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.claude/skills/c4-container/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | — | — |
| case-10 | ✗→✓ | ▲ Improved | — | — |
| case-07 | ✗→✓ | ▲ Improved | — | — |
| case-05 | ✗→✓ | ▲ Improved | — | — |
| case-11 | ✗→✓ | ▲ Improved | — | — |
resources/implementation-playbook.md.Detailed description of what this container does and how it's deployed]
This container deploys the following components:
GET /api/resource - Description]POST /api/resource - Description]Use proper Mermaid C4Container syntax:
mermaidC4Container title Container Diagram for [System Name] Person(user, "User", "Uses the system") System_Boundary(system, "System Name") { Container(webApp, "Web Application", "Spring Boot, Java", "Provides web interface") Container(api, "API Application", "Node.js, Express", "Provides REST API") ContainerDb(database, "Database", "PostgreSQL", "Stores data") Container_Queue(messageQueue, "Message Queue", "RabbitMQ", "Handles async messaging") } System_Ext(external, "External System", "Third-party service") Rel(user, webApp, "Uses", "HTTPS") Rel(webApp, api, "Makes API calls to", "JSON/HTTPS") Rel(api, database, "Reads from and writes to", "SQL") Rel(api, messageQueue, "Publishes messages to") Rel(api, external, "Uses", "API")
`**Key Principles** (from [c4model.com](https://c4model.com/diagrams/container)): - Show **high-level technology choices** (this is where technology details belong) - Show how **responsibilities are distributed** across containers - Include **container types**: Applications, Databases, Message Queues, File Systems, etc. - Show **communication protocols** between containers - Include **external systems** that containers interact with
For each container API, create an OpenAPI/Swagger specification:
yamlopenapi: 3.1.0 info: title: [Container Name] API description: [API description] version: 1.0.0 servers: - url: https://api.example.com description: Production server paths: /api/resource: get: summary: [Operation summary] description: [Operation description] parameters: - name: param1 in: query schema: type: string responses: '200': description: [Response description] content: application/json: schema: type: object
When synthesizing containers, provide:
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-10 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-03 | pass→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-07 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-05 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-20 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-08 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-11 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-12 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-22 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-04 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-17 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-02 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-06 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-19 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-15 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-09 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-13 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-14 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-16 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-18 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-21 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of +59 percentage points is the difference between those two pass rates over the 22 comparable cases.
The per-case answers from this run were removed by the retention sweep, so the case table below shows the verdicts without the text either arm produced. The counts above were recorded at the time and are unaffected. Answers are now kept for 180 days.
Other measured skills in the registry, with their headline benchmark lift.