Öffentliches Register
Software-GesundheitsberichtSchema 0.29.0 · Metriken 2.5.0 · 2026-08-02 17:25 UTC

redhuntlabs / antisquat

PythonGPL-3.0★ 56 Sterne⑂ 13 Forksseit Aug. 2023Auf GitHub ansehen ↗

redhuntlabs/antisquat erreicht einen Gesundheitsindex von 12 von 100 und liegt damit im Bereich Kritisch. Am stärksten schneidet es bei Sustainability & Governance (54/100) ab, am schwächsten bei Vitality (1/100). Zuletzt vor 557 Tagen aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.

12
gesamt / 100
Kritisch

Software-Gesundheitsindex

Metriken werden auf einer standardisierten Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr gewichtetes Mittel, kalibriert auf die Verteilung des öffentlichen Registers, sodass die Stufen Perzentilbedeutung tragen; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze Gefährdet von 34.

12
Außergewöhnlich93-100Die Spitzengruppe des Registers (≈ obere 5 %); erfüllt im Wesentlichen alle geprüften Kriterien
Exzellent80-92Durchgehend stark; geringfügige Lücken
Gut65-79Gesund; Lücken sind begrenzt und beherrschbar
Mittel50-64Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Schwach35-49Wesentliche Schwächen in mehreren Bereichen
Gefährdet20-34Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-19Schwerwiegende 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.

Der gewichtete Gesamtwert 30 wird auf der veröffentlichten Indexskala auf 24 kalibriert (Register-Kalibrierung 2026-08-02). Die Richtlinie für Hochrisikojurisdiktionen wendet einen Multiplikator von 50 % auf die gewichtete Gesamtgesundheit an und begrenzt sie auf die Obergrenze Gefährdet von 34.

Eigentümerschaft

RedHunt LabsOrganisation
308 Follower23 öffentliche Reposseit Feb. 2018

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

Metriken nach Kategorie

Vitalität

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

1Kritisch · 21 % des Gesamtindex
Wie die Bewertung erfolgt
0/36Push-Aktualität — letzter Push vor 557 Tagen
0/36Commit-Rhythmus — 0/52 Wochen mit Commits
0/18Commit-Volumen — 0 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — keine Daten
Verwendete Eingangsdaten
commits_last_year0
human_commit_share
days_since_last_push557
active_weeks_last_year0
Wie die Bewertung erfolgt
0/27Liefert Releases aus — keine Releases veröffentlicht
0/36Release-Aktualität — keine Releases
0/27Release-Rhythmus — keine Releases
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count0

Community & Verbreitung

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

43Schwach · 17 % des Gesamtindex
Wie die Bewertung erfolgt
28.2/60Stars — 56 Stars
9/25Forks — 13 Forks
0/15Watcher — 2 Watcher
Verwendete Eingangsdaten
forks13
stars56
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (GPL-3.0)
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
readme_badges0
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
readme_badge_services
has_pull_request_templatenein

Nachhaltigkeit & Governance

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

54Mittel · 23 % des Gesamtindex
Wie die Bewertung erfolgt
25.2/54Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab
12.6/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 44 % der Commits
6.8/13.5Breite der Beitragenden — 5 Beitragende
0/10OpenSSF Scorecard: Contributors — keine Daten
Verwendete Eingangsdaten
bus_factor2
contributors_sampled5
top_contributor_share0,438
Wie die Bewertung erfolgt
0/42Issue-Lösungsquote — 0 % der Issues geschlossen
30/30PR-Annahme — 1/1 entschiedene PRs gemergt
0/13Newcomer PR acceptance — kein PR eines Erstbeitragenden in 30 Tagen entschieden
0/15OpenSSF Scorecard: Code-Review — keine Daten
Verwendete Eingangsdaten
merged_prs1
open_issues1
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio0
closed_unmerged_prs0
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): newcomer_pr_acceptance. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
17.9/25Reichweite des Inhabers — 308 Follower von redhuntlabs
22.1/25Kontohistorie — 23 öffentliche Repos, Kontoalter ca. 8 Jahre
Verwendete Eingangsdaten
followers308
owner_typeOrganization
is_verified
owner_loginredhuntlabs
public_repos23
account_age_days3.090

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

34Gefährdet · 19 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 1 Workflow(s)
0/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — keine Daten
Verwendete Eingangsdaten
has_cija
has_testsnein
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

40Schwach
Wie die Bewertung erfolgt
30/30README
0/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
0/10Repository-Beschreibung
10/10Topics — 1 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsresearch
has_wikinein
homepage
has_readmeja
has_docs_dirnein
has_descriptionnein

Sicherheit

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

21Gefährdet · 16 % des Gesamtindex
Wie die Bewertung erfolgt
0/30Sicherheitsrichtlinie (SECURITY.md)
0/25Dependabot-Konfiguration
0/25Lockfiles für Abhängigkeiten
0/20CodeQL-Workflow
Verwendete Eingangsdaten
sourcefile_signals
lockfiles
manifestsrequirements.txt
has_codeql_workflownein
has_security_policynein
has_dependabot_confignein
high_risk_jurisdiction_cap34
high_risk_jurisdiction_multiplier50
security_posture_after_multiplier1
security_posture_before_jurisdiction1
Die Richtlinie für Hochrisikojurisdiktionen wendet einen Multiplikator von 50 % an und begrenzt die Sicherheitslage auf die Obergrenze Gefährdet von 34.

Abhängigkeits-Advisories

100Außergewöhnlich
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
advisories33
affected_packages4
assessed_packages12
unassessed_packages4
affected_by_severitycritical 1, high 2, moderate 1
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. 12 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. 4 konnten nicht bewertet werden — keine aufgelöste Version, ein nicht unterstütztes Ökosystem oder außerhalb der ausgewiesenen Paketliste. 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? Trägt ein bewusst kleines Gewicht (4 %): Agenten-Tooling ist ein echtes Pflegesignal, doch ein Repository ohne jedes Signal kann weiterhin 100/100 erreichen.

11Kritisch · 4 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
0/40Lesbare Commit-Historie — keine Daten
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
0/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
0/10Reproduzierbare Umgebung
0/10Belegte Agentenpraxis — keine Daten
0/8Automatisierte Wartung — keine Daten
0/10OpenSSF Scorecard: Pinned-Dependencies — keine Daten
Verwendete Eingangsdaten
has_nixnein
has_testsnein
lockfiles
has_dockerfilenein
typed_languagenein
bootstrap_files
has_devcontainernein
has_linter_confignein
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis, Automatisierte Wartung. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
55/55Handhabbare Dateigrößen — 0/9 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes6.177
source_files_sampled9
oversized_source_files0

Eckdaten

56GitHub-Sterne
5Mitwirkende
0Commits, letzte 12 Monate
557Tage seit letztem Push
0Releases
2Bus-Faktor
1offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • OpenSSF Scorecard did not return a usable result (2026/08/02 17:25:14 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 13 ⇿
0Sterne
13Forks

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.

03581013151322023-082024-052025-02

Jeder Punkt umfasst 2 Tage.

Alle Abhängigkeiten 16

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 0 direkte und 16 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIbeautifulsoup44.10.0indirekt
PyPIbeautifulsoup44.8.2indirekt
PyPInltkindirekt
PyPInltk3.8.1indirekt
PyPInumpy1.22.3indirekt
PyPIopenai0.27.8indirekt
PyPIopencv-python4.5.5.64indirekt
PyPIpublicsuffix22.20191221indirekt
PyPIpytesseractindirekt
PyPIpytesseract0.3.9indirekt
PyPIpython-whoisindirekt
PyPIrequests2.31.0indirekt
PyPIselenium4.11.2indirekt
PyPIsentence-transformersindirekt
PyPIwebdriver-manager3.8.5indirekt
PyPIwhois0.9.27indirekt
Abhängigkeits-Advisories 4

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 12 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 4 tragen bekannte Advisories, davon 0 direkte. 4 konnten nicht bewertet werden – keine aufgelöste Version, ein nicht unterstütztes Ökosystem, oder außerhalb der ausgewiesenen Paketliste.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
nltk3.8.1indirektkritisch243.10.0
opencv-python4.5.5.64indirekthoch24.8.1.78
selenium4.11.2indirekthoch14.14.0
requests2.31.0indirektmittel62.33.0

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
{
  "data": {
    "repo": {
      "topics": [
        "research"
      ],
      "is_fork": false,
      "size_kb": 357,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "Python": 26808
      },
      "pushed_at": "2025-01-22T10:48:26Z",
      "created_at": "2023-08-07T03:03:03Z",
      "owner_type": "Organization",
      "updated_at": "2025-11-19T11:37:09Z",
      "description": null,
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "GPL-3.0",
      "default_branch": "main",
      "license_spdx_raw": "GPL-3.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://redhuntlabs.com",
      "name": "RedHunt Labs",
      "type": "Organization",
      "login": "redhuntlabs",
      "company": null,
      "location": "United Kingdom",
      "followers": 308,
      "avatar_url": "https://avatars.githubusercontent.com/u/36505047?v=4",
      "created_at": "2018-02-15T12:08:15Z",
      "is_verified": null,
      "public_repos": 23,
      "account_age_days": 3090
    },
    "license": {
      "state": "standard",
      "spdx_id": "GPL-3.0",
      "raw_spdx": "GPL-3.0",
      "file_present": true,
      "scorecard_found": null,
      "profile_has_license": true
    },
    "activity": {
      "releases": [],
      "recent_commits": [
        {
          "oid": "c9d1beecd85645dd53e0d22a05004edeb7ea3377",
          "body": null,
          "is_bot": false,
          "headline": "Add Semgrep CI",
          "author_name": "semgrep.dev on behalf of @KunalAggarwal",
          "author_login": "semgrep-bot",
          "committed_at": "2025-01-22T10:48:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c490ccb8d921d22daca4d2e32d4d8004ec8e3cea",
          "body": null,
          "is_bot": false,
          "headline": "Create LICENSE",
          "author_name": "Owais Shaikh",
          "author_login": "0x4f53",
          "committed_at": "2023-08-09T09:06:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c98e0313f4502e8dc1490cec6a828e00a8eb7ff5",
          "body": null,
          "is_bot": false,
          "headline": "Update domains.txt",
          "author_name": "Owais Shaikh",
          "author_login": "0x4f53",
          "committed_at": "2023-08-09T08:48:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68e02339e007347261f4e77c82937345dfc7f4ef",
          "body": null,
          "is_bot": false,
          "headline": "Updated domains.txt",
          "author_name": "Owais Shaikh",
          "author_login": "owais-redhunt",
          "committed_at": "2023-08-09T08:41:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "18aa59b4cb4e5d50b3699eb40468b44b9c77ec04",
          "body": "Update readme.md",
          "is_bot": false,
          "headline": "Merge pull request #1 from umair9747/main-1",
          "author_name": "umair-rhl",
          "author_login": "umair-rhl",
          "committed_at": "2023-08-08T16:19:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97e60ded5d4b4fff645869dbae945b1456b08a03",
          "body": null,
          "is_bot": false,
          "headline": "Update readme.md",
          "author_name": "Umair",
          "author_login": "umair9747",
          "committed_at": "2023-08-08T16:19:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "54b3a76487731058836d8dfcffde424280f97fb5",
          "body": null,
          "is_bot": false,
          "headline": "Update readme.md",
          "author_name": "Umair",
          "author_login": "umair9747",
          "committed_at": "2023-08-08T12:43:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d27e7b7dac17c09d5cac13e2dc1ce72f0e183fa",
          "body": null,
          "is_bot": false,
          "headline": "Update readme.md",
          "author_name": "Umair",
          "author_login": "umair9747",
          "committed_at": "2023-08-08T12:41:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1604bdaa9b06a33cb22492fd91f14f8d8c0107a",
          "body": null,
          "is_bot": false,
          "headline": "Update readme.md",
          "author_name": "Umair",
          "author_login": "umair9747",
          "committed_at": "2023-08-08T11:47:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32a1703d6bbf05f7693f08ecb8896fcf25ffcdaf",
          "body": null,
          "is_bot": false,
          "headline": "Add files via upload",
          "author_name": "Umair",
          "author_login": "umair9747",
          "committed_at": "2023-08-08T11:46:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1fedf5a5a4954e4254723aa3ae8bcfb0624b38a1",
          "body": null,
          "is_bot": false,
          "headline": "Update readme.md",
          "author_name": "Umair",
          "author_login": "umair9747",
          "committed_at": "2023-08-08T09:58:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8836a8bba2829630878e74be4a6f709b8183e809",
          "body": null,
          "is_bot": false,
          "headline": "Update readme.md",
          "author_name": "Umair",
          "author_login": "umair9747",
          "committed_at": "2023-08-08T09:54:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5f989d77bcd4aacafacd39bb6da5fb188f2597bb",
          "body": null,
          "is_bot": false,
          "headline": "updated readme",
          "author_name": "Owais Shaikh",
          "author_login": "owais-redhunt",
          "committed_at": "2023-08-07T03:18:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2e3ea11d3b4c0caea743c92630ca14bcd592de6",
          "body": null,
          "is_bot": false,
          "headline": "added readme.md",
          "author_name": "Owais Shaikh",
          "author_login": "owais-redhunt",
          "committed_at": "2023-08-07T03:15:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5903ccd7a0e334a08f6411a82d3b3224e768d61e",
          "body": null,
          "is_bot": false,
          "headline": "readme.md",
          "author_name": "Owais Shaikh",
          "author_login": "owais-redhunt",
          "committed_at": "2023-08-07T03:11:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c0ce9503b4cdcd6057fc15953c0963da44224dc7",
          "body": null,
          "is_bot": false,
          "headline": "uploaded project",
          "author_name": "Owais Shaikh",
          "author_login": "owais-redhunt",
          "committed_at": "2023-08-07T03:06:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 0,
      "commits_last_year": 0,
      "latest_release_at": null,
      "latest_release_tag": null,
      "releases_from_tags": false,
      "days_since_last_push": 557,
      "active_weeks_last_year": 0,
      "days_since_latest_release": null,
      "mean_days_between_releases": null
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "readme_badges": {
        "hosts": [],
        "total": 0,
        "header": 0,
        "collected": true,
        "has_inspect_badge": false
      },
      "has_description": false,
      "has_contributing": false,
      "health_percentage": 25,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": []
    },
    "popularity": {
      "forks": 13,
      "stars": 56,
      "watchers": 2,
      "fork_history": {
        "days": [
          {
            "date": "2023-08-08",
            "count": 1
          },
          {
            "date": "2023-08-10",
            "count": 1
          },
          {
            "date": "2023-08-14",
            "count": 1
          },
          {
            "date": "2023-08-23",
            "count": 1
          },
          {
            "date": "2023-12-14",
            "count": 1
          },
          {
            "date": "2024-01-25",
            "count": 1
          },
          {
            "date": "2024-01-26",
            "count": 1
          },
          {
            "date": "2024-01-28",
            "count": 1
          },
          {
            "date": "2024-01-29",
            "count": 1
          },
          {
            "date": "2025-02-22",
            "count": 1
          },
          {
            "date": "2025-02-23",
            "count": 1
          },
          {
            "date": "2025-02-24",
            "count": 2
          }
        ],
        "complete": true,
        "collected": 13,
        "total_forks": 13
      },
      "star_history": null,
      "open_issues_and_prs": 1
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 6177,
      "source_files_sampled": 9,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "requirements.txt"
      ],
      "advisories": {
        "error": null,
        "scope": "repository_graph",
        "source": "osv",
        "findings": [
          {
            "name": "nltk",
            "direct": false,
            "version": "3.8.1",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 10,
            "advisory_ids": [
              "GHSA-469j-vmhf-r6v7",
              "GHSA-68j8-pq59-fqgm",
              "GHSA-6hm5-jgcp-p838",
              "GHSA-7p94-766c-hgjp",
              "GHSA-cgvx-9447-vcch",
              "GHSA-fg7f-2386-8897",
              "GHSA-gfwx-w7gr-fvh7",
              "GHSA-h8wq-7xc4-p3qx",
              "GHSA-jm6w-m3j8-898g",
              "GHSA-p4gq-832x-fm9v"
            ],
            "fixed_version": "3.10.0",
            "advisory_count": 24,
            "oldest_advisory_days": 765
          },
          {
            "name": "opencv-python",
            "direct": false,
            "version": "4.5.5.64",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 8.8,
            "advisory_ids": [
              "GHSA-qr4w-53vh-m672",
              "PYSEC-2023-183"
            ],
            "fixed_version": "4.8.1.78",
            "advisory_count": 2,
            "oldest_advisory_days": 1037
          },
          {
            "name": "selenium",
            "direct": false,
            "version": "4.11.2",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "PYSEC-2023-206"
            ],
            "fixed_version": "4.14.0",
            "advisory_count": 1,
            "oldest_advisory_days": 1021
          },
          {
            "name": "requests",
            "direct": false,
            "version": "2.31.0",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.6,
            "advisory_ids": [
              "GHSA-9hjg-9r4m-mvj7",
              "GHSA-9wx4-h78v-vm56",
              "GHSA-gc5v-m9x4-r6x2",
              "PYSEC-2026-1872",
              "PYSEC-2026-1873",
              "PYSEC-2026-2275"
            ],
            "fixed_version": "2.33.0",
            "advisory_count": 6,
            "oldest_advisory_days": 803
          }
        ],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {
          "high": 2,
          "critical": 1,
          "moderate": 1
        },
        "advisory_count": 33,
        "affected_count": 4,
        "assessed_count": 12,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 4,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "beautifulsoup4",
            "direct": false,
            "version": "4.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "beautifulsoup4",
            "direct": false,
            "version": "4.8.2",
            "ecosystem": "pypi"
          },
          {
            "name": "nltk",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "nltk",
            "direct": false,
            "version": "3.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "1.22.3",
            "ecosystem": "pypi"
          },
          {
            "name": "openai",
            "direct": false,
            "version": "0.27.8",
            "ecosystem": "pypi"
          },
          {
            "name": "opencv-python",
            "direct": false,
            "version": "4.5.5.64",
            "ecosystem": "pypi"
          },
          {
            "name": "publicsuffix2",
            "direct": false,
            "version": "2.20191221",
            "ecosystem": "pypi"
          },
          {
            "name": "pytesseract",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytesseract",
            "direct": false,
            "version": "0.3.9",
            "ecosystem": "pypi"
          },
          {
            "name": "python-whois",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": false,
            "version": "2.31.0",
            "ecosystem": "pypi"
          },
          {
            "name": "selenium",
            "direct": false,
            "version": "4.11.2",
            "ecosystem": "pypi"
          },
          {
            "name": "sentence-transformers",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "webdriver-manager",
            "direct": false,
            "version": "3.8.5",
            "ecosystem": "pypi"
          },
          {
            "name": "whois",
            "direct": false,
            "version": "0.9.27",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 16,
        "direct_count": 0,
        "indirect_count": 16
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 1,
        "open_issues": 1,
        "closed_ratio": 0,
        "closed_issues": 0,
        "closed_unmerged_prs": 0
      },
      "bus_factor": 2,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "umair9747",
          "commits": 7,
          "avatar_url": "https://avatars.githubusercontent.com/u/29596050?v=4"
        },
        {
          "type": "User",
          "login": "owais-redhunt",
          "commits": 5,
          "avatar_url": "https://avatars.githubusercontent.com/u/103177156?v=4"
        },
        {
          "type": "User",
          "login": "0x4f53",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/71916237?v=4"
        },
        {
          "type": "User",
          "login": "semgrep-bot",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/170460994?v=4"
        },
        {
          "type": "User",
          "login": "umair-rhl",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/98118178?v=4"
        }
      ],
      "contributors_sampled": 5,
      "top_contributor_share": 0.438
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": false,
      "ci_workflows": [
        "semgrep.yml"
      ],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": null,
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "recent_prs": {
        "merged_7d": 0,
        "decided_7d": 0,
        "merged_30d": 0,
        "authors_30d": 0,
        "decided_30d": 0,
        "sample_size": 1,
        "window_days": 30,
        "sample_exhausted": false,
        "authors_probed_30d": 0,
        "newcomer_merged_30d": 0,
        "bot_prs_excluded_30d": 0,
        "newcomer_authors_30d": 0,
        "newcomer_decided_30d": 0
      },
      "ci_last_run_at": "2025-08-03T22:51:08Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2023-08-08T16:19:38Z",
      "ci_last_conclusion": "CANCELLED",
      "oldest_open_issues": [
        {
          "number": 2,
          "created_at": "2025-02-24T07:29:19Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/redhuntlabs/antisquat",
    "host": "github.com",
    "name": "antisquat",
    "owner": "redhuntlabs"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "critical",
      "name": "Overall health",
      "note": "The weighted overall 30 is calibrated to 24 on the published index scale (record calibration 2026-08-02). High-Risk Jurisdiction Policy applies a 50% multiplier to weighted overall health and gives it an At Risk ceiling of 34.",
      "notes": [
        {
          "code": "overall_calibration",
          "params": {
            "raw": 30,
            "calibrated": 24,
            "calibration": "2026-08-02"
          }
        },
        {
          "code": "jurisdiction_overall_adjustment",
          "params": {
            "cap": 34,
            "pct": 50
          }
        }
      ],
      "value": 12,
      "inputs": {
        "security": 21,
        "vitality": 1,
        "community": 43,
        "governance": 54,
        "calibration": "2026-08-02",
        "engineering": 34,
        "ai_readiness": 11,
        "weighted_overall_raw": 30,
        "high_risk_jurisdiction_cap": 34,
        "high_risk_jurisdiction_multiplier": 50,
        "weighted_overall_before_jurisdiction": 24,
        "overall_after_jurisdiction_multiplier": 12
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "critical",
        "name": "Vitality",
        "value": 1,
        "weight": 0.21,
        "metrics": [
          {
            "key": "development_activity",
            "band": "critical",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "commits_last_year": 0,
              "human_commit_share": null,
              "days_since_last_push": 557,
              "active_weeks_last_year": 0
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 557 days ago",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 557
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "0/52 weeks with commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "0 commits in the last year",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "critical",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "releases_count": 0
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "no releases published",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_releases_published",
                    "params": {}
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "no releases",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_releases",
                    "params": {}
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "no releases",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_releases",
                    "params": {}
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "exceptional",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "dormant",
              "guards": [
                "no_open_demand"
              ],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": 0,
              "unanswered_open_issues": 1,
              "days_since_last_merged_pr": 1092,
              "days_since_last_human_commit": 559,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "no human commit for 559 days, with nothing left unanswered; held at dormant by nothing open to answer",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_quiet",
                    "params": {
                      "days": 559
                    }
                  },
                  {
                    "code": "abandonment_guarded",
                    "params": {
                      "guards": "nothing open to answer"
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "weak",
        "name": "Community & Adoption",
        "value": 43,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "weak",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 37,
            "inputs": {
              "forks": 13,
              "stars": 56,
              "watchers": 2,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "56 stars",
                "points": 28.2,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 56
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "13 forks",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "2 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": 0,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (GPL-3.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "GPL-3.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 54,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 5,
              "top_contributor_share": 0.438
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 44% of commits",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 44
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "5 contributors",
                "points": 6.8,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "weak",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 42,
            "inputs": {
              "merged_prs": 1,
              "open_issues": 1,
              "closed_issues": 0,
              "prs_merged_7d": 0,
              "prs_decided_7d": 0,
              "prs_merged_30d": 0,
              "prs_decided_30d": 0,
              "issue_closed_ratio": 0,
              "closed_unmerged_prs": 0,
              "first_time_authors_30d": 0,
              "first_time_prs_merged_30d": 0,
              "first_time_prs_decided_30d": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "0% of issues closed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 0
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "1/1 decided PRs merged",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 1,
                      "decided": 1
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "followers": 308,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "redhuntlabs",
              "public_repos": 23,
              "account_age_days": 3090
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "308 followers of redhuntlabs",
                "points": 17.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 308,
                      "login": "redhuntlabs"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "23 public repos, account ~8 yr old",
                "points": 22.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 23
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "at_risk",
        "name": "Engineering Quality",
        "value": 34,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "at_risk",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 30,
            "inputs": {
              "has_ci": true,
              "has_tests": false,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "weak",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "topics": [
                "research"
              ],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "1 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 21,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "High-Risk Jurisdiction Policy applies a 50% multiplier to Security posture and gives it an At Risk ceiling of 34.",
            "notes": [
              {
                "code": "jurisdiction_posture_adjustment",
                "params": {
                  "cap": 34,
                  "pct": 50
                }
              }
            ],
            "value": 1,
            "inputs": {
              "source": "file_signals",
              "lockfiles": [],
              "manifests": [
                "requirements.txt"
              ],
              "has_codeql_workflow": false,
              "has_security_policy": false,
              "has_dependabot_config": false,
              "high_risk_jurisdiction_cap": 34,
              "high_risk_jurisdiction_multiplier": 50,
              "security_posture_after_multiplier": 1,
              "security_posture_before_jurisdiction": 1
            },
            "components": [
              {
                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
                "name": "Dependabot config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "dependency_lockfiles",
                "name": "Dependency lockfiles",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "codeql_workflow",
                "name": "CodeQL workflow",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "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 12 resolved dependencies against OSV; 4 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 12
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 4
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 33,
              "affected_packages": 4,
              "assessed_packages": 12,
              "unassessed_packages": 4,
              "affected_by_severity": "critical 1, high 2, moderate 1",
              "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": "exceptional",
            "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": 12,
              "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": "moderate",
            "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": 50,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": true,
              "exposures": [
                {
                  "role": "top_contributor",
                  "count": 1,
                  "country": "North Korea"
                }
              ],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 4
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "North Korea: top_contributor (1)",
                "points": 50,
                "status": "partial",
                "details": [
                  {
                    "code": "jurisdiction_exposure",
                    "params": {
                      "role": "top_contributor",
                      "count": 1,
                      "country": "North Korea"
                    }
                  }
                ],
                "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": "critical",
        "name": "AI Readiness",
        "value": 11,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "critical",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 6177,
              "source_files_sampled": 9,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/9 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 9,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [],
      "labels": [],
      "scores": {},
      "primary": null,
      "evidence": [],
      "artifacts": [],
      "confidence": "none",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": false
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "OpenSSF Scorecard did not return a usable result (2026/08/02 17:25:14 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-02T17:25:46.942157Z",
  "schema_version": "0.29.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/redhuntlabs/antisquat.svg",
  "full_name": "redhuntlabs/antisquat",
  "license_state": "standard",
  "license_spdx": "GPL-3.0"
}

Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.

Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v2.5.0, Schema v0.29.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken.