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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-27 06:49 UTC

stephrobert / dsoxlab

DevSecOps XL Labs — a domain-agnostic CLI framework to drive hands-on learning labs across multiple repositories

PythonApache-2.0★ 55 Sterne⑂ 3 Forksseit Juli 2026Auf GitHub ansehen ↗

stephrobert/dsoxlab erreicht einen Gesundheitsindex von 72 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Engineering Quality (86/100) ab, am schwächsten bei Community & Adoption (59/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

72
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.

72
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

Stéphane ROBERTPersönliches Konto
1.120 Follower38 öffentliche Reposseit März 2011Outscale France

Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
PyPIdsoxlab0.1.343.35532vor 0 Tagenansibledevopseducationkuberneteslabslinuxtraining

Metriken nach Kategorie

Vitalität

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

72Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
1.4/36Commit-Rhythmus — 2/52 Wochen mit Commits
15.5/18Commit-Volumen — 52 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Verwendete Eingangsdaten
commits_last_year52
human_commit_share0,981
days_since_last_push0
active_weeks_last_year2

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 34 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 0 Tagen
27/27Release-Rhythmus — ein Release etwa alle 0,4 Tage
10/10OpenSSF Scorecard: Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
Verwendete Eingangsdaten
releases_count34
latest_release_tagv0.1.34
releases_from_tagsnein
days_since_latest_release0
mean_days_between_releases0,4

Community & Verbreitung

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

59Mittel · 18 % des Gesamtindex
Wie die Bewertung erfolgt
28.1/60Stars — 55 Stars
2.5/25Forks — 3 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks3
stars55
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (Apache-2.0)
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templateja
Wie die Bewertung erfolgt
47/80Downloads pro Monat — 3.355 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesdsoxlab
dependents
ecosystemspypi
total_downloads
monthly_downloads3.355
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.

Nachhaltigkeit & Governance

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

62Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 100 % der Commits
1.4/13.5Breite der Beitragenden — 1 Beitragende
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Verwendete Eingangsdaten
bus_factor1
contributors_sampled1
top_contributor_share1
Wie die Bewertung erfolgt
46.8/46.8Issue-Lösungsquote — 100 % der Issues geschlossen
38.2/38.3PR-Annahme — 44/44 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — Found 0/29 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs44
open_issues0
closed_issues1
issue_closed_ratio1
closed_unmerged_prs0
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
21.9/25Reichweite des Inhabers — 1.120 Follower von stephrobert
23.6/25Kontohistorie — 38 öffentliche Repos, Kontoalter ca. 15 Jahre
Verwendete Eingangsdaten
followers1.120
owner_typeUser
is_verified
owner_loginstephrobert
public_repos38
account_age_days5.606
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen
20/20Versionshistorie — 32 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesdsoxlab
ecosystemspypi
any_deprecatednein
min_days_since_publish0

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

86Exzellent · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 4 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration
9.6/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_configja
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
10/10Repository-Beschreibung
10/10Topics — 10 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsansible, cli, devops, devsecops, education, labs, python, rhcsa, terraform, training
has_wikinein
homepage
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

84Gut · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — keine Daten
2.5/2.5CI-Tests — 30 out of 30 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
0/7.5Code-Review — Found 0/29 approved changesets -- score normalized to 0
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
5/5Fuzzing — project is fuzzed
2.5/2.5Lizenz — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
5/5Pinned-Dependencies — all dependencies are pinned
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
7.5/7.5Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate8
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
0/25Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories0
affected_packages0
assessed_packages39
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories, Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. 39 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. Dieses Repository veröffentlicht kein Paket, das der Index auflöst; bewertet wurde daher der Abhängigkeitsgraph des Repositorys. Dieser Graph vermischt Entwicklungs- und Test-Pins mit ausgelieferten Abhängigkeiten, daher werden nur die deklarierten Laufzeit-Abhängigkeiten bewertet; transitive Befunde werden als Kontext ausgewiesen und fließen nicht in die Bewertung ein. Erreichbarkeit wird nicht analysiert.

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.

67Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 53 von 53 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share1
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — src/dsoxlab/py.typed
10/10Reproduzierbare Umgebung — lockfile
10/10Belegte Agentenpraxis — 21 der letzten 54 Commits von Agenten verfasst oder ihnen zugeschrieben
8/8Automatisierte Wartung — 1 der letzten 54 Commits sind automatisierte Abhängigkeits-Updates
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesuv.lock
has_dockerfilenein
typed_languagenein
bootstrap_files
has_devcontainernein
has_linter_configja
typecheck_configssrc/dsoxlab/py.typed
agent_commit_share0,389
toolchain_manifests
dependency_bot_commit_share0,019
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (src/dsoxlab/py.typed)
54.1/55Handhabbare Dateigrößen — 1/63 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes82.882
source_files_sampled63
oversized_source_files1

Eckdaten

55GitHub-Sterne
1Mitwirkende
52Commits, letzte 12 Monate
0Tage seit letztem Push
34Releases
1Bus-Faktor
0offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:dsoxlab@0.1.34; advisories assessed against the repository dependency graph instead

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 3 ⇿
0Sterne
3Forks
11Releases

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

222333322026-072026-072026-07
Major 0Minor 1Patch 10
OpenSSF Scorecard 8.0 / 10
8.0Gesamtwert

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 · 2026-07-27 06:49 UTC

10Binary-Artifactsno binaries found in the repo
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-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/29 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
10Pinned-Dependenciesall dependencies are pinned
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
10Signed-Releases5 out of the last 5 releases have a total of 5 signed artifacts.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
Direkte Abhängigkeiten 7
RegistryPaketVersionsvorgabeManifest
PyPItyper>=0.12pyproject.toml
PyPIrich>=13pyproject.toml
PyPIpyyaml>=6pyproject.toml
PyPIclick>=8pyproject.toml
PyPIansible-runner>=2.4pyproject.toml
PyPIpytest>=8pyproject.toml
PyPIpytest-testinfra>=10pyproject.toml
Alle Abhängigkeiten 39

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 7 direkte und 32 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIansible-runner2.4.3direkt
PyPIclick8.4.2direkt
PyPIpytest9.1.1direkt
PyPIpytest-testinfra10.2.2direkt
PyPIpyyaml6.0.3direkt
PyPIrich15.0.0direkt
PyPItyper0.26.8direkt
PyPIannotated-doc0.0.4indirekt
PyPIast-serialize0.6.0indirekt
PyPIatheris3.1.0indirekt
PyPIcfgv3.5.0indirekt
PyPIcolorama0.4.6indirekt
PyPIdistlib0.4.3indirekt
PyPIdsoxlab0.1.34indirekt
PyPIfilelock3.29.7indirekt
PyPIidentify2.6.19indirekt
PyPIiniconfig2.3.0indirekt
PyPIlibrt0.13.0indirekt
PyPIlockfile0.12.2indirekt
PyPImarkdown-it-py4.2.0indirekt
PyPImdurl0.1.2indirekt
PyPImypy2.3.0indirekt
PyPImypy-extensions1.1.0indirekt
PyPInodeenv1.10.0indirekt
PyPIpackaging26.2indirekt
PyPIpathspec1.1.1indirekt
PyPIpexpect4.9.0indirekt
PyPIplatformdirs4.10.0indirekt
PyPIpluggy1.6.0indirekt
PyPIpre-commit4.6.0indirekt
PyPIptyprocess0.7.0indirekt
PyPIpygments2.20.0indirekt
PyPIpython-daemon3.1.2indirekt
PyPIpython-discovery1.4.4indirekt
PyPIruff0.15.21indirekt
PyPIshellingham1.5.4indirekt
PyPItypes-pyyaml6.0.12.20260518indirekt
PyPItyping-extensions4.16.0indirekt
PyPIvirtualenv21.6.1indirekt
Abhängigkeits-Advisories 0

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 39 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 0 tragen bekannte Advisories, davon 0 direkte.

Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.

Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.

JSON-Rohbericht maschinenlesbar
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        {
          "tag": "v0.1.33",
          "kind": "patch",
          "published_at": "2026-07-27T06:25:16Z"
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        {
          "tag": "v0.1.32",
          "kind": "patch",
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        {
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          "kind": "patch",
          "published_at": "2026-07-23T13:01:37Z"
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        {
          "tag": "v0.1.30",
          "kind": "patch",
          "published_at": "2026-07-23T12:23:22Z"
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        {
          "tag": "v0.1.29",
          "kind": "patch",
          "published_at": "2026-07-23T10:50:21Z"
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        {
          "tag": "v0.1.28",
          "kind": "patch",
          "published_at": "2026-07-23T10:37:53Z"
        },
        {
          "tag": "v0.1.27",
          "kind": "patch",
          "published_at": "2026-07-23T10:09:45Z"
        },
        {
          "tag": "v0.1.25",
          "kind": "patch",
          "published_at": "2026-07-23T09:44:51Z"
        },
        {
          "tag": "v0.1.24",
          "kind": "patch",
          "published_at": "2026-07-23T08:51:28Z"
        },
        {
          "tag": "v0.1.23",
          "kind": "patch",
          "published_at": "2026-07-22T11:47:25Z"
        },
        {
          "tag": "v0.1.22",
          "kind": "patch",
          "published_at": "2026-07-22T11:09:51Z"
        },
        {
          "tag": "v0.1.21",
          "kind": "patch",
          "published_at": "2026-07-22T09:36:19Z"
        },
        {
          "tag": "v0.1.20",
          "kind": "patch",
          "published_at": "2026-07-20T11:40:13Z"
        },
        {
          "tag": "v0.1.19",
          "kind": "patch",
          "published_at": "2026-07-20T10:50:12Z"
        },
        {
          "tag": "v0.1.18",
          "kind": "patch",
          "published_at": "2026-07-20T09:08:44Z"
        },
        {
          "tag": "v0.1.17",
          "kind": "patch",
          "published_at": "2026-07-20T08:56:35Z"
        },
        {
          "tag": "v0.1.16",
          "kind": "patch",
          "published_at": "2026-07-20T06:30:30Z"
        },
        {
          "tag": "v0.1.15",
          "kind": "patch",
          "published_at": "2026-07-20T06:06:34Z"
        },
        {
          "tag": "v0.1.14",
          "kind": "patch",
          "published_at": "2026-07-20T05:33:46Z"
        },
        {
          "tag": "v0.1.13",
          "kind": "patch",
          "published_at": "2026-07-17T09:10:46Z"
        },
        {
          "tag": "v0.1.12",
          "kind": "patch",
          "published_at": "2026-07-17T08:11:11Z"
        },
        {
          "tag": "v0.1.11",
          "kind": "patch",
          "published_at": "2026-07-17T07:38:01Z"
        },
        {
          "tag": "v0.1.10",
          "kind": "patch",
          "published_at": "2026-07-16T14:03:50Z"
        },
        {
          "tag": "v0.1.9",
          "kind": "patch",
          "published_at": "2026-07-16T13:59:58Z"
        },
        {
          "tag": "v0.1.8",
          "kind": "patch",
          "published_at": "2026-07-16T13:40:28Z"
        },
        {
          "tag": "v0.1.7",
          "kind": "patch",
          "published_at": "2026-07-16T10:07:26Z"
        },
        {
          "tag": "v0.1.6",
          "kind": "patch",
          "published_at": "2026-07-16T05:54:21Z"
        },
        {
          "tag": "v0.1.5",
          "kind": "patch",
          "published_at": "2026-07-15T18:15:42Z"
        },
        {
          "tag": "v0.1.4",
          "kind": "patch",
          "published_at": "2026-07-15T17:13:32Z"
        },
        {
          "tag": "v0.1.3",
          "kind": "patch",
          "published_at": "2026-07-15T16:15:49Z"
        },
        {
          "tag": "v0.1.2",
          "kind": "patch",
          "published_at": "2026-07-15T15:25:29Z"
        },
        {
          "tag": "v0.1.1",
          "kind": "patch",
          "published_at": "2026-07-15T14:31:33Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2026-07-15T09:30:55Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "44a7800f45e41573aa28aac99cee9668cd7511ec",
          "body": "…(#46)\n\nLa règle « tout texte affiché passe par _() » n'existait qu'en prose, et la\nprose n'a pas tenu. Le défaut valait dans les deux sens.\n\nEn français, donc affichés en français sous DSOXLAB_LANG=en : les aides de\nuse --provider, provision --host et destroy --host, les messages « Host\ninconnu » e\n[…]\n déjà traduites reste acceptée. Passé sur le commit\nprécédent, il y signale les 21 violations : il échoue donc quand il le doit.\n\nVersion 0.1.34.\n\nCo-authored-by: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(i18n): extraire les 21 textes affichés restés en dur dans cli.py …",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-27T06:44:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "738fabf525b28cc85623b9b1c5ac55d311ac2b2b",
          "body": "Deux corrections issues du retour d'un apprenant sur sa première session :\nla première commande lancée affichait trois erreurs, et le premier cours lu\ndéfilait hors de l'écran.\n\ndoctor annonçait pytest introuvable en cherchant un binaire dans le PATH,\nalors que check le lance par resolve_pytest_cmd(\n[…]\ne déversement brut.\n\nLa logique du diagnostic quitte cli.py pour services/doctor.py, testable\nsans passer par la sortie terminal. Version 0.1.33.\n\nCo-authored-by: Claude Opus 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(doctor): checks pertinents, et pagination des affichages longs (#45)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-27T06:20:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "bde2210dadb73c3a955dfb73998edc3989e0a171",
          "body": "…(#44)\n\nDistros : cloud-init debian ajouté (il manquait, tout debian12 échouait au\nprovision), debian13/ubuntu26 câblés sur kvm/incus/outscale, outscale aligné\nsur le jeu complet (alma9, ubuntu22, debian). Image Debian « generic » (la\n« genericcloud » kernel-panique sous OVMF + resize du disque).\n\nP\n[…]\n passe le\n  kernel panic Debian (OVMF + resize) sans intervention.\n\nTest de cohérence distro/cloud-init. CHANGELOG EN+FR, bump 0.1.32, uv.lock.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(kvm): Debian 12/13, Ubuntu 26.04 et provisioning KVM increvable …",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-23T20:47:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "58f3d4025e1e034aed4e4c3185f5c3bcb11ace86",
          "body": "…l (#43)\n\n« dsoxlab next » proposait les labs dans l'ordre alphabétique. Le tri\npédagogique s'appuie sur bloc_order, que le scanner ne posait jamais : il\nrestait à 0 sauf mention explicite dans un lab.yaml, et le tri retombait\nsur l'id.\n\nConséquence pour un débutant : « ansible-vault » proposé avant\n[…]\nôté Linux, et\npremiers-pas-premier-playbook, ecrire-code-plays-et-tasks,\nmodules-fichiers-copy, decouvrir-declaratif-vs-imperatif côté Ansible.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(discovery): dériver bloc_order du meta.yml, pas de chaque lab.yam…",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-23T12:57:38Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cc1d0456125499c51023f280fd5a90717945aad9",
          "body": "* feat(validators): porter les contrôles de contenu dans l'outil\n\nTrois contrôles étaient recopiés à la main dans chaque dépôt de labs. Ils\nvivent maintenant ici, donc tout dépôt en bénéficie sans les dupliquer.\n\nIls attrapent des dérives qu'aucun test fonctionnel ne voit, parce\nqu'elles ne cassent \n[…]\nt la raison. Les deux dépôts\nfournisseurs restent verts, sans faux positif.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(validators): porter les contrôles de contenu dans l'outil (#42)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-23T12:19:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d2b04bb4de3cb9435658b3c0403160d84d905eea",
          "body": "…(#41)\n\nDéfaut trouvé au premier usage réel du script. Il affichait\nl'avertissement « CI encore en cours », puis concluait « Tout est bon.\nPose le tag » en sortant en 0. Le message final contredisait\nl'avertissement et invitait à taguer précisément dans le cas que\nRELEASING demande d'attendre, alors\n[…]\n relance.\n\nVérifié sur les deux chemins : CI en cours seule (code 2, « il est trop\ntôt »), et échecs présents (code 1, « ne pose pas le tag »).\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ci): ne plus conclure « tout est bon » quand la CI tourne encore …",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-23T10:47:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4c6cfc48795ed35e2f8d58784f06a0a9a6bd5a1e",
          "body": "Le garde-fou ajouté en 0.1.27 vit dans le workflow : il ne parle qu'une\nfois le tag poussé, et il faut alors le supprimer en local et sur le\ndistant. Or PyPI est définitif, un numéro consommé ne se réutilise\njamais. Le contrôle manquait donc là où il sert : avant le tag.\n\nscripts/check-release.py re\n[…]\népôt : il refuse à juste titre un tag\nv0.1.27 déjà posé et une version 0.1.27 déjà publiée.\n\nRELEASING documente l'étape dans les deux langues.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(ci): contrôle local à lancer avant de poser un tag (#40)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-23T10:25:18Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9810da537351b19192a0e16ccea28cff94238674",
          "body": "Bumps [zizmorcore/zizmor-action](https://github.com/zizmorcore/zizmor-action) from 0.5.7 to 0.6.0.\n- [Release notes](https://github.com/zizmorcore/zizmor-action/releases)\n- [Commits](https://github.com/zizmorcore/zizmor-action/compare/192e21d79ab29983730a13d1382995c2307fbcaa...6599ee8b7a49aef6a770f6\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(ci): bump zizmorcore/zizmor-action from 0.5.7 to 0.6.0 (#31)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-23T10:19:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3b747c78674851dd5729eb469eebbe46e9bec44c",
          "body": "… (#39)\n\nLe build lit pyproject.toml, le tag ne sert qu'aux notes de release, et\nrien ne vérifiait qu'ils concordent. Deux fois de suite, un tag posé sur\nun commit dont la version avait déjà bougé a produit une publication\nfausse, sans qu'aucune étape ne proteste :\n\n- v0.1.22 a republié 0.1.21, et P\n[…]\nusés, les cas nominaux passent.\n\nLe CHANGELOG note, pour 0.1.26, qu'elle a été publiée sous le tag\nv0.1.25 et que 0.1.25 n'existe pas sur PyPI.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ci): refuser un tag qui ne correspond pas à la version empaquetée…",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-23T10:05:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3ac969a32fe50a212fe2e90a6417b040cf96571a",
          "body": "* fix(reporting): retirer l'icône de runtime, traduire la difficulté\n\nL'icône de runtime décalait l'affichage : un emoji de largeur double, et\nson sélecteur de variante, sont comptés pour une colonne par Rich mais\nrendus sur deux par le terminal. La ligne glissait et la bordure du\npanneau se brisait\n[…]\ncas, l'agnosticisme est préservé. Vérifié sur les deux\ndépôts fournisseurs.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(reporting): retirer l'icône de runtime, traduire la difficulté (#38)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-23T09:42:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0b5f20c2a5e2bb2bbea0b79ab6c928044ee3559c",
          "body": "Un apprenant installe la CLI une fois et ne revient jamais vérifier. Il\njoue alors des labs avec des défauts corrigés depuis longtemps, et\nremonte des problèmes déjà résolus. La vérification a lieu une fois par\njour et l'avis s'affiche en dernier, pour être lu.\n\nIl est construit pour ne jamais gêner\n[…]\nerreur.\n\n26 tests couvrent surtout ce que la fonction ne doit PAS faire : polluer\nstdout, lever, attendre, ou interroger PyPI malgré l'opt-out.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(cli): signaler qu'une version plus récente existe sur PyPI (#37)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-23T09:25:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b35fe25f656d20191e9a68376bf3223a029c5f9f",
          "body": "destroy effaçait un parc entier sans un mot : tapé dans le mauvais dépôt,\nil détruisait les VM et leurs données sans retour possible. Il demande\nmaintenant confirmation, et --yes préserve l'usage scripté (CI, procédure\nde récupération documentée).\n\nL'aide de destroy --host annonçait « Détruit une se\n[…]\nntait la traceback ProviderUnresolved brute depuis\ninventory.py. L'apprenant reçoit le même message actionnable que pour les\ncommandes d'infra.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(cli): confirmer destroy, corriger check sans provider actif (#36)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-23T08:47:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "27effddf49aa9c9b6bcba981508e88c26afbe3b2",
          "body": "Le tag v0.1.22 a été posé sur le mauvais commit, avant la fusion de sa pull\nrequest : le workflow a republié la 0.1.21 et PyPI n'a jamais reçu de 0.1.22.\n\nPlutôt que de déplacer un tag déjà poussé, cette version reprend l'intégralité\nde ce que la 0.1.22 devait livrer, augmentée de l'affichage du README par\n« dsoxlab course ».",
          "is_bot": false,
          "headline": "chore(release): 0.1.23 (#35)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-22T11:43:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1615ad54d5112a9c7802bde43cb7608e971a79ca",
          "body": "… scenario (#34)\n\nLe cours était écrit, mais aucune commande ne le montrait.\n\n`print_lab_course` traitait `scenario` et `README` comme deux candidats\nconcurrents et n'affichait que le premier. Or les deux sont complémentaires :\nle scenario pose la situation en quelques lignes, le README explique les\n[…]\nit, il manquait le chemin.\n\nAu passage, la résolution de langue est factorisée dans un helper : elle était\nécrite en ligne et ne servait qu'au scenario.\n\n71 tests verts, ruff et mypy --strict propres.",
          "is_bot": false,
          "headline": "fix(reporting): « course » affiche le README du lab, pas seulement le…",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-22T11:36:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d8e648a399d5b3ba359413cb65a7ae2d0f34f88a",
          "body": "…ontrat JSON (#33)\n\n* fix(reporting): sortie JSON analysable, et blocs pédagogiques exposés\n\nTrois défauts du contrat `--json`, tous relevés en écrivant le premier\nconsommateur réel (une extension d'éditeur). Aucun ne se voyait à l'usage\nmanuel de la CLI : c'est précisément ce que la sortie machine \n[…]\npartie de l'apprentissage,\ndeviner le nom d'hôte non.\n\n71 tests verts, ruff et mypy --strict propres, i18n à parité (265 clés),\nterraform validate et fmt passés, les deux dépôts consommateurs valides.",
          "is_bot": false,
          "headline": "feat(infra,reporting): SSH par nom de machine, provision rejouable, c…",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-22T11:07:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5d16309bd6be4126f443174f1ba0338561235de2",
          "body": "…SON (#32)\n\nDeux ajouts indépendants, tous deux nés du même constat : dsoxlab supposait\nque tout lab vm se joue DANS la machine, et que sa sortie n'est lue que par\ndes yeux.\n\n## runtime.session\n\nUn lab `vm` déclare désormais où s'ouvre sa session interactive : `target`\n(défaut, session SSH sur `targ\n[…]\nont 5 sur le contrat JSON et 4 sur les sessions.\nVérifié sur les deux dépôts consommateurs : linux-dsoxlab-training conserve\nses 64 labs en session target, ansible-training passe ses 88 labs en local.",
          "is_bot": false,
          "headline": "feat(runtimes,reporting): session locale pour les labs vm et sortie J…",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-22T09:09:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3c5afcedc4d91eb735b88468738c2110c8c9b814",
          "body": "…o (#30)\n\nDeux défauts révélés par le passage d'un catalogue à AlmaLinux 9.\n\nlvm2 : absent de l'image cloud AlmaLinux 9 (présent en 10). Tout module\nLVM échouait sur « Failed to find required executable \"vgs\" », dès le\npremier appel et non au montage. Le commentaire du gabarit affirmait que\nlvm2/par\n[…]\nvoir attendue. Désormais\n`sudo -n` (rc=0 vérifié sur la VM) ; `-n` garde la commande non\ninteractive.\n\nCHANGELOG EN + FR, bump 0.1.20, uv.lock.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(cloud-init,infra): installer lvm2 et attendre cloud-init avec sud…",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-20T11:37:26Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "24d42c44d72923e4480dfc6121cb39c7211629a9",
          "body": "L'unité déclare BindsTo=dev-virtio\\x2dports-org.qemu.guest_agent.0.device,\net le provider KVM ne déclare AUCUN channel virtio, délibérément (cf. la\nnote dans templates/terraform/kvm/main.tf). Le device n'apparaît donc\njamais : `--now` attendait 90 s par nœud, échouait, et le script runcmd\nsortait en\n[…]\n s. L'activation est conservée, donc le service\ndémarrera au boot le jour où un channel sera déclaré.\n\nCHANGELOG EN + FR, bump 0.1.19, uv.lock.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(cloud-init): ne plus démarrer qemu-guest-agent au boot (--now) (#29)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-20T10:44:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "52a7b2b8a431c1a5568dc9029db8e0949f3fe4c5",
          "body": "La 0.1.17 n'a jamais été publiée : son tag a été posé sur le commit de la\n0.1.16, si bien que la Release GitHub v0.1.17 porte des artefacts\ndsoxlab-0.1.16 et que PyPI est resté sur la 0.1.16. Le correctif alma9 /\nubuntu22, annoncé pour la 0.1.17, est donc livré par cette version.\n\nL'entrée de CHANGE\n[…]\numérotée en 0.1.18 et porte une note qui\nexplique l'écart, pour qui tomberait sur la Release v0.1.17.\n\nCHANGELOG EN + FR, bump 0.1.18, uv.lock.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): 0.1.18 (#28)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-20T09:07:09Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "41ac93ee5d97f0847e156ed5cd47072362d7c98f",
          "body": "Les deux figurent dans `distro_to_template` : un dépôt de labs pouvait donc\nécrire `distro: alma9` dans son meta.yml, alors qu'aucun des deux n'avait\nd'entrée dans `default_image_urls`. Le `coalesce()` qui résout l'image\nn'avait plus rien à quoi se raccrocher et le plan Terraform échouait, sauf\nsi l\n[…]\n : l'examen EX294 se passe sur RHEL 9,\ndonc un catalogue qui le vise a besoin d'alma9 sans bricolage.\n\nCHANGELOG EN + FR, bump 0.1.17, uv.lock.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(terraform/kvm): fournir l'image cloud d'alma9 et d'ubuntu22 (#27)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-20T08:59:14Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3b44b0dcfbf3b7d4428cab2be521faec674b0970",
          "body": "* feat(cli): ajouter la commande guide pour ouvrir le cours en ligne\n\nLe cours n'est pas embarqué dans le dépôt de labs : chaque lab déclare un\ndoc_url vers le site du formateur. `dsoxlab guide [<id>]` ouvre cette page\ndans le navigateur, plutôt que d'en rapatrier le contenu : elle s'affiche\ntelle q\n[…]\nion.\n\nVérifié sous FORCE_COLOR=1 et COLUMNS=60, où la suite échouait avant.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(cli): ajouter la commande guide pour ouvrir le cours en ligne (#26)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-20T06:29:22Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "007415f143c984a57fc2862a86719e2649294694",
          "body": "… présentation (#25)\n\n* refactor(services,runtimes): sortir la logique métier de la couche de présentation\n\nLa formule de score vivait dans cli.py (_run_check), entrelacée avec des\ntyper.Exit et des appels d'affichage ; l'agrégation de progression vivait\ndans reporting/console.py, qui produisait du \n[…]\n* chore(release): 0.1.15\n\nCHANGELOG EN + FR, bump 0.1.14 → 0.1.15, uv.lock.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(services,runtimes): sortir la logique métier de la couche de…",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-20T06:05:05Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1ad8fa3f9bbfead849de3a02bfc76422629cfaac",
          "body": "…mage de base (#24)\n\nSépare le compte de service de l'automatisation du compte humain : c'est la\nbonne pratique de sécurité (traçabilité, révocation indépendante). `student`\nreste le compte humain sur le control node ; `ansible` devient le compte par\nlequel dsoxlab et les playbooks des labs se conne\n[…]\nrovision`). Dans les dépôts de\nlabs, tout ce qui restreint la connexion (AllowUsers, remote_user,\nansible_user) doit désormais viser `ansible`.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(infra)!: compte de service ansible et prérequis Ansible dans l'i…",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-20T05:31:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "84435d0469c11fae07513789c23423ce9245562b",
          "body": "Creative Commons déconseille explicitement ses licences pour du logiciel : elles\nn'accordent aucun brevet, leurs termes visent des œuvres de création et non du\ncode, et PyPI ne pouvait classer le paquet qu'en « Other/NOASSERTION ». Pour une\nCLI publiée sur PyPI et importée par des dépôts de labs tie\n[…]\nsont sous Apache-2.0, ce que le NOTICE et les deux README documentent.\n\nEffet annexe : le contrôle License d'OpenSSF Scorecard passe de 9 à 10, la\nlicence étant désormais reconnue par l'OSI et la FSF.",
          "is_bot": false,
          "headline": "chore(release): 0.1.13 — passage de CC BY 4.0 à Apache-2.0 (#23)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-17T09:08:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c8497ba4055ae466947f1d7efa67fd2cd3770219",
          "body": "Le contrôle Branch-Protection renvoyait `-1` : « some github tokens can't read\nclassic branch protection ». Ce n'est pas une note basse, c'est une erreur\ninterne — le contrôle était exclu de la moyenne, donc l'état réel de la\nprotection n'était ni mesuré ni visible, alors que la branche est protégée\n[…]\noquer soi-même.\n\nLes status checks requis passent de 6 à 9 : actionlint, poutine et le job de\nfuzzing tournaient sans bloquer le merge, ce qui vidait de son sens le fait de\nles avoir ajoutés en gates.",
          "is_bot": false,
          "headline": "feat(ci): rendre Branch-Protection évaluable par Scorecard (#22)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-17T08:55:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "68df887f0e8aebef90d68e07d3594d2dc2a1b43f",
          "body": "Première release portant la provenance corrigée : l'attestation ne nomme plus\nque la wheel et le sdist, là où la v0.1.11 y ajoutait le dist/.gitignore d'un\noctet déposé par uv build.\n\nRien ne change pour l'utilisateur du paquet ; le correctif porte sur le workflow\nde release lui-même, qui n'est pas distribué. Cette version existe pour que le\ncorrectif s'applique en conditions réelles — un workflow de publication ne se\nteste qu'en publiant.\n\nLiens de comparaison régénérés dans les deux CHANGELOG.",
          "is_bot": false,
          "headline": "chore(release): 0.1.12 (#21)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-17T08:06:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "15ecf1f1467aef46b29ba9ea3547783c82584ad2",
          "body": "…cs de contribution (#20)\n\n* docs(contributing): aligner le gabarit de PR et CONTRIBUTING sur le projet réel\n\nLe gabarit de PR et CONTRIBUTING décrivaient un projet plus simple que celui-ci.\nÉcarts corrigés, relevés en remplissant le gabarit pour de vrai.\n\nFaux, et qui se voyait à l'usage :\n\n- `cd ~\n[…]\nnt comment vérifier une release, et de la raison pour\nlaquelle Signed-Releases note les cinq dernières : l'asset ne porte le contrôle à\nson maximum qu'une fois cinq releases consécutives à le fournir.",
          "is_bot": false,
          "headline": "fix(release): n'attester que les artefacts publiés, et aligner les do…",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-17T07:49:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f5c9b408375523aaefba2b1f6665f19f189d9b3d",
          "body": "…rojet réel (#19)\n\n* fix(models): un lab.yaml ou meta.yml malformé ne fait plus planter la CLI\n\ndiscovery/scanner.py rattrape (KeyError, ValueError, yaml.YAMLError) et ignore\nle lab fautif avec un warning. Les parsers pouvaient lever hors de ce contrat :\nl'exception remontait alors en traceback brut\n[…]\nquet — ce que RELEASING.md affirme pourtant encore.\n\nCes fichiers ne renvoient qu'à de la documentation versionnée : le contrat est\nrenvoyé au README, seul document qu'un contributeur voit réellement.",
          "is_bot": false,
          "headline": "docs(contributing): aligner le gabarit de PR et CONTRIBUTING sur le p…",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-17T07:45:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "89e55b304bdb15709c21ce2e2e5753dd8a2bc1d8",
          "body": "…cissement du pipeline (#18)\n\n* fix(models): un lab.yaml ou meta.yml malformé ne fait plus planter la CLI\n\ndiscovery/scanner.py rattrape (KeyError, ValueError, yaml.YAMLError) et ignore\nle lab fautif avec un warning. Les parsers pouvaient lever hors de ce contrat :\nl'exception remontait alors en tra\n[…]\nm provenance.intoto.jsonl. L'attestation existante est enregistrée\nsur l'API d'attestation de GitHub, artefact distinct de l'asset de release\nqu'attend le contrôle Signed-Releases d'OpenSSF Scorecard.",
          "is_bot": false,
          "headline": "fix(models): un lab.yaml malformé ne fait plus planter la CLI, et dur…",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-17T07:30:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4d1d3845e6890f27a1df819c1846b33238d0edc0",
          "body": "…(#17)\n\nTrouvé en écrivant les solutions des labs shell : dsoxlab annonçait « 1/5 » sur\nl1-get-help, qui n'a que 4 tests.\n\n_parse_counts() comptait les occurrences de \" PASSED\", \" FAILED\" et \" ERROR\"\ndans la sortie BRUTE de pytest — messages d'assertion compris. Or l1-get-help\nfiltre justement des l\n[…]\nr ne plus ramasser les mots présents dans les\nmessages.\n\nVérifié : l1-get-help 1/5 -> 1/4, l1-redirections-pipes 1/6 -> 1/5.\nBump 0.1.10 + CHANGELOG EN/FR + uv.lock. ruff + mypy strict + pytest verts.",
          "is_bot": false,
          "headline": "fix(check): le score était faux sur les labs manipulant le mot ERROR …",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-16T14:00:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2b9b3a99a8747c39fca1fe1fcc29fa762fef86ac",
          "body": "…s cohabitent (#16)\n\nLe volume de base libvirt s'appelait `dsoxlab-base-<distro>.qcow2`, sans\nl'identifiant du dépôt. Or le pool libvirt est PARTAGÉ entre tous les dépôts de\nlabs, alors que chacun garde son PROPRE state Terraform\n(~/.local/state/dsoxlab/<repo-id>/). Le second dépôt à provisionner su\n[…]\n OK, ruff OK, les 3 tests passent. Les 45 erreurs\nmypy sont préexistantes sur main (identiques avant/après), terraform.py n'en\nfait pas partie.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(kvm): nommer le volume de base par dépôt, pour que deux catalogue…",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-16T13:53:46Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0d0c8083aeff299729516bad5ae3212b892d55f1",
          "body": "…sionnée (#15)\n\nDécouvert en jouant 10 labs au hasard comme le ferait un étudiant.\n\nUn apprenant qui lance un lab VM avant `dsoxlab provision` — premier\nlancement, ou après un `destroy` — recevait une traceback Python brute :\n\n    ValueError: target_fqdn 'alma-rhcsa-1.lab' n'est pas dans la liste de\n[…]\nubmit vérifient maintenant l'inventory AVANT de\nnoter, et sortent sans rien enregistrer — même principe que pour un --target\ninconnu.\n\nBump 0.1.8 + CHANGELOG EN/FR + uv.lock. ruff + mypy strict verts.",
          "is_bot": false,
          "headline": "fix(cli): plus de traceback ni de 0/100 quand l'infra n'est pas provi…",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-16T13:37:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "76d8112788aeda98b7f8fbe684fca96dfeb6fdb2",
          "body": "…t réel (#14)\n\nruntime.targets[] n'était que déclaratif. Un lab pouvait annoncer une cible\nUbuntu pendant que ses tests codaient l'hôte RHEL en dur : choisir Ubuntu ne\nchangeait rien, le contrat mentait, et aucun lab ne pouvait réellement être\nvalidé sur plusieurs distributions.\n\n- check/submit acce\n[…]\n l3-service-diagnose : --target ubuntu -> 3/6 (hôte cassé),\n--target rhel -> 6/6 (hôte intact), sans --target -> 6/6 (cible default).\nruff + mypy strict verts.\n\nBump 0.1.7 + CHANGELOG EN/FR + uv.lock.",
          "is_bot": false,
          "headline": "feat(check): --target + DSOXLAB_TARGET_HOST — le multi-distrib devien…",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-16T09:56:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "be96a29f1b3542b3e6931ec9b98b1a38402d9de8",
          "body": "Bump 0.1.5 → 0.1.6 + CHANGELOG (EN/FR) : fix inventory KVM (refresh-only après\napply ciblé) + détection de conflit de provider incus/KVM.",
          "is_bot": false,
          "headline": "chore(release): 0.1.6 (#13)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-16T05:52:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b9e60990266562c89817f15b16d60488a009160b",
          "body": "…ncus/KVM (#12)\n\nDeux corrections du provisioning multi-provider :\n\n1) `apply -target` n'évalue pas les outputs racine (comportement Terraform),\n   donc les IP des hôtes KVM (DHCP libvirt, non déclarées dans meta.yml)\n   manquaient → inventory vide → « Aucun host dans l'inventory » pour tout lab\n   \n[…]\n un message\n   d'aide (i18n EN+FR) pointant le `dsoxlab destroy` à lancer — au lieu de\n   l'erreur Terraform « Network is already in use ».\n\nruff + mypy strict + pytest verts ; parité clés i18n EN/FR.",
          "is_bot": false,
          "headline": "fix(infra): inventory KVM après provision ciblé + détection conflit i…",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-16T05:45:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e125f21b3aef9faf2586ff4ff29af003afa72935",
          "body": "…#11)\n\nL'étape d'install pipait un script distant (curl … install.sh | sh), signalé\nHIGH par Plumber (« Pipeline must not execute unverified scripts »). Remplacé\npar le téléchargement de la tarball release épinglée v3.95.2 + vérification\nSHA-256 contre les checksums publiés, puis extraction du binaire. Aucun script\ndistant exécuté ; parité pre-commit inchangée.",
          "is_bot": false,
          "headline": "fix(ci): trufflehog via binaire release vérifié (Plumber ISSUE-411) (…",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-15T20:09:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd2d19bc3570f4ba2334c17a7379e3be2b68ed26",
          "body": "Nouveau job `pre-commit` : rejoue l'intégralité de .pre-commit-config.yaml\n(stages commit + push) depuis l'env verrouillé du projet — hygiène, ruff, mypy,\ntrufflehog, pytest. La matrice `quality` prouve que le code tourne sur chaque\nPython supporté ; ce job prouve que rien d'imposé localement ne peut être\ncontourné avec `git commit --no-verify` : un hook en échec refuse la PR.\ntrufflehog épinglé v3.95.2 (parité avec le pre-commit local).",
          "is_bot": false,
          "headline": "ci(parity): job pre-commit rejouant tous les hooks en CI (#10)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-15T18:31:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "29673e119481e91b58215d66c06faa82d4d6245b",
          "body": "challenge brief localisé résolu en challenge/README.<lang>.md (cohérent avec scenario.<lang>.md), au lieu de README_FR.md. Les hints text_en/text_fr acceptent le base64 (bilingue + obfusqué). Bump 0.1.5.",
          "is_bot": false,
          "headline": "feat(i18n): challenge README.<lang>.md + hints base64 bilingues (#9)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-15T18:14:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e8b77347210452bfa8467fa7b7a040eeb6470d4",
          "body": "dsoxlab progress affiche le titre de la section (ex. Fondamentaux (l1)) au lieu de ?, colonne alignée à gauche. Chaque lab est rattaché à sa section meta.yml à la découverte (bloc + bloc_name). Bump 0.1.4.",
          "is_bot": false,
          "headline": "fix(progress): nom de bloc clair (section meta.yml) au lieu de ? (#8)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-15T17:12:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d2ba836a00a57c1780be43645d137eac0b8d102",
          "body": "Une target peut déclarer des hôtes additionnels par rôle (ex. server: alma-rhcsa-2.lab). Chaque rôle devient un groupe Ansible lab_<role> (en plus de lab_target) ciblable par setup/solution/cleanup — labs serveur/client sans FQDN en dur. Validé au runtime contre l'inventory. Rétro-compatible. Bump 0.1.3.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(runtime): labs multi-hôtes via runtime.targets[].roles (#6)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-15T16:13:48Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "aae19eb5961ccc4cdc956707e1b98534f48e57a9",
          "body": "…init) (#5)\n\nprovision ne rend la main qu'une fois chaque hôte réellement prêt (sshd, compte\nstudent, cloud-init terminé) — supprime l'échec « unreachable » du premier\ndsoxlab run juste après le provisioning. Testé de bout en bout.\n\nfix(version): __version__ lu depuis les métadonnées du paquet (fini le 0.1.0\nfigé). Bump 0.1.2 + CHANGELOG EN/FR.",
          "is_bot": false,
          "headline": "feat(provision): attendre que les VMs soient joignables (SSH + cloud-…",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-15T15:24:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "093069e76cfa705dd984294c82daa0f7163f4e06",
          "body": "- .plumber.yaml : codeOwnerApprovalRequired false (mainteneur unique) → ISSUE-505\n  résolue, score de nouveau à 100\n- .github/FUNDING.yml : bouton Sponsor Ko-fi (stephanerobert89902)\n- release.yml : nouveau job github_release qui crée la release GitHub à chaque\n  tag v* (après succès PyPI), notes tirées du CHANGELOG, wheel + sdist attachés",
          "is_bot": false,
          "headline": "chore(ci): Plumber solo + Ko-fi + release GitHub automatique (#4)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-15T14:31:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "19b88a297650271640433407082e1ef890cc4eb0",
          "body": "…o-fi (#3)\n\n- .plumber.yaml : codeOwnerApprovalRequired false (dépôt solo, pas de\n  code owner à faire approuver) → résout ISSUE-505, score de nouveau à 100\n- .github/FUNDING.yml : bouton Sponsor Ko-fi (stephanerobert89902)",
          "is_bot": false,
          "headline": "chore(ci): relâche l'exigence code owner (mainteneur solo) + bouton K…",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-15T14:24:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39e0df9b93f14ebbaa806a5ab99e7150255d9dd4",
          "body": "`provision --host X` pulled the whole extra-volume for_each through\nterraform -target and created the additional disk of *other* hosts;\n`destroy --host X` left that host's own disk behind.\n\n- Add a `target_hosts` Terraform variable that scopes the extra-volume\n  for_each (and the instance's extra de\n[…]\nst (no orphan), provision + destroy\nof a host with an extra disk (created/attached/removed in order), full destroy\n(pool untouched).\n\nCloses #1\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(incus): scope --host to the targeted host's extra disk (#1) (#2)",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-15T11:28:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d0b305841e4f284bf723b2dc6019bdad9b7fc31c",
          "body": "docs/demo.tape records dsoxlab (version, list-labs, show) against a lab\ncatalog; docs/demo.gif is embedded at the top of both READMEs via an absolute\nraw URL so it renders on GitHub and PyPI.",
          "is_bot": false,
          "headline": "docs: add a VHS terminal demo to the READMEs",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-15T09:40:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb141d009e513ce431e2fe177c96885aeedded1d",
          "body": "Labs live in separate repositories; the quickstart now shows cloning a lab\ncatalog (linux-dsoxlab-training) before invoking dsoxlab, in both languages.",
          "is_bot": false,
          "headline": "docs: clone the lab catalog before running the quickstart",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-15T09:33:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "087365e2cce095b70eb09ead214f2467e128def7",
          "body": "Add French versions of CONTRIBUTING, CODE_OF_CONDUCT, SECURITY, RELEASING and\nCHANGELOG, with a language switcher on each English document and matching\nFrench links from README.fr.md.",
          "is_bot": false,
          "headline": "docs: publish all documentation in English and French",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-15T08:55:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ea59e32d6427a8bc7c01473628dfacaf2c1874f",
          "body": "zizmor now runs first; the quality matrix and CodeQL depend on it (needs:),\nso an insecure workflow fails fast without spending runners on the heavy jobs.",
          "is_bot": false,
          "headline": "ci: make zizmor a fast security gate before quality and CodeQL",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-15T08:51:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e851fd74bd6be6f86bb42a16b363c1676ef2db07",
          "body": "CodeQL moves into ci.yml as a job gated on zizmor (needs:), so it no longer\nlives in its own workflow.",
          "is_bot": false,
          "headline": "ci: fold CodeQL into ci.yml behind the zizmor gate",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
          "committed_at": "2026-07-15T08:50:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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          "body": "Verifying branch protection needs Administration:read, which must never be\nexposed to pull_request runs (fork PRs especially). Plumber now runs only on\npush to main / schedule / manual dispatch, reads its privileged token from the\nprotected 'security' environment (restricted to main), and enforces the full\n100% threshold — branch protection included. Pull requests stay gated by\nzizmor (no secrets) in ci.yml.",
          "is_bot": false,
          "headline": "ci(plumber): run only in trusted context with a protected token",
          "author_name": "Stéphane ROBERT",
          "author_login": "stephrobert",
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          "is_coding_agent": false
        },
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          "body": "…verify\n\nThe default GITHUB_TOKEN lacks Administration:read, so Plumber under-reads\nmain's protection (it reports codeOwnerApprovalRequired=false though it is\nenforced). Branch protection is audited by OpenSSF Scorecard instead; Plumber\nkeeps gating the workflow controls at 100%.",
          "is_bot": false,
          "headline": "ci(plumber): skip branch-protection control the workflow token can't …",
          "author_name": "Stéphane ROBERT",
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          "is_coding_agent": false
        },
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          "body": "- codeql.yml: CodeQL analysis of the Python sources, recognized by the\n  OpenSSF Scorecard SAST check and surfaced in the Security tab.\n- release.yml: attest build provenance for the wheel and sdist so the\n  artifacts are verifiable with 'gh attestation verify' / slsa-verifier,\n  in addition to the PEP 740 attestations recorded on PyPI.",
          "is_bot": false,
          "headline": "ci: add CodeQL SAST and SLSA build provenance for releases",
          "author_name": "Stéphane ROBERT",
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          "body": "zizmor's dependabot-cooldown audit (and Plumber's equivalent policy) flag a\nDependabot config with no cooldown: a compromised release is usually yanked\nwithin days, so waiting before proposing brand-new versions shrinks the\nexposure window.",
          "is_bot": false,
          "headline": "ci: add Dependabot cooldown to harden the supply chain",
          "author_name": "Stéphane ROBERT",
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          "body": "dsoxlab is a domain-agnostic CLI framework that drives hands-on learning\nlabs across multiple repositories through a declarative meta.yml + lab.yaml\ncontract.\n\nHighlights:\n- Typer CLI with catalog discovery, three runtimes (shell, incus, kvm) and\n  Terraform/cloud-init provisioning templates (incus,\n[…]\nd with SLSA\n  attestation verification and published compliance score.\n- scorecard.yml: OpenSSF Scorecard supply-chain posture.\n- release.yml: PyPI Trusted Publishing (OIDC) with PEP 740 attestations.",
          "is_bot": false,
          "headline": "Initial public release",
          "author_name": "Stéphane ROBERT",
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              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "2/52 weeks with commits",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 2
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                "max_points": 36
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              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "52 commits in the last year",
                "points": 15.5,
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                    "code": "commits_last_year",
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                      "count": 52
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                "max_points": 18
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                "key": "openssf_scorecard_maintained",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "release_discipline",
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            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "releases_count": 34,
              "latest_release_tag": "v0.1.34",
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              "days_since_latest_release": 0,
              "mean_days_between_releases": 0.4
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            "components": [
              {
                "key": "ships_releases",
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                "detail": "34 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
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                      "count": 34
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                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
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                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
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                      "days": 0
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                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~0.4 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 0.4
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                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "5 out of the last 5 releases have a total of 5 signed artifacts.",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "abandonment",
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            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
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              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
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              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
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            "components": [
              {
                "key": "project_is_still_maintained",
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                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 59,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "at_risk",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 31,
            "inputs": {
              "forks": 3,
              "stars": 55,
              "watchers": 0,
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              "growth_factor_pct": 100,
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            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "55 stars",
                "points": 28.1,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 55
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "3 forks",
                "points": 2.5,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
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                      "count": 3
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "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"
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "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",
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                "points": 6.3,
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                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
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            "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"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 59,
            "inputs": {
              "packages": [
                "dsoxlab"
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 3355
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "3,355 downloads/month across pypi",
                "points": 47,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 3355,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "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": 62,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
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                      "count": 1
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 100
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "merged_prs": 44,
              "open_issues": 0,
              "closed_issues": 1,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "44/44 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
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                      "merged": 44,
                      "decided": 44
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                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/29 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 69,
            "inputs": {
              "followers": 1120,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "stephrobert",
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              "account_age_days": 5606
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            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
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                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
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                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
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                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,120 followers of stephrobert",
                "points": 21.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1120,
                      "login": "stephrobert"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "38 public repos, account ~15 yr old",
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                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 38
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 15
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                  }
                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "dsoxlab"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "32 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 32
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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": {}
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
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        "name": "Engineering Quality",
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        "weight": 0.2,
        "metrics": [
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            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
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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",
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                "points": 16,
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                "details": [],
                "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",
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                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [
                "ansible",
                "cli",
                "devops",
                "devsecops",
                "education",
                "labs",
                "python",
                "rhcsa",
                "terraform",
                "training"
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              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
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            "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",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
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                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
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                      "count": 10
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
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        "name": "Security",
        "value": 84,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 80,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 8
            },
            "components": [
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                "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": "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": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
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                "status": "met",
                "details": [],
                "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 0/29 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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 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": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "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": "all dependencies are pinned",
                "points": 5,
                "status": "met",
                "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": "5 out of the last 5 releases have a total of 5 signed artifacts.",
                "points": 7.5,
                "status": "met",
                "details": [],
                "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 39 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 39
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 39,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 39,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 67,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "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": "53 of 53 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 53,
                      "sampled": 53
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "src/dsoxlab/py.typed"
              ],
              "agent_commit_share": 0.389,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.019
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "src/dsoxlab/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "src/dsoxlab/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "21 of the last 54 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 21,
                      "sampled": 54
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "1 of the last 54 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 1,
                      "sampled": 54
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 82882,
              "source_files_sampled": 63,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (src/dsoxlab/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "src/dsoxlab/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/63 source files over 60KB",
                "points": 54.1,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 63,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:dsoxlab@0.1.34; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T06:49:52.303598Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/stephrobert/dsoxlab.svg",
  "full_name": "stephrobert/dsoxlab",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

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