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Software-GesundheitsberichtSchema 0.15.0 · Metriken 1.13.0 · 2026-07-19 10:03 UTC

MindWorkAI / AI-Studio

MindWork AI Studio is a free, independent cross-platform desktop app for local and cloud LLMs across providers, built to democratize AI access.

C# · Lua · HTMLEigene Lizenz★ 523 Sterne⑂ 53 Forksseit Mai 2024Auf GitHub ansehen ↗
#ai-assistant#business#llm

MindWorkAI/AI-Studio erreicht einen Gesundheitsindex von 67 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (94/100) ab, am schwächsten bei Security (49/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

67
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.

67
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

MindWork AIOrganisation
25 Follower7 öffentliche Reposseit Mai 2024

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

Metriken nach Kategorie

Vitalität

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

94Exzellent · 22 % des Gesamtindex

Entwicklungsaktivität

92Exzellent
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
27.7/36Commit-Rhythmus — 40/52 Wochen mit Commits
18/18Commit-Volumen — 322 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year322
human_commit_share—
days_since_last_push0
active_weeks_last_year40

Release-Disziplin

98Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 89 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 2 Tagen
27/27Release-Rhythmus — ein Release etwa alle 19,1 Tage
8/10OpenSSF Scorecard: Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
Verwendete Eingangsdaten
releases_count89
latest_release_tagv26.7.3
releases_from_tagsnein
days_since_latest_release2
mean_days_between_releases19,1

Community & Verbreitung

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

54Mittel · 18 % des Gesamtindex

Popularität & Verbreitung

62Mittel
Wie die Bewertung erfolgt
44.1/60Stars — 523 Stars
14.3/25Forks — 53 Forks
3.3/15Watcher — 5 Watcher
Verwendete Eingangsdaten
forks53
stars523
watchers5
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community-Gesundheit

44Gefährdet
Wie die Bewertung erfolgt
22.5/22.5README
16.9/22.5Lizenz — Lizenzdatei vorhanden, keine anerkannte Lizenz
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templatenein

Nachhaltigkeit & Governance

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

51Mittel · 24 % des Gesamtindex

Maintainer-Resilienz (Bus-Faktor)

28Kritisch
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
2/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 91 % der Commits
10.8/13.5Breite der Beitragenden — 8 Beitragende
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Verwendete Eingangsdaten
bus_factor1
contributors_sampled8
top_contributor_share0,911

Reaktionsfähigkeit bei Issues & PRs

80Gut
Wie die Bewertung erfolgt
39.6/46.8Issue-Lösungsquote — 85 % der Issues geschlossen
37.8/38.3PR-Annahme — 792/802 entschiedene PRs gemergt
3/15OpenSSF Scorecard: Code-Review — Found 7/30 approved changesets -- score normalized to 2
Verwendete Eingangsdaten
merged_prs792
open_issues7
closed_issues39
issue_closed_ratio0,848
closed_unmerged_prs10

Eigentümerschaft & Trägerschaft

51Mittel
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
10.2/25Reichweite des Inhabers — 25 Follower von MindWorkAI
10.9/25Kontohistorie — 7 öffentliche Repos, Kontoalter ca. 2 Jahre
Verwendete Eingangsdaten
followers25
owner_typeOrganization
is_verified—
owner_loginMindWorkAI
public_repos7
account_age_days783

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

81Gut · 20 % des Gesamtindex

Engineering-Praktiken

68Mittel
Wie die Bewertung erfolgt
24/24CI-Workflows — 1 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

100Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://MindWorkAI.org/
10/10Repository-Beschreibung
10/10Topics — 3 Topics
10/10Wiki
Verwendete Eingangsdaten
topicsai-assistant, business, llm
has_wikija
homepagehttps://MindWorkAI.org/
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

49Gefährdet
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
1.5/7.5Code-Review — Found 7/30 approved changesets -- score normalized to 2
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 1 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 — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
6/7.5Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts.
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 28 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4,9
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

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

64Mittel · 0 % des Gesamtindex

AI-Agentenkontext & Leitlinien

75Gut
Wie die Bewertung erfolgt
45/45Agentenanweisungen — AGENTS.md, CLAUDE.md
0/15Maschinenlesbare Doku (llms.txt)
0/40Lesbare Commit-Historie — keine Daten
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share—
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes13.699
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.

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

52Mittel
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — C# (statisch typisiert)
10/10Reproduzierbare Umgebung — lockfile
0/10Belegte Agentenpraxis — keine Daten
0/8Automatisierte Wartung — keine Daten
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesCargo.lock, packages.lock.json
has_dockerfilenein
typed_languageja
bootstrap_files—
has_devcontainernein
has_linter_confignein
typecheck_configs—
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

100Exzellent
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — C# (statisch typisiert)
54.6/55Handhabbare Dateigrößen — 7/935 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageC#
largest_source_bytes1.173.007
source_files_sampled935
oversized_source_files7

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

523GitHub-Sterne
8Mitwirkende
322Commits, letzte 12 Monate
0Tage seit letztem Push
89Releases
1Bus-Faktor
7offene Issues
crates.ioPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Could not fetch crates package 'mindwork-ai-studio' from its registry

Weitere Details

OpenSSF Scorecard 4.9 / 10
4.9Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-19 10:03 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 7/30 approved changesets -- score normalized to 2
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 1 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
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
8Signed-Releases5 out of the last 5 releases have a total of 5 signed artifacts.
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities28 existing vulnerabilities detected
Direkte Abhängigkeiten 45
RegistryPaketVersionsvorgabeManifest
crates.iotauri2.11.5runtime/Cargo.toml
crates.iotauri-plugin-window-state2.4.1runtime/Cargo.toml
crates.iotauri-plugin-shell2.3.5runtime/Cargo.toml
crates.iotauri-plugin-dialog2.7.1runtime/Cargo.toml
crates.iotauri-plugin-opener2.5.4runtime/Cargo.toml
crates.iotauri-plugin-single-instance2runtime/Cargo.toml
crates.ioserde1.0.228runtime/Cargo.toml
crates.ioserde_json1.0.150runtime/Cargo.toml
crates.iokeyring-core1.0.0runtime/Cargo.toml
crates.ioarboard3.6.1runtime/Cargo.toml
crates.iotokio1.52.3runtime/Cargo.toml
crates.iotokio-stream0.1.18runtime/Cargo.toml
crates.iofutures0.3.32runtime/Cargo.toml
crates.ioasync-stream0.3.6runtime/Cargo.toml
crates.ioflexi_logger0.31.9runtime/Cargo.toml
crates.iolog0.4.33runtime/Cargo.toml
crates.ioonce_cell1.21.4runtime/Cargo.toml
crates.ioaxum0.8.9runtime/Cargo.toml
crates.ioaxum-server0.8.0runtime/Cargo.toml
crates.iorustls0.23.28runtime/Cargo.toml
crates.iorand0.10.2runtime/Cargo.toml
crates.iorand_chacha0.10.0runtime/Cargo.toml
crates.iobase640.22.1runtime/Cargo.toml
crates.ioaes0.9.1runtime/Cargo.toml
crates.iocbc0.2.1runtime/Cargo.toml
crates.iopbkdf20.13.0runtime/Cargo.toml
crates.iohmac0.13.0runtime/Cargo.toml
crates.iosha20.11.0runtime/Cargo.toml
crates.iorcgen0.14.8runtime/Cargo.toml
crates.iofile-format0.29.0runtime/Cargo.toml
crates.iosymphonia0.6runtime/Cargo.toml
crates.ioropus=0.12.18runtime/Cargo.toml
crates.iorubato4runtime/Cargo.toml
crates.iowebm-iterable0.6.4runtime/Cargo.toml
crates.iocalamine0.36.0runtime/Cargo.toml
crates.iopdfium-render0.9.1runtime/Cargo.toml
crates.iosys-locale0.3.2runtime/Cargo.toml
crates.iowhoami2.1.2runtime/Cargo.toml
crates.iocfg-if1.0.4runtime/Cargo.toml
crates.iopptx-to-md0.4.0runtime/Cargo.toml
crates.iotempfile3.27.0runtime/Cargo.toml
crates.iostrum_macros0.28.0runtime/Cargo.toml
crates.iosysinfo0.39.6runtime/Cargo.toml
crates.iobytes1.12.1runtime/Cargo.toml
crates.ioqdrant-edge0.7.2runtime/Cargo.toml
Alle Abhängigkeiten 938

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 56 direkte und 882 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
crates.ioaes0.8.4direkt
crates.ioaes0.9.1direkt
crates.ioarboard3.6.1direkt
crates.ioasync-stream0.3.6direkt
crates.ioaxum0.8.9direkt
crates.ioaxum-server0.8.0direkt
crates.iobase640.21.7direkt
crates.iobase640.22.1direkt
crates.iobytes1.12.1direkt
crates.iocalamine0.36.0direkt
crates.iocbc0.1.2direkt
crates.iocbc0.2.1direkt
crates.iocfg-if1.0.4direkt
crates.iofile-format0.29.0direkt
crates.ioflexi_logger0.31.9direkt
crates.iofutures0.3.32direkt
crates.iohmac0.12.1direkt
crates.iohmac0.13.0direkt
crates.iokeyring-core1.0.0direkt
crates.iolog0.4.33direkt
crates.ioonce_cell1.21.4direkt
crates.iopbkdf20.12.2direkt
crates.iopbkdf20.13.0direkt
crates.iopdfium-render0.9.1direkt
crates.iopptx-to-md0.4.0direkt
crates.ioqdrant-edge0.7.2direkt
crates.iorand0.10.2direkt
crates.iorand0.8.6direkt
crates.iorand0.9.4direkt
crates.iorand_chacha0.10.0direkt
crates.iorand_chacha0.3.1direkt
crates.iorand_chacha0.9.0direkt
crates.iorcgen0.14.8direkt
crates.ioropus0.12.18direkt
crates.iorubato4.0.0direkt
crates.iorustls0.23.28direkt
crates.ioserde1.0.228direkt
crates.ioserde_json1.0.150direkt
crates.iosha20.10.8direkt
crates.iosha20.11.0direkt
crates.iostrum_macros0.28.0direkt
crates.iosymphonia0.6.0direkt
crates.iosys-locale0.3.2direkt
crates.iosysinfo0.38.4direkt
crates.iosysinfo0.39.6direkt
crates.iotauri2.11.5direkt
crates.iotauri-plugin-dialog2.7.1direkt
crates.iotauri-plugin-opener2.5.4direkt
crates.iotauri-plugin-shell2.3.5direkt
crates.iotauri-plugin-single-instance2.4.2direkt
crates.iotauri-plugin-window-state2.4.1direkt
crates.iotempfile3.27.0direkt
crates.iotokio1.52.3direkt
crates.iotokio-stream0.1.18direkt
crates.iowebm-iterable0.6.4direkt
crates.iowhoami2.1.2direkt
crates.ioaddr2line0.25.1indirekt
crates.ioadler1.0.2indirekt
crates.ioadler22.0.0indirekt
crates.ioadler321.2.0indirekt
crates.ioahash0.8.12indirekt
crates.ioaho-corasick1.1.3indirekt
crates.ioaligned-vec0.6.4indirekt
crates.ioalloc-no-stdlib2.0.4indirekt
crates.ioalloc-stdlib0.2.2indirekt
crates.ioallocator-api20.2.21indirekt
crates.ioandroid_system_properties0.1.5indirekt
crates.ioanstream1.0.0indirekt
crates.ioanstyle1.0.14indirekt
crates.ioanstyle-parse1.0.0indirekt
crates.ioanstyle-query1.1.5indirekt
crates.ioanstyle-wincon3.0.11indirekt
crates.ioanyhow1.0.102indirekt
crates.ioapple-native-keyring-store1.0.0indirekt
crates.ioapprox0.5.1indirekt
crates.ioarbitrary1.4.1indirekt
crates.ioarc-swap1.9.1indirekt
crates.ioarrayvec0.4.12indirekt
crates.ioarrayvec0.7.6indirekt
crates.ioashpd0.13.12indirekt
crates.ioasn1-rs0.7.1indirekt
crates.ioasn1-rs-derive0.6.0indirekt
crates.ioasn1-rs-impl0.2.0indirekt
crates.ioasync-broadcast0.7.2indirekt
crates.ioasync-channel2.5.0indirekt
crates.ioasync-executor1.14.0indirekt
crates.ioasync-io2.6.0indirekt
crates.ioasync-lock3.4.2indirekt
crates.ioasync-process2.5.0indirekt
crates.ioasync-recursion1.1.1indirekt
crates.ioasync-signal0.2.14indirekt
crates.ioasync-stream-impl0.3.6indirekt
crates.ioasync-task4.7.1indirekt
crates.ioasync-trait0.1.81indirekt
crates.ioatk0.18.2indirekt
crates.ioatk-sys0.18.2indirekt
crates.ioatoi_simd0.18.1indirekt
crates.ioatomic-waker1.1.2indirekt
crates.ioatomic_refcell0.1.14indirekt
crates.ioatomicwrites0.4.4indirekt
crates.ioaudio-core0.2.1indirekt
crates.ioaudioadapter4.0.0indirekt
crates.ioaudioadapter-buffers4.0.0indirekt
crates.ioaudioadapter-sample4.0.0indirekt
crates.ioautocfg1.3.0indirekt
crates.ioaws-lc-rs1.16.2indirekt
crates.ioaws-lc-sys0.39.0indirekt
crates.ioaxum-core0.5.6indirekt
crates.iobacktrace0.3.76indirekt
crates.iobincode1.3.3indirekt
crates.iobincode2.0.1indirekt
crates.iobincode_derive2.0.1indirekt
crates.iobinout0.3.1indirekt
crates.iobit-set0.8.0indirekt
crates.iobit-vec0.6.3indirekt
crates.iobit-vec0.8.0indirekt
crates.iobit-vec0.9.1indirekt
crates.iobit_field0.10.2indirekt
crates.iobitflags1.3.2indirekt
crates.iobitflags2.11.1indirekt
crates.iobitm0.4.3indirekt
crates.iobitpacking0.9.3indirekt
crates.iobitvec1.0.1indirekt
crates.ioblake2-rfc0.2.18indirekt
crates.ioblock-buffer0.10.4indirekt
crates.ioblock-buffer0.12.0indirekt
crates.ioblock-padding0.3.3indirekt
crates.ioblock-padding0.4.2indirekt
crates.ioblock20.5.1indirekt
crates.ioblock20.6.2indirekt
crates.ioblocking1.6.2indirekt
crates.iobm250.1.0indirekt
crates.iobrotli8.0.2indirekt
crates.iobrotli-decompressor5.0.0indirekt
crates.iobs580.5.1indirekt
crates.iobumpalo3.20.3indirekt
crates.iobytemuck1.25.0indirekt
crates.iobytemuck_derive1.10.2indirekt
crates.iobyteorder1.5.0indirekt
crates.iobyteorder-lite0.1.0indirekt
crates.iobzip20.5.2indirekt
crates.iobzip2-sys0.1.13+1.0.8indirekt
crates.iocairo-rs0.18.5indirekt
crates.iocairo-sys-rs0.18.2indirekt
crates.iocamino1.2.2indirekt
crates.iocargo-platform0.1.9indirekt
crates.iocargo_metadata0.19.2indirekt
crates.iocargo_toml0.22.3indirekt
crates.iocc1.2.51indirekt
crates.iocedarwood0.4.6indirekt
crates.iocesu81.1.0indirekt
crates.iocfb0.7.3indirekt
crates.iocfg-expr0.15.8indirekt
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              "has_code_of_conduct": false,
              "has_pull_request_template": false
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                "max_points": 22.5
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              {
                "key": "license",
                "name": "License",
                "detail": "license file present, not a recognized license",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "license_custom",
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                ],
                "max_points": 22.5
              },
              {
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                "status": "missed",
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              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "issue_template",
                "name": "Issue template",
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                "points": 0,
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                "details": [],
                "max_points": 7.2
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              {
                "key": "pr_template",
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
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        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
              "bus_factor": 1,
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              "top_contributor_share": 0.911
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            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
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                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
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                ],
                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 91% of commits",
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                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 91
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                ],
                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "8 contributors",
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                "status": "partial",
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                  {
                    "code": "contributors_sampled",
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                      "count": 8
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "merged_prs": 792,
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              "closed_issues": 39,
              "issue_closed_ratio": 0.848,
              "closed_unmerged_prs": 10
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "85% of issues closed",
                "points": 39.6,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
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                      "share": 85
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "792/802 decided PRs merged",
                "points": 37.8,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 792,
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 7/30 approved changesets -- score normalized to 2",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "followers": 25,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "MindWorkAI",
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              "account_age_days": 783
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            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
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                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "25 followers of MindWorkAI",
                "points": 10.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 25,
                      "login": "MindWorkAI"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "7 public repos, account ~2 yr old",
                "points": 10.9,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 7
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 2
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 81,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "ai-assistant",
                "business",
                "llm"
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              "has_wiki": true,
              "homepage": "https://MindWorkAI.org/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://MindWorkAI.org/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "3 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 49,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 49,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.9
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            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 7/30 approved changesets -- score normalized to 2",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 1 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": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "5 out of the last 5 releases have a total of 5 signed artifacts.",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "28 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 8
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 64,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
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              "agent_instruction_max_bytes": 13699
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 52,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
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                "packages.lock.json"
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              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "C# (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "C#",
              "largest_source_bytes": 1173007,
              "source_files_sampled": 935,
              "oversized_source_files": 7
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C# (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C#"
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                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "7/935 source files over 60KB",
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