Babysitter generating-gcp-diagrams
Generates DrawIO XML diagrams for Google Cloud Platform architectures from text descriptions or images. Analyzes existing .drawio files to extract GCP components. Use for GCP architecture diagrams, cloud infrastructure documentation, or when converting GCP diagram images to editable DrawIO format.
git clone https://github.com/a5c-ai/babysitter
T=$(mktemp -d) && git clone --depth=1 https://github.com/a5c-ai/babysitter "$T" && mkdir -p ~/.claude/skills && cp -r "$T/library/specializations/devops-sre-platform/skills/generating-gcp-diagrams" ~/.claude/skills/a5c-ai-babysitter-generating-gcp-diagrams && rm -rf "$T"
library/specializations/devops-sre-platform/skills/generating-gcp-diagrams/SKILL.mdGCP DrawIO Diagram Generator
Generates professional DrawIO XML diagrams for Google Cloud Platform architectures.
Capabilities
- Extract - Analyze existing DrawIO XML files to identify GCP shapes, connections, and structure
- Identify - Recognize GCP service icons from architecture diagram images
- Generate - Create valid DrawIO XML from images or text descriptions
- Convert - Transform GCP architecture diagrams into editable DrawIO format
Quick Reference
GCP Shape Pattern
shape=mxgraph.gcp2.{service_name}
Note: GCP uses snake_case for shape names (e.g.,
cloud_run, cloud_sql, cloud_storage).
Icon Pattern: Unlike AWS, GCP uses a single icon pattern for all services — there is no service vs instance icon distinction. The same
shape=mxgraph.gcp2.{name} is used whether labeling the service itself ("Cloud Run") or a specific instance ("Cloud Run (API Handler)"). Differentiate by label text only.
Common GCP Services
| Service | Shape Code |
|---|---|
| Cloud Run | |
| BigQuery | |
| Cloud Storage | |
| Vertex AI | |
| Cloud Scheduler | |
| Apigee | |
| Pub/Sub | |
| Cloud SQL | |
| GKE | |
| Cloud Functions | |
GCP Container Types
| Container | Use Case |
|---|---|
| gcp_project | Main project boundary (two-cell pattern) |
| gcp_vpc_sc | VPC Service Controls perimeter (green border) |
| gcp_region | Regional grouping |
| gcp_zone | Zone grouping |
| logical_group_dashed | Logical grouping with dashed border |
| logical_group_solid | Solid border grouping |
| subnet | Subnet boundary |
| firewall_rules | Firewall rules grouping |
| instance_group | Instance group container |
Task 1: Analyze a DrawIO File
Use this workflow to extract and document all components from an existing DrawIO file.
Steps
- Read the file - Load the
XML file.drawio - Parse structure - Extract all
elements<mxCell> - Identify shapes - Find cells with
vertex="1" - Identify connections - Find cells with
edge="1" - Extract styles - Parse style strings for each element
- Map hierarchy - Build container/child relationships using
attributeparent - Generate report - Output findings in structured format
Input
- Path to
file.drawio
Output
Generate a Markdown report with:
# DrawIO Analysis Report ## Summary - Total shapes: X - Total connections: Y - Containers: Z ## Shape Inventory | ID | Label | Type | Position | Parent | |----|-------|------|----------|--------| | abc | Cloud Run | mxgraph.gcp2.cloud_run | (100,200) | vpc1 | ## Connection Matrix | From | To | Label | Type | |------|-----|-------|------| | Cloud Run | BigQuery | API | solid | ## Container Hierarchy - VPC-SC (vpc1) - Cloud Run (run1) - Cloud Run (run2) - BigQuery (bq1) ## Style Analysis ### Unique Shapes Found - mxgraph.gcp2.cloud_run (4 instances) - mxgraph.gcp2.bigquery (2 instances)
Task 2: Convert Image to DrawIO
Use this workflow to recreate a GCP architecture diagram from an image.
Steps
-
Analyze image - Identify all visual elements:
- GCP service icons (shape, color, label)
- Containers/boundaries (color, border style)
- Connections (solid, dashed, arrows)
- Labels and text
-
Map to library - For each identified element:
- Look up in
by visual signature or labelassets/gcp-icons.json - Match containers to
assets/containers.json - Note any unrecognized elements
- Look up in
-
Estimate layout - Determine positions:
- Identify container boundaries first
- Place icons within containers
- Estimate x,y coordinates and dimensions
- Standard icon size: 50x50 pixels
-
Generate XML - Build the DrawIO structure:
- Start with base template from
assets/templates/drawio-base.xml - Add containers first (they become parents)
- Add service icons with correct parent references
- Add connections between shapes
- Start with base template from
-
Create confidence report - Document accuracy:
- List all identified components
- Note any uncertain matches
- Flag potential issues
Input
- GCP architecture diagram image (PNG/JPG)
Output
- Valid
XML file.drawio - Confidence report (Markdown)
Confidence Report Format
# Conversion Confidence Report ## Overall Confidence: 85% ## Identified Components ### High Confidence (>90%) - Cloud Run x4 - Clear icon match - BigQuery x2 - Clear icon match - VPC-SC container - Green border, correct label ### Medium Confidence (70-90%) - Vertex AI Search - Icon similar, label confirms ### Low Confidence (<70%) - Unknown icon at position (300, 400) - Mapped to generic service ## Connection Accuracy - 12/14 connections clearly visible - 2 connections inferred from layout ## Notes - "Same Instance" dashed container identified - Bidirectional arrows on 3 connections
Task 3: Create DrawIO from Description
Use this workflow to generate a new GCP diagram from text specifications.
Steps
-
Parse requirements - Extract from description:
- Required GCP services
- Container/grouping needs
- Connection requirements
- Layout preferences
-
Select components - From libraries:
- Look up services in
assets/gcp-icons.json - Choose containers from
assets/containers.json - Select connection styles
- Look up services in
-
Plan layout - Design the arrangement:
- Determine canvas size
- Position containers first
- Arrange services logically (left-to-right data flow, top-to-bottom hierarchy)
- Standard spacing: 100px between 50x50 icons
-
Generate XML - Build the diagram:
- Use
as starting pointassets/templates/drawio-base.xml - Add elements in order: containers, services, connections
- Assign unique IDs to all elements
- Use
-
Validate - Check the output:
- All requested components present
- Connections reference valid IDs
- Layout is logical and readable
Input
- Text description of desired GCP architecture
Output
- Valid
XML file.drawio
Example Input
Create a GCP architecture with: - VPC-SC container - Cloud Scheduler triggering Cloud Run - Cloud Run connecting to BigQuery and Cloud Storage - Vertex AI Search connected to BigQuery
Example Output Structure
<mxfile ...> <diagram name="GCP Architecture"> <mxGraphModel ...> <root> <mxCell id="0" /> <mxCell id="1" parent="0" /> <!-- VPC-SC Container --> <mxCell id="vpc" value="VPC-SC" style="..." vertex="1" parent="1"> <mxGeometry x="50" y="50" width="700" height="400" /> </mxCell> <!-- Cloud Scheduler --> <mxCell id="sched" value="Cloud Scheduler" style="...mxgraph.gcp2.cloud_scheduler" vertex="1" parent="vpc"> <mxGeometry x="50" y="100" width="50" height="50" /> </mxCell> <!-- More shapes... --> <!-- Connections --> <mxCell id="conn1" edge="1" source="sched" target="run" style="..." /> </root> </mxGraphModel> </diagram> </mxfile>
Shape Library Reference
Looking Up a GCP Service
- Open
assets/gcp-icons.json - Search by
orservice_namerecognition_keywords - Use the
for complete stylingdrawio_shape.full_style - Or construct style using
shape=mxgraph.gcp2.{shape_name}
Service Coverage:
- 46 GCP services across 11 categories
- 40 exact matches, 6 fallback icons
- Categories: compute, database, storage, networking, ai_ml, integration, operations, api_management, data_analytics, devops, security
Note: 6 services use fallback icons (Workflows, Eventarc, Artifact Registry, Cloud Deploy, Secret Manager, Identity Platform) as they're newer services not yet in DrawIO's mxgraph.gcp2 stencil. See references/ICON-COMPATIBILITY.md for complete validation details.
GCP Service Categories
| Category | Services |
|---|---|
| compute | Cloud Run, Compute Engine, GKE, Cloud Functions, App Engine |
| database | BigQuery, Cloud SQL, Firestore, Spanner, Bigtable, Memorystore |
| storage | Cloud Storage, Filestore, Persistent Disk |
| networking | VPC, Load Balancing, CDN, DNS, Armor, Cloud NAT |
| ai_ml | Vertex AI, AI Platform, Vision, NLP, Speech-to-Text |
| integration | Pub/Sub, Cloud Tasks, Workflows, Eventarc, Scheduler |
| operations | Logging, Monitoring, Trace, Error Reporting |
| api_management | Apigee, API Gateway |
| data_analytics | Dataflow, Dataproc, Cloud Composer |
| devops | Cloud Build, Artifact Registry, Container Registry, Cloud Deploy |
| security | Cloud KMS, Secret Manager, Identity Platform |
Visual Best Practices (Summary)
For detailed visual design guidelines, see references/DIAGRAM-BEST-PRACTICES.md.
GCP Project Zone (Two-Cell Pattern)
The GCP Project container uses two cells, not one:
- Container cell: Plain rectangle with
and HTML valuefillColor=#F6F6F6;strokeColor=none;<b>Google </b>Cloud Platform - Logo child cell:
at 23x20px withshape=mxgraph.gcp2.google_cloud_platform
geometryrelative=1
See
assets/templates/node-template.xml for the exact template.
Font Colors
- Service icon labels:
(dark gray)fontColor=#424242 - GCP Project zone text:
fontColor=#717171 - VPC-SC container title:
(dark green)fontColor=#2E7D32 - Dashed group labels:
fontColor=#424242
Icon Spacing
- Icon size: 50x50 pixels
- Standard spacing: 100px between icons
- Container padding: 20-30px
Connection Labels
Always add these properties to labeled connections:
labelBackgroundColor=#FFFFFF;fontSize=10;fontColor=#333333;
Connection Best Practices
- Standard width:
for most connectionsstrokeWidth=1 - Thick width:
only for primary data paths (use sparingly - max 1-3 per diagram)strokeWidth=2 - Orthogonal routing:
for professional appearanceedgeStyle=orthogonalEdgeStyle - When 3+ connections cross same corridor: consolidate into single connection
XML Structure Quick Reference
For complete XML examples and detailed structure, see references/xml-examples.md.
The key building blocks:
- Shape:
with<mxCell id="..." value="Label" style="..." vertex="1" parent="1"><mxGeometry> - Connection:
<mxCell id="..." edge="1" source="..." target="..." style="..."> - Container: Shape with
in style; children setcontainer=1
to container IDparent - Root cells: Every diagram needs
and<mxCell id="0"/><mxCell id="1" parent="0"/>
For XML parsing and extraction techniques, see references/xml-parser-guide.md.
Troubleshooting
Icon Not Displaying
- Verify shape name matches exactly:
(underscore, not hyphen)mxgraph.gcp2.cloud_run - Check references/ICON-COMPATIBILITY.md for correct shape names
- Ensure
is presentvertex="1" - Check that
has valid width/height (50x50)<mxGeometry> - For Workflows/Eventarc, note these don't have exact icon matches in DrawIO's library
Connection Not Rendering
- Verify source and target IDs exist
- Ensure
is setedge="1" - Check that source/target shapes are vertices
Shapes Not Inside Container
- Set child's
attribute to container's IDparent - Ensure container has
in stylecontainer=1 - Position child coordinates relative to container (not absolute)
Label Not Showing
- Check
attribute is setvalue - Verify
is reasonable (11-14)fontSize - Ensure
is setfontColor=#424242
File Won't Open in DrawIO
- Validate XML structure (proper closing tags)
- Ensure
andid="0"
root cells existid="1" - Check for special characters in labels (use
for newlines)

Desktop Integration
After generating a
.drawio file, you can validate and preview it:
- Validate:
python scripts/validate-drawio.py output.drawio --verbose - Analyze:
python scripts/analyze-existing.py output.drawio --markdown - Validate Icons:
python scripts/validate-gcp-icons.py - Export PNG:
./scripts/export-diagram.sh output.drawio png - Open in DrawIO:
./scripts/open-diagram.sh output.drawio
Requires DrawIO Desktop. Install on macOS:
brew install drawio
Files in This Skill
| File | Purpose |
|---|---|
| This file - main instructions |
| Assets | |
| GCP service icon database (46 services) |
| GCP container and connection styles |
| Base XML template |
| Shape insertion template |
| Connection template |
| References | |
| Icon validation reference |
| Visual design and layout guidelines |
| Detailed XML parsing reference |
| Copy-paste XML examples |
| Positioning and layout guide |
| Style string reference |
| Scripts | |
| Validate .drawio XML structure |
| Validate GCP icon compatibility |
| Auto-fix icon shape names |
| Bulk fix icon references in .drawio files |
| Extract available shapes from DrawIO stencil |
| Extract shapes/connections from .drawio files |
| Export to PNG/PDF via DrawIO Desktop CLI |
| Open .drawio file in DrawIO Desktop |