---

name: apps-knowledge-ai-services description: "Route StoryMaps, Experience Builder, Hub, dashboard surfaces, Tracker/Workforce/Survey URLs, item dependency graphs, Knowledge Graph operations, and AI-powered ArcGIS services." disable-model-invocation: true metadata: disco-role: operating license: Apache 2.0

Apps, knowledge, and AI services

Use this sub-skill for ArcGIS app automation and service-backed app workflows:

• StoryMaps, Briefing, Collection, and other story content blocks
• Experience Builder and web experience cloning/editing
• Hub sites, pages, initiatives, and event-aware site workflows
• Dashboard surfaces and version-sensitive dashboard manager behavior
• Tracker, Workforce, Survey123, Collector, Explorer, Field Maps, and Navigator URL helpers
• Item dependency graphs and app-item remapping
• Knowledge Graph query, edit, schema, and backup flows
• AI-powered utility services when the module surface is present

Route away when the request is about

• generic GIS content CRUD, users, groups, or admin/server operations
• geocoding, routing, map display, geoenrichment, or other location services
• deep learning model training, inference, or GPU notebook workflows

Entry checklist

1. Run scripts/check_apps_modules.py to confirm which app/graph/AI modules are actually available.
2. Read references/apps-knowledge-workflows.md for the workflow pattern that matches the task.
3. Read references/app-api-reference.md for confirmed module names, signatures, and version caveats.
4. Use references/troubleshooting.md before proposing a fix for clone, publish, dependency, or service errors.

Safety rules

• Treat save, publish, clone, duplicate, copy_content, remap_data, apply_edits, enable, disable, and delete as mutating operations.
• Preserve item resources, relationships, ownership, and dependent IDs when cloning StoryMaps or Experience Builder items.
• Do not assume arcgis.apps.dashboards or arcgis.ai exist; confirm with the probe first.
• Do not execute live service calls unless the user has provided the required credentials, privileges, and target environment.
• Do not use this sub-skill for raw portal content maintenance, map analysis, or model training.

Start here

• references/apps-knowledge-workflows.md
• references/app-api-reference.md
• references/troubleshooting.md
• scripts/check_apps_modules.py