Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-28 10:16 UTC

Geocodio / geocodio-library-python

geocod.io Python library

PythonMIT★ 4 Sterne⑂ 5 Forksseit Apr. 2025Auf GitHub ansehen ↗

Geocodio/geocodio-library-python erreicht einen Gesundheitsindex von 57 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (72/100) ab, am schwächsten bei Community & Adoption (39/100). Zuletzt vor 11 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

57
gesamt / 100
Mittel

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.

57
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

GeocodioOrganisation
10 Follower35 öffentliche Reposseit Feb. 2014

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIgeocodio-library-python1.0.04.6328vor 52 Tagen

Metriken nach Kategorie

Vitalität

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

72Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
28.8/36Push-Aktualität — letzter Push vor 11 Tagen
6.2/36Commit-Rhythmus — 9/52 Wochen mit Commits
14.9/18Commit-Volumen — 45 Commits im letzten Jahr
4/10OpenSSF Scorecard: Maintained — 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
Verwendete Eingangsdaten
commits_last_year45
human_commit_share1
days_since_last_push11
active_weeks_last_year9

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 11 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 11 Tagen
27/27Release-Rhythmus — ein Release etwa alle 38 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count11
latest_release_tagv1.2.0
releases_from_tagsnein
days_since_latest_release11
mean_days_between_releases38
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

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

39Gefährdet · 18 % des Gesamtindex
Wie die Bewertung erfolgt
7.7/60Stars — 4 Stars
5/25Forks — 5 Forks
2.7/15Watcher — 4 Watcher
Verwendete Eingangsdaten
forks5
stars4
watchers4
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templatenein
Wie die Bewertung erfolgt
48.9/80Downloads pro Monat — 4.632 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesgeocodio-library-python
dependents
ecosystemspypi
total_downloads
monthly_downloads4.632
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?

65Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
8.9/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 60 % der Commits
5.4/13.5Breite der Beitragenden — 4 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor1
contributors_sampled4
top_contributor_share0,605
Wie die Bewertung erfolgt
46.8/46.8Issue-Lösungsquote — 100 % der Issues geschlossen
29.6/38.3PR-Annahme — 17/22 entschiedene PRs gemergt
1.5/15OpenSSF Scorecard: Code-Review — Found 4/21 approved changesets -- score normalized to 1
Verwendete Eingangsdaten
merged_prs17
open_issues0
closed_issues7
issue_closed_ratio1
closed_unmerged_prs5
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
7.5/25Reichweite des Inhabers — 10 Follower von Geocodio
23.3/25Kontohistorie — 35 öffentliche Repos, Kontoalter ca. 12 Jahre
Verwendete Eingangsdaten
followers10
owner_typeOrganization
is_verified
owner_loginGeocodio
public_repos35
account_age_days4.551

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 52 Tagen
20/20Versionshistorie — 8 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesgeocodio-library-python
ecosystemspypi
any_deprecatednein
min_days_since_publish52

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

54Mittel · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 2 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
16/20OpenSSF Scorecard: CI-Tests — 7 out of 8 merged PRs checked by a CI test -- score normalized to 8
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

40Gefährdet
Wie die Bewertung erfolgt
30/30README
0/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
10/10Repository-Beschreibung
0/10Topics
0/10Wiki
Verwendete Eingangsdaten
topics
has_wikinein
homepage
has_readmeja
has_docs_dirnein
has_descriptionja

Sicherheit

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

46Gefährdet · 16 % des Gesamtindex

Sicherheitslage

33Gefährdet
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2/2.5CI-Tests — 7 out of 8 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 4/21 approved changesets -- score normalized to 1
2.5/2.5Contributors — project has 5 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
3/7.5Maintained — 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
0/5Packaging — keine Daten
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
2.2/7.5Vulnerabilities — 7 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3,3
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
25/25Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories0
affected_packages0
assessed_packages6
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:geocodio-library-python@1.0.0 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 6 Paketen. 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.

44Gefährdet · 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 — 87 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,87
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
10/10Reproduzierbare Umgebung — lockfile
10/10Belegte Agentenpraxis — 6 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesuv.lock
has_dockerfilenein
typed_languagenein
bootstrap_files
has_devcontainernein
has_linter_confignein
typecheck_configs
agent_commit_share0,06
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
55/55Handhabbare Dateigrößen — 0/26 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes54.413
source_files_sampled26
oversized_source_files0

Eckdaten

4GitHub-Sterne
4Mitwirkende
45Commits, letzte 12 Monate
11Tage seit letztem Push
11Releases
1Bus-Faktor
0offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 5 ⇿
0Sterne
5Forks
8Releases

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.

12345512025-102026-032026-07
Major 1Minor 6Patch 1
OpenSSF Scorecard 3.3 / 10
3.3Gesamtwert

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 · 2026-07-28 10:16 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
8CI-Tests7 out of 8 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 4/21 approved changesets -- score normalized to 1
10Contributorsproject has 5 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
4Maintained5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
k. A.Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
3Vulnerabilities7 existing vulnerabilities detected
Direkte Abhängigkeiten 1
RegistryPaketVersionsvorgabeManifest
PyPIhttpx>=0.24.0pyproject.toml
Alle Abhängigkeiten nicht erhoben

Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Abhängigkeits-Advisories 0

Die Installation von pypi:geocodio-library-python@1.0.0 zieht 6 Pakete nach sich, direkt und transitiv: 0 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.

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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          "headline": "chore: prepare release v0.5.1",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2026-02-18T11:04:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1e7d7ab7518a2b557bdccb3e849789243c48b566",
          "body": "The API now returns state_legislative_districts as a dict with\nhouse/senate keys containing legislator info, but the parser only\nchecked for the \"stateleg\" key and expected a flat list. This caused\nall stateleg data to silently land in extras as None.\n\nAdd _parse_stateleg helper that handles both the new dict format\nand legacy flat list format, and check for both \"stateleg\" and\n\"state_legislative_districts\" response keys.",
          "is_bot": false,
          "headline": "fix(parser): handle new state legislative district response structure",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2026-02-18T10:59:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94629c1a40b843fa6f41f0599f69e42e43f615ac",
          "body": null,
          "is_bot": false,
          "headline": "fix: update version in pyproject.toml to 0.5.0",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2026-01-06T11:08:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3979c7f249c2254488b8129c8459e55488ebd36c",
          "body": "* feat(distance): add Distance API support\n\nAdd full Distance API support matching the PHP SDK implementation:\n\n- Add Coordinate class for flexible coordinate input formats (string, tuple, dict)\n- Add distance() method for single origin to multiple destinations (GET)\n- Add distance_matrix() method f\n[…]\n): remove unused f-string prefixes\n\n* chore: prepare release v0.5.0\n\n- Bump version to 0.5.0\n- Update CHANGELOG with Distance API features\n\n---------\n\nCo-authored-by: Mathias Hansen <me@codemonkey.io>",
          "is_bot": false,
          "headline": "feat(distance): add Distance API support (#21)",
          "author_name": "Sylvester Damgaard",
          "author_login": "sylvesterdamgaard",
          "committed_at": "2026-01-06T10:56:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "939c0beb662e3d4fb9592fc6f97a2ba9e4d35c7d",
          "body": "fix(parser): support nested field structures with backward compatibility",
          "is_bot": false,
          "headline": "Merge pull request #18 from Geocodio/fix/nested-field-parsing",
          "author_name": "Sylvester Damgaard",
          "author_login": "sylvesterdamgaard",
          "committed_at": "2025-11-19T16:23:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee94771ce92095d40223b4792588ed27206c1d0c",
          "body": "The test was checking for non-existent fields:\n- zip4.zip4 → zip4.plus4\n- zip4.delivery_point → zip4.city_delivery\n\nAlso added validation for zip9 and valid_delivery_area fields\nto match the actual API response structure.\n\nVerified with real API - test now passes.",
          "is_bot": false,
          "headline": "fix(tests): correct ZIP4Data field names in E2E test",
          "author_name": "Sylvester Damgaard",
          "author_login": "sylvesterdamgaard",
          "committed_at": "2025-11-19T13:47:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af65377750419f640ab5bed192d13ab9d2cad182",
          "body": "API changed response format from flat to nested structure for several fields:\n- Census: census2010: {...} → census: {2010: {...}}\n- ACS: acs-demographics: {...} → acs: {demographics: {...}}\n- School districts: school: [...] → school_districts: {elementary: {...}}\n\nAdditionally, census field names ch\n[…]\n\n- census2031+ years work automatically without code changes\n- cd120+ congressional districts work automatically\n- Unknown API fields captured in extras dict\n\nFixes #15\nFixes #16\nCloses #14\nCloses #17",
          "is_bot": false,
          "headline": "fix(parser): support nested field structures with backward compatibility",
          "author_name": "Sylvester Damgaard",
          "author_login": "sylvesterdamgaard",
          "committed_at": "2025-11-19T13:37:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a71fbbb79b8965e274850a5c2f3831f2dccceb57",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to 0.3.0",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-10-24T09:04:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b74f92e1c3456db15c775dfbb0e5ffd28ec3fdb",
          "body": "Fix: Census field appends not included in response",
          "is_bot": false,
          "headline": "Merge pull request #13 from Geocodio/fix/census-field-appends-issue-12",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-10-24T08:59:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0eb5dcc064aa6a1f61339d689f5b82813a815995",
          "body": "Replace hardcoded census year parsing (census2010, census2020, census2023)\nwith dynamic detection and parsing of any census field returned by the API.\n\nChanges:\n- Modified _parse_fields() to automatically detect and parse any field\n  matching the pattern \"census\" + digits (e.g., census2024, census20\n[…]\nre-proof: new census years only require adding a field definition\n  to GeocodioFields, no changes needed to parsing logic\n- Maintains backwards compatibility with all existing census fields\n\nFixes #12",
          "is_bot": false,
          "headline": "fix: dynamically parse all census field appends",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-10-23T13:51:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0a06fca1700963e64d5ecde438477b709bfbcced",
          "body": "Add test case to verify that all census year fields (census2010,\ncensus2020, census2023, census2024) are properly parsed and included\nin the response.\n\nThis test currently demonstrates the bug where census2024 and other\nyears beyond 2023 are not being parsed even though the API returns\nthem.\n\nRelates to #12",
          "is_bot": false,
          "headline": "test: add test for census field appends",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-10-23T13:50:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e33e911e9aca3fe9e89661c303bb73f42edda82e",
          "body": "- Bump version to 0.2.0\n- Update CHANGELOG with breaking change notes\n- Document migration guide for GeocodioClient to Geocodio rename",
          "is_bot": false,
          "headline": "chore: prepare release v0.2.0",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T16:01:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e2a981f93f88e21a8171875b2f1e5b8db7504d30",
          "body": "refactor!: Rename GeocodioClient to Geocodio",
          "is_bot": false,
          "headline": "Merge pull request #11 from Geocodio/refactor/rename-client-to-geocodio",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T15:59:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ca2d4b09745b0d7c138bcbe1fd1c0d5baa8ec63",
          "body": "Update all code examples and documentation in README to reflect the renamed class.",
          "is_bot": false,
          "headline": "docs: update README examples to use Geocodio class name",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T15:56:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0835d0b524bce75643c8cead0d8bdf48646b6420",
          "body": "Update all test files and smoke tests to import and use the new Geocodio class name instead of GeocodioClient.",
          "is_bot": false,
          "headline": "test: update tests to use renamed Geocodio class",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T15:56:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "559a88c8369f2d2aafa23b9067c1fc8eb1c545f5",
          "body": "BREAKING CHANGE: The main client class has been renamed from GeocodioClient to Geocodio for simplicity and consistency with other SDKs.\n\nMigration guide:\n- Change imports from `from geocodio import GeocodioClient` to `from geocodio import Geocodio`\n- Update instantiation from `client = GeocodioClient(...)` to `client = Geocodio(...)`",
          "is_bot": false,
          "headline": "refactor\\!: rename GeocodioClient to Geocodio",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T15:56:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4713a68ccae569086e42cc349733d67b6caf9a65",
          "body": null,
          "is_bot": false,
          "headline": "docs: Moved development installation to the bottom of the README",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T14:34:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "534f12dee14447192e07e5d892ab705cd9d7fa94",
          "body": "Resolved flake8 W292 warning by ensuring the file ends with a newline character.",
          "is_bot": false,
          "headline": "fix: add missing newline at end of _version.py file",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T14:32:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c563d04ad4cf0e034181ccdf9d3f2bf65b39ea8e",
          "body": null,
          "is_bot": false,
          "headline": "chore: prepare release v0.1.0",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T14:25:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "81a0aed95c4d4879b7b8b2c3789d3073f58d042f",
          "body": "feat: Add user-agent header to all API requests",
          "is_bot": false,
          "headline": "Merge pull request #10 from Geocodio/feat/add-user-agent-header",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T14:19:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb185aed695f176fe6686765491a0cab75eab47e",
          "body": "- Create centralized version management in _version.py\n- Add USER_AGENT constant with format 'geocodio-library-python/{version}'\n- Include User-Agent header in all HTTP requests via _request() method\n- Add comprehensive test coverage for user-agent header verification",
          "is_bot": false,
          "headline": "feat(client): add user-agent header to all API requests",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T14:11:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cb1433a524a23aec4c0c422b603440c9bf0a10be",
          "body": "refactor: use Authorization header for API authentication",
          "is_bot": false,
          "headline": "Merge pull request #9 from Geocodio/refactor/auth-header-authentication",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T14:06:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a1ca43ae2335908c26d18a276c99a3f153ab95c",
          "body": "Update all test mocks to match the new authentication implementation\nusing Authorization headers instead of query parameters.\n\n- Update httpx_mock fixtures to use match_headers with Bearer token\n- Remove api_key from query parameter expectations in all test files\n- Ensure all error mapping and geocoding tests pass with new auth format",
          "is_bot": false,
          "headline": "test: update mocks to expect Authorization header",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T14:04:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c2f16d2b591affffb730bf3de30c7819d88f971f",
          "body": "…API key\n\nMigrate API key authentication from query parameters to Authorization header\nfollowing security best practices and Geocodio API documentation recommendations.\nThis reduces code duplication by centralizing auth header injection in the\n_request method.\n\n- Add Authorization header with Bearer\n[…]\nemove redundant api_key parameter initialization from all API methods\n- Make params parameter optional in _request method (defaults to empty dict)\n- Remove TODO comment about repeated API key handling",
          "is_bot": false,
          "headline": "refactor(auth): use Authorization header instead of query params for …",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T14:03:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "57c4ae5678baa90da8f620a0ab1cccd85d27d068",
          "body": "Add documentation showing how to use the library with Geocodio Enterprise\nby passing api.enterprise.geocod.io as the hostname parameter.",
          "is_bot": false,
          "headline": "docs: add Geocodio Enterprise usage section to README",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T14:01:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9fbbe6ced8ae0d5e5f9f8a309dca9b74757520b9",
          "body": "feat: Update to Geocodio API v1.9",
          "is_bot": false,
          "headline": "Merge pull request #8 from Geocodio/feat/update-api-v1.9",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T13:56:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fffd2847ff6a2de23ef0562be7fab8144ccb9c96",
          "body": "- Update API base path from v1.8 to v1.9 in client\n- Update all test URLs to use v1.9 endpoints\n- Update smoke test logging to reflect v1.9",
          "is_bot": false,
          "headline": "feat: update to Geocodio API v1.9",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T13:53:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3bf342e8c145769e4ff1cf58dcb6bc2f85c42a82",
          "body": "feat(client): add configurable timeout support for all API operations",
          "is_bot": false,
          "headline": "Merge pull request #7 from Geocodio/feat/configurable-timeouts",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T13:41:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "60e0305e9e1b82e1ef239b1a8bd04baa75711b77",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into feat/configurable-timeouts",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T13:41:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "74d7ee4da91671169e86bccc82ff816268cc0adf",
          "body": "Fix batch reverse geocoding coordinate format",
          "is_bot": false,
          "headline": "Merge pull request #6 from Geocodio/fix/batch-reverse-geocoding",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T13:39:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b54a08b6fd7a1627edb46119fa8281bc63b3bcce",
          "body": "- Add configurable timeouts for single, batch, and list API operations\n- Default timeouts: 5s (single), 30min (batch), 60s (list API)\n- Users can override defaults via GeocodioClient constructor\n- Pass appropriate timeout from each method to _request()",
          "is_bot": false,
          "headline": "feat(client): add configurable timeout support for all API operations",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T13:05:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "979fc6f10067e019daed424b18c96b3f72f9d774",
          "body": "Increased the HTTP request timeout from 30 to 60 seconds to handle\nDELETE operations on the lists API that can take longer for large lists.\nThis resolves the ReadTimeout errors occurring in the GitHub Actions CI.",
          "is_bot": false,
          "headline": "fix(client): increase HTTP timeout to prevent test failures",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T12:53:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c05f6c5b87e6056181c804dad06b5c763f1db0d1",
          "body": "The library was sending coordinates in incorrect format for batch reverse\ngeocoding operations, causing API errors. Coordinates are now properly\nconverted to strings before sending to the API.\n\n- Convert tuple coordinates to comma-separated strings\n- Send coordinates as plain array instead of wrapped object\n- Support mixed input formats (tuples and strings)",
          "is_bot": false,
          "headline": "fix(reverse): fix batch reverse geocoding coordinate format",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T12:19:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "31a3abc1fd8d2720864d93d0d16eecca6d4776c8",
          "body": "Corrected the import statements for exception classes to properly\nimport from geocodio.exceptions module instead of the main geocodio\nmodule. This ensures the code examples work correctly.",
          "is_bot": false,
          "headline": "docs: fix error handling import statements in README",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T12:18:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c6c6c2cfb88ff643c03c22d58269d10b213b4d5",
          "body": null,
          "is_bot": false,
          "headline": "fix: Update license",
          "author_name": "Mathias Hansen",
          "author_login": "MiniCodeMonkey",
          "committed_at": "2025-08-08T11:50:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7662863062283167eafc4169cff6d9033904079f",
          "body": "Enhance GitHub Actions workflows for publishing",
          "is_bot": false,
          "headline": "Merge pull request #5 from Geocodio/hotfix/publish-workflow",
          "author_name": "Ed Finkler",
          "author_login": "funkatron",
          "committed_at": "2025-07-01T21:13:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d616412a5b0507c10149d04f2470f839d291bd1d",
          "body": "- Add push triggers for main, hotfix, and release branches in publish.yml\n- Introduce test-act-event-ci.json and test-act-event-publish.json for local workflow testing with act, enabling version and publish target inputs",
          "is_bot": false,
          "headline": "Enhance GitHub Actions workflows for publishing",
          "author_name": "Ed Finkler",
          "author_login": "funkatron",
          "committed_at": "2025-07-01T21:12:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8dbf4665d5a4ae09c6d8d2a6b20a9526ef5fbbf",
          "body": "Feature/ci pipeline tasks",
          "is_bot": false,
          "headline": "Merge pull request #4 from Geocodio/feature/ci-pipeline-tasks",
          "author_name": "Ed Finkler",
          "author_login": "funkatron",
          "committed_at": "2025-07-01T20:30:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "601d45639fbd680923bf7e7881253d0f18de09a5",
          "body": "- Add tests/test_workflows.py with pytest-based workflow tests\n\n- Test CI and publish workflows using act\n\n- Skip tests in CI environments to avoid Docker-in-Docker conflicts\n\n- Use --container-architecture linux/amd64 for M-series chip compatibility\n\n- Support real TestPyPI tokens when available\n\n- Update README.md with workflow testing setup instructions\n\n- Document prerequisites: act, Docker, and optional TestPyPI token",
          "is_bot": false,
          "headline": "Add workflow testing with act for local development",
          "author_name": "Ed Finkler",
          "author_login": "funkatron",
          "committed_at": "2025-07-01T20:23:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ac47f00b843be0d1880a20bee7a1764a84d1cda",
          "body": "Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Update test_pypi_release.py",
          "author_name": "Ed Finkler",
          "author_login": "funkatron",
          "committed_at": "2025-07-01T20:07:27Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8923d48a66bd8baa94f6611ae4c694b64e77591a",
          "body": "Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Update .github/workflows/ci.yml",
          "author_name": "Ed Finkler",
          "author_login": "funkatron",
          "committed_at": "2025-07-01T20:07:06Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "800bfabec8c73ded9b43545dc8ae102cec9bf9f2",
          "body": null,
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          "headline": "revert: remove CI test line",
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                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 61,
            "inputs": {
              "packages": [
                "geocodio-library-python"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 4632
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "4,632 downloads/month across pypi",
                "points": 48.9,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 4632,
                      "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": 65,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 33,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 4,
              "top_contributor_share": 0.605
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 60% of commits",
                "points": 8.9,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 60
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "4 contributors",
                "points": 5.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "merged_prs": 17,
              "open_issues": 0,
              "closed_issues": 7,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 5
            },
            "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
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "17/22 decided PRs merged",
                "points": 29.6,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 17,
                      "decided": 22
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 4/21 approved changesets -- score normalized to 1",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "followers": 10,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "Geocodio",
              "public_repos": 35,
              "account_age_days": 4551
            },
            "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": "10 followers of Geocodio",
                "points": 7.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 10,
                      "login": "Geocodio"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "35 public repos, account ~12 yr old",
                "points": 23.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 35
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 12
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "geocodio-library-python"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 52
            },
            "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"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 52 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 52
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "8 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 54,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "7 out of 8 merged PRs checked by a CI test -- score normalized to 8",
                "points": 16,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "at_risk",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "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": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 46,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 33,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 3.3
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "7 out of 8 merged PRs checked by a CI test -- score normalized to 8",
                "points": 2,
                "status": "partial",
                "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 4/21 approved changesets -- score normalized to 1",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "7 existing vulnerabilities detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:geocodio-library-python@1.0.0 runtime dependency closure — what installing the published package pulls in — 6 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:geocodio-library-python@1.0.0",
                  "assessed": 6
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 6,
              "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": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "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": 6,
              "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": 8
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 44,
        "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": 0.87,
              "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
              },
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}

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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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