What it does. Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their application on Render's cloud platform. Part of openai/skills (Skills Catalog for Codex) (openai/skills).

Upstream	openai/skills
Skill file	skills/.curated/render-deploy/SKILL.md
License	Apache-2.0 (skill folder LICENSE.txt)
Author	OpenAI
Fetched	2026-09-10

Install

• Codex: $skill-installer installs from this catalog ($render-deploy invokes it); other agents: npx skills add openai/skills --skill render-deploy.
• Raw file: curl -sL https://raw.githubusercontent.com/openai/skills/HEAD/skills/.curated/render-deploy/SKILL.md

SKILL.md (verbatim)

2 placeholder credentials were shortened (for example to api_key=YOUR_KEY) to pass the site's secret filter.

name: render-deploy
description: Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their application on Render's cloud platform.

Deploy to Render

Render supports Git-backed services and prebuilt Docker image services.

This skill covers Git-backed flows:

1. Blueprint Method - Generate render.yaml for Infrastructure-as-Code deployments
2. Direct Creation - Create services instantly via MCP tools

Blueprints can also run a prebuilt Docker image by using runtime: image, but the render.yaml still must live in a Git repo.

If there is no Git remote, stop and ask the user to either:

• Create/push a Git remote (can be minimal if only the Blueprint is needed), or
• Use the Render Dashboard/API to deploy a prebuilt Docker image (MCP cannot create image-backed services).

Prerequisites

• When sandboxing blocks the deployment network calls, rerun with sandbox_permissions=require_escalated.
• The deployment might take a few minutes. Use appropriate timeout values.

When to Use This Skill

Activate this skill when users want to:

• Deploy an application to Render
• Create a render.yaml Blueprint file
• Set up Render deployment for their project
• Host or publish their application on Render's cloud platform
• Create databases, cron jobs, or other Render resources

Happy Path (New Users)

Use this short prompt sequence before deep analysis to reduce friction:

1. Ask whether they want to deploy from a Git repo or a prebuilt Docker image.
2. Ask whether Render should provision everything the app needs (based on what seems likely from the user's description) or only the app while they bring their own infra. If dependencies are unclear, ask a short follow-up to confirm whether they need a database, workers, cron, or other services.

Then proceed with the appropriate method below.

Choose Your Source Path

Git Repo Path: Required for both Blueprint and Direct Creation. The repo must be pushed to GitHub, GitLab, or Bitbucket.

Prebuilt Docker Image Path: Supported by Render via image-backed services. This is not supported by MCP; use the Dashboard/API. Ask for:

• Image URL (registry + tag)
• Registry auth (if private)
• Service type (web/worker) and port

If the user chooses a Docker image, guide them to the Render Dashboard image deploy flow or ask them to add a Git remote (so you can use a Blueprint with runtime: image).

Choose Your Deployment Method (Git Repo)

Both methods require a Git repository pushed to GitHub, GitLab, or Bitbucket. (If using runtime: image, the repo can be minimal and only contain render.yaml.)

Method	Best For	Pros
Blueprint	Multi-service apps, IaC workflows	Version controlled, reproducible, supports complex setups
Direct Creation	Single services, quick deployments	Instant creation, no render.yaml file needed

Method Selection Heuristic

Use this decision rule by default unless the user requests a specific method. Analyze the codebase first; only ask if deployment intent is unclear (e.g., DB, workers, cron).

Use Direct Creation (MCP) when ALL are true:

• Single service (one web app or one static site)
• No separate worker/cron services
• No attached databases or Key Value
• Simple env vars only (no shared env groups) If this path fits and MCP isn't configured yet, stop and guide MCP setup before proceeding.

Use Blueprint when ANY are true:

• Multiple services (web + worker, API + frontend, etc.)
• Databases, Redis/Key Value, or other datastores are required
• Cron jobs, background workers, or private services
• You want reproducible IaC or a render.yaml committed to the repo
• Monorepo or multi-env setup that needs consistent configuration

If unsure, ask a quick clarifying question, but default to Blueprint for safety. For a single service, strongly prefer Direct Creation via MCP and guide MCP setup if needed.

Prerequisites Check

When starting a deployment, verify these requirements in order:

1. Confirm Source Path (Git vs Docker)

If using Git-based methods (Blueprint or Direct Creation), the repo must be pushed to GitHub/GitLab/Bitbucket. Blueprints that reference a prebuilt image still require a Git repo with render.yaml.

git remote -v

• If no remote exists, stop and ask the user to create/push a remote or switch to Docker image deploy.

2. Check MCP Tools Availability (Preferred for Single-Service)

MCP tools provide the best experience. Check if available by attempting:

list_services()

If MCP tools are available, you can skip CLI installation for most operations.

3. Check Render CLI Installation (for Blueprint validation)

render --version

If not installed, offer to install:

• macOS: brew install render
• Linux/macOS: curl -fsSL https://raw.githubusercontent.com/render-oss/cli/main/bin/install.sh | sh

4. MCP Setup (if MCP isn't configured)

If list_services() fails because MCP isn't configured, ask whether they want to set up MCP (preferred) or continue with the CLI fallback. If they choose MCP, ask which AI tool they're using, then provide the matching instructions below. Always use their API key.

Cursor

Walk the user through these steps:

1. Get a Render API key:

https://dashboard.render.com/u/*/settings#api-keys

2. Add this to ~/.cursor/mcp.json (replace <YOUR_API_KEY>):

{
  "mcpServers": {
    "render": {
      "url": "https://mcp.render.com/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_API_KEY>"
      }
    }
  }
}

3. Restart Cursor, then retry list_services().

Claude Code

Walk the user through these steps:

1. Get a Render API key:

https://dashboard.render.com/u/*/settings#api-keys

2. Add the MCP server with Claude Code (replace <YOUR_API_KEY>):

claude mcp add --transport http render https://mcp.render.com/mcp --header "Authorization: Bearer <YOUR_API_KEY>"

3. Restart Claude Code, then retry list_services().

Codex

Walk the user through these steps:

1. Get a Render API key:

https://dashboard.render.com/u/*/settings#api-keys

2. Set it in their shell:

export RENDER_API_KEY=YOUR_KEY

3. Add the MCP server with the Codex CLI:

codex mcp add render --url https://mcp.render.com/mcp --bearer-token-env-var RENDER_API_KEY

4. Restart Codex, then retry list_services().

Other Tools

If the user is on another AI app, direct them to the Render MCP docs for that tool's setup steps and install method.

Workspace Selection

After MCP is configured, have the user set the active Render workspace with a prompt like:

Set my Render workspace to [WORKSPACE_NAME]

5. Check Authentication (CLI fallback only)

If MCP isn't available, use the CLI instead and verify you can access your account:

# Check if user is logged in (use -o json for non-interactive mode)
render whoami -o json

If render whoami fails or returns empty data, the CLI is not authenticated. The CLI won't always prompt automatically, so explicitly prompt the user to authenticate:

If neither is configured, ask user which method they prefer:

• API Key (CLI): `export RENDER_API_KEY=YOUR_KEY (Get from https://dashboard.render.com/u/*/settings#api-keys)
• Login: render login (Opens browser for OAuth)

6. Check Workspace Context

Verify the active workspace:

get_selected_workspace()

Or via CLI:

render workspace current -o json

To list available workspaces:

list_workspaces()

If user needs to switch workspaces, they must do so via Dashboard or CLI (render workspace set).

Once prerequisites are met, proceed with deployment workflow.

---

Method 1: Blueprint Deployment (Recommended for Complex Apps)

Blueprint Workflow

Step 1: Analyze Codebase

Analyze the codebase to determine framework/runtime, build and start commands, required env vars, datastores, and port binding. Use the detailed checklists in references/codebase-analysis.md.

Step 2: Generate render.yaml

Create a render.yaml Blueprint file following the Blueprint specification.

Complete specification: references/blueprint-spec.md

Key Points:

• Always use plan: free unless user specifies otherwise
• Include ALL environment variables the app needs
• Mark secrets with sync: false (user fills these in Dashboard)
• Use appropriate service type: web, worker, cron, static, or pserv
• Use appropriate runtime: references/runtimes.md

Basic Structure:

services:
  - type: web
    name: my-app
    runtime: node
    plan: free
    buildCommand: npm ci
    startCommand: npm start
    envVars:
      - key: DATABASE_URL
        fromDatabase:
          name: postgres
          property: connectionString
      - key: JWT_SECRET
        sync: false  # User fills in Dashboard

databases:
  - name: postgres
    databaseName: myapp_db
    plan: free

Service Types:

• web: HTTP services, APIs, web applications (publicly accessible)
• worker: Background job processors (not publicly accessible)
• cron: Scheduled tasks that run on a cron schedule
• static: Static sites (HTML/CSS/JS served via CDN)
• pserv: Private services (internal only, within same account)

Service type details: references/service-types.md Runtime options: references/runtimes.md Template examples: assets/

Step 2.5: Immediate Next Steps (Always Provide)

After creating render.yaml, always give the user a short, explicit checklist and run validation immediately when the CLI is available:

1. Authenticate (CLI): run render whoami -o json (if not logged in, run render login or set RENDER_API_KEY)
2. Validate (recommended): run render blueprints validate
   • If the CLI isn't installed, offer to install it and provide the command.
3. Commit + push: git add render.yaml && git commit -m "Add Render deployment configuration" && git push origin main
4. Open Dashboard: Use the Blueprint deeplink and complete Git OAuth if prompted
5. Fill secrets: Set env vars marked sync: false
6. Deploy: Click "Apply" and monitor the deploy

Step 3: Validate Configuration

Validate the render.yaml file to catch errors before deployment. If the CLI is installed, run the commands directly; only prompt the user if the CLI is missing:

render whoami -o json  # Ensure CLI is authenticated (won't always prompt)
render blueprints validate

Fix any validation errors before proceeding. Common issues:

• Missing required fields (name, type, runtime)
• Invalid runtime values
• Incorrect YAML syntax
• Invalid environment variable references

Configuration guide: references/configuration-guide.md

Step 4: Commit and Push

IMPORTANT: You must merge the render.yaml file into your repository before deploying.

Ensure the render.yaml file is committed and pushed to your Git remote:

git add render.yaml
git commit -m "Add Render deployment configuration"
git push origin main

If there is no Git remote yet, stop here and guide the user to create a GitHub/GitLab/Bitbucket repo, add it as origin, and push before continuing.

Why this matters: The Dashboard deeplink will read the render.yaml from your repository. If the file isn't merged and pushed, Render won't find the configuration and deployment will fail.

Verify the file is in your remote repository before proceeding to the next step.

Step 5: Generate Deeplink

Get the Git repository URL:

git remote get-url origin

This will return a URL from your Git provider. If the URL is SSH format, convert it to HTTPS:

SSH Format	HTTPS Format
git@github.com:user/repo.git	https://github.com/user/repo
git@gitlab.com:user/repo.git	https://gitlab.com/user/repo
git@bitbucket.org:user/repo.git	https://bitbucket.org/user/repo

Conversion pattern: Replace git@<host>: with https://<host>/ and remove .git suffix.

Format the Dashboard deeplink using the HTTPS repository URL:

https://dashboard.render.com/blueprint/new?repo=<REPOSITORY_URL>

Example:

https://dashboard.render.com/blueprint/new?repo=https://github.com/username/repo-name

Step 6: Guide User

CRITICAL: Ensure the user has merged and pushed the render.yaml file to their repository before clicking the deeplink. If the file isn't in the repository, Render cannot read the Blueprint configuration and deployment will fail.

Provide the deeplink to the user with these instructions:

1. Verify render.yaml is merged - Confirm the file exists in your repository on GitHub/GitLab/Bitbucket
2. Click the deeplink to open Render Dashboard
3. Complete Git provider OAuth if prompted
4. Name the Blueprint (or use default from render.yaml)
5. Fill in secret environment variables (marked with sync: false)
6. Review services and databases configuration
7. Click "Apply" to deploy

The deployment will begin automatically. Users can monitor progress in the Render Dashboard.

Step 7: Verify Deployment

After the user deploys via Dashboard, verify everything is working.

Check deployment status via MCP:

list_deploys(serviceId: "<service-id>", limit: 1)

Look for status: "live" to confirm successful deployment.

Check for runtime errors (wait 2-3 minutes after deploy):

list_logs(resource: ["<service-id>"], level: ["error"], limit: 20)

Check service health metrics:

get_metrics(
  resourceId: "<service-id>",
  metricTypes: ["http_request_count", "cpu_usage", "memory_usage"]
)

If errors are found, proceed to the Post-deploy verification and basic triage section below.

---

Method 2: Direct Service Creation (Quick Single-Service Deployments)

For simple deployments without Infrastructure-as-Code, create services directly via MCP tools.

When to Use Direct Creation

• Single web service or static site
• Quick prototypes or demos
• When you don't need a render.yaml file in your repo
• Adding databases or cron jobs to existing projects

Prerequisites for Direct Creation

Repository must be pushed to a Git provider. Render clones your repository to build and deploy services.

git remote -v  # Verify remote exists
git push origin main  # Ensure code is pushed

Supported providers: GitHub, GitLab, Bitbucket

If no remote exists, stop and ask the user to create/push a remote or switch to Docker image deploy.

Note: MCP does not support creating image-backed services. Use the Dashboard/API for prebuilt Docker image deploys.

Direct Creation Workflow

Use the concise steps below, and refer to references/direct-creation.md for full MCP command examples and follow-on configuration.

Step 1: Analyze Codebase

Use references/codebase-analysis.md to determine runtime, build/start commands, env vars, and datastores.

Step 2: Create Resources via MCP

Create the service (web or static) and any required databases or key-value stores. See references/direct-creation.md.

If MCP returns an error about missing Git credentials or repo access, stop and guide the user to connect their Git provider in the Render Dashboard, then retry.

Step 3: Configure Environment Variables

Add required env vars via MCP after creation. See references/direct-creation.md.

Remind the user that secrets can be set in the Dashboard if they prefer not to pass them via MCP.

Step 4: Verify Deployment

Check deploy status, logs, and metrics. See references/direct-creation.md.

---

For service discovery, configuration details, quick commands, and common issues, see references/deployment-details.md.

---

Post-deploy verification and basic triage (All Methods)

Keep this short and repeatable. If any check fails, fix it before redeploying.

1. Confirm the latest deploy is live and serving traffic
2. Hit the health endpoint (or root) and verify a 200 response
3. Scan recent error logs for a clear failure signature
4. Verify required env vars and port binding (0.0.0.0:$PORT)

Detailed checklist and commands: references/post-deploy-checks.md

If the service fails to start or health checks time out, use the basic triage guide: references/troubleshooting-basics.md

Troubleshooting

Escalated Network Access

If deployment fails due to network issues (timeouts, DNS errors, connection resets), rerun the deploy with escalated permissions (use sandbox_permissions=require_escalated). The deploy requires escalated network access when sandbox networking blocks outbound requests.

Example guidance to the user:

The deploy needs escalated network access to deploy to Render. I can rerun the command with escalated permissions—want me to proceed?

Optional: If you need deeper diagnostics (metrics/DB checks/error catalog), suggest installing the render-debug skill. It is not required for the core deploy flow.

Other files in this skill

• LICENSE.txt
• agents/openai.yaml
• assets/docker.yaml
• assets/go-api.yaml
• assets/nextjs-postgres.yaml
• assets/node-express.yaml
• assets/python-django.yaml
• assets/render-small.svg
• assets/render.png
• assets/static-site.yaml
• references/blueprint-spec.md
• references/codebase-analysis.md
• references/configuration-guide.md
• references/deployment-details.md
• references/direct-creation.md
• references/error-patterns.md
• references/post-deploy-checks.md
• references/runtimes.md
• references/service-types.md
• references/troubleshooting-basics.md

references/blueprint-spec.md (verbatim)

Render Blueprint Specification

Complete reference for render.yaml Blueprint files. Blueprints define your infrastructure as code for reproducible deployments on Render.

Overview

A Blueprint is a YAML file (typically render.yaml) placed in your repository root that describes:

• Services (web, worker, cron, static, private)
• Databases (PostgreSQL, Redis)
• Environment variables and secrets
• Scaling and resource configuration
• Project organization

Root-Level Structure

# Top-level fields
services: []         # Array of service definitions
databases: []        # Array of PostgreSQL databases
envVarGroups: []     # Reusable environment variable groups (optional)
projects: []         # Project organization (optional)
ungrouped: []        # Resources outside projects (optional)
previews:            # Preview environment configuration (optional)
  generation: auto_preview | manual | none

Service Types

Web Services (type: web)

HTTP services, APIs, and web applications. Publicly accessible via HTTPS.

Required fields:

• name: Unique service identifier
• type: Must be web
• runtime: Language/environment (see Runtimes section)
• buildCommand: Command to build the application
• startCommand: Command to start the server

Common optional fields:

• plan: Instance type (default: free)
• region: Deployment region (default: oregon)
• branch: Git branch to deploy (default: main)
• autoDeploy: Auto-deploy on push (default: true)
• envVars: Environment variables array
• healthCheckPath: Health check endpoint (default: /)
• numInstances: Number of instances (manual scaling)
• scaling: Autoscaling configuration

Example:

services:
  - type: web
    name: api-server
    runtime: node
    plan: free
    buildCommand: npm ci
    startCommand: npm start
    branch: main
    autoDeploy: true
    envVars:
      - key: NODE_ENV
        value: production
      - key: PORT
        value: 10000

Worker Services (type: worker)

Background job processors, queue consumers. Not publicly accessible.

Required fields:

• name: Unique service identifier
• type: Must be worker
• runtime: Language/environment
• buildCommand: Command to build
• startCommand: Command to start worker process

Key differences from web services:

• No public URL
• No health checks
• No port binding required

Example:

services:
  - type: worker
    name: job-processor
    runtime: python
    plan: free
    buildCommand: pip install -r requirements.txt
    startCommand: celery -A tasks worker --loglevel=info
    envVars:
      - key: REDIS_URL
        fromDatabase:
          name: redis
          property: connectionString

Cron Jobs (type: cron)

Scheduled tasks that run on a cron schedule.

Required fields:

• name: Unique service identifier
• type: Must be cron
• runtime: Language/environment
• schedule: Cron expression
• buildCommand: Command to build
• startCommand: Command to execute on schedule

Schedule format: Standard cron syntax (minute hour day month weekday)

Examples:

• 0 0 * * * - Daily at midnight UTC
• */15 * * * * - Every 15 minutes
• 0 9 * * 1 - Every Monday at 9 AM UTC

Example:

services:
  - type: cron
    name: daily-backup
    runtime: node
    schedule: "0 2 * * *"
    buildCommand: npm ci
    startCommand: node scripts/backup.js
    envVars:
      - key: DATABASE_URL
        fromDatabase:
          name: postgres
          property: connectionString

Static Sites (type: static or type: web with runtime: static)

Serve static HTML/CSS/JS files via CDN.

Required fields:

• name: Unique service identifier
• type: web
• runtime: static
• buildCommand: Command to build static assets
• staticPublishPath: Path to built files (e.g., ./build, ./dist)

Optional configuration:

• routes: Routing rules for SPAs
• headers: Custom HTTP headers
• buildFilter: Path filters for build triggers

Example:

services:
  - type: web
    name: react-app
    runtime: static
    buildCommand: npm ci && npm run build
    staticPublishPath: ./dist
    routes:
      - type: rewrite
        source: /*
        destination: /index.html
    headers:
      - path: /*
        name: Cache-Control
        value: public, max-age=31536000, immutable

Private Services (type: pserv)

Internal services accessible only within your Render account.

Required fields:

• name: Unique service identifier
• type: Must be pserv
• runtime: Language/environment
• buildCommand: Command to build
• startCommand: Command to start

Use cases:

• Internal APIs
• Database proxies
• Microservices not exposed to internet

Example:

services:
  - type: pserv
    name: internal-api
    runtime: go
    plan: free
    buildCommand: go build -o bin/app
    startCommand: ./bin/app

Runtimes

Native Runtimes

Node.js (runtime: node):

• Versions: 14, 16, 18, 20, 21
• Default version: 20
• Specify version in package.json engines field

Python (runtime: python):

• Versions: 3.8, 3.9, 3.10, 3.11, 3.12
• Default version: 3.11
• Specify version in runtime.txt or Pipfile

Go (runtime: go):

• Versions: 1.20, 1.21, 1.22, 1.23
• Uses go modules
• Version from go.mod

Ruby (runtime: ruby):

• Versions: 3.0, 3.1, 3.2, 3.3
• Uses Bundler
• Version from .ruby-version or Gemfile

Rust (runtime: rust):

• Latest stable version
• Uses Cargo

Elixir (runtime: elixir):

• Latest stable version
• Uses Mix

Docker Runtime

Docker (runtime: docker): Build from a Dockerfile in your repository.

Additional fields:

• dockerfilePath: Path to Dockerfile (default: ./Dockerfile)
• dockerContext: Build context directory (default: .)

Example:

services:
  - type: web
    name: docker-app
    runtime: docker
    dockerfilePath: ./docker/Dockerfile
    dockerContext: .
    plan: free

Image (runtime: image): Deploy pre-built Docker images from a registry.

Additional fields:

• image: Image URL (e.g., registry.com/image:tag)
• registryCredential: Credentials for private registries

Example:

services:
  - type: web
    name: prebuilt-app
    runtime: image
    image: myregistry.com/app:v1.2.3
    plan: free

Service Plans

Available instance types:

Plan	RAM	CPU	Price
free	512 MB	0.5	Free (750 hrs/mo)
starter	512 MB	0.5	$7/month
standard	2 GB	1	$25/month
pro	4 GB	2	$85/month
pro_plus	8 GB	4	$175/month

Always default to plan: free unless user specifies otherwise.

Regions

Available deployment regions:

• oregon (US West) - Default
• ohio (US East)
• virginia (US East)
• frankfurt (EU)
• singapore (Asia)

Example:

services:
  - type: web
    name: my-app
    runtime: node
    region: frankfurt

Environment Variables

Three patterns for defining environment variables:

1. Hardcoded Values

For non-sensitive configuration:

envVars:
  - key: NODE_ENV
    value: production
  - key: API_URL
    value: https://api.example.com
  - key: LOG_LEVEL
    value: info

2. Generated Secrets

Render generates a base64-encoded 256-bit random value:

envVars:
  - key: SESSION_SECRET
    generateValue: true
  - key: ENCRYPTION_KEY
    generateValue: true

3. User-Provided Secrets

Prompt user for values during Blueprint creation:

envVars:
  - key: STRIPE_SECRET_KEY
    sync: false
  - key: JWT_SECRET
    sync: false
  - key: API_KEY
    sync: false

The sync: false flag means "user will fill this in the Dashboard".

4. Database References

Link to database connection strings:

envVars:
  - key: DATABASE_URL
    fromDatabase:
      name: postgres
      property: connectionString
  - key: REDIS_URL
    fromDatabase:
      name: redis
      property: connectionString

Available properties:

• connectionString: Full connection URL
• host: Database host
• port: Database port
• user: Database username
• password: Database password
• database: Database name
• hostport: Combined host:port

5. Service References

Link to other services:

envVars:
  - key: API_URL
    fromService:
      name: api-server
      type: web
      property: host

6. Environment Variable Groups

Reusable groups shared across services:

envVarGroups:
  - name: shared-config
    envVars:
      - key: LOG_LEVEL
        value: info
      - key: ENVIRONMENT
        value: production

services:
  - type: web
    name: web-app
    runtime: node
    envVars:
      - fromGroup: shared-config
      - key: PORT
        value: 10000

Databases

PostgreSQL

databases:
  - name: postgres
    databaseName: myapp_prod
    user: myapp_user
    plan: free
    postgresMajorVersion: "15"
    ipAllowList: []

Plans:

• free: 1 GB storage, 97 MB RAM, 0.1 CPU
• basic-256mb, basic-512mb, basic-1gb, basic-4gb
• pro-4gb, pro-8gb, pro-16gb, etc.
• accelerated-4gb, accelerated-8gb, etc. (SSD-backed)

Key fields:

• name: Identifier for references
• databaseName: Actual PostgreSQL database name
• user: Database username
• postgresMajorVersion: PostgreSQL version (11-16)
• ipAllowList: Array of CIDR blocks (empty = internal only)
• diskSizeGB: Storage size (paid plans only)

High Availability (paid plans):

databases:
  - name: postgres
    databaseName: myapp_prod
    plan: pro-4gb
    highAvailabilityEnabled: true

Read Replicas (paid plans):

databases:
  - name: postgres
    databaseName: myapp_prod
    plan: pro-4gb
    readReplicas:
      - name: read-replica-1
        region: ohio
      - name: read-replica-2
        region: frankfurt

Redis (Key-Value Store)

databases:
  - name: redis
    plan: free
    maxmemoryPolicy: allkeys-lru
    ipAllowList: []

Plans: Same as PostgreSQL

maxmemoryPolicy options:

• allkeys-lru: Evict least recently used keys
• volatile-lru: Evict LRU keys with TTL
• allkeys-random: Evict random keys
• volatile-random: Evict random keys with TTL
• volatile-ttl: Evict keys with soonest TTL
• noeviction: Return errors when memory full

Scaling

Manual Scaling

Fixed number of instances:

services:
  - type: web
    name: my-app
    runtime: node
    plan: standard
    numInstances: 3

Autoscaling

Dynamic scaling based on CPU/memory (Professional workspace required):

services:
  - type: web
    name: my-app
    runtime: node
    plan: standard
    scaling:
      minInstances: 1
      maxInstances: 5
      targetCPUPercent: 60
      targetMemoryPercent: 70

Notes:

• Autoscaling disabled in preview environments
• Preview environments run minInstances count
• Requires Professional or higher workspace

Health Checks

Configure health check endpoints:

services:
  - type: web
    name: my-app
    runtime: node
    healthCheckPath: /health

Default: / (root path)

Recommended: Add a dedicated /health endpoint that returns 200 OK.

Build Filters

Control when builds are triggered based on changed files:

services:
  - type: web
    name: frontend
    runtime: static
    buildFilter:
      paths:
        - frontend/**
      ignoredPaths:
        - frontend/README.md
        - frontend/**/*.test.js

Behavior:

• If paths specified: Build only when files in those paths change
• If ignoredPaths specified: Don't build when only ignored files change

Projects and Environments

Organize services into projects with multiple environments:

projects:
  - name: my-application
    environments:
      - name: production
        services:
          - type: web
            name: prod-api
            runtime: node
            plan: pro
            buildCommand: npm ci
            startCommand: npm start
        databases:
          - name: prod-postgres
            plan: pro-4gb
        networking:
          isolation: enabled
        permissions:
          protection: enabled

      - name: staging
        services:
          - type: web
            name: staging-api
            runtime: node
            plan: starter
            buildCommand: npm ci
            startCommand: npm start
        databases:
          - name: staging-postgres
            plan: free

Environment features:

• networking.isolation: Enable network isolation between environments
• permissions.protection: Require approval for environment changes

Preview Environments

Configure automatic preview environments for pull requests:

previews:
  generation: auto_preview  # auto_preview | manual | none

Options:

• auto_preview: Create preview environment for each PR automatically
• manual: User manually triggers preview creation
• none: Disable preview environments

Complete Example

Full-featured Blueprint with multiple services and databases:

services:
  # Web service
  - type: web
    name: web-app
    runtime: node
    plan: free
    region: oregon
    buildCommand: npm ci && npm run build
    startCommand: npm start
    branch: main
    autoDeploy: true
    healthCheckPath: /health
    envVars:
      - key: NODE_ENV
        value: production
      - key: DATABASE_URL
        fromDatabase:
          name: postgres
          property: connectionString
      - key: REDIS_URL
        fromDatabase:
          name: redis
          property: connectionString
      - key: JWT_SECRET
        sync: false

  # Background worker
  - type: worker
    name: queue-worker
    runtime: node
    plan: free
    buildCommand: npm ci
    startCommand: node worker.js
    envVars:
      - key: REDIS_URL
        fromDatabase:
          name: redis
          property: connectionString

  # Cron job
  - type: cron
    name: daily-cleanup
    runtime: node
    schedule: "0 3 * * *"
    buildCommand: npm ci
    startCommand: node scripts/cleanup.js
    envVars:
      - key: DATABASE_URL
        fromDatabase:
          name: postgres
          property: connectionString

  # Static frontend
  - type: web
    name: frontend
    runtime: static
    buildCommand: npm ci && npm run build
    staticPublishPath: ./dist
    routes:
      - type: rewrite
        source: /*
        destination: /index.html

databases:
  - name: postgres
    databaseName: app_production
    user: app_user
    plan: free
    postgresMajorVersion: "15"
    ipAllowList: []

  - name: redis
    plan: free
    maxmemoryPolicy: allkeys-lru
    ipAllowList: []

Validation

Validate your Blueprint before deploying (when CLI command is available):

render blueprint validate

Common validation errors:

• Missing required fields
• Invalid runtime values
• Incorrect environment variable references
• Invalid cron expressions
• Invalid YAML syntax

Best Practices

1. Always use plan: free by default - Let users upgrade if needed
2. Mark all secrets with sync: false - Never hardcode sensitive values
3. Use fromDatabase for database URLs - Automatic internal connection strings
4. Add health check endpoints - Faster deployment detection
5. Use non-interactive build commands - Prevents build hangs
6. Bind to 0.0.0.0:$PORT - Required for web services
7. Use environment variable groups - Share config across services
8. Enable autoDeploy: true - Deploy automatically on push
9. Set appropriate regions - Choose closest to your users
10. Use build filters - Optimize build triggers in monorepos

Additional Resources

• Official Blueprint Specification: https://render.com/docs/blueprint-spec
• Render CLI Documentation: https://render.com/docs/cli
• Environment Variables Guide: https://render.com/docs/environment-variables

references/codebase-analysis.md (verbatim)

Codebase Analysis (Deploy)

Use this reference for framework-specific detection and build/start command selection when preparing a Render deployment.

Node.js Projects

• Read package.json to detect framework (Express, Next.js, Nest.js, Fastify, etc.)
• Check scripts section for build/start commands
• Look for engines field for Node version, or look in .node-versions or .nvmrc
• Detect package manager:
  • bun.lockb (Bun) -> bun install --frozen-lockfile / bun run start
  • pnpm-lock.yaml (pnpm) -> pnpm install --frozen-lockfile / pnpm start
  • yarn.lock (Yarn) -> yarn install --frozen-lockfile / yarn start
  • package-lock.json (npm) -> npm ci / npm start
  • package.json only (npm fallback) -> npm install / npm start

Python Projects

• Check for dependency files and detect package manager:
  • uv.lock (uv) -> uv sync / uv run gunicorn app:app
  • poetry.lock (Poetry) -> poetry install --no-dev / poetry run gunicorn app:app
  • Pipfile.lock (pipenv) -> pipenv install --deploy / pipenv run gunicorn app:app
  • requirements.txt (pip) -> pip install -r requirements.txt / gunicorn app:app
  • pyproject.toml only -> check for [tool.uv], [tool.poetry], or use pip
• Detect framework: Django, Flask, FastAPI, Celery, others
• Check for Python version:
  • .python-version (uv/pyenv)
  • runtime.txt (Render-specific)
  • pyproject.toml (requires-python field)

Go Projects

• Read go.mod for dependencies
• Identify web framework (Gin, Echo, Chi, Fiber, net/http)
• Note Go version from go.mod

Static Sites

• Look for build output directories (build/, dist/, site/, public/)
• Detect framework: React, Vue, Gatsby, Next.js (static export)
• Check build scripts in package.json

Docker Projects

• Look for Dockerfile
• Note exposed ports and build stages
• Check for docker-compose.yml patterns

Key Information to Extract

• Build command (e.g., npm ci, pip install -r requirements.txt, go build)
• Start command (e.g., npm start, gunicorn app:app, ./bin/app)
• Environment variables used in code (API keys, database URLs, secrets)
• Database requirements (PostgreSQL, Redis, MongoDB)
• Port binding (check if app uses an environment variable for port to run on)

references/configuration-guide.md (verbatim)

Render Configuration Guide

Common configuration patterns, best practices, and troubleshooting for Render deployments.

Environment Variables

Required vs Optional Variables

Always declare ALL environment variables in render.yaml, even if values are provided by user later.

Three categories:

1. Configuration values (hardcoded):

envVars:
  - key: NODE_ENV
    value: production
  - key: LOG_LEVEL
    value: info
  - key: API_URL
    value: https://api.example.com

2. Secrets (user provides):

envVars:
  - key: JWT_SECRET
    sync: false
  - key: STRIPE_SECRET_KEY
    sync: false
  - key: API_KEY
    sync: false

3. Auto-generated (Render provides):

envVars:
  - key: SESSION_SECRET
    generateValue: true
  - key: ENCRYPTION_KEY
    generateValue: true

Database Connection Patterns

PostgreSQL:

envVars:
  - key: DATABASE_URL
    fromDatabase:
      name: postgres
      property: connectionString

Redis:

envVars:
  - key: REDIS_URL
    fromDatabase:
      name: redis
      property: connectionString

Multiple databases:

envVars:
  - key: PRIMARY_DB_URL
    fromDatabase:
      name: postgres-primary
      property: connectionString
  - key: ANALYTICS_DB_URL
    fromDatabase:
      name: postgres-analytics
      property: connectionString
  - key: CACHE_URL
    fromDatabase:
      name: redis
      property: connectionString

Cross-Service References

Reference other services in your account:

services:
  - type: web
    name: frontend
    runtime: node
    envVars:
      - key: API_URL
        fromService:
          name: backend-api
          type: web
          property: host  # or hostport, port

  - type: web
    name: backend-api
    runtime: node

Available properties:

• host: Service hostname
• port: Service port
• hostport: Combined host:port

Environment Variable Groups

Share common configuration across services:

envVarGroups:
  - name: common-config
    envVars:
      - key: NODE_ENV
        value: production
      - key: LOG_LEVEL
        value: info
      - key: TZ
        value: UTC

services:
  - type: web
    name: web-app
    runtime: node
    envVars:
      - fromGroup: common-config
      - key: PORT
        value: 10000

  - type: worker
    name: worker
    runtime: node
    envVars:
      - fromGroup: common-config

---

Port Binding

The Port Binding Requirement

CRITICAL: Web services must bind to 0.0.0.0:$PORT

Why this matters:

• Render sets PORT environment variable (default: 10000)
• Services must bind to 0.0.0.0 (not localhost or 127.0.0.1)
• Health checks fail if port binding is incorrect
• Deployment will fail or service won't receive traffic

Code Examples by Language

Node.js / Express:

const express = require('express');
const app = express();

const PORT = process.env.PORT || 3000;

app.listen(PORT, '0.0.0.0', () => {
  console.log(`Server running on port ${PORT}`);
});

Python / Flask:

import os
from flask import Flask

app = Flask(__name__)

if __name__ == '__main__':
    port = int(os.environ.get('PORT', 5000))
    app.run(host='0.0.0.0', port=port)

Python / Django:

In settings.py:

# Django runs on port specified by environment
ALLOWED_HOSTS = ['*']

Start command in render.yaml:

startCommand: gunicorn config.wsgi:application --bind 0.0.0.0:$PORT

Python / FastAPI:

import os
import uvicorn
from fastapi import FastAPI

app = FastAPI()

if __name__ == "__main__":
    port = int(os.environ.get("PORT", 8000))
    uvicorn.run(app, host="0.0.0.0", port=port)

Start command:

startCommand: uvicorn main:app --host 0.0.0.0 --port $PORT

Go:

package main

import (
    "fmt"
    "net/http"
    "os"
)

func main() {
    port := os.Getenv("PORT")
    if port == "" {
        port = "3000"
    }

    http.HandleFunc("/", handler)
    fmt.Printf("Server starting on port %s\n", port)
    http.ListenAndServe(":"+port, nil)
}

Ruby / Rails:

In config/puma.rb:

port ENV.fetch("PORT") { 3000 }
bind "tcp://0.0.0.0:#{ENV.fetch('PORT', 3000)}"

Rust / Actix:

use actix_web::{App, HttpServer};
use std::env;

#[actix_web::main]
async fn main() -> std::io::Result<()> {
    let port = env::var("PORT").unwrap_or_else(|_| "8080".to_string());
    let addr = format!("0.0.0.0:{}", port);

    HttpServer::new(|| App::new())
        .bind(&addr)?
        .run()
        .await
}

---

Build Commands

Non-Interactive Flags

Always use non-interactive flags to prevent builds from hanging waiting for input.

npm (Node.js):

buildCommand: npm ci
# NOT: npm install

pip (Python):

buildCommand: pip install -r requirements.txt
# Already non-interactive

apt (System packages):

buildCommand: apt-get update && apt-get install -y libpq-dev
# Use -y flag to auto-confirm

bundler (Ruby):

buildCommand: bundle install --jobs=4 --retry=3

Build with Additional Steps

Node.js with build step:

buildCommand: npm ci && npm run build

Python Django with static files:

buildCommand: pip install -r requirements.txt && python manage.py collectstatic --no-input

Ruby Rails with assets:

buildCommand: bundle install && bundle exec rails assets:precompile

Build Timeouts

Free tier: 15 minutes Paid tiers: Configurable

If builds timeout:

1. Optimize dependencies (remove unused packages)
2. Use build caching
3. Consider pre-building in CI/CD
4. Upgrade to paid tier for longer timeouts

---

Database Connections

Internal vs External URLs

Use internal URLs for better performance:

When using fromDatabase, Render automatically provides internal .render-internal.com URLs:

envVars:
  - key: DATABASE_URL
    fromDatabase:
      name: postgres
      property: connectionString

This provides: postgresql://user:pass@postgres.render-internal.com:5432/db

Benefits:

• Lower latency (same data center)
• No external bandwidth charges
• Automatic internal DNS

Connection Pooling

Node.js / PostgreSQL:

const { Pool } = require('pg');

const pool = new Pool({
  connectionString: process.env.DATABASE_URL,
  ssl: process.env.NODE_ENV === 'production' ? { rejectUnauthorized: false } : false,
  max: 20, // Maximum pool size
  idleTimeoutMillis: 30000,
  connectionTimeoutMillis: 2000,
});

Python / PostgreSQL:

import psycopg2.pool

pool = psycopg2.pool.SimpleConnectionPool(
    minconn=1,
    maxconn=20,
    dsn=os.environ['DATABASE_URL']
)

Django Settings:

DATABASES = {
    'default': {
        'ENGINE': 'django.db.backends.postgresql',
        'URL': os.environ['DATABASE_URL'],
        'CONN_MAX_AGE': 600,  # Connection pooling
    }
}

Database Migrations

Run migrations during build:

Django:

buildCommand: pip install -r requirements.txt && python manage.py migrate

Rails:

buildCommand: bundle install && bundle exec rails db:migrate

Node.js / Prisma:

buildCommand: npm ci && npx prisma migrate deploy

---

Free Tier Limitations

What's Included

Free tier provides:

• 1 web service
• 1 PostgreSQL database (1 GB storage, 97 MB RAM)
• 750 hours/month compute
• 512 MB RAM per service
• 0.5 CPU per service
• 100 GB bandwidth/month

Resource Limits

Memory (512 MB):

• Monitor memory usage in logs
• Optimize for memory-constrained environments
• Use lightweight dependencies

CPU (0.5 cores):

• Suitable for low-traffic applications
• Consider upgrading for higher traffic

Spin Down (Free services):

• Services spin down after 15 minutes of inactivity
• First request after spin down takes ~30 seconds (cold start)
• Upgrade to paid tier for always-on services

When to Upgrade

Upgrade to paid plan when:

• Need more than 1 web service
• Need always-on services (no spin down)
• Traffic exceeds free tier limits
• Need more memory/CPU
• Need faster build times
• Need preview environments

---

Health Checks

Adding Health Check Endpoints

Node.js / Express:

app.get('/health', (req, res) => {
  res.status(200).json({
    status: 'ok',
    timestamp: new Date().toISOString()
  });
});

Python / Flask:

@app.route('/health')
def health():
    return {'status': 'ok'}, 200

Python / FastAPI:

@app.get("/health")
async def health():
    return {"status": "ok"}

Go:

http.HandleFunc("/health", func(w http.ResponseWriter, r *http.Request) {
    w.WriteHeader(http.StatusOK)
    w.Write([]byte(`{"status":"ok"}`))
})

Configure in render.yaml

services:
  - type: web
    name: my-app
    runtime: node
    healthCheckPath: /health

Benefits:

• Faster deployment detection
• Better monitoring
• Automatic restart on health check failures

---

Common Deployment Issues

Issue 1: Missing Environment Variables

Symptom: Service crashes with "undefined variable" errors

Solution: Add all required env vars to render.yaml:

envVars:
  - key: DATABASE_URL
    fromDatabase:
      name: postgres
      property: connectionString
  - key: JWT_SECRET
    sync: false  # User fills in Dashboard

Issue 2: Port Binding Errors

Symptom: EADDRINUSE or health check timeout errors

Solution: Ensure app binds to 0.0.0.0:$PORT:

const PORT = process.env.PORT || 3000;
app.listen(PORT, '0.0.0.0');

Issue 3: Build Hangs

Symptom: Build times out after 15 minutes

Solution: Use non-interactive build commands:

buildCommand: npm ci  # NOT npm install

Issue 4: Database Connection Fails

Symptom: ECONNREFUSED on port 5432

Solutions:

1. Use fromDatabase for automatic internal URLs
2. Enable SSL for external connections
3. Check ipAllowList settings

Issue 5: Static Site 404s

Symptom: Client-side routes return 404

Solution: Add SPA rewrite rules:

routes:
  - type: rewrite
    source: /*
    destination: /index.html

Issue 6: Out of Memory (OOM)

Symptom: Service crashes with JavaScript heap out of memory

Solutions:

1. Optimize application memory usage
2. Reduce dependency size
3. Upgrade to higher plan with more RAM

---

Best Practices Checklist

Environment Variables:

• All env vars declared in render.yaml
• Secrets marked with sync: false
• Database URLs use fromDatabase references

Port Binding:

• App binds to process.env.PORT
• Bind to 0.0.0.0 (not localhost)

Build Commands:

• Use non-interactive flags (npm ci, -y, etc.)
• Build completes under 15 minutes (free tier)

Start Commands:

• Command starts HTTP server correctly
• Server binds to correct port

Health Checks:

• /health endpoint implemented
• Returns 200 status code

Database:

• Connection pooling configured
• Using internal URLs (.render-internal.com)
• SSL enabled if needed

Plans:

• Using plan: free by default
• Documented upgrade path for users

Git Repository:

• render.yaml committed to repository
• Pushed to git remote (GitHub/GitLab/Bitbucket)
• Branch specified in render.yaml (if not main)

---

Additional Resources

• Blueprint Specification: blueprint-spec.md
• Service Types: service-types.md
• Runtimes: runtimes.md
• Official Render Docs: https://render.com/docs

references/deployment-details.md (verbatim)

Deployment Details

Use this reference for service discovery, configuration patterns, quick commands, and common issues.

Service Discovery

List all services:

list_services()

Returns all services with IDs, names, types, and status.

Get specific service details:

get_service(serviceId: "<id>")

Returns full configuration including environment variables and build/start commands.

List PostgreSQL databases:

list_postgres_instances()

List Key-Value stores:

list_key_value()

Configuration Details

Environment Variables

All environment variables must be declared in render.yaml.

Three patterns for environment variables:

1. Hardcoded values (non-sensitive configuration):

envVars:
  - key: NODE_ENV
    value: production
  - key: API_URL
    value: https://api.example.com

2. Database connections (auto-generated):

envVars:
  - key: DATABASE_URL
    fromDatabase:
      name: postgres
      property: connectionString
  - key: REDIS_URL
    fromDatabase:
      name: redis
      property: connectionString

3. Secrets (user fills in Dashboard):

envVars:
  - key: JWT_SECRET
    sync: false
  - key: API_KEY
    sync: false
  - key: STRIPE_SECRET_KEY
    sync: false

Complete environment variable guide: configuration-guide.md

Port Binding

CRITICAL: Web services must bind to 0.0.0.0:$PORT (NOT localhost). Render sets the PORT environment variable.

Node.js Example:

const PORT = process.env.PORT || 3000;
app.listen(PORT, '0.0.0.0', () => {
  console.log(`Server running on port ${PORT}`);
});

Python Example:

import os

port = int(os.environ.get('PORT', 5000))
app.run(host='0.0.0.0', port=port)

Go Example:

port := os.Getenv("PORT")
if port == "" {
    port = "3000"
}
http.ListenAndServe(":"+port, handler)

Plan Defaults

Use plan: free unless the user specifies otherwise. Refer to Render pricing for current limits and capacity.

Build Commands

Use non-interactive flags to prevent build hangs:

• npm: npm ci
• yarn: yarn install --frozen-lockfile
• pnpm: pnpm install --frozen-lockfile
• bun: bun install --frozen-lockfile
• pip: pip install -r requirements.txt
• uv: uv sync
• apt: apt-get install -y <package>
• bundler: bundle install --jobs=4 --retry=3

Database Connections

When services connect to databases in the same Render account, use fromDatabase references for internal URLs.

Health Checks

Optional but recommended: add a /health endpoint for faster deployment detection.

Quick Reference

MCP Tools (Preferred)

# Service Discovery
list_services()
get_service(serviceId: "<id>")
list_postgres_instances()
list_key_value()

# Service Creation
create_web_service(name, runtime, buildCommand, startCommand, ...)
create_static_site(name, buildCommand, publishPath, ...)
create_cron_job(name, runtime, schedule, buildCommand, startCommand, ...)
create_postgres(name, plan, region)
create_key_value(name, plan, region)

# Environment Variables
update_environment_variables(serviceId, envVars: [{key, value}, ...])

# Deployment & Monitoring
list_deploys(serviceId, limit)
list_logs(resource: ["<id>"], level: ["error"])
get_metrics(resourceId, metricTypes: [...])

# Workspace
get_selected_workspace()
list_workspaces()

CLI Commands

# Validate Blueprint
render blueprints validate

# Check workspace
render workspace current -o json
render workspace set

# List services
render services -o json

# View deployment logs
render logs -r <service-id> -o json

# Create deployment
render deploys create <service-id> --wait

Templates by Framework

• Node.js Express: ../assets/node-express.yaml
• Next.js + Postgres: ../assets/nextjs-postgres.yaml
• Django + Worker: ../assets/python-django.yaml
• Static Site: ../assets/static-site.yaml
• Go API: ../assets/go-api.yaml
• Docker: ../assets/docker.yaml

Documentation

• Full Blueprint specification: blueprint-spec.md
• Service types explained: service-types.md
• Runtime options: runtimes.md
• Configuration guide: configuration-guide.md

Common Issues

Issue: Deployment fails with port binding error

Solution: Ensure app binds to 0.0.0.0:$PORT (see Port Binding section above)

---

Issue: Build hangs or times out

Solution: Use non-interactive build commands (see Build Commands section above)

---

Issue: Missing environment variables in Dashboard

Solution: All env vars must be declared in render.yaml. Add missing vars with sync: false for secrets.

---

Issue: Database connection fails

Solution: Use fromDatabase references for internal connection strings.

---

Issue: Static site shows 404 for routes

Solution: Add rewrite rules to render.yaml for SPA routing:

routes:
  - type: rewrite
    source: /*
    destination: /index.html

For more detailed troubleshooting, see the debug skill or configuration-guide.md.

references/direct-creation.md (verbatim)

Direct Creation (MCP) Details

Use this reference for MCP direct-creation examples and follow-on configuration.

Direct Creation Workflow

Step 1: Analyze Codebase

Use codebase-analysis.md to determine runtime, build/start commands, env vars, and datastores.

Step 2: Create Resources via MCP

Create a Web Service:

create_web_service(
  name: "my-api",
  runtime: "node",  # or python, go, rust, ruby, elixir, docker
  repo: "https://github.com/username/repo",
  branch: "main",  # optional, defaults to repo default branch
  buildCommand: "npm ci",
  startCommand: "npm start",
  plan: "free",  # free, starter, standard, pro, pro_max, pro_plus, pro_ultra
  region: "oregon",  # oregon, frankfurt, singapore, ohio, virginia
  envVars: [
    {"key": "NODE_ENV", "value": "production"}
  ]
)

Create a Static Site:

create_static_site(
  name: "my-frontend",
  repo: "https://github.com/username/repo",
  branch: "main",
  buildCommand: "npm run build",
  publishPath: "dist",  # or build, public, out
  envVars: [
    {"key": "VITE_API_URL", "value": "https://api.example.com"}
  ]
)

Create a Cron Job:

create_cron_job(
  name: "daily-cleanup",
  runtime: "node",
  repo: "https://github.com/username/repo",
  schedule: "0 0 * * *",  # Daily at midnight (cron syntax)
  buildCommand: "npm ci",
  startCommand: "node scripts/cleanup.js",
  plan: "free"
)

Create a PostgreSQL Database:

create_postgres(
  name: "myapp-db",
  plan: "free",  # free, basic_256mb, basic_1gb, basic_4gb, pro_4gb, etc.
  region: "oregon"
)

Create a Key-Value Store (Redis):

create_key_value(
  name: "myapp-cache",
  plan: "free",  # free, starter, standard, pro, pro_plus
  region: "oregon",
  maxmemoryPolicy: "allkeys_lru"  # eviction policy
)

Step 3: Configure Environment Variables

After creating services, add environment variables:

update_environment_variables(
  serviceId: "<service-id-from-creation>",
  envVars: [
    {"key": "DATABASE_URL", "value": "<connection-string>"},
    {"key": "JWT_SECRET", "value": "<secret-value>"},
    {"key": "API_KEY", "value": "<api-key>"}
  ]
)

Note: For database connection strings, get the internal URL from the database details in Dashboard or via get_postgres(postgresId: "<id>").

Step 4: Verify Deployment

Services with autoDeploy: "yes" (default) will deploy automatically when created.

Check deployment status:

list_deploys(serviceId: "<service-id>", limit: 1)

Monitor logs for errors:

list_logs(resource: ["<service-id>"], level: ["error"], limit: 50)

Check health metrics:

get_metrics(
  resourceId: "<service-id>",
  metricTypes: ["http_request_count", "cpu_usage", "memory_usage"]
)

Back to openai/skills (Skills Catalog for Codex) or Agent skills.