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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-25 22:39 UTC

Whth / fabricatio

Fabricatio is a Python library designed for building applications that leverage Large Language Models (LLMs) using an event-based agent structure. It utilizes Handlebars for templating and provides a robust framework for managing tasks, workflows, and toolboxes, enabling developers to create intelligent and efficient applications.

Python · RustMIT★ 8 Sterne⑂ 2 Forksseit Feb. 2025Auf GitHub ansehen ↗
#agentic-ai#llm#workflow#ai#framework#harness-framework#multi-agent

Whth/fabricatio erreicht einen Gesundheitsindex von 65 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (92/100) ab, am schwächsten bei Security (49/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

65
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.

65
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

WhthPersönliches Konto
3 Follower33 öffentliche Reposseit Aug. 2021

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
PyPIfabricatio0.32.3-260vor 31 Tagenaiagentsmulti-agentllmpyo3

Metriken nach Kategorie

Vitalität

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

92Exzellent · 22 % des Gesamtindex

Entwicklungsaktivität

94Exzellent
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
30.5/36Commit-Rhythmus — 44/52 Wochen mit Commits
18/18Commit-Volumen — 1.265 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_year1.265
human_commit_share1
days_since_last_push0
active_weeks_last_year44

Release-Disziplin

90Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 100 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 0 Tagen
27/27Release-Rhythmus — ein Release etwa alle 4,1 Tage
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Verwendete Eingangsdaten
releases_count100
latest_release_tagv0.33.0-dev5
releases_from_tagsnein
days_since_latest_release0
mean_days_between_releases4,1

Community & Verbreitung

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

51Mittel · 18 % des Gesamtindex

Popularität & Verbreitung

15Kritisch
Wie die Bewertung erfolgt
13.7/60Stars — 8 Stars
0/25Forks — 2 Forks
1.7/15Watcher — 3 Watcher
Verwendete Eingangsdaten
forks2
stars8
watchers3
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community-Gesundheit

92Exzellent
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

Nachhaltigkeit & Governance

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

53Mittel · 24 % des Gesamtindex

Maintainer-Resilienz (Bus-Faktor)

12Kritisch
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 100 % der Commits
2.7/13.5Breite der Beitragenden — 2 Beitragende
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Verwendete Eingangsdaten
bus_factor1
contributors_sampled2
top_contributor_share0,999

Reaktionsfähigkeit bei Issues & PRs

72Gut
Wie die Bewertung erfolgt
0/46.8Issue-Lösungsquote — keine Issues oder keine Daten
38.2/38.3PR-Annahme — 15/15 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs15
open_issues0
closed_issues0
issue_closed_ratio—
closed_unmerged_prs0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Issue-Lösungsquote. Die verbleibenden Gewichte wurden renormalisiert.

Eigentümerschaft & Trägerschaft

44Gefährdet
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
4.3/25Reichweite des Inhabers — 3 Follower von Whth
21.1/25Kontohistorie — 33 öffentliche Repos, Kontoalter ca. 4 Jahre
Verwendete Eingangsdaten
followers3
owner_typeUser
is_verified—
owner_loginWhth
public_repos33
account_age_days1.815
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 31 Tagen
20/20Versionshistorie — 260 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesfabricatio
ecosystemspypi
any_deprecatednein
min_days_since_publish31

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

77Gut · 20 % des Gesamtindex

Engineering-Praktiken

68Mittel
Wie die Bewertung erfolgt
24/24CI-Workflows — 3 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
6.4/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — keine Daten
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfigja
has_linter_confignein
has_precommit_confignein
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: CI-Tests. Die verbleibenden Gewichte wurden renormalisiert.

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://pypi.org/project/fabricatio/
10/10Repository-Beschreibung
10/10Topics — 7 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsagentic-ai, llm, workflow, ai, framework, harness-framework, multi-agent
has_wikinein
homepagehttps://pypi.org/project/fabricatio/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

49Gefährdet · 16 % des Gesamtindex

Sicherheitslage

36Gefährdet
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
0/2.5CI-Tests — keine Daten
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — keine Daten
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 12 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): ci_tests, packaging. Die verbleibenden Gewichte wurden renormalisiert.

Abhängigkeits-Advisories

100Exzellent
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
25/25Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories0
affected_packages0
assessed_packages14
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:fabricatio@0.32.3 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 14 Paketen. Erreichbarkeit wird nicht analysiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

55Mittel · 0 % des Gesamtindex

AI-Agentenkontext & Leitlinien

40Gefährdet
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 100 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share1
agent_instruction_files—
agent_instruction_max_bytes—

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

61Mittel
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Justfile, docs/Makefile
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — packages/fabricatio-actions/python/fabricatio_actions/py.typed, packages/fabricatio-agent/python/fabricatio_agent/py.typed, packages/fabricatio-anki/python/fabricatio_anki/py.typed, packages/fabricatio-capabilities/python/fabricatio_capabilities/py.typed, packages/fabricatio-capable/python/fabricatio_capable/py.typed, packages/fabricatio-character/python/fabricatio_character/py.typed, packages/fabricatio-checkpoint/python/fabricatio_checkpoint/py.typed, packages/fabricatio-comfyui/python/fabricatio_comfyui/py.typed, packages/fabricatio-core/python/fabricatio_core/py.typed, packages/fabricatio-diff/python/fabricatio_diff/py.typed, packages/fabricatio-digest/python/fabricatio_digest/py.typed, packages/fabricatio-improve/python/fabricatio_improve/py.typed, packages/fabricatio-judge/python/fabricatio_judge/py.typed, packages/fabricatio-lancedb/python/fabricatio_lancedb/py.typed, packages/fabricatio-locale/python/fabricatio_locale/py.typed, packages/fabricatio-memory/python/fabricatio_memory/py.typed, packages/fabricatio-milvus/python/fabricatio_milvus/py.typed, packages/fabricatio-mock/python/fabricatio_mock/py.typed, packages/fabricatio-novel/python/fabricatio_novel/py.typed, packages/fabricatio-plot/python/fabricatio_plot/py.typed, packages/fabricatio-question/python/fabricatio_question/py.typed, packages/fabricatio-rag/python/fabricatio_rag/py.typed, packages/fabricatio-rule/python/fabricatio_rule/py.typed, packages/fabricatio-sandbox/python/fabricatio_sandbox/py.typed, packages/fabricatio-skill/python/fabricatio_skill/py.typed, packages/fabricatio-tagging/python/fabricatio_tagging/py.typed, packages/fabricatio-team/python/fabricatio_team/py.typed, packages/fabricatio-tei/python/fabricatio_tei/py.typed, packages/fabricatio-thinking/python/fabricatio_thinking/py.typed, packages/fabricatio-tool/python/fabricatio_tool/py.typed, packages/fabricatio-translate/python/fabricatio_translate/py.typed, packages/fabricatio-typst/python/fabricatio_typst/py.typed, packages/fabricatio-webui/frontend/tsconfig.json, packages/fabricatio-webui/python/fabricatio_webui/py.typed, packages/fabricatio-workspace/python/fabricatio_workspace/py.typed, packages/fabricatio-yue/python/fabricatio_yue/py.typed, python/fabricatio/py.typed
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilespnpm-lock.yaml
has_dockerfileja
typed_languagenein
bootstrap_filesJustfile, docs/Makefile
has_devcontainernein
has_linter_confignein
typecheck_configspackages/fabricatio-actions/python/fabricatio_actions/py.typed, packages/fabricatio-agent/python/fabricatio_agent/py.typed, packages/fabricatio-anki/python/fabricatio_anki/py.typed, packages/fabricatio-capabilities/python/fabricatio_capabilities/py.typed, packages/fabricatio-capable/python/fabricatio_capable/py.typed, packages/fabricatio-character/python/fabricatio_character/py.typed, packages/fabricatio-checkpoint/python/fabricatio_checkpoint/py.typed, packages/fabricatio-comfyui/python/fabricatio_comfyui/py.typed, packages/fabricatio-core/python/fabricatio_core/py.typed, packages/fabricatio-diff/python/fabricatio_diff/py.typed, packages/fabricatio-digest/python/fabricatio_digest/py.typed, packages/fabricatio-improve/python/fabricatio_improve/py.typed, packages/fabricatio-judge/python/fabricatio_judge/py.typed, packages/fabricatio-lancedb/python/fabricatio_lancedb/py.typed, packages/fabricatio-locale/python/fabricatio_locale/py.typed, packages/fabricatio-memory/python/fabricatio_memory/py.typed, packages/fabricatio-milvus/python/fabricatio_milvus/py.typed, packages/fabricatio-mock/python/fabricatio_mock/py.typed, packages/fabricatio-novel/python/fabricatio_novel/py.typed, packages/fabricatio-plot/python/fabricatio_plot/py.typed, packages/fabricatio-question/python/fabricatio_question/py.typed, packages/fabricatio-rag/python/fabricatio_rag/py.typed, packages/fabricatio-rule/python/fabricatio_rule/py.typed, packages/fabricatio-sandbox/python/fabricatio_sandbox/py.typed, packages/fabricatio-skill/python/fabricatio_skill/py.typed, packages/fabricatio-tagging/python/fabricatio_tagging/py.typed, packages/fabricatio-team/python/fabricatio_team/py.typed, packages/fabricatio-tei/python/fabricatio_tei/py.typed, packages/fabricatio-thinking/python/fabricatio_thinking/py.typed, packages/fabricatio-tool/python/fabricatio_tool/py.typed, packages/fabricatio-translate/python/fabricatio_translate/py.typed, packages/fabricatio-typst/python/fabricatio_typst/py.typed, packages/fabricatio-webui/frontend/tsconfig.json, packages/fabricatio-webui/python/fabricatio_webui/py.typed, packages/fabricatio-workspace/python/fabricatio_workspace/py.typed, packages/fabricatio-yue/python/fabricatio_yue/py.typed, python/fabricatio/py.typed
agent_commit_share0
toolchain_manifestsCargo.toml, crates/deck_loader/Cargo.toml, crates/error-mapping/Cargo.toml, crates/fabricatio-config/Cargo.toml, crates/fabricatio-constants/Cargo.toml, crates/fabricatio-logger/Cargo.toml, crates/fabricatio-router/Cargo.toml, crates/fabricatio-stubgen/Cargo.toml, crates/macro-utils/Cargo.toml, crates/mcp-manager/Cargo.toml, crates/scanner/Cargo.toml, crates/signify/Cargo.toml, crates/tex-convertor/Cargo.toml, crates/thryd/Cargo.toml, crates/utils/Cargo.toml, packages/fabricatio-agent/Cargo.toml, packages/fabricatio-anki/Cargo.toml, packages/fabricatio-checkpoint/Cargo.toml, packages/fabricatio-core/Cargo.toml, packages/fabricatio-diff/Cargo.toml, packages/fabricatio-lancedb/Cargo.toml, packages/fabricatio-locale/Cargo.toml, packages/fabricatio-memory/Cargo.toml, packages/fabricatio-novel/Cargo.toml, packages/fabricatio-sandbox/Cargo.toml, packages/fabricatio-skill/Cargo.toml, packages/fabricatio-tei/Cargo.toml, packages/fabricatio-thinking/Cargo.toml, packages/fabricatio-tool/Cargo.toml, packages/fabricatio-typst/Cargo.toml, packages/fabricatio-webui/Cargo.toml, packages/fabricatio-workspace/Cargo.toml
dependency_bot_commit_share0

AI-Code-Lesbarkeit für Modelle

82Gut
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (packages/fabricatio-actions/python/fabricatio_actions/py.typed, packages/fabricatio-agent/python/fabricatio_agent/py.typed, packages/fabricatio-anki/python/fabricatio_anki/py.typed, packages/fabricatio-capabilities/python/fabricatio_capabilities/py.typed, packages/fabricatio-capable/python/fabricatio_capable/py.typed, packages/fabricatio-character/python/fabricatio_character/py.typed, packages/fabricatio-checkpoint/python/fabricatio_checkpoint/py.typed, packages/fabricatio-comfyui/python/fabricatio_comfyui/py.typed, packages/fabricatio-core/python/fabricatio_core/py.typed, packages/fabricatio-diff/python/fabricatio_diff/py.typed, packages/fabricatio-digest/python/fabricatio_digest/py.typed, packages/fabricatio-improve/python/fabricatio_improve/py.typed, packages/fabricatio-judge/python/fabricatio_judge/py.typed, packages/fabricatio-lancedb/python/fabricatio_lancedb/py.typed, packages/fabricatio-locale/python/fabricatio_locale/py.typed, packages/fabricatio-memory/python/fabricatio_memory/py.typed, packages/fabricatio-milvus/python/fabricatio_milvus/py.typed, packages/fabricatio-mock/python/fabricatio_mock/py.typed, packages/fabricatio-novel/python/fabricatio_novel/py.typed, packages/fabricatio-plot/python/fabricatio_plot/py.typed, packages/fabricatio-question/python/fabricatio_question/py.typed, packages/fabricatio-rag/python/fabricatio_rag/py.typed, packages/fabricatio-rule/python/fabricatio_rule/py.typed, packages/fabricatio-sandbox/python/fabricatio_sandbox/py.typed, packages/fabricatio-skill/python/fabricatio_skill/py.typed, packages/fabricatio-tagging/python/fabricatio_tagging/py.typed, packages/fabricatio-team/python/fabricatio_team/py.typed, packages/fabricatio-tei/python/fabricatio_tei/py.typed, packages/fabricatio-thinking/python/fabricatio_thinking/py.typed, packages/fabricatio-tool/python/fabricatio_tool/py.typed, packages/fabricatio-translate/python/fabricatio_translate/py.typed, packages/fabricatio-typst/python/fabricatio_typst/py.typed, packages/fabricatio-webui/frontend/tsconfig.json, packages/fabricatio-webui/python/fabricatio_webui/py.typed, packages/fabricatio-workspace/python/fabricatio_workspace/py.typed, packages/fabricatio-yue/python/fabricatio_yue/py.typed, python/fabricatio/py.typed)
54.9/55Handhabbare Dateigrößen — 1/645 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes68.031
source_files_sampled645
oversized_source_files1

Maschinenlesbare AI-Schnittstellen

40Gefährdet
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — examples
Verwendete Eingangsdaten
example_dirsexamples
has_mcp_signalnein
api_schema_files—

Eckdaten

8GitHub-Sterne
2Mitwirkende
1.265Commits, letzte 12 Monate
0Tage seit letztem Push
100Releases
1Bus-Faktor
0offene Issues
crates.io, PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch crates package 'fabricatio' from its registry

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 2 ⇿
0Sterne
2Forks
45Releases

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

111222212025-042025-092026-03
Major 0Minor 5Patch 21
OpenSSF Scorecard 3.6 / 10
3.6Gesamtwert

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 · 2026-07-25 22:39 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
k. A.CI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
k. A.Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities12 existing vulnerabilities detected
Direkte Abhängigkeiten 18
RegistryPaketVersionsvorgabeManifest
crates.iopyo30.29.0Cargo.toml
crates.ioreqwest0.13.4Cargo.toml
crates.iotar0.4.46Cargo.toml
crates.ioflate21.1.9Cargo.toml
crates.ioclap4.6.1Cargo.toml
crates.iocolored3.1.1Cargo.toml
crates.iochrono0.4.45Cargo.toml
crates.ioindicatif0.18.6Cargo.toml
crates.ioglob0.3.3Cargo.toml
crates.iooctocrab0.53.1Cargo.toml
crates.ioonce_cell1.21.4Cargo.toml
crates.iothiserror2.0.18Cargo.toml
crates.iotokio1.52.3Cargo.toml
crates.iohuman-units0.5.3Cargo.toml
crates.iowalkdir2.5.0Cargo.toml
crates.iofabricatio-constants—Cargo.toml
crates.iorustls0.23Cargo.toml
PyPIfabricatio-core—pyproject.toml
Alle Abhängigkeiten 594

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 16 direkte und 578 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
crates.iochrono—direkt
crates.ioclap—direkt
crates.iocolored—direkt
crates.ioflate2—direkt
crates.ioglob—direkt
crates.iohuman-units—direkt
crates.ioindicatif—direkt
crates.iooctocrab—direkt
crates.ioonce_cell—direkt
crates.iopyo3—direkt
crates.ioreqwest—direkt
crates.iorustls—direkt
crates.iotar—direkt
crates.iothiserror—direkt
crates.iotokio—direkt
crates.iowalkdir—direkt
crates.ioarrow-array—indirekt
crates.ioarrow-schema—indirekt
crates.ioasync-openai—indirekt
crates.ioasync-trait—indirekt
crates.ioaxum—indirekt
crates.iobase64—indirekt
crates.iobiblatex—indirekt
crates.ioblake3—indirekt
crates.iocached—indirekt
crates.iocfg-if—indirekt
crates.iocriterion—indirekt
crates.iocsv—indirekt
crates.iodashmap—indirekt
crates.iodirectories-next—indirekt
crates.iodotenvy—indirekt
crates.ioepub-builder—indirekt
crates.ioeventsource-stream—indirekt
crates.iofigment—indirekt
crates.iofutures—indirekt
crates.iofutures-util—indirekt
crates.iogenanki-rs-rev—indirekt
crates.iogit2—indirekt
crates.iohandlebars—indirekt
crates.ioheck—indirekt
crates.ioheed—indirekt
crates.iohttp—indirekt
crates.ioignore—indirekt
crates.ioindoc—indirekt
crates.ioinfer—indirekt
crates.iolancedb—indirekt
crates.iollm_json—indirekt
crates.iomime_guess—indirekt
crates.iomoka—indirekt
crates.ionucleo-matcher—indirekt
crates.iopep508_rs—indirekt
crates.iopolib—indirekt
crates.iopostcard—indirekt
crates.iopyo3-async-runtimes—indirekt
crates.iopyo3-build-config—indirekt
crates.iopyo3-stub-gen—indirekt
crates.iopythonize—indirekt
crates.ioquote—indirekt
crates.iorayon—indirekt
crates.ioregex—indirekt
crates.iorho-hashline—indirekt
crates.iormcp—indirekt
crates.iorustpython-ast—indirekt
crates.iorustpython-parser—indirekt
crates.iosanitize-filename—indirekt
crates.iosecrecy—indirekt
crates.ioserde—indirekt
crates.ioserde_json—indirekt
crates.ioserde_yaml2—indirekt
crates.iosimilar—indirekt
crates.iostrsim—indirekt
crates.iostrum—indirekt
crates.iostrum_macros—indirekt
crates.iosyn—indirekt
crates.iotantivy—indirekt
crates.iotempfile—indirekt
crates.iotex2typst-rs—indirekt
crates.iotiktoken-rs—indirekt
crates.iotonic—indirekt
crates.iotower-http—indirekt
crates.iotracing—indirekt
crates.iotracing-appender—indirekt
crates.iotracing-subscriber—indirekt
crates.iounicode-segmentation—indirekt
crates.iourl—indirekt
crates.iouuid—indirekt
crates.iovalidator—indirekt
crates.iovfs—indirekt
crates.iowhich—indirekt
crates.iowhichlang—indirekt
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npm@asamuzakjp/dom-selector7.1.1indirekt
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npm@babel/helper-compilation-targets7.29.7indirekt
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npm@babel/helper-globals7.29.7indirekt
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npm@rolldown/binding-linux-ppc64-gnu1.0.3indirekt
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npm@rolldown/binding-linux-x64-musl1.0.3indirekt
npm@rolldown/binding-openharmony-arm641.0.3indirekt
npm@rolldown/binding-wasm32-wasi1.0.3indirekt
npm@rolldown/binding-win32-arm64-msvc1.0.3indirekt
npm@rolldown/binding-win32-x64-msvc1.0.3indirekt
npm@rolldown/pluginutils1.0.1indirekt
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Abhängigkeits-Advisories 0

Die Installation von pypi:fabricatio@0.32.3 zieht 14 Pakete nach sich, direkt und transitiv: 0 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.

Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.

Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.

JSON-Rohbericht maschinenlesbar
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          "headline": "refactor(build): add thread safety to maturin compile operations",
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          "headline": "refactor(docs): update project roadmap with mental model engine compl…",
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          "committed_at": "2026-07-21T17:11:30Z",
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          "body": "…lculations\n\n- Add math.sqrt import for dimension calculations\n- Move megapixel to dimension logic from capability helper into FrameAspect enum\n- Calculate width and height based on aspect ratio and megapixels\n- Apply 8-pixel alignment for ComfyUI compatibility\n- Enforce 64-pixel minimum on both axe\n[…]\nts to use new enum method instead of helper function\n- Rename test class from TestMegapixelsToDimensions to TestFrameAspectDimensions\n- Fix assertion formatting in workflow test for better readability",
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          "headline": "feat(illustration): add FrameAspect.to_dimensions method for pixel ca…",
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          "committed_at": "2026-07-19T17:50:10Z",
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          "headline": "feat(novel): type illustration constrain via FrameAspect enum + Illus…",
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          "committed_at": "2026-07-19T17:41:43Z",
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          "headline": "feat(novel): add global writing constraints for consistent novel styling",
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          "headline": "feat(config): add reasoning effort parameter support across components",
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          "headline": "fix(tests): resolve non-deterministic test failures in capable module",
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          "body": "…classes\n\n- Reorder imports in configs.rs for better organization\n- Add is_agent_variant function to validate agent variants in constants\n- Introduce Not operator import for boolean operations\n- Refactor resolve_llm_variant to return cloned strings instead of references\n- Add comprehensive generic m\n[…]\nnfig, and related subclasses\n- Implement fallback and hold-to mechanisms for configuration hierarchies\n- Add JSON schema generation and validation utilities\n- Update package version from 0.1 to 0.10.2",
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          "headline": "feat(config): enhance agent variant resolution and add generic model …",
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          "body": "- Added pyproject.toml with project metadata and dependencies\n- Removed fallback_kwargs import from fabricatio_core.utils\n- Removed fallback_kwargs usage in AdvancedJudge.judge method\n- Configured build system with hatchling for wheel distribution\n- Set up dependency groups for development including pytest and mock\n- Added multiple PyPI mirrors for faster package installation",
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          "body": "- Added documentation for the 'send_to' parameter in the novel capability module\n- Removed unnecessary blank line in the test module that was causing formatting issues\n- Improved code clarity by adding missing type information for the send_to parameter",
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          "headline": "feat(novel): add per-chapter writing constraints feature",
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          "headline": "test(comfyui): update integration tests with dynamic checkpoint detec…",
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          "body": "- Remove unused send_to parameter from character composition methods\n- Add EvidentlyJudge class with evidence-based judging functionality\n- Implement VoteJudge class with LLM-based voting and threshold evaluation\n- Add concurrent execution for multiple judgments using asyncio.gather\n- Introduce VoteLLMConfig for specifying voting models and thresholds\n- Replace uuid.uuid7 with uuid.uuid4 in test files for compatibility\n- Implement resolve_pass method for weighted vote calculation logic",
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          "body": "- Fixed missing comma in keyword arguments for aask_validate call\n- Ensured proper unpacking of kwargs in the method invocation\n\nfeat(novel): enhance writing style imitation with QA documentation\n\n- Updated global prompt to include writing style QA documentation requirement\n- Modified script-level p\n[…]\n-level prompting for consistent writing style application\n- Integrated QA documentation injection at both script and scene levels\n- Improved quality assurance through better style guidance propagation",
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          "headline": "fix(core): correct keyword argument passing in propose capability",
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          "oid": "a58c7833c57a8f589f2003d4de5174265c2e7215",
          "body": "…load support\n\n- Implemented CharacterCompose class inheriting from Propose and ABC\n- Added compose_characters method with four overloads for different input types\n- Support for single character requirement string input\n- Support for multiple character requirements via list input\n- Implementation ha\n[…]\n with SMOL target routing\n- Improved resource allocation by directing specific operations to appropriate LLM instances\n- Maintained existing functionality while adding targeted processing capabilities",
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          "headline": "feat(character): add character composition capability with multi-over…",
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          "committed_at": "2026-07-15T17:23:04Z",
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          "headline": "feat: enforce the send_to to fabricatio-judge",
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          "headline": "feat: enforce the send_to to fabricatio-core",
          "author_name": "Whth",
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          "body": "- Removed AgentVariant enum and strum dependency from fabricatio-config\n- Added agent_variant string constants to fabricatio-constants\n- Updated resolve_llm_variant to accept string parameter instead of enum\n- Modified configure_llm_variant to validate string input with PyValueError\n- Updated Python\n[…]\ntubs to remove AgentVariant and add constant exports\n- Changed image parameters in router functions to accept optional byte lists\n- Updated router usage structs to handle optional image data correctly",
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          "headline": "refactor(config): replace AgentVariant enum with string constants",
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          "body": "…functions\n\n- Replace basic Mapping[str, Any] with TypedDict and Unpack for better type safety\n- Add proper generic type parameters to override_kwargs and fallback_kwargs functions\n- Update import statements to include TypedDict, Unpack, and cast from typing module\n- Import ValidateKwargs from models.kwargs_types for enhanced type checking\n- Change agent parameter to send_to in advanced judge capability call\n- Update AgentVariant usage to call to_str() method for string conversion",
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          "headline": "refactor(utils): update type hints and parameter handling in utility …",
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          "headline": "docs(readme): update documentation with improved formatting and new f…",
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          "is_bot": false,
          "headline": "feat(config): enhance AgentVariant enum with string conversion methods",
          "author_name": "Whth",
          "author_login": "Whth",
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          "is_bot": false,
          "headline": "feat(config): add LLM variant configuration method",
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          "is_bot": false,
          "headline": "feat(judge): enhance judge capability with agent variant selection",
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          "is_bot": false,
          "headline": "feat(config): expose AgentVariant enum to Python bindings",
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          "headline": "feat(config): add agent configuration support with model variant reso…",
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          "headline": "feat(novel_rag): inject writing style guidance before script processing",
          "author_name": "Whth",
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          "headline": "test(novel): fix StoreEnrichedTexts execute tests for Pydantic v2 + c…",
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          "headline": "refactor(mcp): simplify text extraction in content processing",
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          "is_bot": false,
          "headline": "chore(version): bump fabricatio-webui version to 0.4.1",
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          "is_bot": false,
          "headline": "fix(webui-frontend): resolve vue-tsc errors in EditorToolbar and Sett…",
          "author_name": "Whth",
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          "is_bot": false,
          "headline": "feat(skills): complete texts-based skill system implementation",
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          "body": "…d JSON files\n\n- Introduce LoadNovelFromPersistent action to load novels from disk\n- Add 'i' CLI command for illustrating from persisted novel files\n- Create IllustrateLoadedNovelWorkflow for load-then-illustrate pipeline\n- Update CLI documentation to include new 'i' command option\n- Bump package version from 0.1 to 0.10.2",
          "is_bot": false,
          "headline": "feat(illustration): add capability to illustrate novels from persiste…",
          "author_name": "Whth",
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          "committed_at": "2026-07-05T12:24:11Z",
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          "is_bot": false,
          "headline": "feat(workflow): add comprehensive workflow execution and node configu…",
          "author_name": "Whth",
          "author_login": "Whth",
          "committed_at": "2026-07-05T11:42:31Z",
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          "oid": "4c2e510d83e3ff1e68bc84747aa692326db7bf9a",
          "body": "…finitions\n\n- Replace inline command implementations with import-based registration system\n- Add comprehensive module documentation explaining command structure and layout\n- Remove duplicate helper functions and command logic from main CLI file\n- Streamline imports and reduce file size from 1484 lines to 36 lines\n- Maintain existing command functionality through separate command modules\n- Update module docstring to reflect new architecture with command submodules",
          "is_bot": false,
          "headline": "refactor(cli): simplify CLI entry point by removing inline command de…",
          "author_name": "Whth",
          "author_login": "Whth",
          "committed_at": "2026-07-05T11:41:00Z",
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          "headline": "chore(novel): bump version to 0.10.0",
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          "headline": "test(novel): add tests for refined-query RAG wiring",
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          "is_bot": false,
          "headline": "style(novel): drop stray blank line in novel_enrich workflow",
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          "is_bot": false,
          "headline": "feat(novel): add --use-refined-query flags to wr/wrm/wri commands",
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          "headline": "feat(novel): expose refinement convenience fields on RAG action",
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        },
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          "headline": "refactor(novel): remove unused RetrieveWritingStyles/InjectWritingSty…",
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          "headline": "feat(novel): add refined-query and multi-query fetch to NovelComposeRAG",
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          "headline": "feat(novel): expose writing_style_query on NovelRAGKwargs",
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          "headline": "feat(novel): add WritingStyleFetchConfig refined-query fields",
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          "headline": "chore(novel): bump version to 0.9.0",
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          "headline": "test(novel): add integration tests for enrich capability and StoreEnr…",
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          "headline": "feat(novel): add StoreEnrichedTexts action, workflow, and enrich-refs…",
          "author_name": "Whth",
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          "committed_at": "2026-07-02T17:08:26Z",
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          "body": "…odel, and NovelConfig",
          "is_bot": false,
          "headline": "feat(novel): add EnrichChunkTextNovel capability, enriched document m…",
          "author_name": "Whth",
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          "headline": "chore(diff): bump version to 0.4.0",
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          "headline": "test(diff): add tests for HashlineEdit capability",
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          "headline": "feat(diff): add HashlineEdit capability with LLM self-correcting loop",
          "author_name": "Whth",
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          "headline": "feat(diff): add hashline_diff and hashline_judge template fields to D…",
          "author_name": "Whth",
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          "is_bot": false,
          "headline": "feat(diff): add HashLineType vocabulary and per-pair ContentBlockPars…",
          "author_name": "Whth",
          "author_login": "Whth",
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          "headline": "chore(rag): bump version to 0.6.0",
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          "headline": "test(rag): add tests for PreciseChunkText, CleanCorpus, and EnrichChu…",
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          "headline": "feat(rag): add EnrichChunkText capability for LLM-generated QA pairs",
          "author_name": "Whth",
          "author_login": "Whth",
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          "body": "…giene",
          "is_bot": false,
          "headline": "feat(rag): add CleanCorpus capability and action for pre-embedding hy…",
          "author_name": "Whth",
          "author_login": "Whth",
          "committed_at": "2026-07-02T17:06:01Z",
          "body_truncated": false,
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        },
        {
          "oid": "48557f54cf277df1d1a341e2d37f21d6df85995e",
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                "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": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "12 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:fabricatio@0.32.3 runtime dependency closure — what installing the published package pulls in — 14 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:fabricatio@0.32.3",
                  "assessed": 14
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 14,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 14,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "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": 55,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 100,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "pnpm-lock.yaml"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Justfile",
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "packages/fabricatio-actions/python/fabricatio_actions/py.typed",
                "packages/fabricatio-agent/python/fabricatio_agent/py.typed",
                "packages/fabricatio-anki/python/fabricatio_anki/py.typed",
                "packages/fabricatio-capabilities/python/fabricatio_capabilities/py.typed",
                "packages/fabricatio-capable/python/fabricatio_capable/py.typed",
                "packages/fabricatio-character/python/fabricatio_character/py.typed",
                "packages/fabricatio-checkpoint/python/fabricatio_checkpoint/py.typed",
                "packages/fabricatio-comfyui/python/fabricatio_comfyui/py.typed",
                "packages/fabricatio-core/python/fabricatio_core/py.typed",
                "packages/fabricatio-diff/python/fabricatio_diff/py.typed",
                "packages/fabricatio-digest/python/fabricatio_digest/py.typed",
                "packages/fabricatio-improve/python/fabricatio_improve/py.typed",
                "packages/fabricatio-judge/python/fabricatio_judge/py.typed",
                "packages/fabricatio-lancedb/python/fabricatio_lancedb/py.typed",
                "packages/fabricatio-locale/python/fabricatio_locale/py.typed",
                "packages/fabricatio-memory/python/fabricatio_memory/py.typed",
                "packages/fabricatio-milvus/python/fabricatio_milvus/py.typed",
                "packages/fabricatio-mock/python/fabricatio_mock/py.typed",
                "packages/fabricatio-novel/python/fabricatio_novel/py.typed",
                "packages/fabricatio-plot/python/fabricatio_plot/py.typed",
                "packages/fabricatio-question/python/fabricatio_question/py.typed",
                "packages/fabricatio-rag/python/fabricatio_rag/py.typed",
                "packages/fabricatio-rule/python/fabricatio_rule/py.typed",
                "packages/fabricatio-sandbox/python/fabricatio_sandbox/py.typed",
                "packages/fabricatio-skill/python/fabricatio_skill/py.typed",
                "packages/fabricatio-tagging/python/fabricatio_tagging/py.typed",
                "packages/fabricatio-team/python/fabricatio_team/py.typed",
                "packages/fabricatio-tei/python/fabricatio_tei/py.typed",
                "packages/fabricatio-thinking/python/fabricatio_thinking/py.typed",
                "packages/fabricatio-tool/python/fabricatio_tool/py.typed",
                "packages/fabricatio-translate/python/fabricatio_translate/py.typed",
                "packages/fabricatio-typst/python/fabricatio_typst/py.typed",
                "packages/fabricatio-webui/frontend/tsconfig.json",
                "packages/fabricatio-webui/python/fabricatio_webui/py.typed",
                "packages/fabricatio-workspace/python/fabricatio_workspace/py.typed",
                "packages/fabricatio-yue/python/fabricatio_yue/py.typed",
                "python/fabricatio/py.typed"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "Cargo.toml",
                "crates/deck_loader/Cargo.toml",
                "crates/error-mapping/Cargo.toml",
                "crates/fabricatio-config/Cargo.toml",
                "crates/fabricatio-constants/Cargo.toml",
                "crates/fabricatio-logger/Cargo.toml",
                "crates/fabricatio-router/Cargo.toml",
                "crates/fabricatio-stubgen/Cargo.toml",
                "crates/macro-utils/Cargo.toml",
                "crates/mcp-manager/Cargo.toml",
                "crates/scanner/Cargo.toml",
                "crates/signify/Cargo.toml",
                "crates/tex-convertor/Cargo.toml",
                "crates/thryd/Cargo.toml",
                "crates/utils/Cargo.toml",
                "packages/fabricatio-agent/Cargo.toml",
                "packages/fabricatio-anki/Cargo.toml",
                "packages/fabricatio-checkpoint/Cargo.toml",
                "packages/fabricatio-core/Cargo.toml",
                "packages/fabricatio-diff/Cargo.toml",
                "packages/fabricatio-lancedb/Cargo.toml",
                "packages/fabricatio-locale/Cargo.toml",
                "packages/fabricatio-memory/Cargo.toml",
                "packages/fabricatio-novel/Cargo.toml",
                "packages/fabricatio-sandbox/Cargo.toml",
                "packages/fabricatio-skill/Cargo.toml",
                "packages/fabricatio-tei/Cargo.toml",
                "packages/fabricatio-thinking/Cargo.toml",
                "packages/fabricatio-tool/Cargo.toml",
                "packages/fabricatio-typst/Cargo.toml",
                "packages/fabricatio-webui/Cargo.toml",
                "packages/fabricatio-workspace/Cargo.toml"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Justfile, docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Justfile, docs/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "packages/fabricatio-actions/python/fabricatio_actions/py.typed, packages/fabricatio-agent/python/fabricatio_agent/py.typed, packages/fabricatio-anki/python/fabricatio_anki/py.typed, packages/fabricatio-capabilities/python/fabricatio_capabilities/py.typed, packages/fabricatio-capable/python/fabricatio_capable/py.typed, packages/fabricatio-character/python/fabricatio_character/py.typed, packages/fabricatio-checkpoint/python/fabricatio_checkpoint/py.typed, packages/fabricatio-comfyui/python/fabricatio_comfyui/py.typed, packages/fabricatio-core/python/fabricatio_core/py.typed, packages/fabricatio-diff/python/fabricatio_diff/py.typed, packages/fabricatio-digest/python/fabricatio_digest/py.typed, packages/fabricatio-improve/python/fabricatio_improve/py.typed, packages/fabricatio-judge/python/fabricatio_judge/py.typed, packages/fabricatio-lancedb/python/fabricatio_lancedb/py.typed, packages/fabricatio-locale/python/fabricatio_locale/py.typed, packages/fabricatio-memory/python/fabricatio_memory/py.typed, packages/fabricatio-milvus/python/fabricatio_milvus/py.typed, packages/fabricatio-mock/python/fabricatio_mock/py.typed, packages/fabricatio-novel/python/fabricatio_novel/py.typed, packages/fabricatio-plot/python/fabricatio_plot/py.typed, packages/fabricatio-question/python/fabricatio_question/py.typed, packages/fabricatio-rag/python/fabricatio_rag/py.typed, packages/fabricatio-rule/python/fabricatio_rule/py.typed, packages/fabricatio-sandbox/python/fabricatio_sandbox/py.typed, packages/fabricatio-skill/python/fabricatio_skill/py.typed, packages/fabricatio-tagging/python/fabricatio_tagging/py.typed, packages/fabricatio-team/python/fabricatio_team/py.typed, packages/fabricatio-tei/python/fabricatio_tei/py.typed, packages/fabricatio-thinking/python/fabricatio_thinking/py.typed, packages/fabricatio-tool/python/fabricatio_tool/py.typed, packages/fabricatio-translate/python/fabricatio_translate/py.typed, packages/fabricatio-typst/python/fabricatio_typst/py.typed, packages/fabricatio-webui/frontend/tsconfig.json, packages/fabricatio-webui/python/fabricatio_webui/py.typed, packages/fabricatio-workspace/python/fabricatio_workspace/py.typed, packages/fabricatio-yue/python/fabricatio_yue/py.typed, python/fabricatio/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "packages/fabricatio-actions/python/fabricatio_actions/py.typed, packages/fabricatio-agent/python/fabricatio_agent/py.typed, packages/fabricatio-anki/python/fabricatio_anki/py.typed, packages/fabricatio-capabilities/python/fabricatio_capabilities/py.typed, packages/fabricatio-capable/python/fabricatio_capable/py.typed, packages/fabricatio-character/python/fabricatio_character/py.typed, packages/fabricatio-checkpoint/python/fabricatio_checkpoint/py.typed, packages/fabricatio-comfyui/python/fabricatio_comfyui/py.typed, packages/fabricatio-core/python/fabricatio_core/py.typed, packages/fabricatio-diff/python/fabricatio_diff/py.typed, packages/fabricatio-digest/python/fabricatio_digest/py.typed, packages/fabricatio-improve/python/fabricatio_improve/py.typed, packages/fabricatio-judge/python/fabricatio_judge/py.typed, packages/fabricatio-lancedb/python/fabricatio_lancedb/py.typed, packages/fabricatio-locale/python/fabricatio_locale/py.typed, packages/fabricatio-memory/python/fabricatio_memory/py.typed, packages/fabricatio-milvus/python/fabricatio_milvus/py.typed, packages/fabricatio-mock/python/fabricatio_mock/py.typed, packages/fabricatio-novel/python/fabricatio_novel/py.typed, packages/fabricatio-plot/python/fabricatio_plot/py.typed, packages/fabricatio-question/python/fabricatio_question/py.typed, packages/fabricatio-rag/python/fabricatio_rag/py.typed, packages/fabricatio-rule/python/fabricatio_rule/py.typed, packages/fabricatio-sandbox/python/fabricatio_sandbox/py.typed, packages/fabricatio-skill/python/fabricatio_skill/py.typed, packages/fabricatio-tagging/python/fabricatio_tagging/py.typed, packages/fabricatio-team/python/fabricatio_team/py.typed, packages/fabricatio-tei/python/fabricatio_tei/py.typed, packages/fabricatio-thinking/python/fabricatio_thinking/py.typed, packages/fabricatio-tool/python/fabricatio_tool/py.typed, packages/fabricatio-translate/python/fabricatio_translate/py.typed, packages/fabricatio-typst/python/fabricatio_typst/py.typed, packages/fabricatio-webui/frontend/tsconfig.json, packages/fabricatio-webui/python/fabricatio_webui/py.typed, packages/fabricatio-workspace/python/fabricatio_workspace/py.typed, packages/fabricatio-yue/python/fabricatio_yue/py.typed, python/fabricatio/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 68031,
              "source_files_sampled": 645,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (packages/fabricatio-actions/python/fabricatio_actions/py.typed, packages/fabricatio-agent/python/fabricatio_agent/py.typed, packages/fabricatio-anki/python/fabricatio_anki/py.typed, packages/fabricatio-capabilities/python/fabricatio_capabilities/py.typed, packages/fabricatio-capable/python/fabricatio_capable/py.typed, packages/fabricatio-character/python/fabricatio_character/py.typed, packages/fabricatio-checkpoint/python/fabricatio_checkpoint/py.typed, packages/fabricatio-comfyui/python/fabricatio_comfyui/py.typed, packages/fabricatio-core/python/fabricatio_core/py.typed, packages/fabricatio-diff/python/fabricatio_diff/py.typed, packages/fabricatio-digest/python/fabricatio_digest/py.typed, packages/fabricatio-improve/python/fabricatio_improve/py.typed, packages/fabricatio-judge/python/fabricatio_judge/py.typed, packages/fabricatio-lancedb/python/fabricatio_lancedb/py.typed, packages/fabricatio-locale/python/fabricatio_locale/py.typed, packages/fabricatio-memory/python/fabricatio_memory/py.typed, packages/fabricatio-milvus/python/fabricatio_milvus/py.typed, packages/fabricatio-mock/python/fabricatio_mock/py.typed, packages/fabricatio-novel/python/fabricatio_novel/py.typed, packages/fabricatio-plot/python/fabricatio_plot/py.typed, packages/fabricatio-question/python/fabricatio_question/py.typed, packages/fabricatio-rag/python/fabricatio_rag/py.typed, packages/fabricatio-rule/python/fabricatio_rule/py.typed, packages/fabricatio-sandbox/python/fabricatio_sandbox/py.typed, packages/fabricatio-skill/python/fabricatio_skill/py.typed, packages/fabricatio-tagging/python/fabricatio_tagging/py.typed, packages/fabricatio-team/python/fabricatio_team/py.typed, packages/fabricatio-tei/python/fabricatio_tei/py.typed, packages/fabricatio-thinking/python/fabricatio_thinking/py.typed, packages/fabricatio-tool/python/fabricatio_tool/py.typed, packages/fabricatio-translate/python/fabricatio_translate/py.typed, packages/fabricatio-typst/python/fabricatio_typst/py.typed, packages/fabricatio-webui/frontend/tsconfig.json, packages/fabricatio-webui/python/fabricatio_webui/py.typed, packages/fabricatio-workspace/python/fabricatio_workspace/py.typed, packages/fabricatio-yue/python/fabricatio_yue/py.typed, python/fabricatio/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
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}

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Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

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