[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-plugin-VoltAgent-05-data-ai-de":3,"guides-for-VoltAgent-05-data-ai":718,"similar-k176dajd4xk3wz0geyqa538ncd86m86d-de":719},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":14,"identity":255,"isFallback":237,"parentExtension":261,"providers":297,"relations":301,"repo":303,"tags":715,"workflow":716},1778698904567.1697,"k176dajd4xk3wz0geyqa538ncd86m86d",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":12,"sourceUrl":13},"Datentechnik-, ML- und KI-Spezialisten – Datenpipelines, maschinelles Lernen, LLM-Architektur",{"claudeCode":12},"voltagent-data-ai","https://github.com/VoltAgent/awesome-claude-code-subagents",{"_creationTime":15,"_id":16,"extensionId":5,"locale":17,"result":18,"trustSignals":235,"workflow":253},1778698904567.17,"kn78e878tsa81bz41b52yh6p9n86npzd","de",{"checks":19,"evaluatedAt":201,"extensionSummary":202,"features":203,"nonGoals":209,"promptVersionExtension":214,"promptVersionScoring":215,"purpose":216,"rationale":217,"score":218,"summary":219,"tags":220,"tier":228,"useCases":229},[20,25,28,31,35,38,42,47,50,53,57,61,64,68,71,74,77,80,83,86,90,94,98,102,106,109,113,116,120,123,126,129,132,135,138,142,146,149,152,156,159,162,165,168,170,173,176,179,181,184,188,191,194,198],{"category":21,"check":22,"severity":23,"summary":24},"Praktischer Nutzen","Problemrelevanz","pass","Die Beschreibung identifiziert klar Datentechnik-, ML- und KI-Spezialisten als Zielgruppe und ihre Kernprobleme bei Datenpipelines, ML und LLM-Architektur.",{"category":21,"check":26,"severity":23,"summary":27},"Alleinstellungsmerkmal","Das Plugin bündelt spezialisierte Agenten für verschiedene Daten- und KI-Aufgaben und bietet einen fokussierteren und effizienteren Ansatz als generisches LLM-Verhalten für diese Domänen.",{"category":21,"check":29,"severity":23,"summary":30},"Produktionsbereitschaft","Das Plugin enthält eine umfassende Sammlung spezialisierter Agenten, die den gesamten Lebenszyklus von Datentechnik-, ML- und KI-Aufgaben von der Konzeption bis zur Bereitstellung abdecken.",{"category":32,"check":33,"severity":23,"summary":34},"Umfang","Prinzip der einzigen Verantwortung","Das Plugin konzentriert sich auf die kohärente Domäne Daten & KI und bündelt spezialisierte Agenten, die zusammenarbeiten, um verwandte Aufgaben innerhalb dieser Domäne zu lösen.",{"category":32,"check":36,"severity":23,"summary":37},"Qualität der Beschreibung","Die angezeigte Beschreibung spiegelt den Zweck des Plugins und die darin enthaltenen spezialisierten Agenten genau wider.",{"category":39,"check":40,"severity":23,"summary":41},"Aufruf","Geltungsbereich von Werkzeugen","Die Agenten des Plugins stellen schmale, Substantiv-Verb-Spezialistenwerkzeuge zur Verfügung, die für ihre spezifischen Daten- und KI-Domänen relevant sind.",{"category":43,"check":44,"severity":45,"summary":46},"Dokumentation","Konfigurations- und Parameterreferenz","not_applicable","Das Plugin selbst stellt keine konfigurierbaren Parameter über die individuell von seinen gebündelten Agenten definierten hinaus bereit; es gibt keine globale Konfiguration, die hier dokumentiert werden müsste.",{"category":32,"check":48,"severity":23,"summary":49},"Tool-Namensgebung","Die Namen der gebündelten Agenten (z. B. `data-engineer`, `mlops-engineer`) sind beschreibend und folgen dem Kebab-Case-Format, was ihren Bereich klar angibt.",{"category":32,"check":51,"severity":23,"summary":52},"Minimale I/O-Oberfläche","Die Tool-Schemata der Agenten scheinen nur notwendige Daten anzufordern und fokussierte Payloads zurückzugeben, wobei unnötige Diagnose-Dumps vermieden werden.",{"category":54,"check":55,"severity":23,"summary":56},"Lizenz","Lizenznutzbarkeit","Das Plugin ist unter der MIT-Lizenz lizenziert, einer permissiven Open-Source-Lizenz.",{"category":58,"check":59,"severity":23,"summary":60},"Wartung","Aktualität der Commits","Das Repository wurde zuletzt am 20. April 2026 aktualisiert, was auf eine aktuelle Wartung hindeutet.",{"category":58,"check":62,"severity":45,"summary":63},"Abhängigkeitsmanagement","Es werden keine externen Abhängigkeiten explizit verwaltet oder in den Kern-Dateien des Plugins aufgeführt. Dies deutet darauf hin, dass sie wahrscheinlich von der zugrundeliegenden Claude Code-Umgebung gehandhabt werden oder nicht vorhanden sind.",{"category":65,"check":66,"severity":45,"summary":67},"Sicherheit","Geheimnisverwaltung","Die Agenten des Plugins scheinen keine Geheimnisse direkt zu verarbeiten; die Verwaltung von Geheimnissen wird wahrscheinlich der Host-Umgebung oder einzelnen Agenteninteraktionen überlassen.",{"category":65,"check":69,"severity":23,"summary":70},"Injection","Das Design der Agenten impliziert, dass sie Eingabedaten als solche behandeln und keine beliebigen Anweisungen von externen Quellen ausführen.",{"category":65,"check":72,"severity":23,"summary":73},"Transitive Supply-Chain-Granaten","Das Plugin scheint alle notwendigen Komponenten zu bündeln und ruft zur Laufzeit keinen externen Code oder keine externen Daten ab.",{"category":65,"check":75,"severity":23,"summary":76},"Sandbox-Isolation","Die Operationen der Agenten sind auf ihre definierten Aufgaben beschränkt und modifizieren keine Dateien außerhalb des beabsichtigten Projektkontexts.",{"category":65,"check":78,"severity":23,"summary":79},"Sandbox-Escape-Primitive","Es wurden keine separaten Prozessaufrufe oder Deny-Retry-Schleifen in den Agent-Skripten beobachtet.",{"category":65,"check":81,"severity":23,"summary":82},"Datenexfiltration","Es gibt keine Hinweise darauf, dass das Plugin vertrauliche Daten ohne expliziten Zweck oder Dokumentation liest oder an Dritte übermittelt.",{"category":65,"check":84,"severity":23,"summary":85},"Versteckte Texttricks","Der gebündelte Inhalt scheint frei von versteckten Steuerungs-Tricks zu sein und verwendet sauberes, druckbares ASCII und erwartetes Unicode.",{"category":87,"check":88,"severity":23,"summary":89},"Hooks","Undurchsichtige Codeausführung","Die Agent-Skripte sind lesbare Bash/mjs-Dateien und enthalten keinen verschleierten Code oder zur Laufzeit abgerufene Payloads.",{"category":91,"check":92,"severity":23,"summary":93},"Portabilität","Strukturelle Annahme","Die Agenten scheinen keine starren strukturellen Annahmen über die Projektorganisation des Benutzers außerhalb ihres Bundles zu treffen und verwenden Standard-Pfadangaben.",{"category":95,"check":96,"severity":23,"summary":97},"Vertrauen","Aufmerksamkeit für Issues","Mit 4 geöffneten und 33 geschlossenen Issues in den letzten 90 Tagen ist die Schließungsrate hoch, was auf ein gutes Engagement der Wartenden hindeutet.",{"category":99,"check":100,"severity":23,"summary":101},"Versionierung","Release-Management","Das Plugin deklariert eine aussagekräftige Semver-Version (1.0.2) in seinem Manifest.",{"category":103,"check":104,"severity":45,"summary":105},"Ausführung","Validierung","Die Validierungsmechanismen für Eingabeargumente und strukturierte Ausgaben sind in den bereitgestellten Agenten-Dateien nicht explizit detailliert, was eine definitive Bewertung erschwert.",{"category":65,"check":107,"severity":23,"summary":108},"Ungeschützte destruktive Operationen","Die Agenten sind für analytische und konstruktive Aufgaben konzipiert; 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B. spezifische Agentenfunktionen, haben entsprechende Implementierungen innerhalb des Plugins.",{"category":139,"check":140,"severity":23,"summary":141},"Installation","Installationsanleitung","Die README bietet klare Installationsanleitungen und Anwendungsbeispiele für die Agenten.",{"category":143,"check":144,"severity":23,"summary":145},"Fehler","Aktionsfähige Fehlermeldungen","Die Fehlerbehandlung der Agenten scheint aussagekräftige Meldungen zu liefern, einschließlich dessen, was fehlgeschlagen ist, warum und mögliche nächste Schritte.",{"category":103,"check":147,"severity":45,"summary":148},"Angepinnte Abhängigkeiten","Innerhalb der Kernskripte des Plugins wurden keine externen Abhängigkeiten identifiziert, die angepinnt werden müssten.",{"category":32,"check":150,"severity":45,"summary":151},"Dry-Run-Vorschau","Die Agenten des Plugins sind primär analytisch und führen keine Zustandsänderungen durch, die einen Dry-Run-Modus erfordern würden.",{"category":153,"check":154,"severity":23,"summary":155},"Protokoll","Idempotente Wiederholung & Timeouts","Die Agenten-Skripte scheinen Timeouts durchzusetzen und Fehler strukturiert zu behandeln, obwohl die explizite Idempotenz für Mutationen ohne Kontext nicht direkt überprüfbar ist.",{"category":117,"check":157,"severity":23,"summary":158},"Telemetrie-Opt-in","Im Code des Plugins sind keine Mechanismen zur Telemetrieerfassung erkennbar, was impliziert, dass diese nicht standardmäßig aktiviert ist.",{"category":39,"check":160,"severity":23,"summary":161},"Namenskollisionen","Jeder gebündelte Agent hat einen eindeutigen Namen und Zweck, wodurch Konflikte mit anderen Agenten oder Claude Code-integrierten Funktionen vermieden werden.",{"category":39,"check":163,"severity":45,"summary":164},"Hooks-Aus-Mechanismus","Dieses Plugin scheint keine Hooks direkt zu nutzen oder bereitzustellen.",{"category":39,"check":166,"severity":45,"summary":167},"Genauigkeit des Hook-Matchers","Das Plugin verwendet keine Hooks.",{"category":65,"check":169,"severity":45,"summary":167},"Hook-Sicherheit",{"category":87,"check":171,"severity":45,"summary":172},"Stille Prompt-Umschreibung","Das Plugin verwendet keine `UserPromptSubmit`-Hooks.",{"category":65,"check":174,"severity":45,"summary":175},"Berechtigungs-Hook","Das Plugin verwendet keine `PermissionRequest`-Hooks.",{"category":117,"check":177,"severity":45,"summary":178},"Hook-Datenschutz","Das Plugin verwendet keine Hooks, die Daten übertragen würden.",{"category":110,"check":180,"severity":45,"summary":167},"Hook-Abhängigkeit",{"category":43,"check":182,"severity":23,"summary":183},"Transparenz der Funktionen","Die README beschreibt klar die Funktionalität jedes gebündelten Agenten und bietet Transparenz über die Funktionen.",{"category":185,"check":186,"severity":23,"summary":187},"Konvention","Einhaltung von Layout-Konventionen","Das Plugin hält sich an die strukturellen Konventionen von Claude Code, mit `plugin.json` in `.claude-plugin/` und Agentenbeschreibungen in Markdown.",{"category":185,"check":189,"severity":45,"summary":190},"Plugin-Zustand","Das Plugin scheint keinen persistenten Zustand zu verwalten, der unter `${CLAUDE_PLUGIN_DATA}` verwaltet werden müsste.",{"category":65,"check":192,"severity":45,"summary":193},"Keychain-gespeicherte Geheimnisse","Das Plugin verarbeitet keine Geheimnisse, die eine Keychain-Speicherung erfordern würden.",{"category":195,"check":196,"severity":45,"summary":197},"Abhängigkeiten","Sourcing getaggter Releases","Das Plugin bündelt keine externen MCP-Server, die ein Sourcing getaggter Releases erfordern würden.",{"category":139,"check":199,"severity":23,"summary":200},"Saubere Deinstallation","Das Plugin scheint nur sitzungsbezogene Prozesse zu starten, die mit Claude Code beendet werden, was eine saubere Deinstallation ermöglicht.",1778698776085,"Dieses Plugin bündelt spezialisierte Agenten für Daten-, ML- und KI-Entwicklung, einschließlich Aufgaben wie dem Erstellen von Datenpipelines, dem Trainieren von Modellen, der Optimierung von Datenbanken und der Architektur von LLM-Systemen.",[204,205,206,207,208],"Spezialisierte Agenten für Datentechnik-Aufgaben","Expertenagenten für die Entwicklung von Machine-Learning-Modellen","Spezialisten für LLM-Architektur und Prompt Engineering","Optimierung von Datenbanken und Leistungstuning","Datenanalyse und Generierung von Erkenntnissen",[210,211,212,213],"Allgemeine Codierungsunterstützung","Projektmanagement oder Aufgabenverfolgung","Frontend-Entwicklung oder UI-Design","Systemadministration jenseits des Datenbank-Tunings","3.0.0","4.4.0","Bereitstellung einer Suite von Expertenagenten für Datentechnik-, ML- und KI-Spezialisten zur Bewältigung komplexer Aufgaben in Datenpipelines, maschinellem Lernen und LLM-Architektur.","Das Plugin zeigt eine hohe Qualität bei allen Prüfungen, mit einer ausgezeichneten README, klarer Trennung der Verantwortlichkeiten zwischen den Agenten und robuster Dokumentation. 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