Öffentliches RegisterMittel
Software-GesundheitsberichtSchema 0.26.0 · Metriken 1.13.0 · 2026-07-22 07:32 UTC
dataforseo / PythonClient
Official DataForSEO python client
dataforseo/PythonClient erreicht einen Gesundheitsindex von 58 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (77/100) ab, am schwächsten bei AI Readiness (21/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
58
gesamt / 100Software-Gesundheitsindex
Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.
58
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Eigentümerschaft
DataForSEOOrganisation
89 Follower13 öffentliche Reposseit Juni 2017
Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
77
Entwicklungsaktivität
69Mittel
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 0 Tagen |
| 13.8/36 | Commit-Rhythmus — 20/52 Wochen mit Commits |
| 12.9/18 | Commit-Volumen — 26 Commits im letzten Jahr |
| 6/10 | OpenSSF Scorecard: Maintained — 6 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 6 |
Verwendete Eingangsdaten
| commits_last_year | 26 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 20 |
Release-Disziplin
88Exzellent
Wie die Bewertung erfolgt
| 16.2/27 | Liefert Releases aus — 5 Versions-Tags (keine GitHub-Releases) |
| 36/36 | Release-Aktualität — letztes Release vor 0 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 23 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 5 |
| latest_release_tag | v2.1.0 |
| releases_from_tags | ja |
| days_since_latest_release | 0 |
| mean_days_between_releases | 23 |
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?
43
Popularität & Verbreitung
36Gefährdet
Wie die Bewertung erfolgt
| 26.8/60 | Stars — 46 Stars |
| 9/25 | Forks — 13 Forks |
| 0/15 | Watcher — 1 Watcher |
Verwendete Eingangsdaten
| forks | 13 |
| stars | 46 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | below_threshold |
Community-Gesundheit
50Mittel
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (MIT) |
| 0/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 0/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | nein |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| has_pull_request_template | nein |
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
56
Maintainer-Resilienz (Bus-Faktor)
25Kritisch
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 7.9/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 65 % der Commits |
| 8.1/13.5 | Breite der Beitragenden — 6 Beitragende |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 6 |
| top_contributor_share | 0,648 |
Reaktionsfähigkeit bei Issues & PRs
85Exzellent
Wie die Bewertung erfolgt
| 46.8/46.8 | Issue-Lösungsquote — 100 % der Issues geschlossen |
| 38.2/38.3 | PR-Annahme — 3/3 entschiedene PRs gemergt |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Verwendete Eingangsdaten
| merged_prs | 3 |
| open_issues | 0 |
| closed_issues | 15 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 0 |
Eigentümerschaft & Trägerschaft
64Mittel
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 14.1/25 | Reichweite des Inhabers — 89 Follower von dataforseo |
| 20.3/25 | Kontohistorie — 13 öffentliche Repos, Kontoalter ca. 9 Jahre |
Verwendete Eingangsdaten
| followers | 89 |
| owner_type | Organization |
| is_verified | — |
| owner_login | dataforseo |
| public_repos | 13 |
| account_age_days | 3.312 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
68
Engineering-Praktiken
60Mittel
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 1 Workflow(s) |
| 24/24 | Tests vorhanden |
| 0/16 | Linter-Konfiguration |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — keine Daten |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | nein |
| has_precommit_config | nein |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: CI-Tests. Die verbleibenden Gewichte wurden renormalisiert.
Dokumentation
80Gut
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://dataforseo.com/ |
| 10/10 | Repository-Beschreibung |
| 0/10 | Topics |
| 0/10 | Wiki |
Verwendete Eingangsdaten
| topics | — |
| has_wiki | nein |
| homepage | https://dataforseo.com/ |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
42
Sicherheitslage
42Gefährdet
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — keine Daten |
| 0/2.5 | CI-Tests — keine Daten |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 4.5/7.5 | Maintained — 6 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 6 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — keine Daten |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 4,2 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, ci_tests, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
AI Readiness
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.
21
AI-Agentenkontext & Leitlinien
3Kritisch
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 2.8/40 | Lesbare Commit-Historie — 4 von 75 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,053 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Wie die Bewertung erfolgt
| 0/18 | Bootstrap mit einem Befehl |
| 22/22 | Automatisierte Tests |
| 0/11 | Lint-/Format-Konfiguration |
| 0/11 | Statische Typprüfung |
| 0/10 | Reproduzierbare Umgebung |
| 0/10 | Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 75 |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | — |
| has_dockerfile | nein |
| typed_language | nein |
| bootstrap_files | — |
| has_devcontainer | nein |
| has_linter_config | nein |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
AI-Code-Lesbarkeit für Modelle
55Mittel
Wie die Bewertung erfolgt
| 0/45 | Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration |
| 54.8/55 | Handhabbare Dateigrößen — 12/2.877 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 1.125.290 |
| source_files_sampled | 2.877 |
| oversized_source_files | 12 |
Eckdaten
46GitHub-Sterne
6Mitwirkende
26Commits, letzte 12 Monate
0Tage seit letztem Push
5Releases
1Bus-Faktor
0offene Issues
PyPIPaket-Ökosysteme
Warnungen zur Datenerhebung
- No resolved dependencies carried a version and a supported ecosystem
Weitere Details
Stern- und Fork-Verlauf 46 ★ / 13 ⇿
46Sterne
13Forks
4Releases
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.
Major 0Minor 0Patch 4
Jeder Punkt umfasst 3 Tage.
OpenSSF Scorecard 4.2 / 10
4.2Gesamtwert
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| k. A. | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| k. A. | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 6 | Maintained | 6 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 6 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| k. A. | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Alle Abhängigkeiten 4
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 0 direkte und 4 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| PyPI | pydantic | — | indirekt |
| PyPI | python-dateutil | — | indirekt |
| PyPI | typing-extensions | — | indirekt |
| PyPI | urllib3 | — | indirekt |
Abhängigkeits-Advisories nicht bewertet
Der Advisory-Abgleich konnte für diesen Bericht nicht ausgeführt werden: No resolved dependencies carried a version and a supported ecosystem
JSON-Rohbericht maschinenlesbar
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 17505,
"has_wiki": false,
"homepage": "https://dataforseo.com/",
"languages": {
"Python": 16335962
},
"pushed_at": "2026-07-22T07:30:42Z",
"created_at": "2024-03-03T20:24:09Z",
"owner_type": "Organization",
"updated_at": "2026-07-22T07:31:55Z",
"description": "Official DataForSEO python client",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "master",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://dataforseo.com/",
"name": "DataForSEO",
"type": "Organization",
"login": "dataforseo",
"company": null,
"location": null,
"followers": 89,
"avatar_url": "https://avatars.githubusercontent.com/u/29703714?v=4",
"created_at": "2017-06-26T09:10:52Z",
"is_verified": null,
"public_repos": 13,
"account_age_days": 3312
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v2.1.0",
"kind": "minor",
"published_at": "2026-07-22T07:30:27Z"
},
{
"tag": "v2.0.27",
"kind": "patch",
"published_at": "2026-07-03T16:19:42Z"
},
{
"tag": "v2.0.26",
"kind": "patch",
"published_at": "2026-06-02T13:21:51Z"
},
{
"tag": "v2.0.25",
"kind": "patch",
"published_at": "2026-04-28T19:46:18Z"
},
{
"tag": "v2.0.24",
"kind": "patch",
"published_at": "2026-04-21T06:26:05Z"
}
],
"recent_commits": [
{
"oid": "cf1a95e3e408896ebd4565819d9dda330c2bebad",
"body": null,
"is_bot": false,
"headline": "release version 2.1.0",
"author_name": "mykyta.biliaiev",
"author_login": "dfs-lvics",
"committed_at": "2026-07-22T07:30:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5dc3075a0bf2db14ed4f274e92388e6349e5b612",
"body": null,
"is_bot": false,
"headline": "release version 2.0.27",
"author_name": "mykyta.biliaiev",
"author_login": "dfs-lvics",
"committed_at": "2026-07-03T16:19:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6639d5556982178b323f191bdbf89f9906bc3c50",
"body": null,
"is_bot": false,
"headline": "fix __init__.py file",
"author_name": "mykyta.biliaiev",
"author_login": "dfs-lvics",
"committed_at": "2026-07-03T16:18:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6717618ebc3fce81dbc10d22bf647fdabf55f6aa",
"body": null,
"is_bot": false,
"headline": "release version 2.0.26",
"author_name": "mykyta.biliaiev",
"author_login": "dfs-lvics",
"committed_at": "2026-06-02T13:21:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d9af8857717c90d1a6b259b2e1ec845f932e69fd",
"body": null,
"is_bot": false,
"headline": "release version 2.0.25",
"author_name": "mykyta.biliaiev",
"author_login": "dfs-lvics",
"committed_at": "2026-04-28T19:46:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "79bdde92cc6a5cd72912230964d92b8e321bda1d",
"body": null,
"is_bot": false,
"headline": "upd",
"author_name": "mykyta.biliaiev",
"author_login": "dfs-lvics",
"committed_at": "2026-04-28T19:35:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b23026174627da30856ee889ffeef80e595a6f80",
"body": null,
"is_bot": false,
"headline": "add publish workflow",
"author_name": "mykyta.biliaiev",
"author_login": "dfs-lvics",
"committed_at": "2026-04-21T06:26:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "00dfe411f79882614f2313bb0d78e2a6bcd8a581",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "mykyta.biliaiev",
"author_login": "dfs-lvics",
"committed_at": "2026-04-15T05:40:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "69caf38cc45a8cbf70ebd5003f671591b7663961",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "mykyta.biliaiev",
"author_login": "dfs-lvics",
"committed_at": "2026-03-30T11:16:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5995727fefbbffb6687f97c0b6e77ef1912e3c07",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "mykyta.biliaiev",
"author_login": "dfs-lvics",
"committed_at": "2026-03-03T11:24:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cd54af3a6d476d240b98749eef1f6f6a6c594b7e",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "mykyta.biliaiev",
"author_login": "dfs-lvics",
"committed_at": "2026-02-18T09:58:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e2ca3b6104843a4cbf61984f4f56efcbc763ee26",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "mykyta.biliaiev",
"author_login": "dfs-lvics",
"committed_at": "2026-02-02T07:35:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c03e684869dda3d05fb2aac33a0ad9634f19f11d",
"body": null,
"is_bot": false,
"headline": "upd README",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2026-02-02T06:43:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "64546e6225a9950725b949433bb5fb30271c3a55",
"body": null,
"is_bot": false,
"headline": "upd setup file",
"author_name": "mykyta.biliaiev",
"author_login": "dfs-lvics",
"committed_at": "2026-01-23T19:36:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5004976155aa5060809c72e5dc2ee8ea4e10b429",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "mykyta.biliaiev",
"author_login": "dfs-lvics",
"committed_at": "2025-12-19T15:28:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "75b59825aa6503b9a0ac0041c8c0275724d132f6",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "mykyta.biliaiev",
"author_login": "dfs-lvics",
"committed_at": "2025-12-14T09:36:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0d2558953e397954bc94dcf6ed1906583827b2dc",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "mykyta.biliaiev",
"author_login": "dfs-lvics",
"committed_at": "2025-11-22T10:20:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2248c022ec085184716752cef924a2cf4038bc67",
"body": null,
"is_bot": false,
"headline": "new code",
"author_name": "mykyta.biliaiev",
"author_login": "dfs-lvics",
"committed_at": "2025-11-13T08:22:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6a54dd8dfabc0b45908c1be52c571e86a8b032b7",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "mykyta.biliaiev",
"author_login": "dfs-lvics",
"committed_at": "2025-11-10T12:23:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "81232b7b7d91c5c5efb2ce772bb4d547b2fbedfc",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-10-24T13:45:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8e4776e83ebc9d19b9cfd868e163891103b23a42",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-10-14T13:02:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d11115ee275d891c01af5888991bf28dce61694e",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-09-24T14:46:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dbbf1e23b0d7808de1a7a066c117df815c33af91",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-08-27T09:32:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ecd23f58f4d1249dff107e8a60a0bc104e2fb228",
"body": null,
"is_bot": false,
"headline": "Merge branch 'master' of https://github.com/dataforseo/PythonClient",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-08-21T17:03:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b38927f3330c01f1120191b648229278e79905a2",
"body": null,
"is_bot": false,
"headline": "update code version",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-08-21T17:02:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "439e378ece5f33410828c27a54c2ed4ba5032c1f",
"body": null,
"is_bot": false,
"headline": "Update README.md",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-08-07T19:04:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "be38005da076aba24c100a6ce7760f4ebf3f7357",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-08-07T17:57:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7b20690aaf48ccbe2d25083e0faa3c6cd11599f9",
"body": null,
"is_bot": false,
"headline": "update code",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-07-22T12:53:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "60fe877ab2759610ef9f3074a7f4e8416d03a1f7",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-07-17T14:19:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6487c172ad73e6629200d7f4bd3029f2cfd70c11",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-07-02T15:57:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a244e96d9d8d92de9fae344a026ffb0389eeca51",
"body": null,
"is_bot": false,
"headline": "merge",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-05-30T12:33:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fd032227b13df0d1687d4317e85f37f32712db6c",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-05-30T12:31:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d868c01daa5ddefeb6b5362a2dd40ad9695622b",
"body": "Update README.md",
"is_bot": false,
"headline": "Merge pull request #10 from middas-0706/patch-1",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-05-17T07:28:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ac761e1982efc4bbf09aeec1f62d0f59b138d190",
"body": null,
"is_bot": false,
"headline": "fix filter issue",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-05-17T07:27:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f4b329a9800986fbc8a54650dbcd2e30c903854c",
"body": "Hello! By default, this chunk of code is not working: we are using a non-async function with async wait, which makes this example throw an exception.",
"is_bot": false,
"headline": "Update README.md",
"author_name": "Ivan Yermakov",
"author_login": "middas-0706",
"committed_at": "2025-05-01T09:39:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7e2344971073d283a3d7e8d7aeded3c6494d02a6",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-04-20T17:57:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "01941b856a7f4b1b7afa933715842db6a4055776",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-03-24T08:37:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a015d4f3e83ecdfb24e841cb343428909dc69adc",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-03-10T19:45:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aa4fb7fa8ef3c57529361c47fc311e9a005e5c6e",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-02-11T18:41:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "013715871068c9edf032b0cbff628021cf84e844",
"body": null,
"is_bot": false,
"headline": "update README",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-01-21T18:21:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f52a8b856fde42e595da6535497bfb3b4b361a24",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2025-01-17T13:00:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0620eadeb020a9ad4969575b396d15b24b28e71b",
"body": null,
"is_bot": false,
"headline": "upd init.py files",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2024-12-18T15:50:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d72e74d2493db7afba49c2d13af1a2c9d03026c1",
"body": null,
"is_bot": false,
"headline": "increase urllib maximum version",
"author_name": "dfsvlado",
"author_login": "dfsvlado",
"committed_at": "2024-11-29T10:43:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "707a1b13352eff4590889515290752366e8f36a6",
"body": null,
"is_bot": false,
"headline": "update code version",
"author_name": "dfsvlado",
"author_login": "dfsvlado",
"committed_at": "2024-11-28T20:49:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "24f16dc59d6c6ad91b908f3af59abec0c20c6c52",
"body": null,
"is_bot": false,
"headline": "update code version",
"author_name": "dfsvlado",
"author_login": "dfsvlado",
"committed_at": "2024-11-28T20:48:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a34d9d09c7384517237a776256e135bdd8f54b99",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2024-09-30T11:01:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7a5431beb0fe5fe19986a35b16f0023ca8b4deb1",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2024-09-06T16:24:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3f2710773d7ec08ad124e58c2f06027d9db23e69",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2024-09-04T12:02:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "201941566131366d8c831042a0490db639425341",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "lVics",
"author_login": "lVics",
"committed_at": "2024-08-28T17:51:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5535dfb513b46baf367876ad34b749339d8be09a",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-07-19T12:55:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dc0e5358578f74c2ec5e75d727261e9d0154f744",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-07-11T09:55:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "23721d1656cf01f6299713866dc08052fd2db832",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-07-05T07:04:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a1ffee620037e9ce8b671dceaab56fd47d72b3c4",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-07-02T06:57:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2a97d3f2c219bfd415d97504395fc8cd86615906",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-06-21T07:46:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ee063fca34538d56c0e7c22e29984e5231aac7ef",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-06-13T07:36:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5e5fc69084288f0c264f2ba90979f0d2dfd3d456",
"body": null,
"is_bot": false,
"headline": "fix names",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-06-11T15:02:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "419f5a1bf0f2ca2f55b6588c41e8c2c011170608",
"body": null,
"is_bot": false,
"headline": "update __ini__.py code to speed up loading",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-06-11T14:45:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e0f53917c0c2fc2fe79b0d82ce895c2719d51432",
"body": null,
"is_bot": false,
"headline": "Merge branch 'master' of https://github.com/dataforseo/PythonClient",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-06-11T10:06:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b187ade0d8787b3d41ff8af42630fc2f64514e7f",
"body": null,
"is_bot": false,
"headline": "remove redundant folder",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-06-11T10:06:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "52b84c53cb57e3404425f35f5eb41ed24965aa61",
"body": "Update README.md",
"is_bot": false,
"headline": "Merge pull request #2 from dataforseo/Sune357-patch-1",
"author_name": "Sune357",
"author_login": "Sune357",
"committed_at": "2024-06-07T14:44:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "26cc215dd3e9779d866893749ddf0df5f93d2255",
"body": null,
"is_bot": false,
"headline": "Update README.md",
"author_name": "Sune357",
"author_login": "Sune357",
"committed_at": "2024-06-07T14:43:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "80b93a0a7cc01812e3b42da54e1f410ceaef48f6",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-06-02T18:03:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4579530f896ace022c72260f90ef7067bf0f1571",
"body": null,
"is_bot": false,
"headline": "add new code version",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-06-02T17:59:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dfb13360067db3f2378ce32f241e9127353f94ef",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-05-19T20:52:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "258804293ef166250f82265c6c931e01519b6232",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-05-08T10:30:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c089f5c2f5b8b434151613263d5552ef6124ffec",
"body": null,
"is_bot": false,
"headline": "new code verison",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-05-07T08:02:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f4195de0666a4b47aa4b13b39c75f2233d2493ad",
"body": null,
"is_bot": false,
"headline": "update code version",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-04-26T15:44:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a29c25fbc5507d6b1ccd6e5d053e948f42618551",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-04-15T07:36:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9ca0624da91e541ecd8bf2fb1a525dc84fbcea22",
"body": null,
"is_bot": false,
"headline": "new code version",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-04-04T14:28:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d3b08d7f2f34df9dd163c293abfea954cfe83b4d",
"body": null,
"is_bot": false,
"headline": "new client version",
"author_name": "Mykyta Biliaiev",
"author_login": "lVics",
"committed_at": "2024-04-01T18:42:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1e5a4d8adf7bdf80084e1ccc6ae2ffc61f83e9a0",
"body": "Update README.md",
"is_bot": false,
"headline": "Merge pull request #1 from georgesvash/patch-1",
"author_name": "dataforseo",
"author_login": null,
"committed_at": "2024-03-07T13:57:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e0d91b40d0164192af5d2c5374f46eece494f9e4",
"body": null,
"is_bot": false,
"headline": "Update README.md",
"author_name": "georgesvash",
"author_login": "georgesvash",
"committed_at": "2024-03-06T17:34:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b042dea83a70b22f6ebf931d5de20c55238c6aad",
"body": null,
"is_bot": false,
"headline": "update docs",
"author_name": "dataforseo",
"author_login": null,
"committed_at": "2024-03-06T07:26:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f8c5112a1f40e28f3c611103b26e1cb6ba526a3a",
"body": null,
"is_bot": false,
"headline": "update README.md",
"author_name": "dataforseo",
"author_login": null,
"committed_at": "2024-03-04T13:54:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "88988293f67841dd9f96a4c2f87978bd18e56015",
"body": null,
"is_bot": false,
"headline": "setup code",
"author_name": "dataforseo",
"author_login": null,
"committed_at": "2024-03-03T20:26:50Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 5,
"commits_last_year": 26,
"latest_release_at": "2026-07-22T07:30:27Z",
"latest_release_tag": "v2.1.0",
"releases_from_tags": true,
"days_since_last_push": 0,
"active_weeks_last_year": 20,
"days_since_latest_release": 0,
"mean_days_between_releases": 23
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 37,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": []
},
"popularity": {
"forks": 13,
"stars": 46,
"watchers": 1,
"fork_history": {
"days": [
{
"date": "2024-03-06",
"count": 1
},
{
"date": "2024-06-06",
"count": 1
},
{
"date": "2024-11-08",
"count": 1
},
{
"date": "2024-11-15",
"count": 1
},
{
"date": "2024-11-26",
"count": 1
},
{
"date": "2025-02-27",
"count": 1
},
{
"date": "2025-05-01",
"count": 1
},
{
"date": "2025-05-19",
"count": 1
},
{
"date": "2025-07-16",
"count": 1
},
{
"date": "2025-07-26",
"count": 1
},
{
"date": "2025-09-01",
"count": 1
},
{
"date": "2026-01-09",
"count": 1
},
{
"date": "2026-03-03",
"count": 1
}
],
"complete": true,
"collected": 13,
"total_forks": 13
},
"star_history": {
"days": [
{
"date": "2024-03-04",
"count": 1
},
{
"date": "2024-04-10",
"count": 1
},
{
"date": "2024-04-17",
"count": 1
},
{
"date": "2024-05-19",
"count": 1
},
{
"date": "2024-06-10",
"count": 1
},
{
"date": "2024-06-14",
"count": 2
},
{
"date": "2024-07-26",
"count": 1
},
{
"date": "2024-08-27",
"count": 1
},
{
"date": "2024-09-13",
"count": 1
},
{
"date": "2024-10-04",
"count": 1
},
{
"date": "2024-10-20",
"count": 1
},
{
"date": "2024-11-08",
"count": 1
},
{
"date": "2024-11-17",
"count": 1
},
{
"date": "2024-11-29",
"count": 1
},
{
"date": "2024-11-30",
"count": 1
},
{
"date": "2025-01-08",
"count": 1
},
{
"date": "2025-01-22",
"count": 1
},
{
"date": "2025-01-29",
"count": 1
},
{
"date": "2025-01-31",
"count": 1
},
{
"date": "2025-02-01",
"count": 1
},
{
"date": "2025-02-03",
"count": 1
},
{
"date": "2025-02-06",
"count": 1
},
{
"date": "2025-02-16",
"count": 1
},
{
"date": "2025-03-11",
"count": 1
},
{
"date": "2025-03-19",
"count": 1
},
{
"date": "2025-04-03",
"count": 1
},
{
"date": "2025-04-05",
"count": 1
},
{
"date": "2025-05-08",
"count": 1
},
{
"date": "2025-05-23",
"count": 1
},
{
"date": "2025-08-05",
"count": 1
},
{
"date": "2025-08-29",
"count": 1
},
{
"date": "2025-09-04",
"count": 1
},
{
"date": "2025-10-06",
"count": 1
},
{
"date": "2025-10-19",
"count": 1
},
{
"date": "2025-11-30",
"count": 1
},
{
"date": "2025-12-10",
"count": 1
},
{
"date": "2025-12-24",
"count": 1
},
{
"date": "2026-01-09",
"count": 1
},
{
"date": "2026-01-25",
"count": 1
},
{
"date": "2026-01-28",
"count": 1
},
{
"date": "2026-02-06",
"count": 1
},
{
"date": "2026-03-24",
"count": 1
},
{
"date": "2026-04-13",
"count": 1
},
{
"date": "2026-07-07",
"count": 1
},
{
"date": "2026-07-16",
"count": 1
}
],
"complete": true,
"collected": 46,
"total_stars": 46
},
"open_issues_and_prs": 0
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [],
"largest_source_bytes": 1125290,
"source_files_sampled": 2877,
"oversized_source_files": 12,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"setup.py"
],
"advisories": {
"error": "No resolved dependencies carried a version and a supported ecosystem",
"scope": "repository_graph",
"source": null,
"findings": [],
"collected": false,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 0,
"malicious_count": 0,
"assessed_package": null,
"unassessed_count": 4,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "pydantic",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "python-dateutil",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": null,
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 4,
"direct_count": 0,
"indirect_count": 4
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 3,
"open_issues": 0,
"closed_ratio": 1,
"closed_issues": 15,
"closed_unmerged_prs": 0
},
"bus_factor": 1,
"bot_contributors": 0,
"top_contributors": [
{
"type": "User",
"login": "lVics",
"commits": 46,
"avatar_url": "https://avatars.githubusercontent.com/u/43851877?v=4"
},
{
"type": "User",
"login": "dfs-lvics",
"commits": 18,
"avatar_url": "https://avatars.githubusercontent.com/u/245347642?v=4"
},
{
"type": "User",
"login": "dfsvlado",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/163892817?v=4"
},
{
"type": "User",
"login": "Sune357",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/5107074?v=4"
},
{
"type": "User",
"login": "middas-0706",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/42866174?v=4"
},
{
"type": "User",
"login": "georgesvash",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/44668110?v=4"
}
],
"contributors_sampled": 6,
"top_contributor_share": 0.648
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"publish.yaml"
],
"has_docs_dir": true,
"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": null,
"reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": null,
"reason": "no pull request found",
"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 0/30 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": 0,
"reason": "no 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": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 6,
"reason": "6 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 6",
"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": "no SAST tool detected",
"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": "cf1a95e3e408896ebd4565819d9dda330c2bebad",
"ran_at": "2026-07-22T07:32:14Z",
"aggregate_score": 4.2,
"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": "2026-07-22T07:31:29Z",
"oldest_open_prs": [],
"last_merged_pr_at": "2025-05-17T07:28:56Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": []
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/dataforseo/PythonClient",
"host": "github.com",
"name": "PythonClient",
"owner": "dataforseo"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 58,
"inputs": {
"security": 42,
"vitality": 77,
"community": 43,
"governance": 56,
"engineering": 68
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "good",
"name": "Vitality",
"value": 77,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "moderate",
"name": "Development activity",
"note": null,
"notes": [],
"value": 69,
"inputs": {
"commits_last_year": 26,
"human_commit_share": 1,
"days_since_last_push": 0,
"active_weeks_last_year": 20
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "20/52 weeks with commits",
"points": 13.8,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 20
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "26 commits in the last year",
"points": 12.9,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 26
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "6 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"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": 88,
"inputs": {
"releases_count": 5,
"latest_release_tag": "v2.1.0",
"releases_from_tags": true,
"days_since_latest_release": 0,
"mean_days_between_releases": 23
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "5 version tags (no GitHub releases)",
"points": 16.2,
"status": "partial",
"details": [
{
"code": "version_tags_no_releases",
"params": {
"count": 5
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~23 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 23
}
}
],
"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": "excellent",
"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": 0,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 0 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 0
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "at_risk",
"name": "Community & Adoption",
"value": 43,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "at_risk",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 36,
"inputs": {
"forks": 13,
"stars": 46,
"watchers": 1,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "below_threshold"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "46 stars",
"points": 26.8,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 46
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "13 forks",
"points": 9,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 13
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "1 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 1
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"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": 56,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 25,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 6,
"top_contributor_share": 0.648
},
"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 65% of commits",
"points": 7.9,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 65
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "6 contributors",
"points": 8.1,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 6
}
}
],
"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": "excellent",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"merged_prs": 3,
"open_issues": 0,
"closed_issues": 15,
"issue_closed_ratio": 1,
"closed_unmerged_prs": 0
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "100% of issues closed",
"points": 46.8,
"status": "met",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 100
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "3/3 decided PRs merged",
"points": 38.2,
"status": "met",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 3,
"decided": 3
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 64,
"inputs": {
"followers": 89,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "dataforseo",
"public_repos": 13,
"account_age_days": 3312
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "89 followers of dataforseo",
"points": 14.1,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 89,
"login": "dataforseo"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "13 public repos, account ~9 yr old",
"points": 20.3,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 13
}
},
{
"code": "account_age_years",
"params": {
"years": 9
}
}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 68,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"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": "1 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 1
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 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": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"topics": [],
"has_wiki": false,
"homepage": "https://dataforseo.com/",
"has_readme": true,
"has_docs_dir": true,
"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": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://dataforseo.com/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 42,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, CI-Tests, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"ci_tests",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 42,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 4.2
},
"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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 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": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "6 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 6",
"points": 4.5,
"status": "partial",
"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": "no SAST tool detected",
"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": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 1
},
"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": "critical",
"name": "AI Readiness",
"value": 21,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 3,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.053,
"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": "4 of 75 human commits state their intent (structured subject or explanatory body)",
"points": 2.8,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 4,
"sampled": 75
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "critical",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 22,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 75",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 75
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"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": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 1125290,
"source_files_sampled": 2877,
"oversized_source_files": 12
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "12/2877 source files over 60KB",
"points": 54.8,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 2877,
"oversized": 12
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"No resolved dependencies carried a version and a supported ecosystem"
],
"report_type": "repository",
"generated_at": "2026-07-22T07:32:23.483894Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/dataforseo/PythonClient.svg",
"full_name": "dataforseo/PythonClient",
"license_state": "standard",
"license_spdx": "MIT"
}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 v1.13.0, Schema v0.26.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken.