 2.237Gemfile
RubyGemsjazzy0.15.1Gemfile
All dependencies 233

Full resolved dependency set from the GitHub dependency graph: 3 direct and 230 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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RubyGemsplist3.7.2indirect
RubyGemspstore0.2.1indirect
RubyGemspublic_suffix4.0.7indirect
RubyGemspublic_suffix7.0.5indirect
RubyGemsrake13.0.6indirect
RubyGemsrake13.4.2indirect
RubyGemsredcarpet3.6.0indirect
RubyGemsrepresentable3.2.0indirect
RubyGemsretriable3.1.2indirect
RubyGemsretriable3.8.0indirect
RubyGemsrexml3.4.4indirect
RubyGemsrouge3.28.0indirect
RubyGemsruby-macho2.5.1indirect
RubyGemsruby2_keywords0.0.5indirect
RubyGemsrubyzip2.4.1indirect
RubyGemssassc2.4.0indirect
RubyGemssecurerandom0.4.1indirect
RubyGemssecurity0.1.5indirect
RubyGemssignet0.21.0indirect
RubyGemssignet0.22.0indirect
RubyGemssimctl1.6.10indirect
RubyGemssqlite31.7.3indirect
RubyGemsterminal-notifier2.0.0indirect
RubyGemsterminal-table3.0.2indirect
RubyGemstrailblazer-option0.1.2indirect
RubyGemstty-cursor0.7.1indirect
RubyGemstty-screen0.8.2indirect
RubyGemstty-spinner0.9.3indirect
RubyGemstyphoeus1.4.1indirect
RubyGemstzinfo2.0.6indirect
RubyGemsuber0.1.0indirect
RubyGemsunicode-display_width2.6.0indirect
RubyGemsword_wrap1.0.0indirect
RubyGemsxcinvoke0.3.0indirect
RubyGemsxcodeproj1.19.0indirect
RubyGemsxcodeproj1.27.0indirect
RubyGemsxcpretty-travis-formatter1.0.1indirect
Dependency advisories 1

This repository publishes no package the index resolves, so its own dependency graph was assessed — 232 packages, which also include development and test pins that never ship: 1 carry known advisories, of which 0 are direct. 1 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
body-parser1.20.5indirectlow12.3.0

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

Raw JSON report machine-readable

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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 v2.10.0, schema v0.17.0 — full methodology · metrics wiki.

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