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Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-driven architecture with Pub/Sub.
Passed 18 of 22 test cases with the skill, and 16 of 22 without it.
and 1 more in the full report
3 fixed15 passed either way3 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
Provide the gcloud command to deploy a Node.js 20 event-driven function named 'process-uploads' that triggers whenever a file is finalized in the Google Cloud Storage bucket 'my-bucket'.
| Checked | Without skill | With skill |
|---|---|---|
| Includes the flag --trigger-event-filters with event type google.cloud.storage.object.v1.finalized. | Missed | Passed |
| Includes the flag --trigger-event-filters with bucket name my-bucket. | Missed | Passed |
| Includes the flag --gen2. | Passed | Passed |
The instructions your model reads when the skill loads.
Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-driven architecture with Pub/Sub.
Containerized web service on Cloud Run
When to use: Web applications and APIs,Need any runtime or library,Complex services with multiple endpoints,Stateless containerized workloads
# Dockerfile - Multi-stage build for smaller image
FROM node:20-slim AS builder
WORKDIR /app
COPY package*.json ./
RUN npm ci --only=production
FROM node:20-slim
WORKDIR /app
# Copy only production dependencies
COPY --from=builder /app/node_modules ./node_modules
COPY src ./src
COPY package.json ./
# Cloud Run uses PORT env variable
test cases passed, vs 16 / 22 without
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