Interactively creates a new custom dashboard bundle for the fm-lab dashboard system. Clarifies the goal, drafts SQL, confirms sample results with the user, recommends an interactive dashboard pattern (navigation, KPI filters, search), asks for a name, and generates the full bundle directory under `rest-api/templates/dashboards-custom/<id>/`. Triggers (English): "/create-custom-dashboard", "create a new dashboard for X", "new dashboard", "build a dashboard that shows X". Triggers (German): "erstelle ein neues Dashboard für X", "neues Dashboard", "baue ein Dashboard das X zeigt".
Generates FileMaker scripts as paste-ready fmxmlsnippet XML through a reference-driven pipeline - canonical text draft, deterministic lint, object-reference resolution against the DuckDB catalog (real IDs, machine-readable resolution report), table-driven XML emission from fm_spec.duckdb, and a three-layer validation gate. Successor of filemaker-script-erzeugen. Triggers (English) - "create a FileMaker script", "generate a script for X", "build an fmxmlsnippet". Triggers (German) - "erstelle ein FileMaker-Script", "generiere ein Script fuer X", "baue ein Script-Snippet".
Download and install DuckDB documentation from duckdb.org. Automatically checks for newer versions and prompts before replacing existing docs. Triggers (English): "install DuckDB docs", "update DuckDB documentation". Triggers (German): "installiere die DuckDB-Doku", "DuckDB-Dokumentation aktualisieren".
Convert FileMaker XML export to DuckDB database. Automatically handles UTF-8 encoding conversion and creates analyzed database tables. Triggers (English): "convert XML", "import the FileMaker XML", "/convert-xml", "batch import all XML files". Triggers (German): "konvertiere die XML", "importiere die FileMaker-XML", "alle XML-Dateien importieren". Triggers (Spanish): "convertir el XML", "importar el XML de FileMaker". Triggers (French): "convertir le XML", "importer le XML FileMaker". Triggers (Italian): "converti l'XML", "importa l'XML FileMaker". Triggers (Dutch): "converteer de XML", "importeer de FileMaker-XML". Triggers (Portuguese): "converter o XML", "importar o XML do FileMaker". Triggers (Swedish): "konvertera XML", "importera FileMaker-XML". Triggers (Japanese): "XMLを変換", "FileMaker XMLをインポート". Triggers (Korean): "XML 변환", "FileMaker XML 가져오기". Triggers (Chinese): "转换 XML", "导入 FileMaker XML".
Segments the FileMaker object graph in `db/fm_catalog.duckdb` into modules/communities, finds the best resolution for this solution's size by sweeping candidate resolutions and scoring them (modularity Q + distribution guardrails), names the communities semantically (CommunityNames.Semantic_Name, optionally Semantic_Description in --deep-research), writes an analysis report to `output/`, and syncs the named partition to the Graph Explorer. Orchestrates the existing tools/graph-export tooling (cluster.sh, cluster_louvain.mjs/cluster_leiden.py, cluster_load.sql); it does not replace it. Triggers (English): "/fm-graph-cluster", "cluster the graph", "detect communities/modules", "name the clusters", "segment the solution into modules". Triggers (German): "/fm-graph-cluster", "clustere den Graph", "finde die Module/Communities", "benenne die Cluster", "segmentiere die Lösung in Module".
Opens a FileMaker object directly in FileMaker Pro via an fmIDE fmp:// URL, after verifying through the FM-Lab REST API that the fmIDE plugin is enabled and the fmIDE script exists in the target file. Use fm-show instead to display the object in the FM-Lab web frontend (detail/references/graph). Triggers (English): "/fm-open", "/fmide-open", "open this in FileMaker", "jump to the script in FileMaker", "open in fmIDE". Triggers (German): "öffne das in FileMaker", "spring zum Script in FileMaker", "in fmIDE öffnen". Triggers (Spanish): "abre esto en FileMaker", "abrir en fmIDE". Triggers (French): "ouvre ça dans FileMaker", "ouvrir dans fmIDE". Triggers (Italian): "apri questo in FileMaker", "aprire in fmIDE". Triggers (Dutch): "open dit in FileMaker", "openen in fmIDE". Triggers (Portuguese): "abra isto no FileMaker", "abrir no fmIDE". Triggers (Swedish): "öppna detta i FileMaker", "öppna i fmIDE". Triggers (Japanese): "これをFileMakerで開いて", "fmIDEで開く". Triggers (Korean): "이것을 FileMaker에서 열어 줘", "fmIDE에서 열기". Tri
Opens a FileMaker object in the FM-Lab web frontend (browser deep link) — detail view by default, references or graph view via flags; works from inside the dev container by opening the browser on the host. Use fm-open instead to jump to the object in FileMaker Pro itself. Triggers (English): "/fm-show", "show this in FM-Lab", "open in the web frontend", "show the references in the browser", "show the callers in FM-Lab", "show this in the graph". Triggers (German): "zeig das in FM-Lab", "im Web-Frontend öffnen", "zeig die Referenzen im Browser", "zeig die Aufrufer in FM-Lab", "zeig das im Graph". Triggers (Spanish): "muestra esto en FM-Lab", "muestra las referencias en el navegador". Triggers (French): "montre ça dans FM-Lab", "montre les références dans le navigateur". Triggers (Italian): "mostra questo in FM-Lab", "mostra i riferimenti nel browser". Triggers (Dutch): "toon dit in FM-Lab", "toon de referenties in de browser". Triggers (Portuguese): "mostre isto no FM-Lab", "mostre as referências no navegador"
Download and install MBS Plugin documentation from MonkeyBread Software. Automatically checks for newer versions and prompts before replacing existing docs. Triggers (English): "install MBS docs", "update MBS plugin documentation". Triggers (German): "installiere die MBS-Doku", "MBS-Plugin-Dokumentation aktualisieren". Triggers (Spanish): "instalar la documentación MBS", "actualizar la documentación MBS". Triggers (French): "installer la documentation MBS", "mettre à jour la documentation MBS". Triggers (Italian): "installa la documentazione MBS", "aggiorna la documentazione MBS". Triggers (Dutch): "installeer de MBS-documentatie", "MBS-documentatie bijwerken". Triggers (Portuguese): "instalar a documentação MBS", "atualizar a documentação MBS". Triggers (Swedish): "installera MBS-dokumentationen", "uppdatera MBS-dokumentationen". Triggers (Japanese): "MBSドキュメントをインストール", "MBSドキュメントを更新". Triggers (Korean): "MBS 문서 설치", "MBS 문서 업데이트". Triggers (Chinese): "安装 MBS 文档", "更新 MBS 文档".