Software-GesundheitsberichtSchema 0.11.0 · Metriken 1.13.0 · 2026-07-15 13:16 UTC

the-omics-os / lobster

The self-evolving agentic framework for bioinformatics

PythonEigene Lizenz★ 42 Sterne⑂ 9 Forksseit Aug. 2025Auf GitHub ansehen ↗

#agents #bioinformatics #langgraph #transcriptomics #lobster #omics #proteomics

the-omics-os/lobster erreicht einen Gesundheitsindex von 60 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (81/100) ab, am schwächsten bei Security (34/100). Zuletzt vor 5 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

gesamt / 100

Mittel

Software-Gesundheitsindex

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

Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien

Gut70-84Gesund; geringfügige Lücken

Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen

Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht

Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)

Bewertungsprofil

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

Eigentümerschaft

omics-osOrganisation

14 Follower9 öffentliche Reposseit Aug. 2025

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

Paket-Ökosysteme

Registry	Paket	Version	Downloads / Monat	Versionen	Zuletzt veröffentlicht	Tags
PyPI	lobster-ai	1.1.419	-	58	vor 12 Tagen	bioinformatics rna-seq single-cell ai machine-learning data-analysis genomics

Metriken nach Kategorie

Vitalität

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

80Gut · 22 % des Gesamtindex

Entwicklungsaktivität

73Gut

Wie die Bewertung erfolgt

36/36	Push-Aktualität — letzter Push vor 5 Tagen
9/36	Commit-Rhythmus — 13/52 Wochen mit Commits
18/18	Commit-Volumen — 814 Commits im letzten Jahr
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10

Verwendete Eingangsdaten

commits_last_year	814
human_commit_share	—
days_since_last_push	5
active_weeks_last_year	13

Release-Disziplin

90Exzellent

Wie die Bewertung erfolgt

27/27	Liefert Releases aus — 56 Releases veröffentlicht
36/36	Release-Aktualität — letztes Release vor 12 Tagen
27/27	Release-Rhythmus — ein Release etwa alle 7,6 Tage
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Verwendete Eingangsdaten

releases_count	56
latest_release_tag	v1.1.419
releases_from_tags	nein
days_since_latest_release	12
mean_days_between_releases	7,6

Community & Verbreitung

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

48Gefährdet · 18 % des Gesamtindex

Popularität & Verbreitung

34Gefährdet

Wie die Bewertung erfolgt

26.2/60	Stars — 42 Stars
7.5/25	Forks — 9 Forks
0/15	Watcher — 0 Watcher

Verwendete Eingangsdaten

forks	9
stars	42
watchers	0
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community-Gesundheit

64Mittel

Wie die Bewertung erfolgt

22.5/22.5	README
16.9/22.5	Lizenz — Lizenzdatei vorhanden, keine anerkannte Lizenz
18/18	CONTRIBUTING-Leitfaden
0/13.5	Verhaltenskodex
0/7.2	Issue-Vorlage
0/6.3	PR-Vorlage

Verwendete Eingangsdaten

has_readme	ja
has_license	ja
has_contributing	ja
has_issue_template	nein
has_code_of_conduct	nein
has_pull_request_template	nein

Nachhaltigkeit & Governance

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

52Mittel · 24 % des Gesamtindex

Maintainer-Resilienz (Bus-Faktor)

15Kritisch

Wie die Bewertung erfolgt

9/54	Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0/22.5	Commit-Verteilung — wichtigste beitragende Person verfasste 100 % der Commits
2.7/13.5	Breite der Beitragenden — 2 Beitragende
3/10	OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3

Verwendete Eingangsdaten

bus_factor	1
contributors_sampled	2
top_contributor_share	0,998

Reaktionsfähigkeit bei Issues & PRs

63Mittel

Wie die Bewertung erfolgt

40.1/46.8	Issue-Lösungsquote — 86 % der Issues geschlossen
22.9/38.3	PR-Annahme — 6/10 entschiedene PRs gemergt
0/15	OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0

Verwendete Eingangsdaten

merged_prs	6
open_issues	1
closed_issues	6
issue_closed_ratio	0,857
closed_unmerged_prs	4

Eigentümerschaft & Trägerschaft

48Gefährdet

Wie die Bewertung erfolgt

30/30	Organisatorische Trägerschaft — im Besitz einer Organisation
0/20	Verifizierte Domain
8.5/25	Reichweite des Inhabers — 14 Follower von the-omics-os
9.1/25	Kontohistorie — 9 öffentliche Repos, Kontoalter ca. 0 Jahre

Verwendete Eingangsdaten

followers	14
owner_type	Organization
is_verified	—
owner_login	the-omics-os
public_repos	9
account_age_days	336

Paketpflege

100Exzellent

Wie die Bewertung erfolgt

25/25	Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35	Veröffentlichungsaktualität — letzte Veröffentlichung vor 12 Tagen
20/20	Versionshistorie — 58 veröffentlichte Versionen
20/20	Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen

Verwendete Eingangsdaten

packages	lobster-ai
ecosystems	pypi
any_deprecated	nein
min_days_since_publish	12

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

81Gut · 20 % des Gesamtindex

Engineering-Praktiken

68Mittel

Wie die Bewertung erfolgt

24/24	CI-Workflows — 6 Workflow(s)
24/24	Tests vorhanden
0/16	Linter-Konfiguration
0/9.6	Pre-Commit-Hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 2 out of 2 merged PRs checked by a CI test -- score normalized to 10

Verwendete Eingangsdaten

has_ci	ja
has_tests	ja
has_editorconfig	nein
has_linter_config	nein
has_precommit_config	nein

Dokumentation

100Exzellent

Wie die Bewertung erfolgt

30/30	README
25/25	Dokumentationsverzeichnis
15/15	Dokumentations-/Homepage-Site — https://www.lobsterbio.com/
10/10	Repository-Beschreibung
10/10	Topics — 7 Topics
10/10	Wiki

Verwendete Eingangsdaten

topics	agents, bioinformatics, langgraph, transcriptomics, lobster, omics, proteomics
has_wiki	ja
homepage	https://www.lobsterbio.com/
has_readme	ja
has_docs_dir	ja
has_description	ja

Sicherheit

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

34Gefährdet · 16 % des Gesamtindex

Sicherheitslage

34Gefährdet

Wie die Bewertung erfolgt

7.5/7.5	Binary-Artifacts — no binaries found in the repo
0/7.5	Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5	CI-Tests — 2 out of 2 merged PRs checked by a CI test -- score normalized to 10
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5	Code-Review — Found 0/30 approved changesets -- score normalized to 0
0.8/2.5	Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5	Dependency-Update-Tool — no update tool detected
0/5	Fuzzing — project is not fuzzed
2.2/2.5	Lizenz — license file detected
7.5/7.5	Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
0/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5	SAST — SAST tool is not run on all commits -- score normalized to 0
0/5	Security-Policy — security policy file not detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 149 existing vulnerabilities detected

Verwendete Eingangsdaten

source	openssf_scorecard
checks_evaluated	18
scorecard_version	v5.5.0
checks_inconclusive	0
scorecard_aggregate	3,4

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.

49Gefährdet · 0 % des Gesamtindex

AI-Agentenkontext & Leitlinien

1Kritisch

Wie die Bewertung erfolgt

0/45	Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15	Maschinenlesbare Doku (llms.txt)
0/40	Lesbare Commit-Historie — keine Daten

Verwendete Eingangsdaten

has_llms_txt	nein
legible_history_share	—
agent_instruction_files	—
agent_instruction_max_bytes	—

Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.

AI-Verify-Loop (Build / Test / Typprüfung)

74Gut

Wie die Bewertung erfolgt

18/18	Bootstrap mit einem Befehl — Makefile
22/22	Automatisierte Tests
0/11	Lint-/Format-Konfiguration
11/11	Statische Typprüfung — packages/lobster-genomics/lobster/agents/genomics/py.typed, packages/lobster-metabolomics/lobster/agents/metabolomics/py.typed, packages/lobster-metadata/lobster/agents/metadata_assistant/py.typed, packages/lobster-ml/lobster/agents/machine_learning/py.typed, packages/lobster-proteomics/lobster/agents/proteomics/py.typed, packages/lobster-research/lobster/agents/data_expert/py.typed, packages/lobster-research/lobster/agents/research/py.typed, packages/lobster-structural-viz/lobster/agents/py.typed, packages/lobster-transcriptomics/lobster/agents/transcriptomics/py.typed, packages/lobster-visualization/lobster/agents/py.typed
10/10	Reproduzierbare Umgebung — lockfile
0/10	Belegte Agentenpraxis — keine Daten
0/8	Automatisierte Wartung — keine Daten
0/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0

Verwendete Eingangsdaten

has_nix	nein
has_tests	ja
lockfiles	go.sum, uv.lock
has_dockerfile	nein
typed_language	nein
bootstrap_files	Makefile
has_devcontainer	nein
has_linter_config	nein
typecheck_configs	packages/lobster-genomics/lobster/agents/genomics/py.typed, packages/lobster-metabolomics/lobster/agents/metabolomics/py.typed, packages/lobster-metadata/lobster/agents/metadata_assistant/py.typed, packages/lobster-ml/lobster/agents/machine_learning/py.typed, packages/lobster-proteomics/lobster/agents/proteomics/py.typed, packages/lobster-research/lobster/agents/data_expert/py.typed, packages/lobster-research/lobster/agents/research/py.typed, packages/lobster-structural-viz/lobster/agents/py.typed, packages/lobster-transcriptomics/lobster/agents/transcriptomics/py.typed, packages/lobster-visualization/lobster/agents/py.typed
agent_commit_share	—
toolchain_manifests	—
dependency_bot_commit_share	—

Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis, Automatisierte Wartung. Die verbleibenden Gewichte wurden renormalisiert.

AI-Code-Lesbarkeit für Modelle

80Gut

Wie die Bewertung erfolgt

27/45

Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (packages/lobster-genomics/lobster/agents/genomics/py.typed, packages/lobster-metabolomics/lobster/agents/metabolomics/py.typed, packages/lobster-metadata/lobster/agents/metadata_assistant/py.typed, packages/lobster-ml/lobster/agents/machine_learning/py.typed, packages/lobster-proteomics/lobster/agents/proteomics/py.typed, packages/lobster-research/lobster/agents/data_expert/py.typed, packages/lobster-research/lobster/agents/research/py.typed, packages/lobster-structural-viz/lobster/agents/py.typed, packages/lobster-transcriptomics/lobster/agents/transcriptomics/py.typed, packages/lobster-visualization/lobster/agents/py.typed)

52.8/55

Handhabbare Dateigrößen — 43/1.061 Quelldateien über 60 KB

Verwendete Eingangsdaten

primary_language	Python
largest_source_bytes	171.948
source_files_sampled	1.061
oversized_source_files	43

Eckdaten

42GitHub-Sterne

2Mitwirkende

814Commits, letzte 12 Monate

5Tage seit letztem Push

56Releases

1Bus-Faktor

1offene Issues

Go, PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

Could not fetch go package 'github.com/the-omics-os/lobster-tui' from its registry

Weitere Details

OpenSSF Scorecard 3.4 / 10

3.4Gesamtwert

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 · 2026-07-15 13:15 UTC

10	Binary-Artifacts	no binaries found in the repo
0	Branch-Protection	branch protection not enabled on development/release branches
10	CI-Tests	2 out of 2 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
0	Code-Review	Found 0/30 approved changesets -- score normalized to 0
3	Contributors	project has 1 contributing companies or organizations -- score normalized to 3
10	Dangerous-Workflow	no dangerous workflow patterns detected
0	Dependency-Update-Tool	no update tool detected
0	Fuzzing	project is not fuzzed
9	License	license file detected
10	Maintained	30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
0	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 0
0	SAST	SAST tool is not run on all commits -- score normalized to 0
0	Security-Policy	security policy file not detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	149 existing vulnerabilities detected

Direkte Abhängigkeiten 42

Registry	Paket	Versionsvorgabe	Manifest
Go	charm.land/bubbles/v2	`v2.0.0`	lobster-tui/go.mod
Go	charm.land/bubbletea/v2	`v2.0.1`	lobster-tui/go.mod
Go	charm.land/lipgloss/v2	`v2.0.0`	lobster-tui/go.mod
Go	github.com/alecthomas/chroma/v2	`v2.14.0`	lobster-tui/go.mod
Go	github.com/charmbracelet/glamour	`v0.10.0`	lobster-tui/go.mod
Go	golang.org/x/term	`v0.40.0`	lobster-tui/go.mod
PyPI	pandas	`>=1.5.0`	pyproject.toml
PyPI	numpy	`>=2.2,<2.5`	pyproject.toml
PyPI	scipy	`>=1.10.0`	pyproject.toml
PyPI	scikit-learn	`>=1.3.0`	pyproject.toml
PyPI	anndata	`>=0.9.0`	pyproject.toml
PyPI	mudata	`>=0.2.0`	pyproject.toml
PyPI	h5py	`>=3.9.0`	pyproject.toml
PyPI	langchain-core	`>=0.3.79`	pyproject.toml
PyPI	langgraph	`>=1.0.5`	pyproject.toml
PyPI	rich	`>=12.0.0`	pyproject.toml
PyPI	typer	`>=0.7.0`	pyproject.toml
PyPI	python-dotenv	`>=1.0.0`	pyproject.toml
PyPI	prompt-toolkit	`>=3.0.52`	pyproject.toml
PyPI	plotly	`>=5.0.0`	pyproject.toml
PyPI	matplotlib	`>=3.7.0`	pyproject.toml
PyPI	kaleido	`>=0.2.0`	pyproject.toml
PyPI	biopython	`>=1.81`	pyproject.toml
PyPI	statsmodels	`>=0.14.0`	pyproject.toml
PyPI	gseapy	`>=1.1.0`	pyproject.toml
PyPI	GEOparse	`—`	pyproject.toml
PyPI	openpyxl	`>=3.1.0`	pyproject.toml
PyPI	pyreadr	`>=0.4.0`	pyproject.toml
PyPI	xmltodict	`>=0.13.0`	pyproject.toml
PyPI	lxml	`>=4.9.0`	pyproject.toml
PyPI	requests	`>=2.31.0`	pyproject.toml
PyPI	httpx	`>=0.27.0`	pyproject.toml
PyPI	cloudscraper	`>=1.2.71`	pyproject.toml
PyPI	pysradb	`>=2.5.1`	pyproject.toml
PyPI	nbformat	`>=5.9.0`	pyproject.toml
PyPI	papermill	`>=2.4.0`	pyproject.toml
PyPI	jinja2	`>=3.1`	pyproject.toml
PyPI	packaging	`>=25.0`	pyproject.toml
PyPI	tabulate	`>=0.9.0`	pyproject.toml
PyPI	tomli_w	`>=1.0`	pyproject.toml
PyPI	psutil	`>=7.0.0`	pyproject.toml
PyPI	lobster-ai-tui	`~=1.1.0`	pyproject.toml

Alle Abhängigkeiten 530

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 53 direkte und 477 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

Registry	Paket	Version	Beziehung
Go	charm.land/bubbles/v2	`v2.0.0`	direkt
Go	charm.land/bubbletea/v2	`v2.0.1`	direkt
Go	charm.land/lipgloss/v2	`v2.0.0`	direkt
Go	github.com/alecthomas/chroma/v2	`v2.14.0`	direkt
Go	github.com/charmbracelet/glamour	`v0.10.0`	direkt
Go	golang.org/x/term	`v0.40.0`	direkt
PyPI	anndata	`—`	direkt
PyPI	anndata	`0.12.6`	direkt
PyPI	biopython	`—`	direkt
PyPI	biopython	`1.86`	direkt
PyPI	cloudscraper	`1.2.71`	direkt
PyPI	geoparse	`2.0.4`	direkt
PyPI	gseapy	`1.1.11`	direkt
PyPI	h5py	`—`	direkt
PyPI	h5py	`3.15.1`	direkt
PyPI	httpx	`—`	direkt
PyPI	httpx	`0.28.1`	direkt
PyPI	jinja2	`3.1.6`	direkt
PyPI	kaleido	`1.2.0`	direkt
PyPI	langchain-core	`1.2.13`	direkt
PyPI	langgraph	`1.0.8`	direkt
PyPI	lobster-ai-tui	`1.1.420`	direkt
PyPI	lxml	`6.0.2`	direkt
PyPI	matplotlib	`3.10.7`	direkt
PyPI	mudata	`0.3.2`	direkt
PyPI	nbformat	`5.10.4`	direkt
PyPI	numpy	`—`	direkt
PyPI	numpy	`2.2.6`	direkt
PyPI	openpyxl	`3.1.5`	direkt
PyPI	packaging	`25.0`	direkt
PyPI	pandas	`—`	direkt
PyPI	pandas	`2.3.3`	direkt
PyPI	papermill	`2.6.0`	direkt
PyPI	plotly	`—`	direkt
PyPI	plotly	`6.5.0`	direkt
PyPI	prompt-toolkit	`3.0.52`	direkt
PyPI	psutil	`7.1.3`	direkt
PyPI	pyreadr	`0.5.3`	direkt
PyPI	pysradb	`2.5.1`	direkt
PyPI	python-dotenv	`1.2.1`	direkt
PyPI	requests	`—`	direkt
PyPI	requests	`2.32.5`	direkt
PyPI	rich	`14.2.0`	direkt
PyPI	scikit-learn	`—`	direkt
PyPI	scikit-learn	`1.7.2`	direkt
PyPI	scipy	`—`	direkt
PyPI	scipy	`1.16.3`	direkt
PyPI	statsmodels	`—`	direkt
PyPI	statsmodels	`0.14.5`	direkt
PyPI	tabulate	`0.9.0`	direkt
PyPI	tomli-w	`1.2.0`	direkt
PyPI	typer	`0.19.2`	direkt
PyPI	xmltodict	`1.0.2`	direkt
Go	github.com/atotto/clipboard	`v0.1.4`	indirekt
Go	github.com/aymanbagabas/go-osc52/v2	`v2.0.1`	indirekt
Go	github.com/aymerick/douceur	`v0.2.0`	indirekt
Go	github.com/charmbracelet/colorprofile	`v0.4.2`	indirekt
Go	github.com/charmbracelet/lipgloss	`v1.1.1-0.20250404203927-76690c660834`	indirekt
Go	github.com/charmbracelet/ultraviolet	`v0.0.0-20260205113103-524a6607adb8`	indirekt
Go	github.com/charmbracelet/x/ansi	`v0.11.6`	indirekt
Go	github.com/charmbracelet/x/cellbuf	`v0.0.15`	indirekt
Go	github.com/charmbracelet/x/exp/slice	`v0.0.0-20250327172914-2fdc97757edf`	indirekt
Go	github.com/charmbracelet/x/term	`v0.2.2`	indirekt
Go	github.com/charmbracelet/x/termios	`v0.1.1`	indirekt
Go	github.com/charmbracelet/x/windows	`v0.2.2`	indirekt
Go	github.com/clipperhouse/displaywidth	`v0.11.0`	indirekt
Go	github.com/clipperhouse/uax29/v2	`v2.7.0`	indirekt
Go	github.com/dlclark/regexp2	`v1.11.0`	indirekt
Go	github.com/gorilla/css	`v1.0.1`	indirekt
Go	github.com/lucasb-eyer/go-colorful	`v1.3.0`	indirekt
Go	github.com/mattn/go-isatty	`v0.0.20`	indirekt
Go	github.com/mattn/go-runewidth	`v0.0.20`	indirekt
Go	github.com/microcosm-cc/bluemonday	`v1.0.27`	indirekt
Go	github.com/muesli/cancelreader	`v0.2.2`	indirekt
Go	github.com/muesli/reflow	`v0.3.0`	indirekt
Go	github.com/muesli/termenv	`v0.16.0`	indirekt
Go	github.com/rivo/uniseg	`v0.4.7`	indirekt
Go	github.com/xo/terminfo	`v0.0.0-20220910002029-abceb7e1c41e`	indirekt
Go	github.com/yuin/goldmark	`v1.7.8`	indirekt
Go	github.com/yuin/goldmark-emoji	`v1.0.5`	indirekt
Go	golang.org/x/net	`v0.33.0`	indirekt
Go	golang.org/x/sync	`v0.19.0`	indirekt
Go	golang.org/x/sys	`v0.41.0`	indirekt
Go	golang.org/x/text	`v0.24.0`	indirekt
PyPI	accelerate	`1.11.0`	indirekt
PyPI	aiohappyeyeballs	`2.6.1`	indirekt
PyPI	aiohttp	`3.13.2`	indirekt
PyPI	aiosignal	`1.4.0`	indirekt
PyPI	annotated-doc	`0.0.4`	indirekt
PyPI	annotated-types	`0.7.0`	indirekt
PyPI	annoy	`1.17.3`	indirekt
PyPI	ansicolors	`1.1.8`	indirekt
PyPI	anthropic	`0.79.0`	indirekt
PyPI	antlr4-python3-runtime	`4.9.3`	indirekt
PyPI	anyio	`4.11.0`	indirekt
PyPI	array-api-compat	`1.12.0`	indirekt
PyPI	astroid	`4.0.2`	indirekt
PyPI	attrs	`25.4.0`	indirekt
PyPI	autograd	`1.8.0`	indirekt
PyPI	autograd-gamma	`0.5.0`	indirekt
PyPI	azure-ai-agents	`1.2.0b6`	indirekt
PyPI	azure-ai-inference	`1.0.0b9`	indirekt
PyPI	azure-ai-projects	`1.1.0b4`	indirekt
PyPI	azure-common	`1.1.28`	indirekt
PyPI	azure-core	`1.38.1`	indirekt
PyPI	azure-core-tracing-opentelemetry	`1.0.0b12`	indirekt
PyPI	azure-cosmos	`4.14.6`	indirekt
PyPI	azure-identity	`1.25.2`	indirekt
PyPI	azure-search-documents	`11.6.0`	indirekt
PyPI	azure-storage-blob	`12.28.0`	indirekt
PyPI	babel	`2.17.0`	indirekt
PyPI	backoff	`2.2.1`	indirekt
PyPI	backrefs	`6.1`	indirekt
PyPI	bandit	`1.9.1`	indirekt
PyPI	bcrypt	`5.0.0`	indirekt
PyPI	beautifulsoup4	`4.14.2`	indirekt
PyPI	bed-reader	`1.0.6`	indirekt
PyPI	black	`25.11.0`	indirekt
PyPI	blosc2	`3.11.1`	indirekt
PyPI	boto3	`1.42.49`	indirekt
PyPI	botocore	`1.42.49`	indirekt
PyPI	build	`1.3.0`	indirekt
PyPI	bump2version	`1.0.1`	indirekt
PyPI	bumpversion	`0.6.0`	indirekt
PyPI	certifi	`2025.11.12`	indirekt
PyPI	cffi	`2.0.0`	indirekt
PyPI	cfgv	`3.4.0`	indirekt
PyPI	charset-normalizer	`3.4.4`	indirekt
PyPI	choreographer	`1.2.1`	indirekt
PyPI	chromadb	`—`	indirekt
PyPI	chromadb	`1.5.2`	indirekt
PyPI	click	`8.3.1`	indirekt
PyPI	cloudpickle	`3.1.2`	indirekt
PyPI	cohere	`—`	indirekt
PyPI	cohere	`6.1.0`	indirekt
PyPI	colorama	`0.4.6`	indirekt
PyPI	coloredlogs	`15.0.1`	indirekt
PyPI	colorlog	`6.10.1`	indirekt
PyPI	contourpy	`1.3.3`	indirekt
PyPI	coverage	`7.12.0`	indirekt
PyPI	crc32c	`2.8`	indirekt
PyPI	cryptography	`46.0.3`	indirekt
PyPI	cycler	`0.12.1`	indirekt
PyPI	cython	`3.2.1`	indirekt
PyPI	cyvcf2	`—`	indirekt
PyPI	cyvcf2	`0.31.4`	indirekt
PyPI	dask	`2026.1.2`	indirekt
PyPI	dask-glm	`0.4.0`	indirekt
PyPI	dask-ml	`2025.1.0`	indirekt
PyPI	dill	`0.4.0`	indirekt
PyPI	distlib	`0.4.0`	indirekt
PyPI	distributed	`2026.1.2`	indirekt
PyPI	distro	`1.9.0`	indirekt
PyPI	docling	`2.62.0`	indirekt
PyPI	docling-core	`2.51.1`	indirekt
PyPI	docling-ibm-models	`3.10.2`	indirekt
PyPI	docling-parse	`4.7.1`	indirekt
PyPI	docstring-parser	`0.17.0`	indirekt
PyPI	docutils	`0.22.3`	indirekt
PyPI	donfig	`0.8.1.post1`	indirekt
PyPI	durationpy	`0.10`	indirekt
PyPI	entrypoints	`0.4`	indirekt
PyPI	et-xmlfile	`2.0.0`	indirekt
PyPI	execnet	`2.1.2`	indirekt
PyPI	factory-boy	`3.3.3`	indirekt
PyPI	faker	`38.0.0`	indirekt
PyPI	fakeredis	`2.32.1`	indirekt
PyPI	fastapi	`0.121.2`	indirekt
PyPI	fastavro	`1.12.2`	indirekt
PyPI	fastjsonschema	`2.21.2`	indirekt
PyPI	filelock	`3.20.0`	indirekt
PyPI	filetype	`1.2.0`	indirekt
PyPI	flake8	`7.3.0`	indirekt
PyPI	flatbuffers	`25.12.19`	indirekt
PyPI	fonttools	`4.60.1`	indirekt
PyPI	formulaic	`1.2.1`	indirekt
PyPI	formulaic-contrasts	`1.0.0`	indirekt
PyPI	freezegun	`1.5.5`	indirekt
PyPI	frozenlist	`1.8.0`	indirekt
PyPI	fsspec	`2025.10.0`	indirekt
PyPI	ftputil	`5.1.0`	indirekt
PyPI	genebe	`—`	indirekt
PyPI	genebe	`0.2.1`	indirekt
PyPI	ghp-import	`2.1.0`	indirekt
PyPI	google-auth	`2.48.0`	indirekt
PyPI	google-genai	`1.63.0`	indirekt
PyPI	googleapis-common-protos	`1.72.0`	indirekt
PyPI	grimp	`3.14`	indirekt
PyPI	grpcio	`1.76.0`	indirekt
PyPI	h11	`0.16.0`	indirekt
PyPI	harmonypy	`—`	indirekt
PyPI	harmonypy	`0.2.0`	indirekt
PyPI	hf-xet	`1.2.0`	indirekt
PyPI	httpcore	`1.0.9`	indirekt
PyPI	httpretty	`1.1.4`	indirekt
PyPI	httptools	`0.7.1`	indirekt
PyPI	huggingface-hub	`0.36.0`	indirekt
PyPI	humanfriendly	`10.0`	indirekt
PyPI	hyperopt	`—`	indirekt
PyPI	id	`1.5.0`	indirekt
PyPI	identify	`2.6.15`	indirekt
PyPI	idna	`3.11`	indirekt
PyPI	igraph	`—`	indirekt
PyPI	igraph	`1.0.0`	indirekt
PyPI	imageio	`2.37.2`	indirekt
PyPI	imbalanced-learn	`—`	indirekt
PyPI	import-linter	`2.10`	indirekt
PyPI	importlib-metadata	`8.7.0`	indirekt
PyPI	importlib-resources	`6.5.2`	indirekt
PyPI	iniconfig	`2.3.0`	indirekt
PyPI	interface-meta	`1.3.0`	indirekt
PyPI	interpret	`—`	indirekt
PyPI	isodate	`0.7.2`	indirekt
PyPI	isort	`7.0.0`	indirekt
PyPI	jaraco-classes	`3.4.0`	indirekt
PyPI	jaraco-context	`6.0.1`	indirekt
PyPI	jaraco-functools	`4.3.0`	indirekt
PyPI	jeepney	`0.9.0`	indirekt
PyPI	jiter	`0.12.0`	indirekt
PyPI	jmespath	`1.0.1`	indirekt
PyPI	joblib	`1.5.2`	indirekt
PyPI	jsonlines	`4.0.0`	indirekt
PyPI	jsonpatch	`1.33`	indirekt
PyPI	jsonpointer	`3.0.0`	indirekt
PyPI	jsonref	`1.1.0`	indirekt
PyPI	jsonschema	`4.25.1`	indirekt
PyPI	jsonschema-specifications	`2025.9.1`	indirekt
PyPI	jupyter-client	`8.8.0`	indirekt
PyPI	jupyter-core	`5.9.1`	indirekt
PyPI	keyring	`25.7.0`	indirekt
PyPI	kiwisolver	`1.4.9`	indirekt
PyPI	kubernetes	`35.0.0`	indirekt
PyPI	langchain	`1.2.10`	indirekt
PyPI	langchain-anthropic	`1.3.3`	indirekt
PyPI	langchain-aws	`1.2.5`	indirekt
PyPI	langchain-azure-ai	`1.0.3`	indirekt
PyPI	langchain-google-genai	`4.2.0`	indirekt
PyPI	langchain-ollama	`0.3.10`	indirekt
PyPI	langchain-openai	`1.1.9`	indirekt
PyPI	langfuse	`3.10.0`	indirekt
PyPI	langgraph-checkpoint	`2.1.2`	indirekt
PyPI	langgraph-prebuilt	`1.0.7`	indirekt
PyPI	langgraph-sdk	`0.3.6`	indirekt
PyPI	langsmith	`0.3.45`	indirekt
PyPI	langsmith	`0.4.43`	indirekt
PyPI	latex2mathml	`3.78.1`	indirekt
PyPI	lazy-loader	`0.4`	indirekt
PyPI	legacy-api-wrap	`1.5`	indirekt
PyPI	leidenalg	`—`	indirekt
PyPI	leidenalg	`0.11.0`	indirekt
PyPI	lifelines	`—`	indirekt
PyPI	lifelines	`0.30.1`	indirekt
PyPI	linkify-it-py	`2.0.3`	indirekt
PyPI	llvmlite	`0.44.0`	indirekt
PyPI	lobster-ai	`—`	indirekt
PyPI	lobster-drug-discovery	`—`	indirekt
PyPI	lobster-drug-discovery	`1.1.420`	indirekt
PyPI	lobster-genomics	`1.1.420`	indirekt
PyPI	lobster-metabolomics	`1.1.420`	indirekt
PyPI	lobster-ml	`—`	indirekt
PyPI	lobster-proteomics	`1.1.420`	indirekt
PyPI	lobster-research	`1.1.420`	indirekt
PyPI	lobster-transcriptomics	`1.1.420`	indirekt
PyPI	lobster-vector	`—`	indirekt
PyPI	lobster-vector	`1.1.420`	indirekt
PyPI	lobster-visualization	`1.1.420`	indirekt
PyPI	locket	`1.0.0`	indirekt
PyPI	logistro	`2.0.1`	indirekt
PyPI	markdown	`3.10`	indirekt
PyPI	markdown-it-py	`4.0.0`	indirekt
PyPI	marko	`2.2.1`	indirekt
PyPI	markupsafe	`3.0.3`	indirekt
PyPI	mccabe	`0.7.0`	indirekt
PyPI	mdit-py-plugins	`0.5.0`	indirekt
PyPI	mdurl	`0.1.2`	indirekt
PyPI	meeko	`—`	indirekt
PyPI	meeko	`0.7.1`	indirekt
PyPI	memory-profiler	`0.61.0`	indirekt
PyPI	mergedeep	`1.3.4`	indirekt
PyPI	mkdocs	`1.6.1`	indirekt
PyPI	mkdocs-get-deps	`0.2.0`	indirekt
PyPI	mkdocs-material	`9.7.0`	indirekt
PyPI	mkdocs-material-extensions	`1.3.1`	indirekt
PyPI	mmh3	`5.2.0`	indirekt
PyPI	mofapy2	`—`	indirekt
PyPI	more-itertools	`10.8.0`	indirekt
PyPI	moto	`5.1.17`	indirekt
PyPI	mpire	`2.10.2`	indirekt
PyPI	mpmath	`1.3.0`	indirekt
PyPI	msal	`1.34.0`	indirekt
PyPI	msal-extensions	`1.3.1`	indirekt
PyPI	msgpack	`1.1.2`	indirekt
PyPI	multidict	`6.7.0`	indirekt
PyPI	multipledispatch	`1.0.0`	indirekt
PyPI	multiprocess	`0.70.18`	indirekt
PyPI	mypy	`1.18.2`	indirekt
PyPI	mypy-extensions	`1.1.0`	indirekt
PyPI	narwhals	`2.12.0`	indirekt
PyPI	natsort	`8.4.0`	indirekt
PyPI	nbclient	`0.10.2`	indirekt
PyPI	ndindex	`1.10.0`	indirekt
PyPI	networkx	`—`	indirekt
PyPI	networkx	`3.5`	indirekt
PyPI	nh3	`0.3.2`	indirekt
PyPI	nodeenv	`1.9.1`	indirekt
PyPI	numba	`0.61.2`	indirekt
PyPI	numcodecs	`0.16.3`	indirekt
PyPI	numexpr	`2.14.1`	indirekt
PyPI	nvidia-cublas-cu12	`12.8.4.1`	indirekt
PyPI	nvidia-cuda-cupti-cu12	`12.8.90`	indirekt
PyPI	nvidia-cuda-nvrtc-cu12	`12.8.93`	indirekt
PyPI	nvidia-cuda-runtime-cu12	`12.8.90`	indirekt
PyPI	nvidia-cudnn-cu12	`9.10.2.21`	indirekt
PyPI	nvidia-cufft-cu12	`11.3.3.83`	indirekt
PyPI	nvidia-cufile-cu12	`1.13.1.3`	indirekt
PyPI	nvidia-curand-cu12	`10.3.9.90`	indirekt
PyPI	nvidia-cusolver-cu12	`11.7.3.90`	indirekt
PyPI	nvidia-cusparse-cu12	`12.5.8.93`	indirekt
PyPI	nvidia-cusparselt-cu12	`0.7.1`	indirekt
PyPI	nvidia-nccl-cu12	`2.27.5`	indirekt
PyPI	nvidia-nvjitlink-cu12	`12.8.93`	indirekt
PyPI	nvidia-nvshmem-cu12	`3.3.20`	indirekt
PyPI	nvidia-nvtx-cu12	`12.8.90`	indirekt
PyPI	oauthlib	`3.3.1`	indirekt
PyPI	obonet	`—`	indirekt
PyPI	obonet	`1.1.1`	indirekt
PyPI	ocrmac	`1.0.0`	indirekt
PyPI	ollama	`0.6.1`	indirekt
PyPI	omegaconf	`2.3.0`	indirekt
PyPI	onnxruntime	`1.24.2`	indirekt
PyPI	openai	`—`	indirekt
PyPI	openai	`2.8.1`	indirekt
PyPI	opencv-python	`4.11.0.86`	indirekt
PyPI	opentelemetry-api	`1.38.0`	indirekt
PyPI	opentelemetry-exporter-otlp-proto-common	`1.38.0`	indirekt
PyPI	opentelemetry-exporter-otlp-proto-grpc	`1.38.0`	indirekt
PyPI	opentelemetry-exporter-otlp-proto-http	`1.38.0`	indirekt
PyPI	opentelemetry-proto	`1.38.0`	indirekt
PyPI	opentelemetry-sdk	`1.38.0`	indirekt
PyPI	opentelemetry-semantic-conventions	`0.59b0`	indirekt
PyPI	orjson	`3.11.4`	indirekt
PyPI	ormsgpack	`1.12.0`	indirekt
PyPI	overrides	`7.7.0`	indirekt
PyPI	paginate	`0.5.7`	indirekt
PyPI	partd	`1.4.2`	indirekt
PyPI	pathspec	`0.12.1`	indirekt
PyPI	patsy	`1.0.2`	indirekt
PyPI	peptides	`—`	indirekt
PyPI	peptides	`0.5.0`	indirekt
PyPI	pillow	`11.3.0`	indirekt
PyPI	pip	`26.0.1`	indirekt
PyPI	pipdeptree	`2.30.0`	indirekt
PyPI	platformdirs	`4.5.0`	indirekt
PyPI	pluggy	`1.6.0`	indirekt
PyPI	polars	`1.35.2`	indirekt
PyPI	polars-runtime-32	`1.35.2`	indirekt
PyPI	polyfactory	`3.0.0`	indirekt
PyPI	posthog	`5.4.0`	indirekt
PyPI	pre-commit	`4.4.0`	indirekt
PyPI	propcache	`0.4.1`	indirekt
PyPI	protobuf	`6.33.1`	indirekt
PyPI	py-cpuinfo	`9.0.0`	indirekt
PyPI	pyarrow	`22.0.0`	indirekt
PyPI	pyasn1	`0.6.2`	indirekt
PyPI	pyasn1-modules	`0.4.2`	indirekt
PyPI	pybase64	`1.4.3`	indirekt
PyPI	pyclipper	`1.3.0.post6`	indirekt
PyPI	pycodestyle	`2.14.0`	indirekt
PyPI	pycparser	`2.23`	indirekt
PyPI	pydantic	`—`	indirekt
PyPI	pydantic	`2.12.4`	indirekt
PyPI	pydantic-core	`2.41.5`	indirekt
PyPI	pydantic-settings	`2.12.0`	indirekt
PyPI	pydeseq2	`—`	indirekt
PyPI	pydeseq2	`0.5.2`	indirekt
PyPI	pyflakes	`3.4.0`	indirekt
PyPI	pygments	`2.19.2`	indirekt
PyPI	pyjwt	`2.11.0`	indirekt
PyPI	pylatexenc	`2.10`	indirekt
PyPI	pylint	`4.0.3`	indirekt
PyPI	pymdown-extensions	`10.17.1`	indirekt
PyPI	pymmh3	`0.0.5`	indirekt
PyPI	pynndescent	`0.5.13`	indirekt
PyPI	pyobjc-core	`12.1`	indirekt
PyPI	pyobjc-framework-cocoa	`12.1`	indirekt
PyPI	pyobjc-framework-coreml	`12.1`	indirekt
PyPI	pyobjc-framework-quartz	`12.1`	indirekt
PyPI	pyobjc-framework-vision	`12.1`	indirekt
PyPI	pyparsing	`3.2.5`	indirekt
PyPI	pypdfium2	`4.30.0`	indirekt
PyPI	pypika	`0.51.1`	indirekt
PyPI	pyproject-hooks	`1.2.0`	indirekt
PyPI	pyreadline3	`3.5.4`	indirekt
PyPI	pytest	`—`	indirekt
PyPI	pytest	`9.0.1`	indirekt
PyPI	pytest-asyncio	`1.3.0`	indirekt
PyPI	pytest-benchmark	`5.2.3`	indirekt
PyPI	pytest-cov	`—`	indirekt
PyPI	pytest-cov	`7.0.0`	indirekt
PyPI	pytest-html	`4.1.1`	indirekt
PyPI	pytest-json-report	`1.5.0`	indirekt
PyPI	pytest-metadata	`3.1.1`	indirekt
PyPI	pytest-mock	`—`	indirekt
PyPI	pytest-mock	`3.15.1`	indirekt
PyPI	pytest-timeout	`2.4.0`	indirekt
PyPI	pytest-xdist	`3.8.0`	indirekt
PyPI	python-dateutil	`2.9.0.post0`	indirekt
PyPI	python-docx	`1.2.0`	indirekt
PyPI	python-multipart	`0.0.20`	indirekt
PyPI	python-pptx	`1.0.2`	indirekt
PyPI	pytokens	`0.3.0`	indirekt
PyPI	pytz	`2025.2`	indirekt
PyPI	pywin32	`311`	indirekt
PyPI	pywin32-ctypes	`0.2.3`	indirekt
PyPI	pyyaml	`6.0.3`	indirekt
PyPI	pyyaml-env-tag	`1.1`	indirekt
PyPI	pyzmq	`27.1.0`	indirekt
PyPI	rapidfuzz	`—`	indirekt
PyPI	rapidocr	`3.4.2`	indirekt
PyPI	rdkit	`—`	indirekt
PyPI	rdkit	`2025.9.6`	indirekt
PyPI	readme-renderer	`44.0`	indirekt
PyPI	redis	`7.0.1`	indirekt
PyPI	referencing	`0.37.0`	indirekt
PyPI	regex	`2025.11.3`	indirekt
PyPI	requests-oauthlib	`2.0.0`	indirekt
PyPI	requests-toolbelt	`1.0.0`	indirekt
PyPI	responses	`0.25.8`	indirekt
PyPI	rfc3986	`2.0.0`	indirekt
PyPI	rispy	`0.10.0`	indirekt
PyPI	rpds-py	`0.29.0`	indirekt
PyPI	rsa	`4.9.1`	indirekt
PyPI	rtree	`1.4.1`	indirekt
PyPI	ruff	`0.14.5`	indirekt
PyPI	s3transfer	`0.16.0`	indirekt
PyPI	safetensors	`0.6.2`	indirekt
PyPI	scanpy	`—`	indirekt
PyPI	scanpy	`1.11.5`	indirekt
PyPI	scikit-image	`0.25.2`	indirekt
PyPI	scikit-misc	`—`	indirekt
PyPI	scikit-misc	`0.5.2`	indirekt
PyPI	scikit-survival	`—`	indirekt
PyPI	scrublet	`—`	indirekt
PyPI	scrublet	`0.2.3`	indirekt
PyPI	scvi-tools	`—`	indirekt
PyPI	seaborn	`0.13.2`	indirekt
PyPI	secretstorage	`3.4.1`	indirekt
PyPI	semchunk	`2.2.2`	indirekt
PyPI	sentence-transformers	`—`	indirekt
PyPI	sentence-transformers	`5.4.1`	indirekt
PyPI	session-info	`1.0.1`	indirekt
PyPI	session-info2	`0.2.3`	indirekt
PyPI	setuptools	`—`	indirekt
PyPI	setuptools	`80.9.0`	indirekt
PyPI	sgkit	`—`	indirekt
PyPI	sgkit	`0.8.0`	indirekt
PyPI	shap	`—`	indirekt
PyPI	shapely	`2.1.2`	indirekt
PyPI	shellingham	`1.5.4`	indirekt
PyPI	simplejson	`3.20.2`	indirekt
PyPI	six	`1.17.0`	indirekt
PyPI	sniffio	`1.3.1`	indirekt
PyPI	sortedcontainers	`2.4.0`	indirekt
PyPI	soupsieve	`2.8`	indirekt
PyPI	sparse	`0.17.0`	indirekt
PyPI	starlette	`0.49.3`	indirekt
PyPI	stdlib-list	`0.12.0`	indirekt
PyPI	stevedore	`5.5.0`	indirekt
PyPI	sympy	`1.14.0`	indirekt
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        },
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          "type": "User",
          "login": "vmihalis",
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          "avatar_url": "https://avatars.githubusercontent.com/u/67660547?u=38f10089309fa3bbb23973ec3b75801dc899a0f2&v=4"
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      "has_linter_config": false,
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            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
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            "name": "Dependency-Update-Tool",
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            "name": "Fuzzing",
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            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
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          {
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            "reason": "license file detected",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
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            "components": [
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  "generated_at": "2026-07-15T13:16:10.225765Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/the-omics-os/lobster.svg",
  "full_name": "the-omics-os/lobster",
  "license_state": "custom",
  "license_spdx": null
}

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

Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.11.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.

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