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Example project-specific skill template based on a real production application.
Passed 21 of 22 test cases with the skill, and 10 of 22 without it.
and 10 more in the full report
11 fixed10 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
Provide the precise Google Cloud SDK command to deploy our FastAPI backend application to Google Cloud Run from the backend source root.
| Checked | Without skill | With skill |
|---|---|---|
| Uses the command gcloud run deploy backend --source . | Missed | Passed |
The instructions your model reads when the skill loads.
This is an example of a project-specific skill. Use this as a template for your own projects.
Based on a real production application: Zenith - AI-powered customer discovery platform.
Reference this skill when working on the specific project it's designed for. Project skills contain:
Tech Stack:
Services:
┌─────────────────────────────────────────────────────────────┐
│ Frontend │
│ Next.js 15 + TypeScript + TailwindCSS │
│ Deployed: Vercel / Cloud Run │
└─────────────────────────────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────────────────────┐
│ Backend │
│ FastAPI + Python 3.11 + Pydantic │
│ Deployed: Cloud Run │
test cases passed, vs 10 / 22 without
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