From Empty Folder to First Quality Score in 10 Minutes
If you are trying Gravio for the first time, speed matters. You want value fast, and you do not want onboarding confusion around project naming, repeated auth steps, or token placeholders.
This guide gives you the practical path from empty folder to first score.
The 3-Step Reality
A lot of tools overcomplicate onboarding. Gravio works best when you keep it simple:
- Download CLI and run setup once.
- Authorize the folder once with your user API key.
- Run a local scan.
That is it.
Step 1: Download CLI and Setup
Windows:
Invoke-WebRequest https://gravio.dev/cli/gravio.mjs -OutFile gravio.mjs
node gravio.mjs --setup --target .
macOS/Linux:
curl -fsSL https://gravio.dev/cli/gravio.mjs -o gravio.mjs
node gravio.mjs --setup --target .
This prepares the folder so later scans are consistent.
Step 2: Authorize the Folder Once
node gravio.mjs --authorize --target . --project <name> --server https://gravio.dev --api-key <YOUR_USER_KEY>
Important details:
- API key is user-bound, not project-bound.
- Authorization is one-time per folder, not every scan.
- If the key auto-fill placeholder appears, hard-refresh while signed in.
Step 3: Run the First Scan
node gravio.mjs --once --target .
What happens:
- If this is a new project, Gravio creates it automatically.
- If the project already exists, it appends a new run.
- In cloud-only encrypted mode, you do not get a local plaintext scorecard file.
Common Setup Mistakes
Mistake 1: Treating project naming as a separate onboarding phase
It is not. First scan handles creation flow automatically.
Mistake 2: Re-authorizing on each scan
Authorization is folder-level setup. Repeating it adds noise and confusion.
Mistake 3: Debugging the wrong issue when token placeholder appears
Usually the fix is session state in browser, not CLI syntax.
What to Do After the First Score
Once you have your first run, do two things:
- Establish a recurring scan cadence.
- Decide how score thresholds should affect release confidence.
To understand why recurring scans matter, read Why AI Agent Output Quality Drifts Over Time.
To operationalize thresholds in pipelines, read The New CI Gate: Failing Builds on Agent Quality.
Why Fast Onboarding Is Strategic
Teams adopt what feels reliable and low-friction. A clear first-run experience turns quality tooling from "nice to have" into team habit.
Then habit becomes policy.
If you are evaluating Gravio from a security perspective, also read Zero-Knowledge AI Quality: How Gravio Scores Agents Without Seeing Your Code.
Do you want to join Gravio as a beta tester or support as an open source contributor? Simply sign up on gravio.dev and email me, I will convert your account to pro.
I write about enterprise AI and transformation from inside the work, not from the sidelines. New posts in your inbox when they're worth saying.
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