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<h1 id="gwo-antragsprufer-status-28032026-final">GWÖ-Antragsprüfer — Status 28.03.2026 (Final)<a class="headerlink" href="#gwo-antragsprufer-status-28032026-final" title="Permanent link">&para;</a></h1>
<h2 id="heute-erledigt-28032026">✅ Heute erledigt (28.03.2026)<a class="headerlink" href="#heute-erledigt-28032026" title="Permanent link">&para;</a></h2>
<h3 id="vormittag">Vormittag<a class="headerlink" href="#vormittag" title="Permanent link">&para;</a></h3>
<ul>
<li>[x] "Jetzt prüfen" aus Landtag-Suche implementiert</li>
<li>[x] Zitat-System mit Wahlprogramm-Seitenreferenzen</li>
<li>[x] 5 Original-Wahlprogramme integriert (CDU, SPD, Grüne, FDP, AfD)</li>
</ul>
<h3 id="nachmittagabend">Nachmittag/Abend<a class="headerlink" href="#nachmittagabend" title="Permanent link">&para;</a></h3>
<ul>
<li>[x] <strong>Security Headers</strong> eingebaut (CSP, X-Frame-Options, etc.)</li>
<li>[x] /docs, /redoc, /openapi.json deaktiviert</li>
<li>[x] <strong>v5-Prompt</strong> mit Verbesserungsvorschlägen im Redline-Format</li>
<li>[x] <strong>Retry-Logik</strong> (3 Versuche) bei JSON-Parse-Fehlern</li>
<li>[x] <strong>Partei-Filter</strong> (Dropdown)</li>
<li>[x] <strong>Tag-Wolke</strong> mit Multi-Select (Schnittmenge-Filter)</li>
<li>[x] <strong>Partei-Durchschnittswerte</strong> in kompakter Stats-Bar</li>
<li>[x] <strong>Persistente DB</strong> — Dockerfile gefixt, data/ als Volume</li>
<li>[x] JSON-Import deaktiviert (DB ist Source of Truth)</li>
<li>[x] 20 Test-Anträge neu analysiert mit v5-Prompt</li>
<li>[x] <strong>Git-Repository</strong> auf repo.toppyr.de gepusht</li>
<li>[x] <strong>Dokumentation</strong> komplett</li>
</ul>
<hr />
<h2 id="live-system">🌐 Live-System<a class="headerlink" href="#live-system" title="Permanent link">&para;</a></h2>
<table>
<thead>
<tr>
<th>Was</th>
<th>URL</th>
</tr>
</thead>
<tbody>
<tr>
<td><strong>Webapp</strong></td>
<td>https://gwoe.toppyr.de</td>
</tr>
<tr>
<td><strong>Repository</strong></td>
<td>https://repo.toppyr.de/tobias/gwoe-antragspruefer</td>
</tr>
<tr>
<td><strong>Server</strong></td>
<td>VServer 152.53.119.77 (<code>/opt/gwoe-antragspruefer/</code>)</td>
</tr>
</tbody>
</table>
<hr />
<h2 id="aktueller-stand">📊 Aktueller Stand<a class="headerlink" href="#aktueller-stand" title="Permanent link">&para;</a></h2>
<table>
<thead>
<tr>
<th>Metrik</th>
<th>Wert</th>
</tr>
</thead>
<tbody>
<tr>
<td>Analysierte Anträge</td>
<td>20</td>
</tr>
<tr>
<td>Alle mit Verbesserungsvorschlägen</td>
<td>✅</td>
</tr>
<tr>
<td>Ø GWÖ-Score gesamt</td>
<td>4.6</td>
</tr>
<tr>
<td>Ø SPD</td>
<td>7.7</td>
</tr>
<tr>
<td>Ø CDU/GRÜNE</td>
<td>6.0</td>
</tr>
<tr>
<td>Ø FDP</td>
<td>4.8</td>
</tr>
<tr>
<td>Ø AfD</td>
<td>1.5</td>
</tr>
</tbody>
</table>
<hr />
<h2 id="technische-anderungen-heute">🔧 Technische Änderungen heute<a class="headerlink" href="#technische-anderungen-heute" title="Permanent link">&para;</a></h2>
<h3 id="security-mainpy">Security (main.py)<a class="headerlink" href="#security-mainpy" title="Permanent link">&para;</a></h3>
<div class="highlight"><pre><span></span><code><span class="c1"># Middleware hinzugefügt:</span>
<span class="o">-</span> <span class="n">X</span><span class="o">-</span><span class="n">Content</span><span class="o">-</span><span class="n">Type</span><span class="o">-</span><span class="n">Options</span><span class="p">:</span> <span class="n">nosniff</span>
<span class="o">-</span> <span class="n">X</span><span class="o">-</span><span class="n">Frame</span><span class="o">-</span><span class="n">Options</span><span class="p">:</span> <span class="n">DENY</span>
<span class="o">-</span> <span class="n">X</span><span class="o">-</span><span class="n">XSS</span><span class="o">-</span><span class="n">Protection</span><span class="p">:</span> <span class="mi">1</span><span class="p">;</span> <span class="n">mode</span><span class="o">=</span><span class="n">block</span>
<span class="o">-</span> <span class="n">Content</span><span class="o">-</span><span class="n">Security</span><span class="o">-</span><span class="n">Policy</span>
<span class="o">-</span> <span class="n">Referrer</span><span class="o">-</span><span class="n">Policy</span><span class="p">:</span> <span class="n">strict</span><span class="o">-</span><span class="n">origin</span><span class="o">-</span><span class="n">when</span><span class="o">-</span><span class="n">cross</span><span class="o">-</span><span class="n">origin</span>
<span class="o">-</span> <span class="n">Permissions</span><span class="o">-</span><span class="n">Policy</span><span class="p">:</span> <span class="n">geolocation</span><span class="o">=</span><span class="p">(),</span> <span class="n">microphone</span><span class="o">=</span><span class="p">(),</span> <span class="n">camera</span><span class="o">=</span><span class="p">()</span>
<span class="c1"># FastAPI Docs deaktiviert:</span>
<span class="n">docs_url</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">redoc_url</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">openapi_url</span><span class="o">=</span><span class="kc">None</span>
</code></pre></div>
<h3 id="retry-logik-analyzerpy">Retry-Logik (analyzer.py)<a class="headerlink" href="#retry-logik-analyzerpy" title="Permanent link">&para;</a></h3>
<div class="highlight"><pre><span></span><code><span class="c1"># 3 Versuche bei JSON-Parse-Fehlern</span>
<span class="c1"># Temperatur steigt pro Versuch (0.3 → 0.4 → 0.5)</span>
<span class="n">max_retries</span> <span class="o">=</span> <span class="mi">3</span>
<span class="k">for</span> <span class="n">attempt</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">max_retries</span><span class="p">):</span>
<span class="c1"># ... LLM Call ...</span>
<span class="k">try</span><span class="p">:</span>
<span class="n">data</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">content</span><span class="p">)</span>
<span class="k">return</span> <span class="n">Assessment</span><span class="o">.</span><span class="n">model_validate</span><span class="p">(</span><span class="n">data</span><span class="p">)</span>
<span class="k">except</span> <span class="n">json</span><span class="o">.</span><span class="n">JSONDecodeError</span><span class="p">:</span>
<span class="k">continue</span> <span class="c1"># Retry</span>
</code></pre></div>
<h3 id="persistente-db-dockerfile">Persistente DB (Dockerfile)<a class="headerlink" href="#persistente-db-dockerfile" title="Permanent link">&para;</a></h3>
<div class="highlight"><pre><span></span><code><span class="c"># VORHER (kaputt):</span>
<span class="k">COPY</span><span class="w"> </span>data/<span class="w"> </span>./data/
<span class="k">COPY</span><span class="w"> </span>reports/<span class="w"> </span>./reports/
<span class="c"># NACHHER (korrekt):</span>
<span class="c"># data/ und reports/ werden als Volumes gemountet</span>
<span class="k">RUN</span><span class="w"> </span>mkdir<span class="w"> </span>-p<span class="w"> </span>/app/data<span class="w"> </span>/app/reports
</code></pre></div>
<h3 id="deploy-workflow">Deploy-Workflow<a class="headerlink" href="#deploy-workflow" title="Permanent link">&para;</a></h3>
<div class="highlight"><pre><span></span><code><span class="c1"># .tarignore und --exclude verhindern Überschreiben der Server-DB</span>
tar<span class="w"> </span>czf<span class="w"> </span>...<span class="w"> </span>--exclude<span class="o">=</span><span class="s1">&#39;data&#39;</span><span class="w"> </span>--exclude<span class="o">=</span><span class="s1">&#39;reports&#39;</span><span class="w"> </span>...
</code></pre></div>
<hr />
<h2 id="repository-struktur">📁 Repository-Struktur<a class="headerlink" href="#repository-struktur" title="Permanent link">&para;</a></h2>
<div class="highlight"><pre><span></span><code>gwoe-antragspruefer/
├── app/
│ ├── main.py # FastAPI + Security
│ ├── analyzer.py # LLM + Retry
│ ├── database.py # SQLite
│ ├── models.py # Pydantic
│ ├── parlamente.py # OPAL-Adapter
│ ├── report.py # PDF
│ ├── kontext/ # GWÖ-Matrix, Programme
│ ├── templates/ # Jinja2 UI
│ └── static/referenzen/ # Original-PDFs
├── docker-compose.yml
├── Dockerfile
├── requirements.txt
├── .env.example
├── .gitignore
├── LICENSE (MIT)
└── README.md
</code></pre></div>
<hr />
<h2 id="offene-todos">📋 Offene TODOs<a class="headerlink" href="#offene-todos" title="Permanent link">&para;</a></h2>
<h3 id="prio-1">Prio 1<a class="headerlink" href="#prio-1" title="Permanent link">&para;</a></h3>
<ul>
<li>[ ] Keycloak SSO aktivieren</li>
<li>[ ] Batch-Analyse für viele Anträge optimieren</li>
</ul>
<h3 id="prio-2">Prio 2<a class="headerlink" href="#prio-2" title="Permanent link">&para;</a></h3>
<ul>
<li>[ ] Weitere Bundesländer (BY, BW)</li>
<li>[ ] CSV/Excel-Export</li>
<li>[ ] Zitat-Highlighting in PDFs</li>
</ul>
<h3 id="nice-to-have">Nice to have<a class="headerlink" href="#nice-to-have" title="Permanent link">&para;</a></h3>
<ul>
<li>[ ] Historische Trend-Analyse</li>
<li>[ ] Newsletter-Integration</li>
<li>[ ] API-Rate-Limiting für öffentliche Nutzung</li>
</ul>
<hr />
<h2 id="deployment-befehle">🚀 Deployment-Befehle<a class="headerlink" href="#deployment-befehle" title="Permanent link">&para;</a></h2>
<h3 id="standard-update">Standard-Update<a class="headerlink" href="#standard-update" title="Permanent link">&para;</a></h3>
<div class="highlight"><pre><span></span><code><span class="c1"># Lokal committen</span>
<span class="nb">cd</span><span class="w"> </span>~/Nextcloud/dotty/projekte/2026-03-23<span class="se">\ </span>GWÖ-Antragsprüfer<span class="se">\ </span>_WIP_/webapp
git<span class="w"> </span>add<span class="w"> </span>.<span class="w"> </span><span class="o">&amp;&amp;</span><span class="w"> </span>git<span class="w"> </span>commit<span class="w"> </span>-m<span class="w"> </span><span class="s2">&quot;...&quot;</span><span class="w"> </span><span class="o">&amp;&amp;</span><span class="w"> </span>git<span class="w"> </span>push
<span class="c1"># Server aktualisieren</span>
ssh<span class="w"> </span>vserver<span class="w"> </span><span class="s1">&#39;cd /opt/gwoe-antragspruefer &amp;&amp; git pull &amp;&amp; docker compose up -d --build&#39;</span>
</code></pre></div>
<h3 id="manuell-ohne-server-git">Manuell (ohne Server-Git)<a class="headerlink" href="#manuell-ohne-server-git" title="Permanent link">&para;</a></h3>
<div class="highlight"><pre><span></span><code><span class="nb">cd</span><span class="w"> </span>~/Nextcloud/dotty/projekte/2026-03-23<span class="se">\ </span>GWÖ-Antragsprüfer<span class="se">\ </span>_WIP_/webapp
tar<span class="w"> </span>czf<span class="w"> </span>/tmp/gwoe-webapp.tar.gz<span class="w"> </span>--exclude<span class="o">=</span><span class="s1">&#39;venv&#39;</span><span class="w"> </span>--exclude<span class="o">=</span><span class="s1">&#39;__pycache__&#39;</span><span class="w"> </span>--exclude<span class="o">=</span><span class="s1">&#39;data&#39;</span><span class="w"> </span>--exclude<span class="o">=</span><span class="s1">&#39;reports&#39;</span><span class="w"> </span>--exclude<span class="o">=</span><span class="s1">&#39;.env&#39;</span><span class="w"> </span>.
scp<span class="w"> </span>/tmp/gwoe-webapp.tar.gz<span class="w"> </span>vserver:/tmp/
ssh<span class="w"> </span>vserver<span class="w"> </span><span class="s1">&#39;cd /opt/gwoe-antragspruefer &amp;&amp; tar xzf /tmp/gwoe-webapp.tar.gz &amp;&amp; docker compose up -d --build&#39;</span>
</code></pre></div>
<h3 id="logs-prufen">Logs prüfen<a class="headerlink" href="#logs-prufen" title="Permanent link">&para;</a></h3>
<div class="highlight"><pre><span></span><code>ssh<span class="w"> </span>vserver<span class="w"> </span><span class="s1">&#39;docker logs gwoe-antragspruefer --tail 50&#39;</span>
</code></pre></div>
<h3 id="db-status">DB-Status<a class="headerlink" href="#db-status" title="Permanent link">&para;</a></h3>
<div class="highlight"><pre><span></span><code>ssh<span class="w"> </span>vserver<span class="w"> </span><span class="s1">&#39;docker exec gwoe-antragspruefer python -c &quot;</span>
<span class="s1">import sqlite3</span>
<span class="s1">conn = sqlite3.connect(\&quot;/app/data/gwoe-antraege.db\&quot;)</span>
<span class="s1">cur = conn.cursor()</span>
<span class="s1">cur.execute(\&quot;SELECT COUNT(*) FROM assessments\&quot;)</span>
<span class="s1">print(f\&quot;Assessments: {cur.fetchone()[0]}\&quot;)</span>
<span class="s1">&quot;&#39;</span>
</code></pre></div>
<hr />
<p><strong>Projekt-Status: FUNKTIONSFÄHIG</strong> ✅</p>
<p><em>Dokumentiert von Dotty, 28.03.2026, 23:58 Uhr</em></p>
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