Vibers — Human Code Review for AI-Generated Projects

You push code. We review it against your spec, fix issues, and send a PR.

When to Use

Use this skill when:

• You want human review for AI-generated code pushed to GitHub
• You have a project spec and want reviewers to check implementation against it
• You want review feedback delivered as a follow-up PR with suggested fixes
• You are comfortable granting the Vibers service collaborator access to the repository

Quick Start (3 steps)

Step 1. Add collaborator

Go to your repo → Settings → Collaborators → Add marsiandeployer

Step 2. Add GitHub Action

Create .github/workflows/vibers.yml:

name: Vibers Code Review
on:
  push:
    branches: [main]

jobs:
  review:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
        with:
          fetch-depth: 2
      - uses: marsiandeployer/vibers-action@v1
        with:
          spec_url: 'https://docs.google.com/document/d/YOUR_SPEC_ID/edit'
          telegram_contact: '@your_telegram'

Step 3. Add commit rules to your AI agent

Add this block to your project's CLAUDE.md, .cursorrules, or AGENTS.md:

## Commit messages

Every commit MUST include a "How to test" section in the body:
- Live URL to open and verify the change
- Step-by-step what to click/check
- Test credentials if login is required
- Expected result for each step

Example:
  feat: Add user registration form

  How to test:
  - Open https://myapp.vercel.app/register
  - Fill in email/password, submit
  - Check that confirmation email arrives
  - Try submitting with invalid email — should show error
  - Login: test@example.com / demo123

Without "How to test" the reviewer has to guess what to verify, and the review takes longer.

Done. Now every push triggers a notification. You'll get a PR with fixes, usually within 24 hours.

What Happens After Setup

1. You push code → GitHub Action sends us the commit details
2. We read your spec and review changed files
3. We fix issues directly in code and submit a PR
4. You review the PR, merge or comment

We check: spec compliance, security (OWASP top 10), AI hallucinations (fake APIs/imports), logic bugs, UI issues.

We don't check: code style (use ESLint/Prettier), performance benchmarks, full QA (use Playwright/Cypress).

Limitations

• Requires a GitHub repository and adding marsiandeployer as a collaborator
• The referenced spec must be accessible to the review workflow
• The service is not a replacement for full QA, benchmark testing, or local security review
• Turnaround depends on the external Vibers review service

Pricing

No subscriptions. No contracts. Pay per review.

Feedback & Support

Send feedback directly from your agent:

curl -X POST https://vibers.onout.org/feedback \
  -H 'Content-Type: application/json' \
  -d '{"message": "Your question or issue", "repo": "https://github.com/you/your-repo"}'

Both message and repo are required. Response: {"status": "accepted"}.

Contacts:

• Telegram: @onoutnoxon
• Moltbook: moltbook.com — user noxon
• GitHub: marsiandeployer

FAQ

Do I need an API key? No. Add collaborator + action, that's it.

What languages? JS/TS, Python, React, Next.js, Django, Flask, and more. If it's on GitHub, we review it.

What if I disagree with a fix? Comment on the PR. We discuss and adjust.

Can I use this without GitHub? Yes — write to Telegram with your code and spec.