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breakpilot-pwa/docs-site/architecture/system-architecture/index.html
BreakPilot Dev 557305db5d
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feat: Add Academy, Whistleblower, Incidents SDK modules, pitch-deck, blog and CI/CD config 
- Academy, Whistleblower, Incidents frontend pages with API proxies and types
- Vendor compliance API proxy route
- Go backend handlers and models for all new SDK modules
- Investor pitch-deck app with interactive slides
- Blog section with DSGVO, AI Act, NIS2, glossary articles
- MkDocs documentation site
- CI/CD pipelines (Woodpecker, GitHub Actions), security scanning config
- Planning and implementation documentation

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-13 21:12:16 +01:00

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OCR Labeling
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OCR Compare
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Auditor Dokumentation
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SBOM
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Entwicklung
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Testing
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Dokumentation
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CI/CD Pipeline
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</li>
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</li>
</ul>
</nav>
</div>
</div>
</div>
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1. Admin Frontend (Next.js Website)
</span>
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2. Lehrer Frontend (Studio UI)
</span>
</a>
</li>
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3. Python Backend (FastAPI)
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4. Klausur-Korrektur System (Abitur)
</span>
</a>
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15-Punkte-Notensystem
</span>
</a>
</li>
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Bewertungskriterien
</span>
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5. Go Consent Service
</span>
</a>
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<a href="#6-llm-gateway-optional" class="md-nav__link">
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6. LLM Gateway (Optional)
</span>
</a>
</li>
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</span>
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Worksheet-Generierung
</span>
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Klausurkorrektur
</span>
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Authentifizierung &amp; Autorisierung
</span>
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Basis-Rollen
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Erweiterte Rollen (rbac.py)
</span>
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<div class="md-content" data-md-component="content">
<article class="md-content__inner md-typeset">
<h1 id="breakpilot-pwa-system-architektur">BreakPilot PWA - System-Architektur<a class="headerlink" href="#breakpilot-pwa-system-architektur" title="Permanent link">&para;</a></h1>
<h2 id="ubersicht">Übersicht<a class="headerlink" href="#ubersicht" title="Permanent link">&para;</a></h2>
<p>BreakPilot ist eine modulare Bildungsplattform für Lehrkräfte mit folgenden Hauptkomponenten:</p>
<div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a>┌─────────────────────────────────────────────────────────────────────┐
<a id="__codelineno-0-2" name="__codelineno-0-2" href="#__codelineno-0-2"></a>│ Browser │
<a id="__codelineno-0-3" name="__codelineno-0-3" href="#__codelineno-0-3"></a>│ ┌───────────────────────────────────────────────────────────────┐ │
<a id="__codelineno-0-4" name="__codelineno-0-4" href="#__codelineno-0-4"></a>│ │ Frontend (Studio UI) │ │
<a id="__codelineno-0-5" name="__codelineno-0-5" href="#__codelineno-0-5"></a>│ │ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────────────┐ │ │
<a id="__codelineno-0-6" name="__codelineno-0-6" href="#__codelineno-0-6"></a>│ │ │Dashboard │ │Worksheets│ │Correction│ │Letters/Companion │ │ │
<a id="__codelineno-0-7" name="__codelineno-0-7" href="#__codelineno-0-7"></a>│ │ └──────────┘ └──────────┘ └──────────┘ └──────────────────┘ │ │
<a id="__codelineno-0-8" name="__codelineno-0-8" href="#__codelineno-0-8"></a>│ └───────────────────────────────────────────────────────────────┘ │
<a id="__codelineno-0-9" name="__codelineno-0-9" href="#__codelineno-0-9"></a>└───────────────────────────┬─────────────────────────────────────────┘
<a id="__codelineno-0-10" name="__codelineno-0-10" href="#__codelineno-0-10"></a> │ HTTP/REST
<a id="__codelineno-0-11" name="__codelineno-0-11" href="#__codelineno-0-11"></a> ▼
<a id="__codelineno-0-12" name="__codelineno-0-12" href="#__codelineno-0-12"></a>┌─────────────────────────────────────────────────────────────────────┐
<a id="__codelineno-0-13" name="__codelineno-0-13" href="#__codelineno-0-13"></a>│ Python Backend (FastAPI) │
<a id="__codelineno-0-14" name="__codelineno-0-14" href="#__codelineno-0-14"></a>│ Port 8000 │
<a id="__codelineno-0-15" name="__codelineno-0-15" href="#__codelineno-0-15"></a>│ ┌────────────────────────────────────────────────────────────────┐ │
<a id="__codelineno-0-16" name="__codelineno-0-16" href="#__codelineno-0-16"></a>│ │ API Layer │ │
<a id="__codelineno-0-17" name="__codelineno-0-17" href="#__codelineno-0-17"></a>│ │ /api/worksheets /api/corrections /api/letters /api/state │ │
<a id="__codelineno-0-18" name="__codelineno-0-18" href="#__codelineno-0-18"></a>│ │ /api/school /api/certificates /api/messenger /api/jitsi │ │
<a id="__codelineno-0-19" name="__codelineno-0-19" href="#__codelineno-0-19"></a>│ └────────────────────────────────────────────────────────────────┘ │
<a id="__codelineno-0-20" name="__codelineno-0-20" href="#__codelineno-0-20"></a>│ ┌────────────────────────────────────────────────────────────────┐ │
<a id="__codelineno-0-21" name="__codelineno-0-21" href="#__codelineno-0-21"></a>│ │ Service Layer │ │
<a id="__codelineno-0-22" name="__codelineno-0-22" href="#__codelineno-0-22"></a>│ │ FileProcessor │ PDFService │ ContentGenerators │ StateEngine │ │
<a id="__codelineno-0-23" name="__codelineno-0-23" href="#__codelineno-0-23"></a>│ └────────────────────────────────────────────────────────────────┘ │
<a id="__codelineno-0-24" name="__codelineno-0-24" href="#__codelineno-0-24"></a>└───────────────────────────┬─────────────────────────────────────────┘
<a id="__codelineno-0-25" name="__codelineno-0-25" href="#__codelineno-0-25"></a> │
<a id="__codelineno-0-26" name="__codelineno-0-26" href="#__codelineno-0-26"></a> ┌─────────────┼─────────────┐
<a id="__codelineno-0-27" name="__codelineno-0-27" href="#__codelineno-0-27"></a> ▼ ▼ ▼
<a id="__codelineno-0-28" name="__codelineno-0-28" href="#__codelineno-0-28"></a>┌─────────────────┐ ┌───────────────┐ ┌──────────────┐ ┌──────────────┐
<a id="__codelineno-0-29" name="__codelineno-0-29" href="#__codelineno-0-29"></a>│ Go Consent │ │ PostgreSQL │ │ LLM Gateway │ │ HashiCorp │
<a id="__codelineno-0-30" name="__codelineno-0-30" href="#__codelineno-0-30"></a>│ Service │ │ Database │ │ (optional) │ │ Vault │
<a id="__codelineno-0-31" name="__codelineno-0-31" href="#__codelineno-0-31"></a>│ Port 8081 │ │ Port 5432 │ │ │ │ Port 8200 │
<a id="__codelineno-0-32" name="__codelineno-0-32" href="#__codelineno-0-32"></a>└─────────────────┘ └───────────────┘ └──────────────┘ └──────────────┘
</code></pre></div>
<h2 id="komponenten">Komponenten<a class="headerlink" href="#komponenten" title="Permanent link">&para;</a></h2>
<h3 id="1-admin-frontend-nextjs-website">1. Admin Frontend (Next.js Website)<a class="headerlink" href="#1-admin-frontend-nextjs-website" title="Permanent link">&para;</a></h3>
<p>Das <strong>Admin Frontend</strong> ist eine vollständige Next.js 15 Anwendung für Developer und Administratoren:</p>
<p><strong>Technologie:</strong> Next.js 15, React 18, TypeScript, Tailwind CSS</p>
<p><strong>Container:</strong> <code>breakpilot-pwa-website</code> auf <strong>Port 3000</strong></p>
<p><strong>Verzeichnis:</strong> <code>/website</code></p>
<table>
<thead>
<tr>
<th>Modul</th>
<th>Route</th>
<th>Beschreibung</th>
</tr>
</thead>
<tbody>
<tr>
<td>Dashboard</td>
<td><code>/admin</code></td>
<td>Übersicht &amp; Statistiken</td>
</tr>
<tr>
<td>GPU Infrastruktur</td>
<td><code>/admin/gpu</code></td>
<td>vast.ai GPU Management</td>
</tr>
<tr>
<td>Consent Verwaltung</td>
<td><code>/admin/consent</code></td>
<td>Rechtliche Dokumente &amp; Versionen</td>
</tr>
<tr>
<td>Datenschutzanfragen</td>
<td><code>/admin/dsr</code></td>
<td>DSGVO Art. 15-21 Anfragen</td>
</tr>
<tr>
<td>DSMS</td>
<td><code>/admin/dsms</code></td>
<td>Datenschutz-Management-System</td>
</tr>
<tr>
<td>Education Search</td>
<td><code>/admin/edu-search</code></td>
<td>Bildungsquellen &amp; Crawler</td>
</tr>
<tr>
<td>Personensuche</td>
<td><code>/admin/staff-search</code></td>
<td>Uni-Mitarbeiter &amp; Publikationen</td>
</tr>
<tr>
<td>Uni-Crawler</td>
<td><code>/admin/uni-crawler</code></td>
<td>Universitäts-Crawling Orchestrator</td>
</tr>
<tr>
<td>LLM Vergleich</td>
<td><code>/admin/llm-compare</code></td>
<td>KI-Provider Vergleich</td>
</tr>
<tr>
<td>PCA Platform</td>
<td><code>/admin/pca-platform</code></td>
<td>Bot-Erkennung &amp; Monetarisierung</td>
</tr>
<tr>
<td>Production Backlog</td>
<td><code>/admin/backlog</code></td>
<td>Go-Live Checkliste</td>
</tr>
<tr>
<td>Developer Docs</td>
<td><code>/admin/docs</code></td>
<td>API &amp; Architektur Dokumentation</td>
</tr>
<tr>
<td>Kommunikation</td>
<td><code>/admin/communication</code></td>
<td>Matrix &amp; Jitsi Monitoring</td>
</tr>
<tr>
<td><strong>Security</strong></td>
<td><code>/admin/security</code></td>
<td>DevSecOps Dashboard, Scans, Findings</td>
</tr>
<tr>
<td><strong>SBOM</strong></td>
<td><code>/admin/sbom</code></td>
<td>Software Bill of Materials</td>
</tr>
</tbody>
</table>
<h3 id="2-lehrer-frontend-studio-ui">2. Lehrer Frontend (Studio UI)<a class="headerlink" href="#2-lehrer-frontend-studio-ui" title="Permanent link">&para;</a></h3>
<p>Das <strong>Lehrer Frontend</strong> ist ein Single-Page-Application-ähnliches System für Lehrkräfte, das in Python-Modulen organisiert ist:</p>
<table>
<thead>
<tr>
<th>Modul</th>
<th>Datei</th>
<th>Beschreibung</th>
</tr>
</thead>
<tbody>
<tr>
<td>Base</td>
<td><code>frontend/modules/base.py</code></td>
<td>TopBar, Sidebar, Theme, Login</td>
</tr>
<tr>
<td>Dashboard</td>
<td><code>frontend/modules/dashboard.py</code></td>
<td>Übersichtsseite</td>
</tr>
<tr>
<td>Worksheets</td>
<td><code>frontend/modules/worksheets.py</code></td>
<td>Lerneinheiten-Generator</td>
</tr>
<tr>
<td>Correction</td>
<td><code>frontend/modules/correction.py</code></td>
<td>OCR-Klausurkorrektur</td>
</tr>
<tr>
<td>Letters</td>
<td><code>frontend/modules/letters.py</code></td>
<td>Elternkommunikation</td>
</tr>
<tr>
<td>Companion</td>
<td><code>frontend/modules/companion.py</code></td>
<td>Begleiter-Modus mit State Engine</td>
</tr>
<tr>
<td>School</td>
<td><code>frontend/modules/school.py</code></td>
<td>Schulverwaltung</td>
</tr>
<tr>
<td>Gradebook</td>
<td><code>frontend/modules/gradebook.py</code></td>
<td>Notenbuch</td>
</tr>
<tr>
<td>ContentCreator</td>
<td><code>frontend/modules/content_creator.py</code></td>
<td>H5P Content Creator</td>
</tr>
<tr>
<td>ContentFeed</td>
<td><code>frontend/modules/content_feed.py</code></td>
<td>Content Discovery</td>
</tr>
<tr>
<td>Messenger</td>
<td><code>frontend/modules/messenger.py</code></td>
<td>Matrix Messenger</td>
</tr>
<tr>
<td>Jitsi</td>
<td><code>frontend/modules/jitsi.py</code></td>
<td>Videokonferenzen</td>
</tr>
<tr>
<td><strong>KlausurKorrektur</strong></td>
<td><code>frontend/modules/klausur_korrektur.py</code></td>
<td><strong>Abitur-Klausurkorrektur (15-Punkte-System)</strong></td>
</tr>
<tr>
<td><strong>AbiturDocsAdmin</strong></td>
<td><code>frontend/modules/abitur_docs_admin.py</code></td>
<td><strong>Admin für Abitur-Dokumente (NiBiS)</strong></td>
</tr>
</tbody>
</table>
<p>Jedes Modul exportiert:
- <code>get_css()</code> - CSS-Styles
- <code>get_html()</code> - HTML-Template
- <code>get_js()</code> - JavaScript-Logik</p>
<h3 id="3-python-backend-fastapi">3. Python Backend (FastAPI)<a class="headerlink" href="#3-python-backend-fastapi" title="Permanent link">&para;</a></h3>
<h4 id="api-router">API-Router<a class="headerlink" href="#api-router" title="Permanent link">&para;</a></h4>
<table>
<thead>
<tr>
<th>Router</th>
<th>Präfix</th>
<th>Beschreibung</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>worksheets_api</code></td>
<td><code>/api/worksheets</code></td>
<td>Content-Generatoren (MC, Cloze, Mindmap, Quiz)</td>
</tr>
<tr>
<td><code>correction_api</code></td>
<td><code>/api/corrections</code></td>
<td>OCR-Pipeline für Klausurkorrektur</td>
</tr>
<tr>
<td><code>letters_api</code></td>
<td><code>/api/letters</code></td>
<td>Elternbriefe mit GFK-Integration</td>
</tr>
<tr>
<td><code>state_engine_api</code></td>
<td><code>/api/state</code></td>
<td>Begleiter-Modus Phasen &amp; Vorschläge</td>
</tr>
<tr>
<td><code>school_api</code></td>
<td><code>/api/school</code></td>
<td>Schulverwaltung (Proxy zu school-service)</td>
</tr>
<tr>
<td><code>certificates_api</code></td>
<td><code>/api/certificates</code></td>
<td>Zeugniserstellung</td>
</tr>
<tr>
<td><code>messenger_api</code></td>
<td><code>/api/messenger</code></td>
<td>Matrix Messenger Integration</td>
</tr>
<tr>
<td><code>jitsi_api</code></td>
<td><code>/api/jitsi</code></td>
<td>Jitsi Meeting-Einladungen</td>
</tr>
<tr>
<td><code>consent_api</code></td>
<td><code>/api/consent</code></td>
<td>DSGVO Consent-Verwaltung</td>
</tr>
<tr>
<td><code>gdpr_api</code></td>
<td><code>/api/gdpr</code></td>
<td>GDPR-Export</td>
</tr>
<tr>
<td><strong><code>klausur_korrektur_api</code></strong></td>
<td><code>/api/klausur-korrektur</code></td>
<td><strong>Abitur-Klausuren (15-Punkte, Gutachten, Fairness)</strong></td>
</tr>
<tr>
<td><strong><code>abitur_docs_api</code></strong></td>
<td><code>/api/abitur-docs</code></td>
<td><strong>NiBiS-Dokumentenverwaltung für RAG</strong></td>
</tr>
</tbody>
</table>
<h4 id="services">Services<a class="headerlink" href="#services" title="Permanent link">&para;</a></h4>
<table>
<thead>
<tr>
<th>Service</th>
<th>Datei</th>
<th>Beschreibung</th>
</tr>
</thead>
<tbody>
<tr>
<td>FileProcessor</td>
<td><code>services/file_processor.py</code></td>
<td>OCR mit PaddleOCR</td>
</tr>
<tr>
<td>PDFService</td>
<td><code>services/pdf_service.py</code></td>
<td>PDF-Generierung</td>
</tr>
<tr>
<td>ContentGenerators</td>
<td><code>services/content_generators/</code></td>
<td>MC, Cloze, Mindmap, Quiz</td>
</tr>
<tr>
<td>StateEngine</td>
<td><code>state_engine/</code></td>
<td>Phasen-Management &amp; Antizipation</td>
</tr>
</tbody>
</table>
<h3 id="4-klausur-korrektur-system-abitur">4. Klausur-Korrektur System (Abitur)<a class="headerlink" href="#4-klausur-korrektur-system-abitur" title="Permanent link">&para;</a></h3>
<p>Das Klausur-Korrektur-System implementiert die vollständige Abitur-Bewertungspipeline:</p>
<div class="highlight"><pre><span></span><code><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a>┌─────────────────────────────────────────────────────────────────────┐
<a id="__codelineno-1-2" name="__codelineno-1-2" href="#__codelineno-1-2"></a>│ Klausur-Korrektur Modul │
<a id="__codelineno-1-3" name="__codelineno-1-3" href="#__codelineno-1-3"></a>│ │
<a id="__codelineno-1-4" name="__codelineno-1-4" href="#__codelineno-1-4"></a>│ ┌─────────────┐ ┌──────────────────┐ ┌─────────────────┐ │
<a id="__codelineno-1-5" name="__codelineno-1-5" href="#__codelineno-1-5"></a>│ │ Modus-Wahl │───►│ Text-Quellen &amp; │───►│ Erwartungs- │ │
<a id="__codelineno-1-6" name="__codelineno-1-6" href="#__codelineno-1-6"></a>│ │ LandesAbi/ │ │ Rights-Gate │ │ horizont │ │
<a id="__codelineno-1-7" name="__codelineno-1-7" href="#__codelineno-1-7"></a>│ │ Vorabitur │ └──────────────────┘ └─────────────────┘ │
<a id="__codelineno-1-8" name="__codelineno-1-8" href="#__codelineno-1-8"></a>│ └─────────────┘ │ │
<a id="__codelineno-1-9" name="__codelineno-1-9" href="#__codelineno-1-9"></a>│ ▼ │
<a id="__codelineno-1-10" name="__codelineno-1-10" href="#__codelineno-1-10"></a>│ ┌─────────────────────────────────────────────────────────────┐ │
<a id="__codelineno-1-11" name="__codelineno-1-11" href="#__codelineno-1-11"></a>│ │ Schülerarbeiten-Pipeline │ │
<a id="__codelineno-1-12" name="__codelineno-1-12" href="#__codelineno-1-12"></a>│ │ Upload → OCR → KI-Bewertung → Gutachten → 15-Punkte-Note │ │
<a id="__codelineno-1-13" name="__codelineno-1-13" href="#__codelineno-1-13"></a>│ └─────────────────────────────────────────────────────────────┘ │
<a id="__codelineno-1-14" name="__codelineno-1-14" href="#__codelineno-1-14"></a>│ │ │
<a id="__codelineno-1-15" name="__codelineno-1-15" href="#__codelineno-1-15"></a>│ ▼ │
<a id="__codelineno-1-16" name="__codelineno-1-16" href="#__codelineno-1-16"></a>│ ┌────────────────────┐ ┌──────────────────────────────────┐ │
<a id="__codelineno-1-17" name="__codelineno-1-17" href="#__codelineno-1-17"></a>│ │ Erst-/Zweitprüfer │───►│ Fairness-Analyse &amp; PDF-Export │ │
<a id="__codelineno-1-18" name="__codelineno-1-18" href="#__codelineno-1-18"></a>│ └────────────────────┘ └──────────────────────────────────┘ │
<a id="__codelineno-1-19" name="__codelineno-1-19" href="#__codelineno-1-19"></a>└─────────────────────────────────────────────────────────────────────┘
</code></pre></div>
<h4 id="15-punkte-notensystem">15-Punkte-Notensystem<a class="headerlink" href="#15-punkte-notensystem" title="Permanent link">&para;</a></h4>
<p>Das System verwendet den deutschen Abitur-Notenschlüssel:</p>
<table>
<thead>
<tr>
<th>Punkte</th>
<th>Prozent</th>
<th>Note</th>
</tr>
</thead>
<tbody>
<tr>
<td>15-13</td>
<td>95-85%</td>
<td>1+/1/1-</td>
</tr>
<tr>
<td>12-10</td>
<td>80-70%</td>
<td>2+/2/2-</td>
</tr>
<tr>
<td>9-7</td>
<td>65-55%</td>
<td>3+/3/3-</td>
</tr>
<tr>
<td>6-4</td>
<td>50-40%</td>
<td>4+/4/4-</td>
</tr>
<tr>
<td>3-1</td>
<td>33-20%</td>
<td>5+/5/5-</td>
</tr>
<tr>
<td>0</td>
<td>&lt;20%</td>
<td>6</td>
</tr>
</tbody>
</table>
<h4 id="bewertungskriterien">Bewertungskriterien<a class="headerlink" href="#bewertungskriterien" title="Permanent link">&para;</a></h4>
<table>
<thead>
<tr>
<th>Kriterium</th>
<th>Gewicht</th>
<th>Beschreibung</th>
</tr>
</thead>
<tbody>
<tr>
<td>Rechtschreibung</td>
<td>15%</td>
<td>Orthografie</td>
</tr>
<tr>
<td>Grammatik</td>
<td>15%</td>
<td>Grammatik &amp; Syntax</td>
</tr>
<tr>
<td><strong>Inhalt</strong></td>
<td><strong>40%</strong></td>
<td>Inhaltliche Qualität (höchste Gewichtung)</td>
</tr>
<tr>
<td>Struktur</td>
<td>15%</td>
<td>Aufbau &amp; Gliederung</td>
</tr>
<tr>
<td>Stil</td>
<td>15%</td>
<td>Ausdruck &amp; Stil</td>
</tr>
</tbody>
</table>
<h3 id="5-go-consent-service">5. Go Consent Service<a class="headerlink" href="#5-go-consent-service" title="Permanent link">&para;</a></h3>
<p>Verwaltet DSGVO-Einwilligungen:</p>
<div class="highlight"><pre><span></span><code><a id="__codelineno-2-1" name="__codelineno-2-1" href="#__codelineno-2-1"></a>consent-service/
<a id="__codelineno-2-2" name="__codelineno-2-2" href="#__codelineno-2-2"></a>├── cmd/server/ # Main entry point
<a id="__codelineno-2-3" name="__codelineno-2-3" href="#__codelineno-2-3"></a>├── internal/
<a id="__codelineno-2-4" name="__codelineno-2-4" href="#__codelineno-2-4"></a>│ ├── handlers/ # HTTP Handler
<a id="__codelineno-2-5" name="__codelineno-2-5" href="#__codelineno-2-5"></a>│ ├── services/ # Business Logic
<a id="__codelineno-2-6" name="__codelineno-2-6" href="#__codelineno-2-6"></a>│ ├── models/ # Data Models
<a id="__codelineno-2-7" name="__codelineno-2-7" href="#__codelineno-2-7"></a>│ └── middleware/ # Auth Middleware
<a id="__codelineno-2-8" name="__codelineno-2-8" href="#__codelineno-2-8"></a>└── migrations/ # SQL Migrations
</code></pre></div>
<h3 id="6-llm-gateway-optional">6. LLM Gateway (Optional)<a class="headerlink" href="#6-llm-gateway-optional" title="Permanent link">&para;</a></h3>
<p>Wenn <code>LLM_GATEWAY_ENABLED=true</code>:</p>
<div class="highlight"><pre><span></span><code><a id="__codelineno-3-1" name="__codelineno-3-1" href="#__codelineno-3-1"></a>llm_gateway/
<a id="__codelineno-3-2" name="__codelineno-3-2" href="#__codelineno-3-2"></a>├── routes/
<a id="__codelineno-3-3" name="__codelineno-3-3" href="#__codelineno-3-3"></a>│ ├── chat.py # Chat-Completion API
<a id="__codelineno-3-4" name="__codelineno-3-4" href="#__codelineno-3-4"></a>│ ├── communication.py # GFK-Validierung
<a id="__codelineno-3-5" name="__codelineno-3-5" href="#__codelineno-3-5"></a>│ ├── edu_search_seeds.py # Bildungssuche
<a id="__codelineno-3-6" name="__codelineno-3-6" href="#__codelineno-3-6"></a>│ └── legal_crawler.py # Schulgesetz-Crawler
<a id="__codelineno-3-7" name="__codelineno-3-7" href="#__codelineno-3-7"></a>└── services/
<a id="__codelineno-3-8" name="__codelineno-3-8" href="#__codelineno-3-8"></a> └── communication_service.py
</code></pre></div>
<h2 id="datenfluss">Datenfluss<a class="headerlink" href="#datenfluss" title="Permanent link">&para;</a></h2>
<h3 id="worksheet-generierung">Worksheet-Generierung<a class="headerlink" href="#worksheet-generierung" title="Permanent link">&para;</a></h3>
<div class="highlight"><pre><span></span><code><a id="__codelineno-4-1" name="__codelineno-4-1" href="#__codelineno-4-1"></a>User Input → Frontend (worksheets.py)
<a id="__codelineno-4-2" name="__codelineno-4-2" href="#__codelineno-4-2"></a> ↓
<a id="__codelineno-4-3" name="__codelineno-4-3" href="#__codelineno-4-3"></a>POST /api/worksheets/generate/multiple-choice
<a id="__codelineno-4-4" name="__codelineno-4-4" href="#__codelineno-4-4"></a> ↓
<a id="__codelineno-4-5" name="__codelineno-4-5" href="#__codelineno-4-5"></a>worksheets_api.py → MCGenerator (services/content_generators/)
<a id="__codelineno-4-6" name="__codelineno-4-6" href="#__codelineno-4-6"></a> ↓
<a id="__codelineno-4-7" name="__codelineno-4-7" href="#__codelineno-4-7"></a>Optional: LLM für erweiterte Generierung
<a id="__codelineno-4-8" name="__codelineno-4-8" href="#__codelineno-4-8"></a> ↓
<a id="__codelineno-4-9" name="__codelineno-4-9" href="#__codelineno-4-9"></a>Response: WorksheetContent → Frontend rendert Ergebnis
</code></pre></div>
<h3 id="klausurkorrektur">Klausurkorrektur<a class="headerlink" href="#klausurkorrektur" title="Permanent link">&para;</a></h3>
<div class="highlight"><pre><span></span><code><a id="__codelineno-5-1" name="__codelineno-5-1" href="#__codelineno-5-1"></a>File Upload → Frontend (correction.py)
<a id="__codelineno-5-2" name="__codelineno-5-2" href="#__codelineno-5-2"></a> ↓
<a id="__codelineno-5-3" name="__codelineno-5-3" href="#__codelineno-5-3"></a>POST /api/corrections/ (erstellen)
<a id="__codelineno-5-4" name="__codelineno-5-4" href="#__codelineno-5-4"></a>POST /api/corrections/{id}/upload (Datei)
<a id="__codelineno-5-5" name="__codelineno-5-5" href="#__codelineno-5-5"></a> ↓
<a id="__codelineno-5-6" name="__codelineno-5-6" href="#__codelineno-5-6"></a>Background Task: OCR via FileProcessor
<a id="__codelineno-5-7" name="__codelineno-5-7" href="#__codelineno-5-7"></a> ↓
<a id="__codelineno-5-8" name="__codelineno-5-8" href="#__codelineno-5-8"></a>Poll GET /api/corrections/{id} bis status=&quot;ocr_complete&quot;
<a id="__codelineno-5-9" name="__codelineno-5-9" href="#__codelineno-5-9"></a> ↓
<a id="__codelineno-5-10" name="__codelineno-5-10" href="#__codelineno-5-10"></a>POST /api/corrections/{id}/analyze
<a id="__codelineno-5-11" name="__codelineno-5-11" href="#__codelineno-5-11"></a> ↓
<a id="__codelineno-5-12" name="__codelineno-5-12" href="#__codelineno-5-12"></a>Review Interface → PUT /api/corrections/{id} (Anpassungen)
<a id="__codelineno-5-13" name="__codelineno-5-13" href="#__codelineno-5-13"></a> ↓
<a id="__codelineno-5-14" name="__codelineno-5-14" href="#__codelineno-5-14"></a>GET /api/corrections/{id}/export-pdf
</code></pre></div>
<h2 id="sicherheit">Sicherheit<a class="headerlink" href="#sicherheit" title="Permanent link">&para;</a></h2>
<h3 id="authentifizierung-autorisierung">Authentifizierung &amp; Autorisierung<a class="headerlink" href="#authentifizierung-autorisierung" title="Permanent link">&para;</a></h3>
<p>BreakPilot verwendet einen <strong>Hybrid-Ansatz</strong>:</p>
<table>
<thead>
<tr>
<th>Schicht</th>
<th>Komponente</th>
<th>Beschreibung</th>
</tr>
</thead>
<tbody>
<tr>
<td><strong>Authentifizierung</strong></td>
<td>Keycloak (Prod) / Lokales JWT (Dev)</td>
<td>Token-Validierung via JWKS oder HS256</td>
</tr>
<tr>
<td><strong>Autorisierung</strong></td>
<td>rbac.py (Eigenentwicklung)</td>
<td>Domaenenspezifische Berechtigungen</td>
</tr>
</tbody>
</table>
<p>Siehe: <a href="../auth-system/">Auth-System</a></p>
<h3 id="basis-rollen">Basis-Rollen<a class="headerlink" href="#basis-rollen" title="Permanent link">&para;</a></h3>
<table>
<thead>
<tr>
<th>Rolle</th>
<th>Beschreibung</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>user</code></td>
<td>Normaler Benutzer</td>
</tr>
<tr>
<td><code>teacher</code> / <code>lehrer</code></td>
<td>Lehrkraft</td>
</tr>
<tr>
<td><code>admin</code></td>
<td>Administrator</td>
</tr>
<tr>
<td><code>data_protection_officer</code></td>
<td>Datenschutzbeauftragter</td>
</tr>
</tbody>
</table>
<h3 id="erweiterte-rollen-rbacpy">Erweiterte Rollen (rbac.py)<a class="headerlink" href="#erweiterte-rollen-rbacpy" title="Permanent link">&para;</a></h3>
<p>15+ domaenenspezifische Rollen fuer Klausurkorrektur und Zeugnisse:
- <code>erstkorrektor</code>, <code>zweitkorrektor</code>, <code>drittkorrektor</code>
- <code>klassenlehrer</code>, <code>fachlehrer</code>, <code>fachvorsitz</code>
- <code>schulleitung</code>, <code>zeugnisbeauftragter</code>, <code>sekretariat</code></p>
<h3 id="sicherheitsfeatures">Sicherheitsfeatures<a class="headerlink" href="#sicherheitsfeatures" title="Permanent link">&para;</a></h3>
<ul>
<li>JWT-basierte Authentifizierung (RS256/HS256)</li>
<li>CORS konfiguriert für Frontend-Zugriff</li>
<li>DSGVO-konformes Consent-Management</li>
<li><strong>HashiCorp Vault</strong> fuer Secrets-Management (keine hardcodierten Secrets)</li>
<li>Bundesland-spezifische Policy-Sets</li>
<li><strong>DevSecOps Pipeline</strong> mit automatisierten Security-Scans (SAST, SCA, Secrets Detection)</li>
</ul>
<p>Siehe:
- <a href="../secrets-management/">Secrets Management</a>
- <a href="../devsecops/">DevSecOps</a></p>
<h2 id="deployment">Deployment<a class="headerlink" href="#deployment" title="Permanent link">&para;</a></h2>
<div class="highlight"><pre><span></span><code><a id="__codelineno-6-1" name="__codelineno-6-1" href="#__codelineno-6-1"></a><span class="nt">services</span><span class="p">:</span>
<a id="__codelineno-6-2" name="__codelineno-6-2" href="#__codelineno-6-2"></a><span class="w"> </span><span class="nt">backend</span><span class="p">:</span>
<a id="__codelineno-6-3" name="__codelineno-6-3" href="#__codelineno-6-3"></a><span class="w"> </span><span class="nt">build</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">./backend</span>
<a id="__codelineno-6-4" name="__codelineno-6-4" href="#__codelineno-6-4"></a><span class="w"> </span><span class="nt">ports</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="s">&quot;8000:8000&quot;</span><span class="p p-Indicator">]</span>
<a id="__codelineno-6-5" name="__codelineno-6-5" href="#__codelineno-6-5"></a><span class="w"> </span><span class="nt">environment</span><span class="p">:</span>
<a id="__codelineno-6-6" name="__codelineno-6-6" href="#__codelineno-6-6"></a><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">DATABASE_URL=postgresql://...</span>
<a id="__codelineno-6-7" name="__codelineno-6-7" href="#__codelineno-6-7"></a><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">LLM_GATEWAY_ENABLED=false</span>
<a id="__codelineno-6-8" name="__codelineno-6-8" href="#__codelineno-6-8"></a>
<a id="__codelineno-6-9" name="__codelineno-6-9" href="#__codelineno-6-9"></a><span class="w"> </span><span class="nt">consent-service</span><span class="p">:</span>
<a id="__codelineno-6-10" name="__codelineno-6-10" href="#__codelineno-6-10"></a><span class="w"> </span><span class="nt">build</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">./consent-service</span>
<a id="__codelineno-6-11" name="__codelineno-6-11" href="#__codelineno-6-11"></a><span class="w"> </span><span class="nt">ports</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="s">&quot;8081:8081&quot;</span><span class="p p-Indicator">]</span>
<a id="__codelineno-6-12" name="__codelineno-6-12" href="#__codelineno-6-12"></a>
<a id="__codelineno-6-13" name="__codelineno-6-13" href="#__codelineno-6-13"></a><span class="w"> </span><span class="nt">postgres</span><span class="p">:</span>
<a id="__codelineno-6-14" name="__codelineno-6-14" href="#__codelineno-6-14"></a><span class="w"> </span><span class="nt">image</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">postgres:15</span>
<a id="__codelineno-6-15" name="__codelineno-6-15" href="#__codelineno-6-15"></a><span class="w"> </span><span class="nt">volumes</span><span class="p">:</span>
<a id="__codelineno-6-16" name="__codelineno-6-16" href="#__codelineno-6-16"></a><span class="w"> </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">pgdata:/var/lib/postgresql/data</span>
</code></pre></div>
<h2 id="erweiterung">Erweiterung<a class="headerlink" href="#erweiterung" title="Permanent link">&para;</a></h2>
<p>Neues Frontend-Modul hinzufügen:</p>
<ol>
<li>Modul erstellen: <code>frontend/modules/new_module.py</code></li>
<li>Klasse mit <code>get_css()</code>, <code>get_html()</code>, <code>get_js()</code> implementieren</li>
<li>In <code>frontend/modules/__init__.py</code> importieren und exportieren</li>
<li>Optional: Zugehörige API in <code>new_module_api.py</code> erstellen</li>
<li>In <code>main.py</code> Router registrieren</li>
</ol>
</article>
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