Aramb Metadata Generator

Analyze project structure and generate aramb.toml configuration with service definitions only. Uses APPLICATION_ID from environment variable.

Inputs

• •requirements: What metadata to generate or update
• •project_path: Root directory to analyze (defaults to current directory)
• •validation_criteria: Self-validation criteria (critical, expected, nice_to_have)

Prerequisites

CRITICAL: APPLICATION_ID environment variable MUST be set:

if [ -z "$APPLICATION_ID" ]; then
  echo "ERROR: APPLICATION_ID environment variable not set"
  echo "Set it with: export APPLICATION_ID=your-app-id"
  exit 1
fi

CRITICAL RULE: Build Service Separation

When backend code needs to be built, you MUST create TWO services:

1. Build Service (type="build") - Backend Only

• •Settings: repoUrl, buildPath, targetBranches, installationId = "123456789" (dummy value)
• •Outputs: outputs.IMAGE_URL (Docker images)
• •Excludes: image, cmd, commandPort, publicNet, vars, secrets

2. Runtime Service (type="backend")

• •Settings: image = ${buildServiceId.outputs.IMAGE_URL}
• •Settings: cmd, commandPort, publicNet
• •Includes: vars, secrets as needed
• •Excludes: repoUrl, buildPath, targetBranches, installationId

Exceptions

• •Databases (postgres, redis, mongodb) use image directly without build service
• •Pre-built containers use image directly without build service
• •Frontend services are created as single services (type="frontend") with static build configuration, NO separate build service

Task Chat Communication

Send progress updates to the task chat so users can follow along. Use TaskUserResponse MCP tool for key milestones:

When to send updates:

• •Starting: What you're analyzing
• •Key milestones: Services discovered, configuration generated
• •Completion: Summary of services created in aramb.toml

Example:

TaskUserResponse(message="🔍 Analyzing project structure. Found docker-compose.yml, scanning for services...")

TaskUserResponse(message="📋 Discovered 4 services: postgres-db, backend-build, backend-api, frontend-web. Generating aramb.toml...")

TaskUserResponse(message="✅ Generated aramb.toml with 4 services. Backend uses build service (101) → runtime (102). Ready for deployment.")

Keep messages concise. Focus on what was discovered and created.

Workflow

0. Validate APPLICATION_ID (CRITICAL FIRST STEP)

if [ -z "$APPLICATION_ID" ]; then
  echo "ERROR: APPLICATION_ID environment variable not set"
  echo "Set it with: export APPLICATION_ID=your-app-id"
  exit 1
fi

echo "Using APPLICATION_ID: $APPLICATION_ID"

1. Discover Services

Docker Compose Analysis:

• •Search for docker-compose.yml, docker-compose.yaml, compose.yml
• •Extract services, ports, environment variables, volumes, dependencies
• •Identify database images (postgres:15, redis:7, mongo:6)

Codebase Analysis (ALWAYS required):

• •Environment files: .env, .env.example, .env.production
• •Config files: config.js, settings.py, application.yml, config.toml
• •Package files: package.json, go.mod, requirements.txt, Cargo.toml
• •Source code: Search for process.env, os.Getenv(), os.environ
• •Framework detection: Express, FastAPI, Gin, Django, React, Vue, Angular, Next.js
• •Build files: Dockerfile, Makefile, build scripts

2. Map Service Types

Rules:

• •Backend code to build: TWO services (build + runtime)
• •Frontend code: Single service (type="frontend") with static build configuration
• •Databases: Single service with image only
• •Pre-built containers: Single service with image only
• •Build service ID < Runtime service ID (sequential ordering for backends)
• •Build services: Auto-generate installationId = "123456789" (dummy value)

3. Extract Configuration

Vars (Non-sensitive):

• •Database: POSTGRES_DB, POSTGRES_USER, DB_HOST, DB_PORT
• •Application: PORT, NODE_ENV, ENVIRONMENT, DEBUG, API_URL
• •Configuration: TIMEOUT, MAX_CONNECTIONS, feature flags

Secrets (Sensitive - leave empty):

• •Passwords: POSTGRES_PASSWORD, DB_PASSWORD, MYSQL_PASSWORD
• •Tokens: API_KEY, AUTH_TOKEN, JWT_SECRET, SECRET_KEY
• •Credentials: PRIVATE_KEY, OAUTH_CLIENT_SECRET, SESSION_SECRET

Secret Detection Keywords (case-insensitive):

• •Classify as secret: PASSWORD, PASSWD, PWD, SECRET, TOKEN, API_KEY, PRIVATE, CREDENTIAL, JWT, OAUTH
• •Classify as var: HOST, PORT, URL, ENDPOINT, DATABASE, DB_NAME, DB_USER, ENVIRONMENT, DEBUG

Service References:

• •Vars: ${uniqueIdentifier.vars.KEY}
• •Secrets: ${uniqueIdentifier.secrets.KEY}
• •Build outputs: ${uniqueIdentifier.outputs.IMAGE_URL} or ${uniqueIdentifier.outputs.PATH}

4. Generate TOML Structure

CRITICAL: Only create services. Do NOT create project, application, or config_status sections.

Build Services: Always set installationId = "123456789" (dummy value for all build services)

Vars and Secrets: Create INDEPENDENT values for database credentials:

• •Database names: Use project-specific names (e.g., "notesdb", "myapp_db")
• •Usernames: Use default database usernames (e.g., "postgres", "root", "admin")
• •Passwords: Leave as EMPTY strings (value = "")
• •Ports: Use standard ports (PostgreSQL: 5432, MySQL: 3306, Redis: 6379, MongoDB: 27017)
• •Hosts: Use service names for container networking (e.g., "postgres", "redis", "mongodb")

DO NOT use placeholders or references for basic database configuration - create actual independent values

# Example: Database Service (pre-built image)
[[services]]
uniqueIdentifier = 100
name = "postgres-db"
type = "postgres"
description = "PostgreSQL database service for application data storage"
applicationID = "8ab0de2a-385c-42f8-8671-185b108802f6"  # Actual value from $APPLICATION_ID

[services.configuration.settings]
image = "postgres:15"
commandPort = 5432
publicNet = false

[[services.configuration.vars]]
key = "POSTGRES_DB"
value = "myapp"

[[services.configuration.vars]]
key = "POSTGRES_USER"
value = "postgres"

[[services.configuration.secrets]]
key = "POSTGRES_PASSWORD"
value = ""

# Example: Backend Build Service
[[services]]
uniqueIdentifier = 101
name = "backend-build"
type = "build"
description = "Build service for backend API Docker image"
applicationID = "8ab0de2a-385c-42f8-8671-185b108802f6"  # Actual value from $APPLICATION_ID

[services.configuration.settings]
repoUrl = "https://github.com/user/repo"
buildPath = "."
targetBranches = ["main"]
installationId = "123456789"  # Dummy value - auto-generated
# Outputs: outputs.IMAGE_URL

# Example: Backend Runtime Service
[[services]]
uniqueIdentifier = 102
name = "backend-api"
type = "backend"
description = "Backend API service handling business logic and data processing"
applicationID = "8ab0de2a-385c-42f8-8671-185b108802f6"  # Actual value from $APPLICATION_ID

[services.configuration.settings]
image = "${101.outputs.IMAGE_URL}"
cmd = "npm start"
commandPort = 8080
publicNet = true

[[services.configuration.vars]]
key = "PORT"
value = "8080"

[[services.configuration.vars]]
key = "DB_HOST"
value = "localhost"

[[services.configuration.secrets]]
key = "DATABASE_URL"
value = "postgres://${100.vars.POSTGRES_USER}:${100.secrets.POSTGRES_PASSWORD}@localhost:5432/${100.vars.POSTGRES_DB}"
# ↑ SECRET because it references ${100.secrets.POSTGRES_PASSWORD}

[[services.configuration.secrets]]
key = "JWT_SECRET"
value = ""

# Example: Frontend Service (Single Service - No Build Service)
[[services]]
uniqueIdentifier = 103
name = "frontend-web"
type = "frontend"
description = "Frontend web application serving static files to users"
applicationID = "8ab0de2a-385c-42f8-8671-185b108802f6"  # Actual value from $APPLICATION_ID

[services.configuration.settings]
staticPath = "./frontend/dist"  # Local build output directory
cmd = "npx http-server"
commandPort = 8080
publicNet = true

[[services.configuration.vars]]
key = "API_URL"
value = "http://localhost:8080"

IMPORTANT:

• •Do NOT create [config_status] section
• •Use actual APPLICATION_ID value from environment variable
• •Create independent database credentials (db names, usernames)
• •Leave passwords as empty strings

5. Update Existing TOML

If aramb.toml exists:

• •Read existing configuration
• •Merge new services (avoid duplicates)
• •Preserve existing uniqueIdentifiers
• •Do NOT create or update config_status section

Constraints

uniqueIdentifiers

• •Services: 100, 101, 102, ... (sequential, no gaps, no duplicates)
• •Build service ID < Runtime service ID

APPLICATION_ID

• •MUST be set in environment variable
• •MUST exit with error if not found
• •MUST use actual APPLICATION_ID value in all services (NOT placeholder)
• •Example: applicationID = "8ab0de2a-385c-42f8-8671-185b108802f6" (actual value from $APPLICATION_ID)

Service Description

• •MUST include description field for ALL services
• •MUST be clear and concise (1-2 sentences)
• •MUST describe the service's purpose and role in the application
• •Examples:
  • •Database: "PostgreSQL database service for application data storage"
  • •Backend: "Backend API service handling business logic and data processing"
  • •Frontend: "Frontend web application serving static files to users"
  • •Build: "Build service for backend API Docker image"

Service Types

• •Supported: aramb-agent, backend, build, frontend, mongodb, onboarding, postgres, redis, template
• •Build service: Always type="build"
• •Runtime service: backend, frontend, aramb-agent, onboarding, template
• •Database: postgres, redis, mongodb

Settings Validation

Build Service (type="build") - Backend Only:

• •MUST have: description (clear, concise service purpose)
• •MUST have: repoUrl, buildPath, targetBranches, installationId = "123456789" (auto-generated dummy value)
• •MUST NOT have: image, cmd, commandPort, publicNet, vars, secrets

Backend Runtime Service (type="backend"):

• •MUST have: description (clear, concise service purpose)
• •MUST have: image (reference to build output, e.g., ${101.outputs.IMAGE_URL})
• •MUST have: cmd, commandPort
• •MUST NOT have: repoUrl, buildPath, targetBranches, installationId
• •MUST have: Corresponding build service with lower uniqueIdentifier

Frontend Service (type="frontend") - Single Service:

• •MUST have: description (clear, concise service purpose)
• •MUST have: staticPath (local path to build output, e.g., "./frontend/dist")
• •MUST have: cmd, commandPort
• •MUST NOT have: repoUrl, buildPath, targetBranches, installationId, image
• •NO build service required - frontend builds happen locally

Database Service (postgres, redis, mongodb):

• •MUST have: description (clear, concise service purpose)
• •MUST have: image (direct, e.g., "postgres:15")
• •MUST NOT have: repoUrl, buildPath, targetBranches, installationId

Pre-built Container Service:

• •MUST have: description (clear, concise service purpose)
• •MUST have: image (direct, e.g., "myorg/app:latest")
• •MUST NOT have: repoUrl, buildPath, targetBranches, installationId

NEVER: Both image (direct) and repoUrl in same service

Vars & Secrets

CRITICAL CONSTRAINT: Secrets can ONLY be referenced in secrets, vars can be referenced anywhere

Rules:

1. •If a value references another service's SECRET → it MUST be a SECRET
2. •If a value references only VARS → it CAN be a VAR or SECRET
3. •If a value has NO references → it CAN be a VAR or SECRET

Example (CORRECT):

# Service 100: Database
[[services.configuration.secrets]]
key = "POSTGRES_PASSWORD"
value = ""

# Service 102: Backend
[[services.configuration.secrets]]  # ← SECRET because it references a secret
key = "DATABASE_URL"
value = "postgres://${100.vars.POSTGRES_USER}:${100.secrets.POSTGRES_PASSWORD}@postgres:5432/${100.vars.POSTGRES_DB}"

Example (INCORRECT):

# Service 102: Backend
[[services.configuration.vars]]  # ✗ WRONG! References a secret but defined as var
key = "DATABASE_URL"
value = "postgres://...${100.secrets.POSTGRES_PASSWORD}..."  # ✗ Secret reference in var!

Guidelines:

• •Extract from codebase analysis (env files, config files, source code)
• •Never hardcode sensitive values
• •Leave secrets with empty values ("")
• •Use service references to avoid duplication
• •If referencing secrets → use secrets section
• •If referencing only vars → use vars section
• •Services ordered by dependency (higher IDs depend on lower IDs)

Self-Validation

Critical checks (MUST pass):

1. •APPLICATION_ID environment variable is set
2. •TOML syntax is valid
3. •Structure complete: Only services (100+), NO project, application, or config_status sections
4. •Service types valid: aramb-agent, backend, build, frontend, mongodb, onboarding, postgres, redis, template
5. •uniqueIdentifiers sequential: 100, 101, 102, ...
6. •Required fields present (service: name, type, description, applicationID)
7. •All services MUST have description field with clear, concise text (1-2 sentences)
8. •All services use actual APPLICATION_ID value from environment variable (NOT placeholder)
9. •Database vars have independent values: database names, usernames, ports, hosts
10. •Passwords and secrets are empty strings (value = "")
11. •Build service pattern followed for backends:
    • •Build services (type="build") have repoUrl, no cmd
    • •Backend runtime services reference build outputs, no repoUrl
    • •Build service ID < Backend runtime service ID
12. •Frontend services (type="frontend"):

• •Have staticPath pointing to local build directory
• •NO separate build service required
• •Have cmd and commandPort

1. •Database services have image, no repoUrl
2. •Vars and secrets extracted from codebase (not empty)
3. •Service references valid (${N.vars.KEY} points to existing service)
4. •Secrets empty or use references (never hardcoded)
5. •CRITICAL: Values referencing secrets MUST be in secrets section (NOT vars)
6. •CRITICAL: If ${N.secrets.KEY} appears in value → must be a secret, not a var

Error Handling

• •No services detected → Create minimal template with database and backend services
• •Unknown service type → Use "template" as default
• •Circular dependencies → Log warning, break cycle
• •Docker-compose parsing fails → Fall back to codebase analysis
• •APPLICATION_ID not set → EXIT with error immediately

Output

Return JSON summary:

{
  "file_created": "aramb.toml",
  "application_id": "8ab0de2a-385c-42f8-8671-185b108802f6",
  "structure": {
    "services": 4
  },
  "services_detected": [
    {"uniqueIdentifier": 100, "name": "postgres-db", "type": "postgres", "description": "PostgreSQL database service for application data storage", "applicationID": "8ab0de2a-385c-42f8-8671-185b108802f6"},
    {"uniqueIdentifier": 101, "name": "backend-build", "type": "build", "description": "Build service for backend API Docker image", "applicationID": "8ab0de2a-385c-42f8-8671-185b108802f6"},
    {"uniqueIdentifier": 102, "name": "backend-api", "type": "backend", "description": "Backend API service handling business logic and data processing", "applicationID": "8ab0de2a-385c-42f8-8671-185b108802f6"},
    {"uniqueIdentifier": 103, "name": "frontend-web", "type": "frontend", "description": "Frontend web application serving static files to users", "applicationID": "8ab0de2a-385c-42f8-8671-185b108802f6"}
  ],
  "build_outputs": {
    "101": "outputs.IMAGE_URL → service 102"
  },
  "frontend_static_builds": {
    "103": "staticPath: ./frontend/dist (local build)"
  },
  "vars_created": {
    "100": ["POSTGRES_DB=notesdb", "POSTGRES_USER=postgres"],
    "102": ["PORT=8080", "DB_HOST=localhost"],
    "103": ["API_URL=http://localhost:8080"]
  },
  "secrets_created": {
    "100": ["POSTGRES_PASSWORD=\"\""],
    "102": ["DATABASE_URL=postgresql://...", "JWT_SECRET=\"\""]
  },
  "reference_constraints_applied": [
    "DATABASE_URL placed in secrets (references POSTGRES_PASSWORD secret)",
    "All secret references only in secrets section",
    "Var references allowed in both vars and secrets"
  ],
  "service_references": [
    "102 → 100 (DB vars/secrets)",
    "102 → 101 (IMAGE_URL)"
  ],
  "notes": [
    "All services use actual APPLICATION_ID from environment",
    "Database credentials created with independent values",
    "Passwords left empty for security",
    "Build service has dummy installationId=123456789"
  ],
  "validation_passed": true
}