Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 2.3.1 · 2026-07-30 22:03 UTC

irmen / pyminiaudio

python interface to the miniaudio audio playback, recording, decoding and conversion library

CEigene Lizenz★ 185 Sterne⑂ 23 Forksseit Juni 2019Auf GitHub ansehen ↗

irmen/pyminiaudio erreicht einen Gesundheitsindex von 60 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (61/100) ab, am schwächsten bei AI Readiness (46/100). Zuletzt vor 61 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

60
gesamt / 100
Mittel

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.

60
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 57 wird auf der veröffentlichten Indexskala auf 60 kalibriert (Register-Kalibrierung 2026-08-02).

Eigentümerschaft

Irmen de JongPersönliches Konto
133 Follower35 öffentliche Reposseit Mai 2012

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
PyPIminiaudio1.71-48vor 92 Tagensoundaudioplaybackrecordingconversiondecoding

Metriken nach Kategorie

Vitalität

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

57Mittel · 21 % des Gesamtindex
Wie die Bewertung erfolgt
18/36Push-Aktualität — letzter Push vor 61 Tagen
4.8/36Commit-Rhythmus — 7/52 Wochen mit Commits
13.1/18Commit-Volumen — 28 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 10 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year28
human_commit_share0,99
days_since_last_push61
active_weeks_last_year7
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 39 Releases veröffentlicht
27/36Release-Aktualität — letztes Release vor 92 Tagen
12.6/27Release-Rhythmus — ein Release etwa alle 140,6 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count39
latest_release_tagv1.71
releases_from_tagsnein
days_since_latest_release92
mean_days_between_releases140,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

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

48Schwach · 17 % des Gesamtindex
Wie die Bewertung erfolgt
36.7/60Stars — 185 Stars
11.2/25Forks — 23 Forks
3.9/15Watcher — 6 Watcher
Verwendete Eingangsdaten
forks23
stars185
watchers6
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
16.9/22.5Lizenz — Lizenzdatei vorhanden, keine anerkannte Lizenz
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
readme_badges
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?

59Mittel · 23 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0.8/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 96 % der Commits
9.5/13.5Breite der Beitragenden — 7 Beitragende
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Verwendete Eingangsdaten
bus_factor1
contributors_sampled7
top_contributor_share0,963
Wie die Bewertung erfolgt
40.2/42Issue-Lösungsquote — 96 % der Issues geschlossen
22/30PR-Annahme — 11/15 entschiedene PRs gemergt
0/13Newcomer PR acceptance — kein PR eines Erstbeitragenden in 30 Tagen entschieden
0/15OpenSSF Scorecard: Code-Review — Found 1/29 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs11
open_issues3
closed_issues68
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0,958
closed_unmerged_prs4
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): newcomer_pr_acceptance. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
15.3/25Reichweite des Inhabers — 133 Follower von irmen
23.3/25Kontohistorie — 35 öffentliche Repos, Kontoalter ca. 14 Jahre
Verwendete Eingangsdaten
followers133
owner_typeUser
is_verified
owner_loginirmen
public_repos35
account_age_days5.180
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Paketpflege

100Außergewöhnlich
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 92 Tagen
20/20Versionshistorie — 48 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesminiaudio
ecosystemspypi
any_deprecatednein
min_days_since_publish92

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

61Mittel · 19 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 3 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 2 out of 2 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein
Wie die Bewertung erfolgt
30/30README
0/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
10/10Repository-Beschreibung
0/10Topics
10/10Wiki
Verwendete Eingangsdaten
topics
has_wikija
homepage
has_readmeja
has_docs_dirnein
has_descriptionja

Sicherheit

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

61Mittel · 16 % des Gesamtindex
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
2.5/2.5CI-Tests — 2 out of 2 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 1/29 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5Lizenz — license file detected
7.5/7.5Maintained — 10 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
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
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5,1
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): signed_releases. Die verbleibenden Gewichte wurden renormalisiert.

Abhängigkeits-Advisories

100Außergewöhnlich
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_packages2
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:miniaudio@1.71 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 2 Paketen. 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.

46Schwach · 4 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
7/40Lesbare Commit-Historie — 13 von 99 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,131
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Makefile
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — mypy.ini
0/10Reproduzierbare Umgebung
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
8/8Automatisierte Wartung — 1 der letzten 100 Commits sind automatisierte Abhängigkeits-Updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfiles
has_dockerfilenein
typed_languageja
bootstrap_filesMakefile
has_devcontainernein
has_linter_confignein
typecheck_configsmypy.ini
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0,01
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — C (statisch typisiert)
47.5/55Handhabbare Dateigrößen — 3/22 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageC
largest_source_bytes4.108.168
source_files_sampled22
oversized_source_files3
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — examples, samples
Verwendete Eingangsdaten
example_dirsexamples, samples
has_mcp_signalnein
api_schema_files

Eckdaten

185GitHub-Sterne
7Mitwirkende
28Commits, letzte 12 Monate
61Tage seit letztem Push
39Releases
1Bus-Faktor
3offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 23 ⇿
0Sterne
23Forks
38Releases

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.

048121620242322019-072022-122026-05
Major 0Minor 0Patch 0

Jeder Punkt umfasst 7 Tage.

OpenSSF Scorecard 5.1 / 10
5.1Gesamtwert

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 · 2026-07-30 22:03 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests2 out of 2 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 1/29 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained10 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow 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
10Vulnerabilities0 existing vulnerabilities detected
Direkte Abhängigkeiten 1
RegistryPaketVersionsvorgabeManifest
PyPIcffi>=1.12.0pyproject.toml
Alle Abhängigkeiten 4

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 1 direkte und 3 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIcffidirekt
PyPIpytestindirekt
PyPIsetuptoolsindirekt
PyPIwheelindirekt
Abhängigkeits-Advisories 0

Die Installation von pypi:miniaudio@1.71 zieht 2 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
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 5549,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "C": 4302187,
        "Python": 159453,
        "Makefile": 1185
      },
      "pushed_at": "2026-05-30T14:25:06Z",
      "created_at": "2019-06-30T23:14:07Z",
      "owner_type": "User",
      "updated_at": "2026-07-03T19:11:07Z",
      "description": "python interface to the miniaudio audio playback, recording, decoding and conversion library",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "master",
      "license_spdx_raw": "NOASSERTION",
      "primary_language": "C",
      "significant_languages": [
        "C"
      ]
    },
    "owner": {
      "blog": "http://www.razorvine.net",
      "name": "Irmen de Jong",
      "type": "User",
      "login": "irmen",
      "company": null,
      "location": "Netherlands",
      "followers": 133,
      "avatar_url": "https://avatars.githubusercontent.com/u/1771820?v=4",
      "created_at": "2012-05-23T22:11:44Z",
      "is_verified": null,
      "public_repos": 35,
      "account_age_days": 5180
    },
    "license": {
      "state": "custom",
      "spdx_id": null,
      "raw_spdx": "NOASSERTION",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.71",
          "kind": "other",
          "published_at": "2026-04-29T21:12:55Z"
        },
        {
          "tag": "v1.70",
          "kind": "other",
          "published_at": "2026-04-17T23:57:35Z"
        },
        {
          "tag": "v1.61",
          "kind": "other",
          "published_at": "2024-07-24T17:53:49Z"
        },
        {
          "tag": "v1.60",
          "kind": "other",
          "published_at": "2024-07-14T20:32:15Z"
        },
        {
          "tag": "v1.59",
          "kind": "other",
          "published_at": "2023-06-04T14:39:28Z"
        },
        {
          "tag": "v1.58",
          "kind": "other",
          "published_at": "2023-05-24T18:40:25Z"
        },
        {
          "tag": "v1.57",
          "kind": "other",
          "published_at": "2023-05-07T18:29:50Z"
        },
        {
          "tag": "v1.56",
          "kind": "other",
          "published_at": "2023-03-31T15:50:02Z"
        },
        {
          "tag": "v1.55",
          "kind": "other",
          "published_at": "2022-11-15T17:05:59Z"
        },
        {
          "tag": "v1.54",
          "kind": "other",
          "published_at": "2022-11-11T20:33:43Z"
        },
        {
          "tag": "v1.53",
          "kind": "other",
          "published_at": "2022-10-31T19:18:03Z"
        },
        {
          "tag": "v1.52",
          "kind": "other",
          "published_at": "2022-08-13T11:58:31Z"
        },
        {
          "tag": "v1.51",
          "kind": "other",
          "published_at": "2022-06-21T19:58:02Z"
        },
        {
          "tag": "v1.50",
          "kind": "other",
          "published_at": "2022-06-19T13:29:24Z"
        },
        {
          "tag": "v1.46",
          "kind": "other",
          "published_at": "2022-01-04T20:59:38Z"
        },
        {
          "tag": "v1.45",
          "kind": "other",
          "published_at": "2021-10-15T17:19:20Z"
        },
        {
          "tag": "v1.44",
          "kind": "other",
          "published_at": "2021-05-25T16:20:29Z"
        },
        {
          "tag": "v1.43",
          "kind": "other",
          "published_at": "2021-03-25T20:08:25Z"
        },
        {
          "tag": "v1.42",
          "kind": "other",
          "published_at": "2021-01-23T03:28:20Z"
        },
        {
          "tag": "v1.41",
          "kind": "other",
          "published_at": "2020-11-29T18:13:12Z"
        },
        {
          "tag": "v1.40",
          "kind": "other",
          "published_at": "2020-11-29T17:15:45Z"
        },
        {
          "tag": "v1.39",
          "kind": "other",
          "published_at": "2020-11-29T12:36:06Z"
        },
        {
          "tag": "v1.38",
          "kind": "other",
          "published_at": "2020-11-16T21:01:36Z"
        },
        {
          "tag": "v1.37",
          "kind": "other",
          "published_at": "2020-11-01T03:39:27Z"
        },
        {
          "tag": "v1.36",
          "kind": "other",
          "published_at": "2020-10-30T11:59:00Z"
        },
        {
          "tag": "v1.34",
          "kind": "other",
          "published_at": "2020-08-30T23:52:25Z"
        },
        {
          "tag": "v1.33",
          "kind": "other",
          "published_at": "2020-08-22T09:44:26Z"
        },
        {
          "tag": "v1.32",
          "kind": "other",
          "published_at": "2020-07-24T16:11:22Z"
        },
        {
          "tag": "v1.30",
          "kind": "other",
          "published_at": "2020-06-29T21:31:45Z"
        },
        {
          "tag": "v1.23",
          "kind": "other",
          "published_at": "2020-06-22T21:46:43Z"
        },
        {
          "tag": "v1.22",
          "kind": "other",
          "published_at": "2020-06-02T21:09:21Z"
        },
        {
          "tag": "v1.20",
          "kind": "other",
          "published_at": "2020-04-15T17:55:47Z"
        },
        {
          "tag": "v1.10",
          "kind": "other",
          "published_at": "2020-01-15T21:57:58Z"
        },
        {
          "tag": "v1.9",
          "kind": "other",
          "published_at": "2020-01-11T01:04:52Z"
        },
        {
          "tag": "v1.8",
          "kind": "other",
          "published_at": "2019-10-21T18:48:19Z"
        },
        {
          "tag": "v1.7",
          "kind": "other",
          "published_at": "2019-08-12T19:41:40Z"
        },
        {
          "tag": "v1.6",
          "kind": "other",
          "published_at": "2019-07-07T21:18:38Z"
        },
        {
          "tag": "v1.5",
          "kind": "other",
          "published_at": "2019-07-04T15:58:16Z"
        },
        {
          "tag": "v1.4",
          "kind": "other",
          "published_at": "2019-07-03T11:53:09Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "668b99e5acd85732dad2935e8025a79fbf8ada65",
          "body": null,
          "is_bot": false,
          "headline": "fix AbstractDevice stop state reset and DuplexStream safety bugs",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-05-30T14:08:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e46af0014dae19f1e42e3e2cad68ee5902baffd3",
          "body": null,
          "is_bot": false,
          "headline": "fix device.start() to properly guard already running state",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-05-30T14:01:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0668785484cd3f5fa39a760178e4db996ae5d1f2",
          "body": "…yte arrays",
          "is_bot": false,
          "headline": "fix stream_raw_pcm_memory to use memoryview index correctly for non-b…",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-05-30T13:25:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9a8a899f81ecd2e207ff68609c57b2ca560db640",
          "body": null,
          "is_bot": false,
          "headline": "fix convert_frames() handle overestimated frame counts when resampling",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-05-30T13:20:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b06486b3120453e1c25346a86fc6e4020a4e4dd",
          "body": "…am close",
          "is_bot": false,
          "headline": "Icecast client: fix possible resource leaks in case of errors or stre…",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-05-30T13:12:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a8d596d570a39c042256b80fbcf5e934d0d2d832",
          "body": null,
          "is_bot": false,
          "headline": "regenerate apidocs",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-05-27T22:10:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1012d17efe7e8c77d24a2b7873229ad4cc059fa1",
          "body": "…to `AbstractDevice` (#87)\n\n* add bindings for ma_device_{get|set}_master_volume\n\n* add set_master_volume and get_master_volume method of AbstractDevice\n\n* Add docstrings",
          "is_bot": false,
          "headline": "Add bindings for `ma_device_{get|set}_master_volume` and add methods …",
          "author_name": "Brady Dean",
          "author_login": "bradydean",
          "committed_at": "2026-05-27T22:08:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7a3d11314b184772114c63f82ba861f3c3db166",
          "body": null,
          "is_bot": false,
          "headline": "fix uninitialized ma_context in device cleanup. fixes #86",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-05-24T19:35:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d3f1b6d72cbcbe474b6e75fe4d8b826fc9c3ac75",
          "body": null,
          "is_bot": false,
          "headline": "added some more info in the docstrings to fix #62",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-05-24T19:31:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d1b0cf28c83c3c80cf05fefd437898cac5566a1c",
          "body": "…format. Fixes #61\n\nfix ma_device_config missing struct members",
          "is_bot": false,
          "headline": "fix capture generator data format to represent the configured sample …",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-05-24T19:19:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "598e6fc3c923ed44122db6be4c0a405f3487e79d",
          "body": null,
          "is_bot": false,
          "headline": "cibuildwheel version fix",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-04-29T21:03:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f984a7a26b1d8ca7e5fd2319f6d155db44a970e5",
          "body": null,
          "is_bot": false,
          "headline": "update github action tasks in attempt to build py 3.14 wheels",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-04-29T20:34:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "54755069ea0ed7e2ef39efc6544e971866633d10",
          "body": null,
          "is_bot": false,
          "headline": "remove not working IOS wheel builds",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-04-17T23:44:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94f6cc75e3792d71b2e7c8388bdb0516c8bfeffe",
          "body": null,
          "is_bot": false,
          "headline": "fixing the IOS wheel builds",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-04-17T23:36:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1afa89a9c8be3dd84d2176c09fc775e3a1bbe10",
          "body": null,
          "is_bot": false,
          "headline": "fix workflow build",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-04-17T23:26:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9639f0ba3f29fe9ab7d5d2e04831caa801a4202c",
          "body": null,
          "is_bot": false,
          "headline": "fix build",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-04-17T23:22:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "992761a2b39b4eb8caf7388021e977b66333f1f9",
          "body": null,
          "is_bot": false,
          "headline": "fix version number, 1.70",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-04-17T19:34:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "856c0bfcc41074e19a7bb4946e96f391a61a6dcd",
          "body": null,
          "is_bot": false,
          "headline": "version 1.7",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-03-24T20:55:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad07e322cdff5e98c0d5fcc9dbc114f0f5f5fc25",
          "body": null,
          "is_bot": false,
          "headline": "added iOS wheel build",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-03-24T20:42:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a8153541430cbab3373ca50a950d8f54937d6fa",
          "body": "…(#77)\n\nBumps [actions/download-artifact](https://github.com/actions/download-artifact) from 2 to 4.1.7.\n- [Release notes](https://github.com/actions/download-artifact/releases)\n- [Commits](https://github.com/actions/download-artifact/compare/v2...v4.1.7)\n\n---\nupdated-dependencies:\n- dependency-name\n[…]\nions/download-artifact\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/download-artifact from 2 to 4.1.7 in /.github/workflows …",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-24T20:27:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1d282ab61a71afeef916f8fa0b778d2b7e196f8e",
          "body": null,
          "is_bot": false,
          "headline": "support for non-ascii paths on windows",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-03-24T20:25:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d223355599dec364273a3d7974338bcbdee1f6a5",
          "body": null,
          "is_bot": false,
          "headline": "update actions",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-03-24T20:15:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "13c98cb7a42b85d46cb91485c85d7dd34c0a7d8a",
          "body": null,
          "is_bot": false,
          "headline": "version 1.7",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-03-24T20:08:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4265b0afef8485e33465c639cdd01b413e058a3",
          "body": null,
          "is_bot": false,
          "headline": "fix stream seek issue",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-03-24T19:57:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a13304c8a10cafef54ecf52879d3b2b84cd9e007",
          "body": "In build_ffi_module.py:\n- Renamed drflac_* → ma_dr_flac_* (types and functions)\n- Renamed drmp3_* → ma_dr_mp3_* (types and functions)\n- Renamed drwav_* → ma_dr_wav_* (types and functions)\n- Renamed DR_WAVE_FORMAT_* → MA_DR_WAVE_FORMAT_* (macros)\n- Added ma_seek_origin_end to the seek origin enum\n- A\n[…]\nruct\nIn miniaudio.py:\n- Updated all dr_libs function calls to use new ma_dr_* prefix\n- Updated FFI type references (\"drwav*\" → \"ma_dr_wav*\")\n- Added END to SeekOrigin enum using lib.ma_seek_origin_end",
          "is_bot": false,
          "headline": "upgrade to miniaudio  v0.11.25",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-03-24T19:49:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "087b811ede52cf724816145d9f0719d9e23ea14d",
          "body": null,
          "is_bot": false,
          "headline": "fix make test to use virtualenv to be able to find the C extension",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2026-03-24T19:13:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b034f9d9b9fdf8781f5ff7e3247961abc16eda66",
          "body": null,
          "is_bot": false,
          "headline": "remove python 3.9, update setup stuff",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2025-11-09T12:16:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44a9747a9579f9dc40e7f17112d51e9c65db80fd",
          "body": null,
          "is_bot": false,
          "headline": "added Python 3.14",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2025-10-11T21:57:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "601d03ceb6f7c3886aa295d0b4459424732f1547",
          "body": null,
          "is_bot": false,
          "headline": "attempt to fix artifacts",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2024-12-15T02:16:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c647356aad5eaf2083789b120fa941fc10bd7792",
          "body": null,
          "is_bot": false,
          "headline": "attempt to fix artifacts name",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2024-12-15T01:35:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ec8bdac7d46d1847db9d8463b38b035344720af1",
          "body": null,
          "is_bot": false,
          "headline": "attempt to fix build action",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2024-12-15T01:18:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "541f791a241c4445ae55e2c0c633b0034f821954",
          "body": null,
          "is_bot": false,
          "headline": "update github actions",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2024-12-14T12:18:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "74b557f340cab1b2806cb50b24f6b76e8a10b6af",
          "body": null,
          "is_bot": false,
          "headline": "add build for python 3.13",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2024-12-14T12:11:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "589f6124b011db42be345d6d3e495230c1d2d04d",
          "body": null,
          "is_bot": false,
          "headline": "Remove problematic type check for Cython. Fixes #71",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2024-09-11T21:45:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d506f838d39b1b7d60e5aca0ded86ca8f4a37f46",
          "body": "…e CI pipeline.\n\nThis reverts commit 689ab763f2961840947f519d86d7bf9451ce99ea.",
          "is_bot": false,
          "headline": "Revert \"test for device name not being NULL\": this doesn't work in th…",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2024-07-18T18:47:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "689ab763f2961840947f519d86d7bf9451ce99ea",
          "body": null,
          "is_bot": false,
          "headline": "test for device name not being NULL",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2024-07-18T18:41:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9978980dc01e617591c2521d242de1ea2dd36cf7",
          "body": null,
          "is_bot": false,
          "headline": "makefile python tweak",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2024-07-18T18:41:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "397fa11aaaa408ffe04ee293fabbccf4438dbcbf",
          "body": null,
          "is_bot": false,
          "headline": "fix platform detection",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2024-07-18T18:26:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fcafb53f728ffbb88017af021154a95cca7b01f5",
          "body": null,
          "is_bot": false,
          "headline": "fix build for macos",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2024-07-18T18:17:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8660f64f7b00c455f35b224baf5288f9e78861b7",
          "body": null,
          "is_bot": false,
          "headline": "attempt to fix MacOS build issue",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2024-07-16T18:40:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b5735334cf45bb1ba03425c412378a31d5149cd7",
          "body": null,
          "is_bot": false,
          "headline": "version 1.60",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2024-07-14T20:31:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7321e2f743412d3cd948def355ffcbff53f1e1d6",
          "body": null,
          "is_bot": false,
          "headline": "fix compiler error on Python 3.12 and/or latest gcc",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2024-07-14T19:37:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9418df1480f13b842a0bdaed282dcc699f94ed0a",
          "body": null,
          "is_bot": false,
          "headline": "update wheelbuilds to include python 3.12",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2024-07-14T19:12:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7bd6b529cd623359fa1009b9851e4482adc5e5bc",
          "body": null,
          "is_bot": false,
          "headline": "Added HTML unescaping to icecast meta (#68)",
          "author_name": "Computer M",
          "author_login": "Computer-M",
          "committed_at": "2023-06-13T16:14:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "30538dd1909004467dd588a755cc49d8f043b74b",
          "body": null,
          "is_bot": false,
          "headline": "tweak",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2023-06-04T12:31:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eea684f2b2df5b5ddd6123874ec0b8820c45dc71",
          "body": null,
          "is_bot": false,
          "headline": "improve tests, CI build actions",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2023-06-04T11:57:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4f44cf202605d70c2c0778beef979c1a8634a97",
          "body": null,
          "is_bot": false,
          "headline": "attempt to fix build artifacts",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2023-06-04T11:29:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57a973b95ecadc1c5e475c65679f9a33fc6e19fb",
          "body": null,
          "is_bot": false,
          "headline": "attempt to fix build artifacts",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2023-06-04T10:54:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f9ff61a6f834d11d715649c5f325bbfe1a0e053",
          "body": null,
          "is_bot": false,
          "headline": "update to miniaudio 0.11.16",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2023-05-21T21:04:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6bd359476ea21b4f7c6a0fae7097d813abab3eb7",
          "body": null,
          "is_bot": false,
          "headline": "attempt to fix CI build",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2023-05-09T16:43:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "56621f032719e04590a505240d73cf40a904f805",
          "body": null,
          "is_bot": false,
          "headline": "attempt to fix CI build",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2023-05-08T18:55:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "07a6739ee31f70ffff0e9e5629c4280b46c53f0e",
          "body": null,
          "is_bot": false,
          "headline": "attempt to fix CI build",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2023-05-08T18:49:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a1367cabe43ffcd78f4eb0d90a78c26a310f03cf",
          "body": "* add macos build\r\n\r\n* test wheel\r\n\r\n* add pyproject\r\n\r\n* add arm64 to macos\r\n\r\n* add arm64 to macos",
          "is_bot": false,
          "headline": "Add macos wheels (#65)",
          "author_name": "Eduardo Moguillansky",
          "author_login": "gesellkammer",
          "committed_at": "2023-05-08T18:34:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "71d3b5f9686b51b6cb47f7d3e9a966734cef341b",
          "body": null,
          "is_bot": false,
          "headline": "update to miniaudio 0.11.15",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2023-05-07T18:28:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "91855025f1375b661ea8baf5677371c9ec62c051",
          "body": null,
          "is_bot": false,
          "headline": "update to miniaudio 0.11.14 ,  added ssl_context to IceCastClient",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2023-03-30T23:20:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9851563bceb5024879f2d13345dc71750e675bb6",
          "body": null,
          "is_bot": false,
          "headline": "add note about auto-generated apidocs",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2023-02-09T20:25:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d36f2f8c8d6f60117cf87532e2210824740b2fc9",
          "body": null,
          "is_bot": false,
          "headline": "release 1.55",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-11-15T17:01:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9604910e73ca1c4885ea59e95688915ec3a4f824",
          "body": null,
          "is_bot": false,
          "headline": "allow reading WAV files with different encoding formats (like adpcm)",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-11-15T16:55:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "55b904fcb70fe49366bbc8d43e760e5b245be304",
          "body": null,
          "is_bot": false,
          "headline": "possible example for frame_process_method",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-11-11T20:29:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e098886ada2c25c71beb2875b75ddb34c8fa1e0",
          "body": "* Added a way to process frame with a callback stream\r\n\r\n* Updated docs for stream_with_callbacks\r\n\r\nUpdated docstring and readme for a process_method\r\n\r\n* Doc typo fix",
          "is_bot": false,
          "headline": "Added a way to process frame with a callback stream (#58)",
          "author_name": "martinosspa",
          "author_login": "martinosspa",
          "committed_at": "2022-11-11T20:15:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a1dd16ad9c911fdcaad200910766cd179099f326",
          "body": null,
          "is_bot": false,
          "headline": "remove specific python 3 version tags",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-11-10T21:25:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd4ae384ca734f39eb2ffd17b1ce172df11501c1",
          "body": null,
          "is_bot": false,
          "headline": "added API doc for stream_with_callbacks",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-11-09T19:13:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45eeff733a1b9cc87666d71937741a198f1e84de",
          "body": null,
          "is_bot": false,
          "headline": "release 1.54 - update to miniaudio 0.11.11",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-11-09T18:59:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3bd826aa61f0e54e2f5fce5a1bd9d972b46d640c",
          "body": null,
          "is_bot": false,
          "headline": "release 1.53 - update to miniaudio 0.11.10",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-10-31T19:11:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0938cbb8d1f66ef534f8bd20bb06636c0a572b5e",
          "body": null,
          "is_bot": false,
          "headline": "also clean windows dlls",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-09-27T20:24:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d501124d810f1a7150eac75bafed46283a54b70",
          "body": null,
          "is_bot": false,
          "headline": "fix up readme",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-08-13T13:27:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb312798ef1db351e00ae826d334c40cd14577e9",
          "body": null,
          "is_bot": false,
          "headline": "attempt to fix libatomic requirement detection",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-08-13T11:57:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08297dd1e635615e489a45073bead88b5e983818",
          "body": null,
          "is_bot": false,
          "headline": "version 1.52",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-08-13T11:02:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a95c1c6821c27c3255cb02ed467eccc7f42a8ef5",
          "body": null,
          "is_bot": false,
          "headline": "add wheel dependency",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-08-12T21:44:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ae0a2aff3dc234071d48ca87faa6954a3729028",
          "body": null,
          "is_bot": false,
          "headline": "link with libatomic to fix build errors on some platforms",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-07-31T14:55:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "55614d3e6f0d74560f1aadb46e2f60ec4aea0bc1",
          "body": "…tor can be used without send() as well",
          "is_bot": false,
          "headline": "added default frames_to_read to stream_raw_pcm_memory() so the genera…",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-06-26T09:48:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e41c9e765c47a72caafe1267950983db839939ed",
          "body": null,
          "is_bot": false,
          "headline": "fix supported python versions list",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-06-21T15:09:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ee62ece7d2a8b44e84df2517e1763806cb09f31",
          "body": null,
          "is_bot": false,
          "headline": "update Api docs",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-06-21T00:00:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e67ad64f9966849c99406c2c8cc50ea22274b07",
          "body": null,
          "is_bot": false,
          "headline": "exclude high level api from build",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-06-20T23:58:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e19b151d9c445b4c593e6d3351896f0f9046545",
          "body": null,
          "is_bot": false,
          "headline": "added stream_raw_pcm_memory()",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-06-19T22:36:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "926315ed88afc5fd5c5a555837f4f0a77932bab2",
          "body": null,
          "is_bot": false,
          "headline": "release 1.50 - update to miniaudio 0.11.9",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-06-19T13:25:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4263833688172c30767092b05431fc63a4838a29",
          "body": null,
          "is_bot": false,
          "headline": "version 1.46",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-01-04T20:56:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d51ba06487d9e2f0ceb9bd6dde2bc96322b383d1",
          "body": null,
          "is_bot": false,
          "headline": "delete release.yml because of new workflow",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2022-01-04T20:51:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96686fb353b4a569ba30788e8987683a95d9826d",
          "body": "* cibuildwheels\r\n\r\n* Change name of package\r\n\r\n* change release check\r\n\r\n* remove redundant if\r\n\r\n* revert name\r\n\r\n* Workflow and change to release pypi\r\n\r\n* Update release and fix tests\r\n\r\n* Add newline\r\n\r\n* Change release to wheelbuilder",
          "is_bot": false,
          "headline": "Allow Manual Wheel Build using cibuildwheels (#47)",
          "author_name": "Shaun Eccles-Smith",
          "author_login": "shauneccles",
          "committed_at": "2022-01-04T20:50:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ad77fbd36806062901a00c9e0a156eb81ff5cf9",
          "body": "* cibuildwheels\r\n\r\n* Change name of package\r\n\r\n* change release check\r\n\r\n* remove redundant if\r\n\r\n* revert name",
          "is_bot": false,
          "headline": "Use cibuildwheels to build and Publish Windows/*nix wheels (#44)",
          "author_name": "Shaun Eccles-Smith",
          "author_login": "shauneccles",
          "committed_at": "2021-12-23T20:46:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b5b824c571d4693d5b2aedc9be1dcc3d4e7076e6",
          "body": null,
          "is_bot": false,
          "headline": "readme",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-12-23T20:46:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24d1c44bfa67f26842a9bfd13d67d5dbe7938170",
          "body": "Co-authored-by: Andrew Williams <andy@tensixtyone.com>",
          "is_bot": false,
          "headline": "Simplify compile flags (#46)",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-12-20T21:08:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4312aa9b1da9aa831dfee548eb70bdaaa2181dfc",
          "body": null,
          "is_bot": false,
          "headline": "avoid crash when not using StreamableSource",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-12-10T20:11:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "954f1429ec624b7dfcffbb8aab957ba0723c065b",
          "body": null,
          "is_bot": false,
          "headline": "update miniaudio C library to 0.10.43 release version.",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-12-10T19:57:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7541a895f4c48926ba25a1f629506f1b9bec5ed4",
          "body": "…callback thread.\"\n\nThis reverts commit de6e7cd19f0e6231f610125a66bbff717d8b445d.\nFixes #40",
          "is_bot": false,
          "headline": "Revert \"also re-raise KeyboardInterrupt if it occurred in the stream …",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-12-01T20:51:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "de6e7cd19f0e6231f610125a66bbff717d8b445d",
          "body": "… thread.",
          "is_bot": false,
          "headline": "also re-raise KeyboardInterrupt if it occurred in the stream callback…",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-11-29T20:36:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "18849c9a07d905c50225a415912403d3681cba14",
          "body": "… context of the stream generator instead.\n\nThis allows user code to properly catch them.",
          "is_bot": false,
          "headline": "exceptions raised in read-callback will be caught and raised from the…",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-11-28T22:31:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6256b74c8de4bd16207841903eeeb194e35e5e79",
          "body": "…ized variable and device enumeration fixes for ALSA backend",
          "is_bot": false,
          "headline": "update miniaudio C library to 0.10.43-dev to get some small uninitial…",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-11-28T21:44:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "844989c3ec8941a73a9cd74fb15e804b717de7cd",
          "body": null,
          "is_bot": false,
          "headline": "now also build python 3.10 windows binaries",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-10-15T16:35:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "507ec46fa675566ab6c3d5e7f61b76b36ae8a89a",
          "body": null,
          "is_bot": false,
          "headline": "don't always run mypy",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-10-15T16:27:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49b9c7d2dabc7b94499bde9d43e400d7ad4834b2",
          "body": "…accept gcc style options",
          "is_bot": false,
          "headline": "fix build warnings on windows with microsoft's compiler that doesn't …",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-10-15T16:24:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ada35d58e9537e69a09eec5078705344e609a9d1",
          "body": null,
          "is_bot": false,
          "headline": "cffi dep",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-10-08T01:10:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a75f933d6add6f5d7ddac3d7e2036d34371a9ca3",
          "body": null,
          "is_bot": false,
          "headline": "updated api docs in readme",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-10-08T01:08:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "19d4d9a923f6937384792c95fa109d57ee06334c",
          "body": null,
          "is_bot": false,
          "headline": "disable unused miniaudio generation apis",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-10-08T01:03:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "198ff8012d3f94b733a80daa018b182a85204f82",
          "body": null,
          "is_bot": false,
          "headline": "mypy option",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-10-06T19:49:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32b2eb71290199bc8fe687322e59b7c83b177421",
          "body": null,
          "is_bot": false,
          "headline": "remove compiler tune options that aren't supported for Apple",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-10-04T18:12:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94c3775d188ed5d6afc6025e34001a4ab970ac3f",
          "body": null,
          "is_bot": false,
          "headline": "fix apple M1 platform string",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-09-19T13:41:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d2a5ef28cf725b587eda3610044e51d1fc66b5d",
          "body": null,
          "is_bot": false,
          "headline": "remove inconsistent device stop callback function",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-09-18T15:37:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4625cc1fc87bafb31ad81894b354adc8c66fd18",
          "body": null,
          "is_bot": false,
          "headline": "update miniaudio C library to 0.10.42",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-09-18T15:31:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08250fb6611f9d823aa4ffa290371996d22939a0",
          "body": null,
          "is_bot": false,
          "headline": "update miniaudio C library to 0.10.38",
          "author_name": "Irmen de Jong",
          "author_login": "irmen",
          "committed_at": "2021-09-18T15:26:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 39,
      "commits_last_year": 28,
      "latest_release_at": "2026-04-29T21:12:55Z",
      "latest_release_tag": "v1.71",
      "releases_from_tags": false,
      "days_since_last_push": 61,
      "active_weeks_last_year": 7,
      "days_since_latest_release": 92,
      "mean_days_between_releases": 140.6
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 42,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "miniaudio",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "sound",
            "audio",
            "playback",
            "recording",
            "conversion",
            "decoding",
            "Development Status :: 5 - Production/Stable",
            "License :: OSI Approved :: MIT License",
            "Programming Language :: C",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Topic :: Multimedia :: Sound/Audio",
            "Topic :: Multimedia :: Sound/Audio :: Capture/Recording",
            "Topic :: Multimedia :: Sound/Audio :: Conversion",
            "Topic :: Multimedia :: Sound/Audio :: Players"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/miniaudio/",
          "is_deprecated": false,
          "latest_version": "1.71",
          "repository_url": "https://github.com/irmen/pyminiaudio",
          "versions_count": 48,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2019-06-15T16:54:59.711060Z",
          "latest_published_at": "2026-04-29T21:20:38.182128Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 92
        }
      ]
    },
    "popularity": {
      "forks": 23,
      "stars": 185,
      "watchers": 6,
      "fork_history": {
        "days": [
          {
            "date": "2019-07-04",
            "count": 1
          },
          {
            "date": "2020-07-23",
            "count": 1
          },
          {
            "date": "2021-06-20",
            "count": 1
          },
          {
            "date": "2021-08-18",
            "count": 1
          },
          {
            "date": "2021-09-11",
            "count": 1
          },
          {
            "date": "2021-10-05",
            "count": 1
          },
          {
            "date": "2021-12-10",
            "count": 1
          },
          {
            "date": "2021-12-17",
            "count": 1
          },
          {
            "date": "2022-03-06",
            "count": 1
          },
          {
            "date": "2022-08-12",
            "count": 1
          },
          {
            "date": "2022-09-27",
            "count": 1
          },
          {
            "date": "2022-11-07",
            "count": 1
          },
          {
            "date": "2023-01-15",
            "count": 2
          },
          {
            "date": "2023-02-07",
            "count": 1
          },
          {
            "date": "2023-04-20",
            "count": 1
          },
          {
            "date": "2023-04-25",
            "count": 1
          },
          {
            "date": "2023-06-10",
            "count": 1
          },
          {
            "date": "2024-03-22",
            "count": 1
          },
          {
            "date": "2025-02-27",
            "count": 1
          },
          {
            "date": "2025-07-05",
            "count": 1
          },
          {
            "date": "2025-12-09",
            "count": 1
          },
          {
            "date": "2026-05-21",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 23,
        "total_forks": 23
      },
      "star_history": null,
      "open_issues_and_prs": 3
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples",
        "samples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "mypy.ini"
      ],
      "toolchain_manifests": [],
      "largest_source_bytes": 4108168,
      "source_files_sampled": 22,
      "oversized_source_files": 3,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml",
        "requirements-dev.txt",
        "requirements-test.txt",
        "setup.py"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 2,
        "malicious_count": 0,
        "assessed_package": "pypi:miniaudio@1.71",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "cffi",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.12.0"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "cffi",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "wheel",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 4,
        "direct_count": 1,
        "indirect_count": 3
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 11,
        "open_issues": 3,
        "closed_ratio": 0.958,
        "closed_issues": 68,
        "closed_unmerged_prs": 4
      },
      "bus_factor": 1,
      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "irmen",
          "commits": 236,
          "avatar_url": "https://avatars.githubusercontent.com/u/1771820?v=4"
        },
        {
          "type": "User",
          "login": "cameronmaske",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/1007064?v=4"
        },
        {
          "type": "User",
          "login": "shauneccles",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/21007065?v=4"
        },
        {
          "type": "User",
          "login": "bradydean",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/88594046?v=4"
        },
        {
          "type": "User",
          "login": "Computer-M",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/52162894?v=4"
        },
        {
          "type": "User",
          "login": "gesellkammer",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/81332?v=4"
        },
        {
          "type": "User",
          "login": "martinosspa",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/35999764?v=4"
        }
      ],
      "contributors_sampled": 7,
      "top_contributor_share": 0.963
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "main.yml",
        "wheelbuilder.yml",
        "wheeltest.yml"
      ],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "2 out of 2 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 1/29 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 0,
            "reason": "project has 0 contributing companies or organizations -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 9,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "10 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "668b99e5acd85732dad2935e8025a79fbf8ada65",
        "ran_at": "2026-07-30T22:03:33Z",
        "aggregate_score": 5.1,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-05-30T14:09:16Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-05-27T22:08:20Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 78,
          "created_at": "2024-10-07T09:30:11Z",
          "last_comment_at": "2026-05-24T19:52:42Z",
          "last_comment_author": "irmen"
        },
        {
          "number": 79,
          "created_at": "2024-12-12T20:26:39Z",
          "last_comment_at": "2026-05-24T19:54:26Z",
          "last_comment_author": "irmen"
        },
        {
          "number": 81,
          "created_at": "2025-11-09T20:17:29Z",
          "last_comment_at": "2026-04-17T23:44:45Z",
          "last_comment_author": "irmen"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/irmen/pyminiaudio",
    "host": "github.com",
    "name": "pyminiaudio",
    "owner": "irmen"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": "The weighted overall 57 is calibrated to 60 on the published index scale (record calibration 2026-08-02).",
      "notes": [
        {
          "code": "overall_calibration",
          "params": {
            "raw": 57,
            "calibrated": 60,
            "calibration": "2026-08-02"
          }
        }
      ],
      "value": 60,
      "inputs": {
        "security": 61,
        "vitality": 57,
        "community": 48,
        "governance": 59,
        "calibration": "2026-08-02",
        "engineering": 61,
        "ai_readiness": 46,
        "weighted_overall_raw": 57
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "moderate",
        "name": "Vitality",
        "value": 57,
        "weight": 0.21,
        "metrics": [
          {
            "key": "development_activity",
            "band": "weak",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 46,
            "inputs": {
              "commits_last_year": 28,
              "human_commit_share": 0.99,
              "days_since_last_push": 61,
              "active_weeks_last_year": 7
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 61 days ago",
                "points": 18,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 61
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "7/52 weeks with commits",
                "points": 4.8,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 7
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "28 commits in the last year",
                "points": 13.1,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 28
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "10 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "good",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 74,
            "inputs": {
              "releases_count": 39,
              "latest_release_tag": "v1.71",
              "releases_from_tags": false,
              "days_since_latest_release": 92,
              "mean_days_between_releases": 140.6
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "39 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 39
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 92 days ago",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 92
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~140.6 days",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 140.6
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "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": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 64,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 64 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 64
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "weak",
        "name": "Community & Adoption",
        "value": 48,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 52,
            "inputs": {
              "forks": 23,
              "stars": 185,
              "watchers": 6,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "185 stars",
                "points": 36.7,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 185
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "23 forks",
                "points": 11.2,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 23
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "6 watchers",
                "points": 3.9,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "weak",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 44,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "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": "license file present, not a recognized license",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "license_custom",
                    "params": {}
                  }
                ],
                "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": 59,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 19,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 7,
              "top_contributor_share": 0.963
            },
            "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 96% of commits",
                "points": 0.8,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 96
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "7 contributors",
                "points": 9.5,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "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": 71,
            "inputs": {
              "merged_prs": 11,
              "open_issues": 3,
              "closed_issues": 68,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
              "prs_decided_30d": null,
              "issue_closed_ratio": 0.958,
              "closed_unmerged_prs": 4,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "96% of issues closed",
                "points": 40.2,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 96
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "11/15 decided PRs merged",
                "points": 22,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 11,
                      "decided": 15
                    }
                  }
                ],
                "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": "Found 1/29 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 61,
            "inputs": {
              "followers": 133,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "irmen",
              "public_repos": 35,
              "account_age_days": 5180
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "133 followers of irmen",
                "points": 15.3,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 133,
                      "login": "irmen"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "35 public repos, account ~14 yr old",
                "points": 23.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 35
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 14
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "miniaudio"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 92
            },
            "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 92 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 92
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "48 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 48
                    }
                  }
                ],
                "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": 61,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "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": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "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": "2 out of 2 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "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": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 61,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 51,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.1
            },
            "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": "2 out of 2 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 1/29 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "10 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:miniaudio@1.71 runtime dependency closure — what installing the published package pulls in — 2 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:miniaudio@1.71",
                  "assessed": 2
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 2,
              "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": "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": 2,
              "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": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 7
            },
            "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": "weak",
        "name": "AI Readiness",
        "value": 46,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 7,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.131,
              "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": "13 of 99 human commits state their intent (structured subject or explanatory body)",
                "points": 7,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 13,
                      "sampled": 99
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 59,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "mypy.ini"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.01
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "mypy.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "mypy.ini"
                    }
                  }
                ],
                "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 agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "1 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "primary_language": "C",
              "largest_source_bytes": 4108168,
              "source_files_sampled": 22,
              "oversized_source_files": 3
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "3/22 source files over 60KB",
                "points": 47.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 22,
                      "oversized": 3
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "samples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, samples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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": {
      "labels": [
        "library"
      ],
      "scores": {
        "library": 8
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "description",
          "label": "library",
          "source": "description:library",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-30T22:03:43.233279Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/i/irmen/pyminiaudio.svg",
  "full_name": "irmen/pyminiaudio",
  "license_state": "custom",
  "license_spdx": null
}

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 v2.3.1, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte StatistikenPyPI.