feat(deploy-on-aws): add architecture diagram generation skill by MichaelWalker-git · Pull Request #84 · awslabs/agent-plugins

MichaelWalker-git · 2026-03-07T00:16:52Z

Summary

Adds a diagram skill to the deploy-on-aws plugin that generates architecture diagrams using the Python diagrams DSL
Replaces the aws-diagram-mcp-server (being deprecated in awslabs/mcp) with a lighter-weight skill that runs diagram code directly via the agent's Bash tool
Supports AWS (29 service categories), Kubernetes, on-premises, SaaS, flowcharts, and custom icons

What's included

File	Lines	Purpose
`skills/diagram/SKILL.md`	80	Core skill: workflows, critical rules, prerequisites, error handling
`references/dsl-syntax.md`	110	DSL syntax: Diagram/Cluster/Edge constructors, connections, provider import paths
`references/aws-services.md`	111	AWS service categories, common icons, 5 runnable examples
`references/non-aws-providers.md`	122	K8s, on-prem, flowchart providers, 4 runnable examples

Also updates:

plugin.json — adds diagram/architecture keywords, bumps to v1.2.0
marketplace.json — mirrors plugin.json updates
README.md — adds diagram trigger phrases to deploy-on-aws skill table

Prerequisites

The skill requires GraphViz and the Python diagrams package installed locally. SKILL.md documents install commands and error handling for missing dependencies.

Context

This is part of the deprecation plan for aws-diagram-mcp-server (awslabs/mcp#2597, #2598, #2599). The skill approach was chosen over keeping the MCP server because diagram generation is a write-then-run pattern that fits naturally into agent skills.

Test plan

Install plugin: claude --plugin-dir ./plugins/deploy-on-aws
Verify diagram skill auto-triggers on "draw an architecture diagram"
Generate AWS diagram from aws-services.md examples
Generate K8s diagram from non-aws-providers.md examples
Generate flowchart from non-aws-providers.md examples
Verify mise run build passes
Verify mise run lint:manifests passes
Verify mise run lint:cross-refs passes

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of the project license.

Add a diagram skill to the deploy-on-aws plugin that generates architecture diagrams using the Python diagrams DSL. This skill replaces the aws-diagram-mcp-server with a lighter-weight approach that runs diagram code directly via the agent's Bash tool. Includes: - Core SKILL.md with workflows, critical rules, and prerequisites - DSL syntax reference (Diagram, Cluster, Edge, all providers) - AWS service categories with 5 runnable examples - Non-AWS providers (K8s, on-prem, flowchart, custom) with 4 examples - Updated plugin.json and marketplace.json with diagram keywords

Copilot

Pull request overview

Adds a new diagram skill to the deploy-on-aws plugin to generate architecture diagrams via the Python diagrams DSL, and updates plugin/marketplace metadata and top-level docs to surface the new capability.

Changes:

Introduces plugins/deploy-on-aws/skills/diagram/SKILL.md with workflow, rules, and prerequisites for diagram generation.
Adds diagram DSL/provider reference docs with runnable examples (AWS and non-AWS).
Updates plugin metadata (plugin.json, marketplace.json) and root README.md to advertise the new skill and keywords/version bump.

Reviewed changes

Copilot reviewed 7 out of 7 changed files in this pull request and generated 6 comments.

Show a summary per file

File	Description
plugins/deploy-on-aws/skills/diagram/SKILL.md	New skill definition + workflow/rules/prereqs for generating diagrams.
plugins/deploy-on-aws/skills/diagram/references/dsl-syntax.md	DSL syntax reference (constructors, edges, clusters, patterns).
plugins/deploy-on-aws/skills/diagram/references/aws-services.md	AWS import categories + AWS-focused runnable examples.
plugins/deploy-on-aws/skills/diagram/references/non-aws-providers.md	Non-AWS provider categories + K8s/on-prem/flowchart/custom icon examples.
plugins/deploy-on-aws/.claude-plugin/plugin.json	Adds diagram-related keywords and bumps plugin version to 1.2.0.
.claude-plugin/marketplace.json	Mirrors plugin metadata updates (description/keywords/tags/version).
README.md	Adds diagram trigger phrases to the deploy-on-aws skill table.

plugins/deploy-on-aws/skills/diagram/SKILL.md

plugins/deploy-on-aws/skills/diagram/references/aws-services.md

plugins/deploy-on-aws/skills/diagram/references/dsl-syntax.md

plugins/deploy-on-aws/skills/diagram/references/non-aws-providers.md

- Remove "sequence diagrams" claim (diagrams DSL doesn't produce UML sequence diagrams, only flowchart-based process flows) - Standardize on python3 instead of python in workflow commands - Fix output verification to not assume PNG format - Use ALB import instead of ELB("ALB") to avoid icon/label mismatch - Replace urlretrieve with local icon file paths in custom node examples to avoid external network dependencies and untrusted content - Fix db_primary - [RDS()] list operator to use variable assignment (- operator works between nodes, not node-to-list)

Normalize markdown table column widths to pass dprint check.

Copilot

Pull request overview

Copilot reviewed 7 out of 7 changed files in this pull request and generated 3 comments.

plugins/deploy-on-aws/skills/diagram/references/dsl-syntax.md

plugins/deploy-on-aws/skills/diagram/SKILL.md

- Replace ELB("ALB") with ALB("ALB") in Clusters and Nested Clusters examples (was missed in first fix round) - Add .gitignore note for generated-diagrams/ output directory

Copilot

Pull request overview

Copilot reviewed 7 out of 7 changed files in this pull request and generated 4 comments.

plugins/deploy-on-aws/skills/diagram/references/non-aws-providers.md

plugins/deploy-on-aws/skills/diagram/references/dsl-syntax.md

Update the Diagram() constructor reference snippet to use generated-diagrams/ as the filename path, matching the skill's critical rules and other examples.

Copilot

Pull request overview

Copilot reviewed 7 out of 7 changed files in this pull request and generated 3 comments.

plugins/deploy-on-aws/skills/diagram/SKILL.md

plugins/deploy-on-aws/skills/diagram/references/dsl-syntax.md

- Clarify PNG is default output format, not the only format - Fix invalid Edge() placeholder syntax with a real example - Remove unused Lambda import from basic structure example

Copilot

Pull request overview

Copilot reviewed 7 out of 7 changed files in this pull request and generated 3 comments.

plugins/deploy-on-aws/skills/diagram/references/dsl-syntax.md

plugins/deploy-on-aws/skills/diagram/references/non-aws-providers.md

plugins/deploy-on-aws/skills/diagram/SKILL.md

- Wrap Diagram constructor in context manager so snippet is runnable - Fix mixed >> << operators in on-prem example to use consistent >> - Use python3 -m pip install for consistency with python3 workflow

Copilot

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plugins/deploy-on-aws/skills/diagram/references/aws-services.md

plugins/deploy-on-aws/skills/diagram/SKILL.md

plugins/deploy-on-aws/skills/diagram/references/non-aws-providers.md

plugins/deploy-on-aws/skills/diagram/SKILL.md

plugins/deploy-on-aws/skills/diagram/references/dsl-syntax.md

plugins/deploy-on-aws/skills/diagram/SKILL.md

krokoko · 2026-03-19T17:00:33Z

Diagram titles and node labels pass through to GraphViz. When outputting SVG, unsanitized user input with HTML/script tags could become an XSS vector if the SVG is later served on a web page. The skill provides no input sanitization guidance.

plugins/deploy-on-aws/skills/diagram/SKILL.md

plugins/deploy-on-aws/skills/diagram/references/dsl-syntax.md

- Remove Redshift from database category (only exists in analytics) - Clarify TB direction is a skill convention, not the library default - Move Namespace to k8s.group, add LimitRange/Limits to clusterconfig - Add SVG sanitization guidance to prevent XSS via unsanitized labels Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Copilot

Pull request overview

Copilot reviewed 7 out of 7 changed files in this pull request and generated 3 comments.

plugins/deploy-on-aws/skills/diagram/references/dsl-syntax.md

plugins/deploy-on-aws/skills/diagram/references/aws-services.md

plugins/deploy-on-aws/skills/diagram/references/non-aws-providers.md

scottschreckengaust · 2026-03-19T18:29:17Z

Code review

Found 3 issues:

Predefined class does not exist in diagrams.programming.flowchart -- the correct class name is PredefinedProcess. The Flowchart Shapes reference block and the "Order Processing Flow" example both use Predefined, which will produce ImportError when an agent runs the generated code.

agent-plugins/plugins/deploy-on-aws/skills/diagram/references/non-aws-providers.md

Lines 37 to 40 in ddf99d3

    
               Predefined,      # Double-border rectangle -- predefined process 
        
               Delay,           # Half-oval -- wait/delay 
        
           ) 
        
           ```

agent-plugins/plugins/deploy-on-aws/skills/diagram/references/non-aws-providers.md

Lines 58 to 69 in ddf99d3

    
           from diagrams import Diagram 
        
           from diagrams.programming.flowchart import Action, Decision, Delay, InputOutput, Predefined 
        
           with Diagram("Order Processing", show=False, filename="generated-diagrams/flow"): 
        
               start = Predefined("Start") 
        
               order = InputOutput("Order Received") 
        
               check = Decision("In Stock?") 
        
               process = Action("Process Order") 
        
               wait = Delay("Backorder") 
        
               ship = Action("Ship Order") 
        
               end = Predefined("End") 
        
               start >> order >> check

Fluentd class does not exist in diagrams.onprem.logging (or anywhere in the diagrams library). The On-Premises Categories table and the "On-Premises with Colored Edges" example use Fluentd, which will fail with ImportError. The closest available class is FluentBit.

agent-plugins/plugins/deploy-on-aws/skills/diagram/references/non-aws-providers.md

Lines 23 to 25 in ddf99d3

    
           | `onprem.logging`    | Fluentd, Loki                         | 
        
           | `onprem.queue`      | Kafka, RabbitMQ, Celery               | 
        
           | `onprem.network`    | Nginx, HAProxy, Traefik               |

agent-plugins/plugins/deploy-on-aws/skills/diagram/references/non-aws-providers.md

Lines 80 to 98 in ddf99d3

    
           from diagrams.onprem.inmemory import Redis 
        
           from diagrams.onprem.logging import Fluentd 
        
           from diagrams.onprem.monitoring import Grafana, Prometheus 
        
           from diagrams.onprem.network import Nginx 
        
           from diagrams.onprem.queue import Kafka 
        
           with Diagram("On-Prem Service", show=False, filename="generated-diagrams/onprem"): 
        
               ingress = Nginx("ingress") 
        
               metrics = Prometheus("metric") 
        
               metrics << Edge(color="firebrick", style="dashed") << Grafana("monitoring") 
        
               with Cluster("Service Cluster"): 
        
                   grpcsvc = [Server("grpc1"), Server("grpc2"), Server("grpc3")] 
        
               with Cluster("Sessions HA"): 
        
                   primary = Redis("session") 
        
                   primary - Edge(color="brown", style="dashed") - Redis("replica") 
        
                   grpcsvc >> Edge(color="brown") >> primary 
        
               with Cluster("Database HA"): 
        
                   db = PostgreSQL("users") 
        
                   db - Edge(color="brown", style="dotted") - PostgreSQL("replica")

Four incorrect class names in the AWS Service Categories table will cause ImportError: DynamoDB should be Dynamodb, EventBridge should be Eventbridge, CloudWatch should be Cloudwatch, CloudFormation should be Cloudformation. The diagrams library uses single-capital naming for these classes.

agent-plugins/plugins/deploy-on-aws/skills/diagram/references/aws-services.md

Lines 8 to 12 in ddf99d3

    
           | `compute`     | `diagrams.aws.compute`     | EC2, Lambda, ECS, EKS, Fargate, Batch                 | 
        
           | `database`    | `diagrams.aws.database`    | RDS, Aurora, DynamoDB, ElastiCache, Redshift, Neptune | 
        
           | `integration` | `diagrams.aws.integration` | SQS, SNS, StepFunctions, EventBridge, MQ              | 
        
           | `management`  | `diagrams.aws.management`  | CloudWatch, CloudFormation, SystemsManager            | 
        
           | `ml`          | `diagrams.aws.ml`          | Sagemaker, Rekognition, Comprehend, Bedrock           |

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PR-84-ddf99d31.md

…to examples Critical fixes (would cause ImportError): - Predefined -> PredefinedProcess (diagrams.programming.flowchart) - Fluentd -> Fluentbit (diagrams.onprem.logging) - DynamoDB -> Dynamodb (diagrams.aws.database) - EventBridge -> Eventbridge (diagrams.aws.integration) - CloudWatch -> Cloudwatch, CloudFormation -> Cloudformation (diagrams.aws.management) Important fixes: - Add direction="TB" to all examples missing it (skill convention) - Fix misleading flow direction comments in dsl-syntax.md - Fix AWS category count from 29 to 26 - Update README plugin description to mention diagram generation Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

…mments - Add import allowlist: ONLY diagrams.* modules, never os/subprocess/etc. - Add safe file path rule for Custom nodes (no absolute/traversal paths) - Pin diagrams version range (>=0.23,<1.0), suggest venv, add sudo warning - Expand error handling: syntax errors, runtime errors, empty output - Make Clusters and Nested Clusters snippets fully runnable with imports Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Copilot

Pull request overview

Copilot reviewed 7 out of 7 changed files in this pull request and generated 2 comments.

Copilot · 2026-03-19T19:18:08Z

plugins/deploy-on-aws/skills/diagram/SKILL.md

+
+Generate architecture diagrams using the Python [diagrams](https://diagrams.mingrammer.com/) package. Write a Python script, run it, and produce an image (PNG by default).
+
+Supports AWS (26 service categories), Kubernetes, on-premises, GCP, SaaS, and custom icons via the `diagrams` DSL.


The PR description says the diagram skill supports AWS "29 service categories", but the skill docs and references currently state/list 26 categories. Please reconcile the number either by updating the docs (if 29 is correct) or adjusting the PR description so they match to avoid confusion for users/maintainers.

Copilot · 2026-03-19T19:18:09Z

plugins/deploy-on-aws/skills/diagram/SKILL.md

+- Use `Cluster()` to group related resources (VPCs, subnets, namespaces)
+- Use `Edge(label="HTTPS", color="darkgreen", style="dashed")` for labeled or styled connections
+- **SVG sanitization**: When using `outformat="svg"`, sanitize all diagram titles, node labels, and edge labels — strip HTML tags and special characters (`<`, `>`, `&`, `"`, `'`) before passing them to the `diagrams` DSL. Unsanitized input rendered as SVG can become an XSS vector if served on a web page.
+- **Import allowlist**: ONLY import from `diagrams.*` modules. NEVER import `os`, `sys`, `subprocess`, `shutil`, `socket`, `requests`, `urllib`, or any non-diagrams module. Before executing, review the generated script to confirm it contains ONLY diagrams DSL code.


The "Import allowlist" rule says to only import from diagrams.* modules, but all examples (and typical usage) require from diagrams import Diagram, Cluster, Edge. As written, this rule would incorrectly reject valid scripts. Consider rewording to allow imports from the diagrams package (both diagrams and diagrams.*) while still forbidding non-diagrams modules.

Suggested change

- **Import allowlist**: ONLY import from `diagrams.*` modules. NEVER import `os`, `sys`, `subprocess`, `shutil`, `socket`, `requests`, `urllib`, or any non-diagrams module. Before executing, review the generated script to confirm it contains ONLY diagrams DSL code.

- **Import allowlist**: ONLY import from the `diagrams` package (e.g., `import diagrams`, `from diagrams import Diagram, Cluster, Edge`, or `from diagrams.aws.compute import EC2`). NEVER import `os`, `sys`, `subprocess`, `shutil`, `socket`, `requests`, `urllib`, or any non-diagrams module. Before executing, review the generated script to confirm it contains ONLY diagrams DSL code.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

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style(deploy-on-aws): fix dprint markdown table formatting

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Normalize markdown table column widths to pass dprint check.

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chore: trigger CI re-run

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fix(deploy-on-aws): fix remaining review comments on diagram skill

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- Replace ELB("ALB") with ALB("ALB") in Clusters and Nested Clusters examples (was missed in first fix round) - Add .gitignore note for generated-diagrams/ output directory

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fix(deploy-on-aws): use generated-diagrams/ path in constructor example

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Update the Diagram() constructor reference snippet to use generated-diagrams/ as the filename path, matching the skill's critical rules and other examples.

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- Clarify PNG is default output format, not the only format - Fix invalid Edge() placeholder syntax with a real example - Remove unused Lambda import from basic structure example

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- Wrap Diagram constructor in context manager so snippet is runnable - Fix mixed >> << operators in on-prem example to use consistent >> - Use python3 -m pip install for consistency with python3 workflow

krokoko added 2 commits March 11, 2026 13:51

Merge branch 'main' into feat/diagram-skill

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Merge branch 'main' into feat/diagram-skill

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fix(lint): format markdown tables with dprint

04601f1

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>


		Generate architecture diagrams using the Python [diagrams](https://diagrams.mingrammer.com/) package. Write a Python script, run it, and produce an image (PNG by default).

		Supports AWS (26 service categories), Kubernetes, on-premises, GCP, SaaS, and custom icons via the `diagrams` DSL.

	- Import allowlist: ONLY import from `diagrams.*` modules. NEVER import `os`, `sys`, `subprocess`, `shutil`, `socket`, `requests`, `urllib`, or any non-diagrams module. Before executing, review the generated script to confirm it contains ONLY diagrams DSL code.
	- Import allowlist: ONLY import from the `diagrams` package (e.g., `import diagrams`, `from diagrams import Diagram, Cluster, Edge`, or `from diagrams.aws.compute import EC2`). NEVER import `os`, `sys`, `subprocess`, `shutil`, `socket`, `requests`, `urllib`, or any non-diagrams module. Before executing, review the generated script to confirm it contains ONLY diagrams DSL code.

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MichaelWalker-git commented Mar 7, 2026 •

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scottschreckengaust commented Mar 19, 2026 •

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