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Software-GesundheitsberichtSchema 0.11.0 · Metriken 1.13.0 · 2026-07-17 04:28 UTC

SKaiNET-developers / skainet

SKaiNET makes local AI practical for developers: simple to build with, multiplatform by design, and optimized for native performance without compromises.

KotlinMIT★ 34 Sterne⑂ 11 Forksseit Jan. 2025Auf GitHub ansehen ↗
#ai#kotlin#ml#kotlin-multiplatform#deep-learning#deep-neural-networks#edge-computing#edge-deep-learning#edge-machine-learning

SKaiNET-developers/skainet erreicht einen Gesundheitsindex von 71 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (94/100) ab, am schwächsten bei AI Readiness (45/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

71
gesamt / 100
Gut

Software-Gesundheitsindex

Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.

71
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.

Eigentümerschaft

SKaiNET DevelopersOrganisation
9 Follower15 öffentliche Reposseit Dez. 2024

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

94Exzellent · 22 % des Gesamtindex

Entwicklungsaktivität

98Exzellent
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
33.9/36Commit-Rhythmus — 49/52 Wochen mit Commits
18/18Commit-Volumen — 1.586 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year1.586
human_commit_share—
days_since_last_push0
active_weeks_last_year49

Release-Disziplin

88Exzellent
Wie die Bewertung erfolgt
16.2/27Liefert Releases aus — 73 Versions-Tags (keine GitHub-Releases)
36/36Release-Aktualität — letztes Release vor 5 Tagen
27/27Release-Rhythmus — ein Release etwa alle 2,6 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count73
latest_release_tag0.36.0
releases_from_tagsja
days_since_latest_release5
mean_days_between_releases2,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

58Mittel · 18 % des Gesamtindex

Popularität & Verbreitung

35Gefährdet
Wie die Bewertung erfolgt
24.6/60Stars — 34 Stars
8.3/25Forks — 11 Forks
1.7/15Watcher — 3 Watcher
Verwendete Eingangsdaten
forks11
stars34
watchers3
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community-Gesundheit

85Exzellent
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templatenein

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

53Mittel · 24 % des Gesamtindex

Maintainer-Resilienz (Bus-Faktor)

27Kritisch
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
3.1/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 86 % der Commits
12.2/13.5Breite der Beitragenden — 9 Beitragende
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Verwendete Eingangsdaten
bus_factor1
contributors_sampled9
top_contributor_share0,864

Reaktionsfähigkeit bei Issues & PRs

88Exzellent
Wie die Bewertung erfolgt
43.1/46.8Issue-Lösungsquote — 92 % der Issues geschlossen
34.5/38.3PR-Annahme — 476/528 entschiedene PRs gemergt
10.5/15OpenSSF Scorecard: Code-Review — Found 3/4 approved changesets -- score normalized to 7
Verwendete Eingangsdaten
merged_prs476
open_issues23
closed_issues270
issue_closed_ratio0,922
closed_unmerged_prs52

Eigentümerschaft & Trägerschaft

49Gefährdet
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
7.2/25Reichweite des Inhabers — 9 Follower von SKaiNET-developers
12/25Kontohistorie — 15 öffentliche Repos, Kontoalter ca. 1 Jahre
Verwendete Eingangsdaten
followers9
owner_typeOrganization
is_verified—
owner_loginSKaiNET-developers
public_repos15
account_age_days592

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

81Gut · 20 % des Gesamtindex

Engineering-Praktiken

68Mittel
Wie die Bewertung erfolgt
24/24CI-Workflows — 11 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 8 out of 8 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

100Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://skainet-developers.github.io/SKaiNET/
10/10Repository-Beschreibung
10/10Topics — 9 Topics
10/10Wiki
Verwendete Eingangsdaten
topicsai, kotlin, ml, kotlin-multiplatform, deep-learning, deep-neural-networks, edge-computing, edge-deep-learning, edge-machine-learning
has_wikija
homepagehttps://skainet-developers.github.io/SKaiNET/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

70Gut · 16 % des Gesamtindex

Sicherheitslage

70Gut
Wie die Bewertung erfolgt
6.8/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — keine Daten
2.5/2.5CI-Tests — 8 out of 8 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
5.2/7.5Code-Review — Found 3/4 approved changesets -- score normalized to 7
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
2.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
3/7.5Vulnerabilities — 6 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate7
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

45Gefährdet · 0 % des Gesamtindex

AI-Agentenkontext & Leitlinien

1Kritisch
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
0/40Lesbare Commit-Historie — keine Daten
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share—
agent_instruction_files—
agent_instruction_max_bytes—
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.

AI-Verify-Loop (Build / Test / Typprüfung)

59Mittel
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — Kotlin (statisch typisiert)
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
0/10Belegte Agentenpraxis — keine Daten
5/8Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet
5/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesyarn.lock
has_dockerfileja
typed_languageja
bootstrap_files—
has_devcontainernein
has_linter_confignein
typecheck_configs—
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis. Die verbleibenden Gewichte wurden renormalisiert.

AI-Code-Lesbarkeit für Modelle

100Exzellent
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — Kotlin (statisch typisiert)
54.7/55Handhabbare Dateigrößen — 6/1.149 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageKotlin
largest_source_bytes157.233
source_files_sampled1.149
oversized_source_files6

Maschinenlesbare AI-Schnittstellen

40Gefährdet
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — examples, samples
Verwendete Eingangsdaten
example_dirsexamples, samples
has_mcp_signalnein
api_schema_files—

Eckdaten

34GitHub-Sterne
9Mitwirkende
1.586Commits, letzte 12 Monate
0Tage seit letztem Push
73Releases
1Bus-Faktor
23offene Issues
MavenPaket-Ökosysteme

Weitere Details

OpenSSF Scorecard 7.0 / 10
7.0Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-17 04:28 UTC

9Binary-Artifactsbinaries present in source code
k. A.Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests8 out of 8 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 3/4 approved changesets -- score normalized to 7
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
4Vulnerabilities6 existing vulnerabilities detected
Alle Abhängigkeiten 967

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 0 direkte und 967 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
Mavenandroidx.databinding:databinding-common9.3.0indirekt
Mavenandroidx.databinding:databinding-compiler-common9.3.0indirekt
Mavench.qos.logback:logback-classic1.5.38indirekt
Mavench.qos.logback:logback-core1.5.38indirekt
Mavencom.android.databinding:baseLibrary9.3.0indirekt
Mavencom.android.tools.analytics-library:crash32.3.0indirekt
Mavencom.android.tools.analytics-library:protos32.3.0indirekt
Mavencom.android.tools.analytics-library:shared32.3.0indirekt
Mavencom.android.tools.analytics-library:tracker32.3.0indirekt
Mavencom.android.tools.build.jetifier:jetifier-core1.0.0-beta10indirekt
Mavencom.android.tools.build.jetifier:jetifier-processor1.0.0-beta10indirekt
Mavencom.android.tools.build:aapt2-proto9.3.0-15703166indirekt
Mavencom.android.tools.build:aaptcompiler9.3.0indirekt
Mavencom.android.tools.build:apksig9.3.0indirekt
Mavencom.android.tools.build:apkzlib9.3.0indirekt
Mavencom.android.tools.build:builder9.3.0indirekt
Mavencom.android.tools.build:builder-model9.3.0indirekt
Mavencom.android.tools.build:builder-test-api9.3.0indirekt
Mavencom.android.tools.build:bundletool1.18.3indirekt
Mavencom.android.tools.build:gradle9.3.0indirekt
Mavencom.android.tools.build:gradle-api9.3.0indirekt
Mavencom.android.tools.build:gradle-common-api9.3.0indirekt
Mavencom.android.tools.build:gradle-settings-api9.3.0indirekt
Mavencom.android.tools.build:manifest-merger32.3.0indirekt
Mavencom.android.tools.ddms:ddmlib32.3.0indirekt
Mavencom.android.tools.external.com-intellij:intellij-core32.3.0indirekt
Mavencom.android.tools.external.com-intellij:kotlin-compiler32.3.0indirekt
Mavencom.android.tools.external.org-jetbrains:uast32.3.0indirekt
Mavencom.android.tools.layoutlib:layoutlib-api32.3.0indirekt
Mavencom.android.tools.lint:lint32.3.0indirekt
Mavencom.android.tools.lint:lint-api32.3.0indirekt
Mavencom.android.tools.lint:lint-checks32.3.0indirekt
Mavencom.android.tools.lint:lint-gradle32.3.0indirekt
Mavencom.android.tools.lint:lint-model32.3.0indirekt
Mavencom.android.tools.lint:lint-typedef-remover32.3.0indirekt
Mavencom.android.tools.utp:gradle-work-action-api32.3.0indirekt
Mavencom.android.tools:annotations32.3.0indirekt
Mavencom.android.tools:common32.3.0indirekt
Mavencom.android.tools:dvlib32.3.0indirekt
Mavencom.android.tools:play-sdk-proto32.3.0indirekt
Mavencom.android.tools:repository32.3.0indirekt
Mavencom.android.tools:sdk-common32.3.0indirekt
Mavencom.android.tools:sdklib32.3.0indirekt
Mavencom.android:signflinger9.3.0indirekt
Mavencom.android:zipflinger9.3.0indirekt
Mavencom.doist.x:normalize1.3.3indirekt
Mavencom.doist.x:normalize-jvm1.3.3indirekt
Mavencom.eygraber:uri-kmp0.0.21indirekt
Mavencom.eygraber:uri-kmp-jvm0.0.21indirekt
Mavencom.fasterxml.jackson.core:jackson-annotations2.15.3indirekt
Mavencom.fasterxml.jackson.core:jackson-core2.15.3indirekt
Mavencom.fasterxml.jackson.core:jackson-databind2.15.3indirekt
Mavencom.fasterxml.jackson.dataformat:jackson-dataformat-xml2.15.3indirekt
Mavencom.fasterxml.jackson.module:jackson-module-kotlin2.15.3indirekt
Mavencom.fasterxml.jackson:jackson-bom2.15.3indirekt
Mavencom.fasterxml.woodstox:woodstox-core6.5.1indirekt
Mavencom.fasterxml.woodstox:woodstox-core7.1.1indirekt
Mavencom.github.ben-manes.caffeine:caffeine2.9.3indirekt
Mavencom.github.curious-odd-man:rgxgen2.0indirekt
Mavencom.github.jnr:jffi1.3.13indirekt
Mavencom.github.jnr:jnr-a64asm1.0.0indirekt
Mavencom.github.jnr:jnr-constants0.10.4indirekt
Mavencom.github.jnr:jnr-enxio0.32.18indirekt
Mavencom.github.jnr:jnr-ffi2.2.17indirekt
Mavencom.github.jnr:jnr-netdb1.2.0indirekt
Mavencom.github.jnr:jnr-posix3.1.20indirekt
Mavencom.github.jnr:jnr-unixsocket0.38.23indirekt
Mavencom.github.jnr:jnr-x86asm1.0.2indirekt
Mavencom.google.auto.service:auto-service-annotations1.1.1indirekt
Mavencom.google.auto.value:auto-value-annotations1.6.2indirekt
Mavencom.google.code.findbugs:jsr3053.0.2indirekt
Mavencom.google.code.gson:gson2.11.0indirekt
Mavencom.google.crypto.tink:tink1.7.0indirekt
Mavencom.google.dagger:dagger2.28.3indirekt
Mavencom.google.devtools.ksp:symbol-processing2.3.9indirekt
Mavencom.google.devtools.ksp:symbol-processing-aa-embeddable2.3.9indirekt
Mavencom.google.devtools.ksp:symbol-processing-api2.3.10indirekt
Mavencom.google.devtools.ksp:symbol-processing-common-deps2.3.10indirekt
Mavencom.google.devtools.ksp:symbol-processing-common-deps2.3.9indirekt
Mavencom.google.devtools.ksp:symbol-processing-gradle-plugin2.3.10indirekt
Mavencom.google.errorprone:error_prone_annotations2.27.0indirekt
Mavencom.google.errorprone:error_prone_annotations2.28.0indirekt
Mavencom.google.errorprone:error_prone_annotations2.36.0indirekt
Mavencom.google.flatbuffers:flatbuffers-java1.12.0indirekt
Mavencom.google.guava:failureaccess1.0.2indirekt
Mavencom.google.guava:guava33.4.0-jreindirekt
Mavencom.google.guava:listenablefuture9999.0-empty-to-avoid-conflict-with-guavaindirekt
Mavencom.google.j2objc:j2objc-annotations3.0.0indirekt
Mavencom.google.jimfs:jimfs1.1indirekt
Mavencom.google.protobuf:protobuf-java3.25.5indirekt
Mavencom.google.protobuf:protobuf-java-util3.25.5indirekt
Mavencom.googlecode.juniversalchardet:juniversalchardet1.0.3indirekt
Mavencom.gradleup.shadow:shadow-gradle-plugin9.6.0indirekt
Mavencom.headius:backport91.13indirekt
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Mavencom.squareup.moshi:moshi1.15.2indirekt
Mavencom.squareup.moshi:moshi-kotlin1.15.2indirekt
Mavencom.squareup.okhttp3:okhttp5.1.0indirekt
Mavencom.squareup.okhttp3:okhttp-jvm5.1.0indirekt
Mavencom.squareup.okio:okio3.15.0indirekt
Mavencom.squareup.okio:okio3.17.0indirekt
Mavencom.squareup.okio:okio-jvm3.15.0indirekt
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Mavencom.squareup.retrofit2:retrofit3.0.0indirekt
Mavencom.squareup:javapoet1.13.0indirekt
Mavencom.squareup:javawriter2.5.0indirekt
Mavencom.squareup:kotlinpoet1.3.0indirekt
Mavencom.squareup:kotlinpoet2.3.0indirekt
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Mavencom.squareup:kotlinpoet-ksp2.3.0indirekt
Mavencom.sun.istack:istack-commons-runtime3.0.8indirekt
Mavencom.sun.xml.fastinfoset:FastInfoset1.2.16indirekt
Mavencom.vanniktech:central-portal0.37.0indirekt
Mavencom.vanniktech:gradle-maven-publish-plugin0.37.0indirekt
Mavencommons-codec:commons-codec1.17.1indirekt
Mavencommons-codec:commons-codec1.22.0indirekt
Mavencommons-io:commons-io2.16.1indirekt
Mavencommons-io:commons-io2.22.0indirekt
Mavencommons-logging:commons-logging1.2indirekt
Mavencommunity.flock.kotlinx.rgxgen:kotlin-rgxgen0.0.6indirekt
Mavencommunity.flock.kotlinx.rgxgen:kotlin-rgxgen-jvm0.0.6indirekt
Mavende.cketti.unicode:kotlin-codepoints0.11.0indirekt
Mavende.cketti.unicode:kotlin-codepoints-jvm0.11.0indirekt
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Mavendev.zacsweers.kctfork:ksp0.13.0indirekt
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Mavenio.github.java-diff-utils:java-diff-utils4.12indirekt
Mavenio.github.java-diff-utils:java-diff-utils4.16indirekt
Mavenio.github.optimumcode:json-schema-validator0.5.5indirekt
Mavenio.github.optimumcode:json-schema-validator-jvm0.5.5indirekt
Mavenio.github.optimumcode:karacteristics0.0.8indirekt
Mavenio.github.optimumcode:karacteristics-jvm0.0.8indirekt
Mavenio.github.pdvrieze.xmlutil:core0.91.3indirekt
Mavenio.github.pdvrieze.xmlutil:core-jvmcommon0.91.3indirekt
Mavenio.github.pdvrieze.xmlutil:serialization0.91.3indirekt
Mavenio.github.pdvrieze.xmlutil:serialization-jvm0.91.3indirekt
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Mavenio.kotest:kotest-assertions-core-jvm6.2.2indirekt
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                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
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                "details": [
                  {
                    "code": "no_data",
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                ],
                "max_points": 10
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            ]
          },
          {
            "key": "abandonment",
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            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
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                "key": "project_is_still_maintained",
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                "detail": "maintenance record not established from the collected data",
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                    "code": "abandonment_unverified",
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                ],
                "max_points": 100
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            ]
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        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
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        "name": "Community & Adoption",
        "value": 58,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "at_risk",
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            "note": null,
            "notes": [],
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              "forks": 11,
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              "growth_factor_pct": 100,
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                "key": "stars",
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                "detail": "34 stars",
                "points": 24.6,
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                    "code": "stars",
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                "max_points": 60
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              {
                "key": "forks",
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                "points": 8.3,
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                "key": "watchers",
                "name": "Watchers",
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          },
          {
            "key": "community_health",
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            "note": null,
            "notes": [],
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            "inputs": {
              "has_readme": true,
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                "key": "license",
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                "status": "met",
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                    "code": "license_standard",
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                  {
                    "code": "license_spdx",
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                      "spdx": "MIT"
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                "key": "contributing_guide",
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              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
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                "points": 13.5,
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              {
                "key": "issue_template",
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                "key": "pr_template",
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
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        "weight": 0.24,
        "metrics": [
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            "key": "maintainer_resilience",
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            "note": null,
            "notes": [],
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              "top_contributor_share": 0.864
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            "components": [
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
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                "max_points": 54
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              {
                "key": "commit_distribution",
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                "detail": "top contributor authored 86% of commits",
                "points": 3.1,
                "status": "partial",
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                  {
                    "code": "top_contributor_share",
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                "max_points": 22.5
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                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "9 contributors",
                "points": 12.2,
                "status": "partial",
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                    "code": "contributors_sampled",
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                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "merged_prs": 476,
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              "closed_issues": 270,
              "issue_closed_ratio": 0.922,
              "closed_unmerged_prs": 52
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "92% of issues closed",
                "points": 43.1,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
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                      "share": 92
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "476/528 decided PRs merged",
                "points": 34.5,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 476,
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                  }
                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 3/4 approved changesets -- score normalized to 7",
                "points": 10.5,
                "status": "partial",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 49,
            "inputs": {
              "followers": 9,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "SKaiNET-developers",
              "public_repos": 15,
              "account_age_days": 592
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "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": "9 followers of SKaiNET-developers",
                "points": 7.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
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                      "count": 9,
                      "login": "SKaiNET-developers"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "15 public repos, account ~1 yr old",
                "points": 12,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 15
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
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                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "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",
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            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "11 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
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                      "count": 11
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                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "8 out of 8 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
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                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "ai",
                "kotlin",
                "ml",
                "kotlin-multiplatform",
                "deep-learning",
                "deep-neural-networks",
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                "edge-deep-learning",
                "edge-machine-learning"
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              "has_wiki": true,
              "homepage": "https://skainet-developers.github.io/SKaiNET/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
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            "components": [
              {
                "key": "readme",
                "name": "README",
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                "details": [],
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              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
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              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://skainet-developers.github.io/SKaiNET/",
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                "status": "met",
                "details": [],
                "max_points": 15
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              {
                "key": "repository_description",
                "name": "Repository description",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "9 topics",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "topics_count",
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                "max_points": 10
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              {
                "key": "wiki",
                "name": "Wiki",
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                "points": 10,
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                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 70,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 70,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 7
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            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "binaries present in source code",
                "points": 6.8,
                "status": "partial",
                "details": [],
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              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                ],
                "max_points": 7.5
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              {
                "key": "ci_tests",
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                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
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                "points": 5.2,
                "status": "partial",
                "details": [],
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 5",
                "points": 2.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "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": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "6 existing vulnerabilities detected",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 5
            },
            "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": "at_risk",
        "name": "AI Readiness",
        "value": 45,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
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                }
              },
              {
                "code": "weights_renormalized",
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