vibe-deploy — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited vibe-deploy (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Prepares your project for deployment — config files, source patches, env vars, database provisioning, worker services, and a human checklist. Deployment itself is manual. Everything before that is automated.
| Trigger | Platform | Best for | Database |
|---|---|---|---|
deploy: railway | Railway | Full-stack, multi-service, APIs | PostgreSQL plugin |
deploy: render | Render | Full-stack, background workers | PostgreSQL service |
deploy: fly | Fly.io | Containers, globally distributed | Fly Postgres |
deploy: heroku | Heroku | Full-stack, legacy projects | Heroku Postgres add-on |
deploy: vercel | Vercel | Next.js, frontend, serverless | External only |
deploy: netlify | Netlify | Static, JAMstack, serverless functions | External only |
deploy: github-pages | GitHub Pages | Static sites only | None |
Read the project to understand what is being deployed:
# Detect package managers and frameworks
cat package.json 2>/dev/null
cat requirements.txt 2>/dev/null
cat pyproject.toml 2>/dev/null
cat Dockerfile 2>/dev/null
# Detect framework-specific files
ls next.config.js next.config.ts 2>/dev/null
ls manage.py 2>/dev/null
ls main.py app.py 2>/dev/null
ls vite.config.js vite.config.ts 2>/dev/null
# Detect service directories
ls -la 2>/dev/null
# Read vibe context if available
cat vibe/ARCHITECTURE.md 2>/dev/null
cat CLAUDE.md 2>/dev/null
# Check for existing deploy configs
ls railway.json render.yaml fly.toml Procfile vercel.json netlify.toml 2>/dev/null
ls .github/workflows/ 2>/dev/nullIdentify:
uvicorn, gunicorn, manage.pypackage.json scripts and dependencies$PORT or hardcoded?GET /health exist?* or localhost?Ask the user once before proceeding:
"Do you want a GitHub Actions workflow for automatic deployment to [platform] on push to main? · Yes — generates .github/workflows/deploy-[platform].yml · No — manual deployment only"Wait for answer. Then proceed with full generation.
Patch existing source files to be production-ready. Do not rewrite files — surgical edits only. Report every file changed and what was changed.
FastAPI / Python: Find uvicorn.run(...) or the startup command and ensure it uses $PORT:
# Before
uvicorn.run("main:app", host="0.0.0.0", port=8000)
# After
import os
port = int(os.environ.get("PORT", 8000))
uvicorn.run("main:app", host="0.0.0.0", port=port)If using a Procfile or start command (not uvicorn.run in code), patch the command instead:
web: uvicorn main:app --host 0.0.0.0 --port $PORTExpress / Node:
// Before
app.listen(3000)
// After
const PORT = process.env.PORT || 3000
app.listen(PORT)Next.js: Next.js reads PORT automatically — no patch needed.
Django:
# Procfile / start command
web: gunicorn myapp.wsgi --bind 0.0.0.0:$PORTIf GET /health does not exist, add it to the main app file.
FastAPI:
@app.get("/health")
async def health():
return {"status": "ok"}Express:
app.get('/health', (req, res) => res.json({ status: 'ok' }))Django: Add to urls.py:
from django.http import JsonResponse
path('health/', lambda r: JsonResponse({'status': 'ok'})),Next.js: Create app/api/health/route.ts:
export async function GET() {
return Response.json({ status: 'ok' })
}Replace hardcoded * or localhost with FRONTEND_URL env var.
FastAPI:
# Before
origins = ["*"]
# or
origins = ["http://localhost:3000"]
# After
import os
origins = [os.environ.get("FRONTEND_URL", "http://localhost:3000")]Express:
// Before
app.use(cors({ origin: '*' }))
// After
app.use(cors({ origin: process.env.FRONTEND_URL || 'http://localhost:3000' }))Django: Update CORS_ALLOWED_ORIGINS in settings:
CORS_ALLOWED_ORIGINS = [os.environ.get("FRONTEND_URL", "http://localhost:3000")]Append migration to the start command so it runs automatically on each deploy.
Alembic (FastAPI/Python):
web: alembic upgrade head && uvicorn main:app --host 0.0.0.0 --port $PORTDjango:
web: python manage.py migrate && gunicorn myapp.wsgi --bind 0.0.0.0:$PORTPrisma (Node):
web: npx prisma migrate deploy && node server.jsKnex (Node):
web: npx knex migrate:latest && node server.jsIf a worker or cron service is detected, identify the entry point and add it as a separate service in the platform config. Do not patch the worker source — just configure it correctly in the deployment files.
railway.jsonSingle file at repo root. Covers all services. Non-secret env vars inlined per service. Secrets get placeholder comments. DATABASE_URL linked via Railway's internal reference syntax.
{
"$schema": "https://railway.app/railway.schema.json",
"build": {
"builder": "NIXPACKS"
},
"services": {
"backend": {
"source": {
"repo": ".",
"rootDirectory": "backend"
},
"build": {
"buildCommand": "pip install -r requirements.txt"
},
"deploy": {
"startCommand": "alembic upgrade head && uvicorn main:app --host 0.0.0.0 --port $PORT",
"healthcheckPath": "/health",
"healthcheckTimeout": 30,
"restartPolicyType": "ON_FAILURE",
"restartPolicyMaxRetries": 3
},
"variables": {
"ENVIRONMENT": "production",
"FRONTEND_URL": "${{web.RAILWAY_PUBLIC_DOMAIN}}",
"DATABASE_URL": "${{Postgres.DATABASE_URL}}",
"PORT": "8000"
}
},
"web": {
"source": {
"repo": ".",
"rootDirectory": "web"
},
"build": {
"buildCommand": "npm install && npm run build"
},
"deploy": {
"startCommand": "npm run start",
"healthcheckPath": "/api/health",
"healthcheckTimeout": 30
},
"variables": {
"NODE_ENV": "production",
"NEXT_PUBLIC_API_URL": "${{backend.RAILWAY_PUBLIC_DOMAIN}}"
}
}
}
}Worker service (add if detected):
"worker": {
"source": { "repo": ".", "rootDirectory": "backend" },
"deploy": {
"startCommand": "celery -A app.celery worker --loglevel=info"
},
"variables": {
"DATABASE_URL": "${{Postgres.DATABASE_URL}}"
}
}Cron service (add if detected):
"cron": {
"source": { "repo": ".", "rootDirectory": "backend" },
"deploy": {
"startCommand": "python -m app.cron",
"cronSchedule": "0 * * * *"
},
"variables": {
"DATABASE_URL": "${{Postgres.DATABASE_URL}}",
"CRON_SECRET": "set-in-dashboard"
}
}render.yamlSingle file at repo root. Multi-service blueprint. fromDatabase links DATABASE_URL automatically. generateValue: true for auto-generated secrets.
databases:
- name: [project]-db
databaseName: [project]
user: [project]
plan: free
services:
- type: web
name: [project]-backend
runtime: python
rootDir: backend
buildCommand: pip install -r requirements.txt
startCommand: alembic upgrade head && uvicorn main:app --host 0.0.0.0 --port $PORT
healthCheckPath: /health
envVars:
- key: ENVIRONMENT
value: production
- key: DATABASE_URL
fromDatabase:
name: [project]-db
property: connectionString
- key: JWT_SECRET
generateValue: true
- key: CRON_SECRET
generateValue: true
- key: FRONTEND_URL
sync: false # set in dashboard — Railway web URL not known at config time
- key: GEMINI_API_KEY
sync: false # set in dashboard
- key: OPENWEATHER_API_KEY
sync: false # set in dashboard
- type: web
name: [project]-web
runtime: node
rootDir: web
buildCommand: npm install && npm run build
startCommand: npm run start
healthCheckPath: /api/health
envVars:
- key: NODE_ENV
value: production
- key: NEXT_PUBLIC_API_URL
sync: false # set to backend URL after first deploy
- type: worker
name: [project]-worker
runtime: python
rootDir: backend
buildCommand: pip install -r requirements.txt
startCommand: celery -A app.celery worker --loglevel=info
envVars:
- key: DATABASE_URL
fromDatabase:
name: [project]-db
property: connectionStringfly.toml per serviceFly deploys one app per toml. Generate one per service directory.
`backend/fly.toml`:
app = "[project]-backend"
primary_region = "bom" # Mumbai — closest to India
[build]
[env]
ENVIRONMENT = "production"
PORT = "8080"
[http_service]
internal_port = 8080
force_https = true
auto_stop_machines = true
auto_start_machines = true
min_machines_running = 0
[[http_service.checks]]
grace_period = "10s"
interval = "30s"
method = "GET"
path = "/health"
timeout = "5s"
[[vm]]
cpu_kind = "shared"
cpus = 1
memory_mb = 512
[deploy]
release_command = "alembic upgrade head"`web/fly.toml`:
app = "[project]-web"
primary_region = "bom"
[build]
[env]
NODE_ENV = "production"
[http_service]
internal_port = 3000
force_https = true
auto_stop_machines = true
auto_start_machines = true
min_machines_running = 0
[[http_service.checks]]
grace_period = "10s"
interval = "30s"
method = "GET"
path = "/api/health"
timeout = "5s"
[[vm]]
cpu_kind = "shared"
cpus = 1
memory_mb = 512Dockerfile — generate if not present. Detect stack and generate minimal production Dockerfile:
FastAPI example:
FROM python:3.12-slim
WORKDIR /app
COPY requirements.txt .
RUN pip install --no-cache-dir -r requirements.txt
COPY . .
EXPOSE 8080
CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "8080"]Procfile + app.json`Procfile` (root):
web: alembic upgrade head && uvicorn main:app --host 0.0.0.0 --port $PORT
worker: celery -A app.celery worker --loglevel=info`app.json` (root):
{
"name": "[project]",
"description": "[project description from BRIEF.md]",
"repository": "",
"addons": [
{
"plan": "heroku-postgresql:mini"
}
],
"env": {
"ENVIRONMENT": {
"value": "production"
},
"JWT_SECRET": {
"description": "Secret key for JWT signing",
"generator": "secret"
},
"FRONTEND_URL": {
"description": "URL of the frontend web app",
"required": true
},
"GEMINI_API_KEY": {
"description": "Google Gemini API key — get from aistudio.google.com",
"required": false
}
},
"formation": {
"web": { "quantity": 1, "size": "eco" },
"worker": { "quantity": 1, "size": "eco" }
},
"buildpacks": [
{ "url": "heroku/python" }
]
}vercel.jsonFrontend only. Generated at web service root or repo root.
{
"framework": "nextjs",
"buildCommand": "npm run build",
"outputDirectory": ".next",
"installCommand": "npm install",
"rewrites": [
{
"source": "/api/:path*",
"destination": "https://[backend-url]/api/:path*"
}
],
"headers": [
{
"source": "/(.*)",
"headers": [
{ "key": "X-Content-Type-Options", "value": "nosniff" },
{ "key": "X-Frame-Options", "value": "DENY" },
{ "key": "X-XSS-Protection", "value": "1; mode=block" }
]
}
],
"env": {
"NEXT_PUBLIC_API_URL": "@next_public_api_url"
}
}For static React/Vite (no SSR):
{
"buildCommand": "npm run build",
"outputDirectory": "dist",
"rewrites": [{ "source": "/(.*)", "destination": "/index.html" }]
}netlify.toml[build]
command = "npm run build"
publish = "dist" # or "out" for Next.js static export
functions = "netlify/functions"
[build.environment]
NODE_VERSION = "20"
NODE_ENV = "production"
[[redirects]]
from = "/*"
to = "/index.html"
status = 200
[[headers]]
for = "/*"
[headers.values]
X-Frame-Options = "DENY"
X-XSS-Protection = "1; mode=block"
X-Content-Type-Options = "nosniff"
Cache-Control = "public, max-age=0, must-revalidate"
[[headers]]
for = "/assets/*"
[headers.values]
Cache-Control = "public, max-age=31536000, immutable".github/workflows/deploy.ymlStatic export only. Generates the workflow even if user said no to GitHub Actions (GitHub Pages requires a workflow — it's how it deploys).
name: Deploy to GitHub Pages
on:
push:
branches: [main]
workflow_dispatch:
permissions:
contents: read
pages: write
id-token: write
concurrency:
group: pages
cancel-in-progress: false
jobs:
build:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: actions/setup-node@v4
with:
node-version: 20
cache: npm
- run: npm install
- run: npm run build
env:
NEXT_PUBLIC_API_URL: ${{ secrets.NEXT_PUBLIC_API_URL }}
- uses: actions/upload-pages-artifact@v3
with:
path: ./out # or dist for Vite
deploy:
environment:
name: github-pages
url: ${{ steps.deployment.outputs.page_url }}
runs-on: ubuntu-latest
needs: build
steps:
- uses: actions/deploy-pages@v4
id: deploymentGenerate .github/workflows/deploy-[platform].yml. Skip for Vercel and Netlify (they handle CI/CD natively — a workflow is unnecessary). For GitHub Pages, the workflow is always generated regardless of this answer (it's required).
name: Deploy to Railway
on:
push:
branches: [main]
jobs:
deploy:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: actions/setup-node@v4
with:
node-version: 20
- run: npm install -g @railway/cli
- run: railway up --service backend
env:
RAILWAY_TOKEN: ${{ secrets.RAILWAY_TOKEN }}
- run: railway up --service web
env:
RAILWAY_TOKEN: ${{ secrets.RAILWAY_TOKEN }}name: Deploy to Render
on:
push:
branches: [main]
jobs:
deploy:
runs-on: ubuntu-latest
steps:
- name: Trigger Render Deploy — backend
run: |
curl -X POST "${{ secrets.RENDER_BACKEND_DEPLOY_HOOK }}"
- name: Trigger Render Deploy — web
run: |
curl -X POST "${{ secrets.RENDER_WEB_DEPLOY_HOOK }}"name: Deploy to Fly.io
on:
push:
branches: [main]
jobs:
deploy-backend:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: superfly/flyctl-actions/setup-flyctl@master
- run: flyctl deploy --config backend/fly.toml --remote-only
env:
FLY_API_TOKEN: ${{ secrets.FLY_API_TOKEN }}
deploy-web:
runs-on: ubuntu-latest
needs: deploy-backend
steps:
- uses: actions/checkout@v4
- uses: superfly/flyctl-actions/setup-flyctl@master
- run: flyctl deploy --config web/fly.toml --remote-only
env:
FLY_API_TOKEN: ${{ secrets.FLY_API_TOKEN }}name: Deploy to Heroku
on:
push:
branches: [main]
jobs:
deploy:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
with:
fetch-depth: 0
- uses: akhileshns/[email protected]
with:
heroku_api_key: ${{ secrets.HEROKU_API_KEY }}
heroku_app_name: ${{ secrets.HEROKU_APP_NAME }}
heroku_email: ${{ secrets.HEROKU_EMAIL }}Secrets only — values that cannot be inlined in config files. Group by service. Include exact CLI commands per platform.
Railway example:
# [Project] — Railway Secrets Setup
Run these after `railway link` connects your local project to Railway.
Non-secret env vars are already set in railway.json.
## Backend service secrets
railway variables set JWT_SECRET="$(openssl rand -hex 32)" --service backend
railway variables set GEMINI_API_KEY="get from aistudio.google.com/app/apikey" --service backend
railway variables set OPENWEATHER_API_KEY="get from openweathermap.org/api_keys" --service backend
railway variables set CRON_SECRET="$(openssl rand -hex 32)" --service backend
## Web service secrets
railway variables set NEXTAUTH_SECRET="$(openssl rand -hex 32)" --service web
## After first deploy — update with real URLs
railway variables set FRONTEND_URL="https://[your-web-url].up.railway.app" --service backend
railway variables set NEXT_PUBLIC_API_URL="https://[your-backend-url].up.railway.app" --service web
railway variables set NEXT_PUBLIC_WS_URL="wss://[your-backend-url].up.railway.app" --service webRender — fewer secrets because generateValue: true handles JWT_SECRET and CRON_SECRET automatically. Only external API keys need manual setting.
Fly.io:
# Backend secrets
fly secrets set JWT_SECRET="$(openssl rand -hex 32)" --app [project]-backend
fly secrets set GEMINI_API_KEY="your-key" --app [project]-backend
fly secrets set DATABASE_URL="your-fly-postgres-url" --app [project]-backend
# Web secrets
fly secrets set NEXT_PUBLIC_API_URL="https://[project]-backend.fly.dev" --app [project]-webStep-by-step human checklist, platform-specific. Every step is binary — done or not done. Nothing assumed. Links to official docs where helpful.
# [Project] — Deploy to Railway
## Prerequisites
- [ ] Railway account — railway.app
- [ ] Railway CLI installed — `npm install -g @railway/cli`
- [ ] GitHub repository connected to Railway
## Step 1 — Create Railway project
1. Go to railway.app → New Project → Deploy from GitHub repo
2. Select your repository
3. Railway will detect the services from railway.json automatically
## Step 2 — Provision PostgreSQL
1. In Railway dashboard → Add Service → Database → PostgreSQL
2. The DATABASE_URL is already wired in railway.json — no manual linking needed
## Step 3 — Set secrets
Run the commands in ENV_SETUP.md exactly as written.
Do not skip any — missing secrets will cause the deploy to fail silently.
## Step 4 — Deploy
Railway auto-deploys on push to main.
Or: railway up --service backend && railway up --service web
## Step 5 — Verify
- [ ] Backend health: https://[backend-url].up.railway.app/health → {"status":"ok"}
- [ ] Web loads: https://[web-url].up.railway.app
- [ ] Database migrations ran: check Railway logs for "alembic upgrade head" success
- [ ] Login flow works end to end
## Step 6 — Update cross-service URLs
After first deploy, real URLs are known. Update:
railway variables set FRONTEND_URL="https://[web-url].up.railway.app" --service backend
railway variables set NEXT_PUBLIC_API_URL="https://[backend-url].up.railway.app" --service web
Then redeploy: railway up --service backend && railway up --service web
## Step 7 — Set admin user (if applicable)
[Any platform-specific admin setup from the project]Present a complete summary:
DEPLOY PACKAGE — [Project Name]
Platform: [platform]
Services detected: [backend / web / worker / cron]
GitHub Actions: [yes / no]
Files generated:
✅ [config file] — [description]
✅ ENV_SETUP.md — secrets setup commands per service
✅ DEPLOY.md — step-by-step checklist
Source files patched:
✅ [file] — [what was changed]
✅ [file] — [what was changed]
⚠️ Action required before deploying:
· Run ENV_SETUP.md commands to set secrets
· [any platform-specific manual steps]
[· CREDENTIALS.md — fill values if handoff package also present]
After first deploy — update cross-service URLs:
· [exact commands]Never write actual secret values. ENV_SETUP.md contains placeholder instructions only. Commands use $(openssl rand -hex 32) generators where possible. External API keys always say "get from [source]" — never invent values.
Surgical source patches only. Never rewrite a file — only add or modify the specific lines needed. Always report what was changed and why.
Stack detection before generation. Never assume the stack — always read the files first. If the stack cannot be determined, ask before generating.
Worker/cron services only if present. Detect them from the codebase — don't add them if they don't exist. A non-existent worker service in a config file will fail the deploy.
Platform compatibility warnings. If the user runs deploy: github-pages on a server-side app, warn: "GitHub Pages only supports static sites. This project has a backend service that cannot be deployed to GitHub Pages. Consider Railway, Render, or Fly.io for this project."
Cross-service URL note always included. After first deploy, cross-service URLs (FRONTEND_URL, NEXT_PUBLIC_API_URL) must be updated with real values. Always include this as a step in DEPLOY.md and in the confirmation summary.
Regenerate portal if vibe-handoff was run. If vibe/handoff/ exists, remind the user to regenerate the handoff portal after updating DEPLOY.md with real URLs post-deploy.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.