Öffentliches Register
Software-GesundheitsberichtSchema 0.15.0 · Metriken 1.13.0 · 2026-07-20 01:20 UTC

ambient-code / agentready

Repo Optimizer: Assess git repositories for AI-assisted development readiness. Submit your score!

PythonMIT★ 145 Sterne⑂ 60 Forksseit Nov. 2025Auf GitHub ansehen ↗

ambient-code/agentready erreicht einen Gesundheitsindex von 77 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Engineering Quality (92/100) ab, am schwächsten bei Security (59/100). Zuletzt vor 3 Tagen aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.

77
gesamt / 100
Gut

Software-Gesundheitsindex

Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.

77
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.

Eigentümerschaft

ambient-codeOrganisation
106 Follower19 öffentliche Reposseit Sept. 2025

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIagentready2.50.04.52285vor 3 Tagen

Metriken nach Kategorie

Vitalität

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

91Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 3 Tagen
20.8/36Commit-Rhythmus — 30/52 Wochen mit Commits
18/18Commit-Volumen — 641 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year641
human_commit_share
days_since_last_push3
active_weeks_last_year30

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 100 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 3 Tagen
27/27Release-Rhythmus — ein Release etwa alle 5,4 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count100
latest_release_tagv2.50.0
releases_from_tagsnein
days_since_latest_release3
mean_days_between_releases5,4
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?

67Mittel · 18 % des Gesamtindex
Wie die Bewertung erfolgt
35/60Stars — 145 Stars
14.8/25Forks — 60 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks60
stars145
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templateja
Wie die Bewertung erfolgt
48.7/80Downloads pro Monat — 4.522 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesagentready
dependents
ecosystemspypi
total_downloads
monthly_downloads4.522
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.

Nachhaltigkeit & Governance

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

73Gut · 24 % des Gesamtindex
Wie die Bewertung erfolgt
25.2/54Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab
16.2/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 28 % der Commits
13.5/13.5Breite der Beitragenden — 36 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor2
contributors_sampled36
top_contributor_share0,281
Wie die Bewertung erfolgt
37.1/46.8Issue-Lösungsquote — 79 % der Issues geschlossen
33.7/38.3PR-Annahme — 284/322 entschiedene PRs gemergt
6/15OpenSSF Scorecard: Code-Review — Found 10/23 approved changesets -- score normalized to 4
Verwendete Eingangsdaten
merged_prs284
open_issues39
closed_issues150
issue_closed_ratio0,794
closed_unmerged_prs38
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
14.6/25Reichweite des Inhabers — 106 Follower von ambient-code
11.2/25Kontohistorie — 19 öffentliche Repos, Kontoalter ca. 0 Jahre
Verwendete Eingangsdaten
followers106
owner_typeOrganization
is_verified
owner_loginambient-code
public_repos19
account_age_days312

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 3 Tagen
20/20Versionshistorie — 85 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesagentready
ecosystemspypi
any_deprecatednein
min_days_since_publish3

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

92Exzellent · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 12 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration
9.6/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 17 out of 17 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_configja

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://ambient-code.github.io/agentready/
10/10Repository-Beschreibung
10/10Topics — 4 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsai-assisted-development, assessment-tool, code-quality, python
has_wikinein
homepagehttps://ambient-code.github.io/agentready/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

59Mittel · 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 — 17 out of 17 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
3/7.5Code-Review — Found 10/23 approved changesets -- score normalized to 4
2.5/2.5Contributors — project has 8 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 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
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
4.5/7.5Vulnerabilities — 4 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5,9
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): 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.

66Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — AGENTS.md, CLAUDE.md
0/15Maschinenlesbare Doku (llms.txt)
0/40Lesbare Commit-Historie — keine Daten
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes2.612
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Makefile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
10/10Reproduzierbare Umgebung — lockfile
0/10Belegte Agentenpraxis — keine Daten
5/8Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesGemfile.lock, uv.lock
has_dockerfilenein
typed_languagenein
bootstrap_filesMakefile
has_devcontainernein
has_linter_configja
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
54.3/55Handhabbare Dateigrößen — 2/163 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes72.600
source_files_sampled163
oversized_source_files2
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — demos, examples
Verwendete Eingangsdaten
example_dirsdemos, examples
has_mcp_signalnein
api_schema_files

Eckdaten

145GitHub-Sterne
36Mitwirkende
641Commits, letzte 12 Monate
3Tage seit letztem Push
100Releases
2Bus-Faktor
39offene Issues
PyPI, RubyGemsPaket-Ökosysteme

Weitere Details

OpenSSF Scorecard 5.9 / 10
5.9Gesamtwert

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 · 2026-07-20 01:18 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests17 out of 17 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 10/23 approved changesets -- score normalized to 4
10Contributorsproject has 8 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 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
10Security-Policysecurity policy file detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6Vulnerabilities4 existing vulnerabilities detected
Direkte Abhängigkeiten 22
RegistryPaketVersionsvorgabeManifest
RubyGemsgithub-pagesdocs/Gemfile
RubyGemsjekyll-seo-tagdocs/Gemfile
RubyGemsjekyll-sitemapdocs/Gemfile
RubyGemsjekyll-feeddocs/Gemfile
RubyGemswebrickdocs/Gemfile
RubyGemscsvdocs/Gemfile
RubyGemsbase64docs/Gemfile
RubyGemsbigdecimaldocs/Gemfile
PyPIclick>=8.1.0pyproject.toml
PyPIjinja2>=3.1.0pyproject.toml
PyPIpyyaml>=6.0pyproject.toml
PyPIgitpython>=3.1.0pyproject.toml
PyPIradon>=6.0.0pyproject.toml
PyPIlizard>=1.17.0pyproject.toml
PyPIanthropic>=0.74.0pyproject.toml
PyPIjsonschema>=4.17.0pyproject.toml
PyPIrequests>=2.31.0pyproject.toml
PyPIpydantic>=2.0.0pyproject.toml
PyPIpandas>=2.0.0pyproject.toml
PyPIplotly>=5.0.0pyproject.toml
PyPIscipy>=1.10.0pyproject.toml
PyPIPyGithub>=2.1.1pyproject.toml
Alle Abhängigkeiten 171

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 24 direkte und 147 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIanthropic0.40.0direkt
PyPIanthropic0.74.1direkt
PyPIclick8.3.1direkt
PyPIgitpython3.1.50direkt
PyPIjinja23.1.6direkt
PyPIjsonschema4.25.1direkt
PyPIlizard1.19.0direkt
PyPIpandas2.3.3direkt
PyPIplotly6.5.0direkt
PyPIpydantic2.12.4direkt
PyPIpygithub2.8.1direkt
PyPIpyyaml6.0.2direkt
PyPIpyyaml6.0.3direkt
PyPIradon6.0.1direkt
PyPIrequests2.33.0direkt
PyPIscipy1.16.3direkt
RubyGemsbase640.2.0direkt
RubyGemsbigdecimal4.0.1direkt
RubyGemscsv3.3.5direkt
RubyGemsgithub-pages231direkt
RubyGemsjekyll-feed0.17.0direkt
RubyGemsjekyll-seo-tag2.8.0direkt
RubyGemsjekyll-sitemap1.4.0direkt
RubyGemswebrick1.9.2direkt
PyPIagentready2.49.0indirekt
PyPIannotated-types0.7.0indirekt
PyPIanyio4.11.0indirekt
PyPIattrs25.4.0indirekt
PyPIblack26.3.1indirekt
PyPIcertifi2025.11.12indirekt
PyPIcffi2.0.0indirekt
PyPIcharset-normalizer3.4.4indirekt
PyPIcolorama0.4.6indirekt
PyPIcoverage7.12.0indirekt
PyPIcryptography48.0.1indirekt
PyPIdistro1.9.0indirekt
PyPIdocstring-parser0.17.0indirekt
PyPIflake87.3.0indirekt
PyPIgitdb4.0.12indirekt
PyPIh110.16.0indirekt
PyPIhttpcore1.0.9indirekt
PyPIhttpx0.28.1indirekt
PyPIidna3.15indirekt
PyPIiniconfig2.3.0indirekt
PyPIisort7.0.0indirekt
PyPIjiter0.12.0indirekt
PyPIjsonschema-specifications2025.9.1indirekt
PyPImando0.7.1indirekt
PyPImarkupsafe3.0.3indirekt
PyPImccabe0.7.0indirekt
PyPImypy-extensions1.1.0indirekt
PyPInarwhals2.13.0indirekt
PyPInumpy2.3.5indirekt
PyPIpackaging25.0indirekt
PyPIpathspec1.0.4indirekt
PyPIplatformdirs4.5.0indirekt
PyPIpluggy1.6.0indirekt
PyPIpycodestyle2.14.0indirekt
PyPIpycparser2.23indirekt
PyPIpydantic-core2.41.5indirekt
PyPIpyflakes3.4.0indirekt
PyPIpygments2.20.0indirekt
PyPIpyjwt2.13.0indirekt
PyPIpynacl1.6.2indirekt
PyPIpytest9.0.3indirekt
PyPIpytest-cov7.0.0indirekt
PyPIpython-dateutil2.9.0.post0indirekt
PyPIpython-dotenv1.2.2indirekt
PyPIpytokens0.4.1indirekt
PyPIpytz2025.2indirekt
PyPIreferencing0.37.0indirekt
PyPIrpds-py0.29.0indirekt
PyPIruff0.14.6indirekt
PyPIsix1.17.0indirekt
PyPIsmmap5.0.2indirekt
PyPIsniffio1.3.1indirekt
PyPItyping-extensions4.15.0indirekt
PyPItyping-inspection0.4.2indirekt
PyPItzdata2025.2indirekt
PyPIurllib32.7.0indirekt
RubyGemsactivesupport6.1.7.10indirekt
RubyGemsaddressable2.9.0indirekt
RubyGemscoffee-script2.4.1indirekt
RubyGemscoffee-script-source1.12.2indirekt
RubyGemscolorator1.1.0indirekt
RubyGemscommonmarker0.23.12indirekt
RubyGemsconcurrent-ruby1.3.7indirekt
RubyGemsdnsruby1.73.1indirekt
RubyGemsem-websocket0.5.3indirekt
RubyGemsethon0.15.0indirekt
RubyGemseventmachine1.2.7indirekt
RubyGemsexecjs2.10.0indirekt
RubyGemsfaraday2.14.2indirekt
RubyGemsfaraday-net_http3.4.2indirekt
RubyGemsffi1.17.2indirekt
RubyGemsforwardable-extended2.6.0indirekt
RubyGemsgemoji4.1.0indirekt
RubyGemsgithub-pages-health-check1.18.2indirekt
RubyGemshtml-pipeline2.14.3indirekt
RubyGemshtml-proofer4.4.3indirekt
RubyGemshttp_parser.rb0.8.0indirekt
RubyGemsi18n1.14.7indirekt
RubyGemsjekyll3.9.5indirekt
RubyGemsjekyll-avatar0.8.0indirekt
RubyGemsjekyll-coffeescript1.2.2indirekt
RubyGemsjekyll-commonmark1.4.0indirekt
RubyGemsjekyll-commonmark-ghpages0.4.0indirekt
RubyGemsjekyll-default-layout0.1.5indirekt
RubyGemsjekyll-gist1.5.0indirekt
RubyGemsjekyll-github-metadata2.16.1indirekt
RubyGemsjekyll-include-cache0.2.1indirekt
RubyGemsjekyll-mentions1.6.0indirekt
RubyGemsjekyll-optional-front-matter0.3.2indirekt
RubyGemsjekyll-paginate1.1.0indirekt
RubyGemsjekyll-readme-index0.3.0indirekt
RubyGemsjekyll-redirect-from0.16.0indirekt
RubyGemsjekyll-relative-links0.6.1indirekt
RubyGemsjekyll-remote-theme0.4.3indirekt
RubyGemsjekyll-sass-converter1.5.2indirekt
RubyGemsjekyll-swiss1.0.0indirekt
RubyGemsjekyll-theme-architect0.2.0indirekt
RubyGemsjekyll-theme-cayman0.2.0indirekt
RubyGemsjekyll-theme-dinky0.2.0indirekt
RubyGemsjekyll-theme-hacker0.2.0indirekt
RubyGemsjekyll-theme-leap-day0.2.0indirekt
RubyGemsjekyll-theme-merlot0.2.0indirekt
RubyGemsjekyll-theme-midnight0.2.0indirekt
RubyGemsjekyll-theme-minimal0.2.0indirekt
RubyGemsjekyll-theme-modernist0.2.0indirekt
RubyGemsjekyll-theme-primer0.6.0indirekt
RubyGemsjekyll-theme-slate0.2.0indirekt
RubyGemsjekyll-theme-tactile0.2.0indirekt
RubyGemsjekyll-theme-time-machine0.2.0indirekt
RubyGemsjekyll-titles-from-headings0.5.3indirekt
RubyGemsjekyll-watch2.2.1indirekt
RubyGemsjemoji0.13.0indirekt
RubyGemsjson2.19.5indirekt
RubyGemskramdown2.4.0indirekt
RubyGemskramdown-parser-gfm1.1.0indirekt
RubyGemsliquid4.0.4indirekt
RubyGemslisten3.9.0indirekt
RubyGemslogger1.7.0indirekt
RubyGemsmercenary0.3.6indirekt
RubyGemsmini_portile22.8.9indirekt
RubyGemsminima2.5.1indirekt
RubyGemsminitest5.25.4indirekt
RubyGemsnet-http0.9.1indirekt
RubyGemsnokogiri1.19.4indirekt
RubyGemsoctokit4.25.1indirekt
RubyGemsparallel1.24.0indirekt
RubyGemspathutil0.16.2indirekt
RubyGemspublic_suffix5.1.1indirekt
RubyGemsracc1.8.1indirekt
RubyGemsrainbow3.1.1indirekt
RubyGemsrb-fsevent0.11.2indirekt
RubyGemsrb-inotify0.11.1indirekt
RubyGemsrexml3.4.4indirekt
RubyGemsrouge3.30.0indirekt
RubyGemsrubyzip2.4.1indirekt
RubyGemssafe_yaml1.0.5indirekt
RubyGemssass3.7.4indirekt
RubyGemssass-listen4.0.0indirekt
RubyGemssawyer0.9.3indirekt
RubyGemssimpleidn0.2.3indirekt
RubyGemsterminal-table1.8.0indirekt
RubyGemstyphoeus1.5.0indirekt
RubyGemstzinfo2.0.6indirekt
RubyGemsunicode-display_width1.8.0indirekt
RubyGemsuri1.1.1indirekt
RubyGemsyell2.2.2indirekt
RubyGemszeitwerk2.6.18indirekt
JSON-Rohbericht maschinenlesbar
{
  "data": {
    "repo": {
      "topics": [
        "ai-assisted-development",
        "assessment-tool",
        "code-quality",
        "python"
      ],
      "is_fork": false,
      "size_kb": 6771,
      "has_wiki": false,
      "homepage": "https://ambient-code.github.io/agentready/",
      "languages": {
        "HTML": 72609,
        "Jinja": 85703,
        "Shell": 67685,
        "Python": 1858199,
        "Makefile": 2913,
        "JavaScript": 5575
      },
      "pushed_at": "2026-07-16T13:00:44Z",
      "created_at": "2025-11-21T08:51:33Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-16T13:01:00Z",
      "description": "Repo Optimizer: Assess git repositories for AI-assisted development readiness. Submit your score!",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": null,
      "type": "Organization",
      "login": "ambient-code",
      "company": null,
      "location": null,
      "followers": 106,
      "avatar_url": "https://avatars.githubusercontent.com/u/231559327?v=4",
      "created_at": "2025-09-10T19:51:00Z",
      "is_verified": null,
      "public_repos": 19,
      "account_age_days": 312
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases_count": 100,
      "commits_last_year": 641,
      "latest_release_at": "2026-07-16T13:00:45Z",
      "latest_release_tag": "v2.50.0",
      "releases_from_tags": false,
      "days_since_last_push": 3,
      "active_weeks_last_year": 30,
      "days_since_latest_release": 3,
      "mean_days_between_releases": 5.4
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 100,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": true
    },
    "ecosystem": {
      "packages": [
        {
          "name": "agentready",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "Development Status :: 4 - Beta",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Topic :: Software Development :: Quality Assurance"
          ],
          "ecosystem": "pypi",
          "matches_repo": null,
          "registry_url": "https://pypi.org/project/agentready/",
          "is_deprecated": false,
          "latest_version": "2.50.0",
          "repository_url": null,
          "versions_count": 85,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 4522,
          "first_published_at": "2025-12-04T04:03:44.461777Z",
          "latest_published_at": "2026-07-16T13:01:22.161696Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 3
        }
      ]
    },
    "popularity": {
      "forks": 60,
      "stars": 145,
      "watchers": 0,
      "open_issues_and_prs": 46
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "demos",
        "examples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "largest_source_bytes": 72600,
      "source_files_sampled": 163,
      "oversized_source_files": 2,
      "agent_instruction_files": [
        "AGENTS.md",
        "CLAUDE.md"
      ],
      "agent_instruction_max_bytes": 2612
    },
    "dependencies": {
      "manifests": [
        "docs/Gemfile",
        "pyproject.toml",
        "scripts/requirements.txt"
      ],
      "ecosystems": [
        "pypi",
        "rubygems"
      ],
      "dependencies": [
        {
          "name": "github-pages",
          "manifest": "docs/Gemfile",
          "ecosystem": "rubygems",
          "version_constraint": null
        },
        {
          "name": "jekyll-seo-tag",
          "manifest": "docs/Gemfile",
          "ecosystem": "rubygems",
          "version_constraint": null
        },
        {
          "name": "jekyll-sitemap",
          "manifest": "docs/Gemfile",
          "ecosystem": "rubygems",
          "version_constraint": null
        },
        {
          "name": "jekyll-feed",
          "manifest": "docs/Gemfile",
          "ecosystem": "rubygems",
          "version_constraint": null
        },
        {
          "name": "webrick",
          "manifest": "docs/Gemfile",
          "ecosystem": "rubygems",
          "version_constraint": null
        },
        {
          "name": "csv",
          "manifest": "docs/Gemfile",
          "ecosystem": "rubygems",
          "version_constraint": null
        },
        {
          "name": "base64",
          "manifest": "docs/Gemfile",
          "ecosystem": "rubygems",
          "version_constraint": null
        },
        {
          "name": "bigdecimal",
          "manifest": "docs/Gemfile",
          "ecosystem": "rubygems",
          "version_constraint": null
        },
        {
          "name": "click",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=8.1.0"
        },
        {
          "name": "jinja2",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3.1.0"
        },
        {
          "name": "pyyaml",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=6.0"
        },
        {
          "name": "gitpython",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3.1.0"
        },
        {
          "name": "radon",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=6.0.0"
        },
        {
          "name": "lizard",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.17.0"
        },
        {
          "name": "anthropic",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.74.0"
        },
        {
          "name": "jsonschema",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=4.17.0"
        },
        {
          "name": "requests",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.31.0"
        },
        {
          "name": "pydantic",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.0.0"
        },
        {
          "name": "pandas",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.0.0"
        },
        {
          "name": "plotly",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=5.0.0"
        },
        {
          "name": "scipy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.10.0"
        },
        {
          "name": "PyGithub",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.1.1"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "anthropic",
            "direct": true,
            "version": "0.40.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anthropic",
            "direct": true,
            "version": "0.74.1",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": true,
            "version": "8.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "gitpython",
            "direct": true,
            "version": "3.1.50",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": true,
            "version": "3.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema",
            "direct": true,
            "version": "4.25.1",
            "ecosystem": "pypi"
          },
          {
            "name": "lizard",
            "direct": true,
            "version": "1.19.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": true,
            "version": "2.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "plotly",
            "direct": true,
            "version": "6.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": true,
            "version": "2.12.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pygithub",
            "direct": true,
            "version": "2.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": true,
            "version": "6.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": true,
            "version": "6.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "radon",
            "direct": true,
            "version": "6.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.33.0",
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": true,
            "version": "1.16.3",
            "ecosystem": "pypi"
          },
          {
            "name": "base64",
            "direct": true,
            "version": "0.2.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "bigdecimal",
            "direct": true,
            "version": "4.0.1",
            "ecosystem": "rubygems"
          },
          {
            "name": "csv",
            "direct": true,
            "version": "3.3.5",
            "ecosystem": "rubygems"
          },
          {
            "name": "github-pages",
            "direct": true,
            "version": "231",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-feed",
            "direct": true,
            "version": "0.17.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-seo-tag",
            "direct": true,
            "version": "2.8.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-sitemap",
            "direct": true,
            "version": "1.4.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "webrick",
            "direct": true,
            "version": "1.9.2",
            "ecosystem": "rubygems"
          },
          {
            "name": "agentready",
            "direct": false,
            "version": "2.49.0",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "25.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "black",
            "direct": false,
            "version": "26.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2025.11.12",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "coverage",
            "direct": false,
            "version": "7.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "48.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "distro",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "docstring-parser",
            "direct": false,
            "version": "0.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "flake8",
            "direct": false,
            "version": "7.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "gitdb",
            "direct": false,
            "version": "4.0.12",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": "0.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.15",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "isort",
            "direct": false,
            "version": "7.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jiter",
            "direct": false,
            "version": "0.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema-specifications",
            "direct": false,
            "version": "2025.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mando",
            "direct": false,
            "version": "0.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "mccabe",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy-extensions",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "narwhals",
            "direct": false,
            "version": "2.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.3.5",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pathspec",
            "direct": false,
            "version": "1.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "4.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pycodestyle",
            "direct": false,
            "version": "2.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "2.23",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.41.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pyflakes",
            "direct": false,
            "version": "3.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyjwt",
            "direct": false,
            "version": "2.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pynacl",
            "direct": false,
            "version": "1.6.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "9.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": "7.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": false,
            "version": "2.9.0.post0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dotenv",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pytokens",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytz",
            "direct": false,
            "version": "2025.2",
            "ecosystem": "pypi"
          },
          {
            "name": "referencing",
            "direct": false,
            "version": "0.37.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rpds-py",
            "direct": false,
            "version": "0.29.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": false,
            "version": "0.14.6",
            "ecosystem": "pypi"
          },
          {
            "name": "six",
            "direct": false,
            "version": "1.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "smmap",
            "direct": false,
            "version": "5.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "sniffio",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tzdata",
            "direct": false,
            "version": "2025.2",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "activesupport",
            "direct": false,
            "version": "6.1.7.10",
            "ecosystem": "rubygems"
          },
          {
            "name": "addressable",
            "direct": false,
            "version": "2.9.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "coffee-script",
            "direct": false,
            "version": "2.4.1",
            "ecosystem": "rubygems"
          },
          {
            "name": "coffee-script-source",
            "direct": false,
            "version": "1.12.2",
            "ecosystem": "rubygems"
          },
          {
            "name": "colorator",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "commonmarker",
            "direct": false,
            "version": "0.23.12",
            "ecosystem": "rubygems"
          },
          {
            "name": "concurrent-ruby",
            "direct": false,
            "version": "1.3.7",
            "ecosystem": "rubygems"
          },
          {
            "name": "dnsruby",
            "direct": false,
            "version": "1.73.1",
            "ecosystem": "rubygems"
          },
          {
            "name": "em-websocket",
            "direct": false,
            "version": "0.5.3",
            "ecosystem": "rubygems"
          },
          {
            "name": "ethon",
            "direct": false,
            "version": "0.15.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "eventmachine",
            "direct": false,
            "version": "1.2.7",
            "ecosystem": "rubygems"
          },
          {
            "name": "execjs",
            "direct": false,
            "version": "2.10.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "faraday",
            "direct": false,
            "version": "2.14.2",
            "ecosystem": "rubygems"
          },
          {
            "name": "faraday-net_http",
            "direct": false,
            "version": "3.4.2",
            "ecosystem": "rubygems"
          },
          {
            "name": "ffi",
            "direct": false,
            "version": "1.17.2",
            "ecosystem": "rubygems"
          },
          {
            "name": "forwardable-extended",
            "direct": false,
            "version": "2.6.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "gemoji",
            "direct": false,
            "version": "4.1.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "github-pages-health-check",
            "direct": false,
            "version": "1.18.2",
            "ecosystem": "rubygems"
          },
          {
            "name": "html-pipeline",
            "direct": false,
            "version": "2.14.3",
            "ecosystem": "rubygems"
          },
          {
            "name": "html-proofer",
            "direct": false,
            "version": "4.4.3",
            "ecosystem": "rubygems"
          },
          {
            "name": "http_parser.rb",
            "direct": false,
            "version": "0.8.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "i18n",
            "direct": false,
            "version": "1.14.7",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll",
            "direct": false,
            "version": "3.9.5",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-avatar",
            "direct": false,
            "version": "0.8.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-coffeescript",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-commonmark",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-commonmark-ghpages",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-default-layout",
            "direct": false,
            "version": "0.1.5",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-gist",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-github-metadata",
            "direct": false,
            "version": "2.16.1",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-include-cache",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-mentions",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-optional-front-matter",
            "direct": false,
            "version": "0.3.2",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-paginate",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-readme-index",
            "direct": false,
            "version": "0.3.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-redirect-from",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-relative-links",
            "direct": false,
            "version": "0.6.1",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-remote-theme",
            "direct": false,
            "version": "0.4.3",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-sass-converter",
            "direct": false,
            "version": "1.5.2",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-swiss",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-theme-architect",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-theme-cayman",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-theme-dinky",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-theme-hacker",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-theme-leap-day",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-theme-merlot",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-theme-midnight",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-theme-minimal",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-theme-modernist",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-theme-primer",
            "direct": false,
            "version": "0.6.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-theme-slate",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-theme-tactile",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-theme-time-machine",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-titles-from-headings",
            "direct": false,
            "version": "0.5.3",
            "ecosystem": "rubygems"
          },
          {
            "name": "jekyll-watch",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "rubygems"
          },
          {
            "name": "jemoji",
            "direct": false,
            "version": "0.13.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "json",
            "direct": false,
            "version": "2.19.5",
            "ecosystem": "rubygems"
          },
          {
            "name": "kramdown",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "kramdown-parser-gfm",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "liquid",
            "direct": false,
            "version": "4.0.4",
            "ecosystem": "rubygems"
          },
          {
            "name": "listen",
            "direct": false,
            "version": "3.9.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "logger",
            "direct": false,
            "version": "1.7.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "mercenary",
            "direct": false,
            "version": "0.3.6",
            "ecosystem": "rubygems"
          },
          {
            "name": "mini_portile2",
            "direct": false,
            "version": "2.8.9",
            "ecosystem": "rubygems"
          },
          {
            "name": "minima",
            "direct": false,
            "version": "2.5.1",
            "ecosystem": "rubygems"
          },
          {
            "name": "minitest",
            "direct": false,
            "version": "5.25.4",
            "ecosystem": "rubygems"
          },
          {
            "name": "net-http",
            "direct": false,
            "version": "0.9.1",
            "ecosystem": "rubygems"
          },
          {
            "name": "nokogiri",
            "direct": false,
            "version": "1.19.4",
            "ecosystem": "rubygems"
          },
          {
            "name": "octokit",
            "direct": false,
            "version": "4.25.1",
            "ecosystem": "rubygems"
          },
          {
            "name": "parallel",
            "direct": false,
            "version": "1.24.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "pathutil",
            "direct": false,
            "version": "0.16.2",
            "ecosystem": "rubygems"
          },
          {
            "name": "public_suffix",
            "direct": false,
            "version": "5.1.1",
            "ecosystem": "rubygems"
          },
          {
            "name": "racc",
            "direct": false,
            "version": "1.8.1",
            "ecosystem": "rubygems"
          },
          {
            "name": "rainbow",
            "direct": false,
            "version": "3.1.1",
            "ecosystem": "rubygems"
          },
          {
            "name": "rb-fsevent",
            "direct": false,
            "version": "0.11.2",
            "ecosystem": "rubygems"
          },
          {
            "name": "rb-inotify",
            "direct": false,
            "version": "0.11.1",
            "ecosystem": "rubygems"
          },
          {
            "name": "rexml",
            "direct": false,
            "version": "3.4.4",
            "ecosystem": "rubygems"
          },
          {
            "name": "rouge",
            "direct": false,
            "version": "3.30.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "rubyzip",
            "direct": false,
            "version": "2.4.1",
            "ecosystem": "rubygems"
          },
          {
            "name": "safe_yaml",
            "direct": false,
            "version": "1.0.5",
            "ecosystem": "rubygems"
          },
          {
            "name": "sass",
            "direct": false,
            "version": "3.7.4",
            "ecosystem": "rubygems"
          },
          {
            "name": "sass-listen",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "sawyer",
            "direct": false,
            "version": "0.9.3",
            "ecosystem": "rubygems"
          },
          {
            "name": "simpleidn",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "rubygems"
          },
          {
            "name": "terminal-table",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "typhoeus",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "tzinfo",
            "direct": false,
            "version": "2.0.6",
            "ecosystem": "rubygems"
          },
          {
            "name": "unicode-display_width",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "uri",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "rubygems"
          },
          {
            "name": "yell",
            "direct": false,
            "version": "2.2.2",
            "ecosystem": "rubygems"
          },
          {
            "name": "zeitwerk",
            "direct": false,
            "version": "2.6.18",
            "ecosystem": "rubygems"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 171,
        "direct_count": 24,
        "indirect_count": 147
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 7,
        "merged_prs": 284,
        "open_issues": 39,
        "closed_ratio": 0.794,
        "closed_issues": 150,
        "closed_unmerged_prs": 38
      },
      "bus_factor": 2,
      "top_contributors": [
        {
          "type": "User",
          "login": "jeremyeder",
          "commits": 180,
          "avatar_url": "https://avatars.githubusercontent.com/u/1919640?v=4"
        },
        {
          "type": "User",
          "login": "semantic-release-bot",
          "commits": 161,
          "avatar_url": "https://avatars.githubusercontent.com/u/32174276?v=4"
        },
        {
          "type": "User",
          "login": "jwm4",
          "commits": 90,
          "avatar_url": "https://avatars.githubusercontent.com/u/11746051?v=4"
        },
        {
          "type": "Bot",
          "login": "dependabot[bot]",
          "commits": 48,
          "avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
        },
        {
          "type": "User",
          "login": "kami619",
          "commits": 41,
          "avatar_url": "https://avatars.githubusercontent.com/u/3415105?v=4"
        },
        {
          "type": "User",
          "login": "natifridman",
          "commits": 27,
          "avatar_url": "https://avatars.githubusercontent.com/u/24797026?v=4"
        },
        {
          "type": "Bot",
          "login": "github-actions[bot]",
          "commits": 25,
          "avatar_url": "https://avatars.githubusercontent.com/in/15368?v=4"
        },
        {
          "type": "User",
          "login": "aviavraham",
          "commits": 9,
          "avatar_url": "https://avatars.githubusercontent.com/u/15818226?v=4"
        },
        {
          "type": "User",
          "login": "mmorhun",
          "commits": 6,
          "avatar_url": "https://avatars.githubusercontent.com/u/15607393?v=4"
        },
        {
          "type": "User",
          "login": "chambridge",
          "commits": 6,
          "avatar_url": "https://avatars.githubusercontent.com/u/29379759?v=4"
        }
      ],
      "contributors_sampled": 36,
      "top_contributor_share": 0.281
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "agentready-assessment.yml",
        "ci.yml",
        "container-test.yml",
        "coverage-comment.yml",
        "dependabot-auto-merge.yml",
        "leaderboard-comment.yml",
        "leaderboard.yml",
        "release.yml",
        "research-update.yml",
        "security.yml",
        "stale-issues.yml",
        "update-docs.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "Gemfile.lock",
        "uv.lock"
      ],
      "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": "17 out of 17 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": 4,
            "reason": "Found 10/23 approved changesets -- score normalized to 4",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 8 contributing companies or organizations",
            "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": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 0 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": 10,
            "reason": "security policy file 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": 6,
            "reason": "4 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "108e5aa857ed641beb421c106964677a0fb41d2f",
        "ran_at": "2026-07-20T01:18:55Z",
        "aggregate_score": 5.9,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": true,
      "has_dependabot_config": true
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/ambient-code/agentready",
    "host": "github.com",
    "name": "agentready",
    "owner": "ambient-code"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 77,
      "inputs": {
        "security": 59,
        "vitality": 91,
        "community": 67,
        "governance": 73,
        "engineering": 92
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 91,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "commits_last_year": 641,
              "human_commit_share": null,
              "days_since_last_push": 3,
              "active_weeks_last_year": 30
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 3 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 3
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "30/52 weeks with commits",
                "points": 20.8,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 30
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "641 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 641
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "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": 100,
            "inputs": {
              "releases_count": 100,
              "latest_release_tag": "v2.50.0",
              "releases_from_tags": false,
              "days_since_latest_release": 3,
              "mean_days_between_releases": 5.4
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "100 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 3 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 3
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~5.4 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 5.4
                    }
                  }
                ],
                "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": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "no_commit_sample",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 67,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "forks": 60,
              "stars": 145,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "145 stars",
                "points": 35,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 145
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "60 forks",
                "points": 14.8,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 60
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (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": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 61,
            "inputs": {
              "packages": [
                "agentready"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 4522
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "4,522 downloads/month across pypi",
                "points": 48.7,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 4522,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 73,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 36,
              "top_contributor_share": 0.281
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 28% of commits",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 28
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "36 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 36
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 8 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "merged_prs": 284,
              "open_issues": 39,
              "closed_issues": 150,
              "issue_closed_ratio": 0.794,
              "closed_unmerged_prs": 38
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "79% of issues closed",
                "points": 37.1,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 79
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "284/322 decided PRs merged",
                "points": 33.7,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 284,
                      "decided": 322
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 10/23 approved changesets -- score normalized to 4",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 56,
            "inputs": {
              "followers": 106,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "ambient-code",
              "public_repos": 19,
              "account_age_days": 312
            },
            "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": "106 followers of ambient-code",
                "points": 14.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 106,
                      "login": "ambient-code"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "19 public repos, account ~0 yr old",
                "points": 11.2,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 19
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "agentready"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 3
            },
            "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 3 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 3
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "85 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 85
                    }
                  }
                ],
                "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": "excellent",
        "name": "Engineering Quality",
        "value": 92,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "12 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 12
                    }
                  }
                ],
                "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": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "17 out of 17 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "ai-assisted-development",
                "assessment-tool",
                "code-quality",
                "python"
              ],
              "has_wiki": false,
              "homepage": "https://ambient-code.github.io/agentready/",
              "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://ambient-code.github.io/agentready/",
                "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": "4 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "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": "moderate",
        "name": "Security",
        "value": 59,
        "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": 59,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.9
            },
            "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": "17 out of 17 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 10/23 approved changesets -- score normalized to 4",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 8 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "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": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 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 detected",
                "points": 5,
                "status": "met",
                "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": "4 existing vulnerabilities detected",
                "points": 4.5,
                "status": "partial",
                "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": 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": "moderate",
        "name": "AI Readiness",
        "value": 66,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 2612
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 73,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Gemfile.lock",
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "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": 11,
                "status": "met",
                "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": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "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": 54,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 72600,
              "source_files_sampled": 163,
              "oversized_source_files": 2
            },
            "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": "2/163 source files over 60KB",
                "points": 54.3,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 163,
                      "oversized": 2
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "demos",
                "examples"
              ],
              "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": "demos, examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "demos, examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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": [],
  "report_type": "repository",
  "generated_at": "2026-07-20T01:20:56.709144Z",
  "schema_version": "0.15.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/ambient-code/agentready.svg",
  "full_name": "ambient-code/agentready",
  "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 v0.15.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte StatistikenPyPI.