/SKILL

Lifecycle Manager - Developer Skills Guide

Lifecycle Manager (LCM) provides a declarative framework for managing the lifecycle of reusable resources. Define a resource model (schema + actions), create instances of it, and run workflow-driven actions to create, update, or delete those instances — with full execution history and optional pre/post transformations.

Concepts

• Resource Model — a template defining what a resource looks like (JSON Schema) and what actions can be performed on it. Actions link to workflows.
• Resource Instance — a concrete instantiation of a model. Stores instanceData conforming to the model's schema. Tracks state and last action.
• Action — an operation on an instance (create, update, delete, import). Each action can have a workflow, pre-transformation, and post-transformation.
• Action Execution — an audit record of running an action. Tracks 3 phases: preTransformation → workflow → postTransformation.
• Instance Group — a collection of instances (manual list or dynamic filter) for bulk operations. Requires LCM_GROUPS_ENABLED=true.

Gotchas

• Base path is /lifecycle-manager (hyphens), NOT /lifecycle_manager (underscores)
• Response shape is {message, data, metadata} — same as projects, NOT {status, result} like inventory manager
• Pagination metadata uses {skip, limit, total, currentPageSize, nextPageSkip, previousPageSkip}
• Sort requires BOTH sort and order parameters: ?sort=startTime&order=-1. The - prefix syntax (sort=-startTime) does NOT work — returns error.
• PUT /resources/{modelId}/instances/{instanceId} only updates name and description — NOT instanceData. You must run an action to modify instance data.
• Create actions: instance parameter is forbidden, use instanceName instead
• Update/delete actions: instance (ID or object) is required
• Action _id is a 4-char hex string (same as workflow task IDs)
• Instance states: "0001" = Ready, "0000" = Error, "0002" = Deleted
• DELETE /resources/{id} does NOT delete instances by default — pass ?delete-associated-instances=true to cascade
• Bulk actions and instance groups require LCM_GROUPS_ENABLED=true environment variable
• Action workflows MUST output a job variable named instance containing the instance data. Without it, the action fails validation with "workflow does not output a value for 'instance'". Use a merge task to build the instance object and wire outgoing to $var.job.instance.
• Action job type is 'resource:action', not 'automation'
• Transformations are Jinja2 templates referenced by template ID (preWorkflowJst / postWorkflowJst)

API Reference

Base Path: /lifecycle-manager

Resource Models

Method	Endpoint	Description
POST	/lifecycle-manager/resources	Create a new resource model
GET	/lifecycle-manager/resources	List resource models (searchable)
GET	/lifecycle-manager/resources/{id}	Get a single resource model
PUT	/lifecycle-manager/resources/{id}	Update a resource model
DELETE	/lifecycle-manager/resources/{id}	Delete a resource model
POST	/lifecycle-manager/resources/import	Import a resource model
GET	/lifecycle-manager/resources/{modelId}/export	Export a resource model
POST	/lifecycle-manager/resources/{modelId}/edit	Auto-generate action workflows and transformations
POST	/lifecycle-manager/resources/{modelId}/actions/validate	Validate action definitions

Create a resource model:

POST /lifecycle-manager/resources

{
  "name": "Network Service",
  "description": "Manages network service lifecycle",
  "schema": {
    "$id": "network-service",
    "type": "object",
    "required": ["service_name", "vlan_id"],
    "properties": {
      "service_name": {"type": "string"},
      "vlan_id": {"type": "integer"},
      "status": {"type": "string", "enum": ["provisioned", "active", "decommissioned"]}
    }
  },
  "actions": [
    {
      "_id": "a1b2",
      "name": "Provision",
      "type": "create",
      "workflow": null,
      "preWorkflowJst": null,
      "postWorkflowJst": null
    },
    {
      "_id": "c3d4",
      "name": "Update Config",
      "type": "update",
      "workflow": null,
      "preWorkflowJst": null,
      "postWorkflowJst": null
    },
    {
      "_id": "e5f6",
      "name": "Decommission",
      "type": "delete",
      "workflow": null,
      "preWorkflowJst": null,
      "postWorkflowJst": null
    }
  ]
}

• schema — JSON Schema (draft-07) defining valid instance data
• actions[]._id — 4-char hex ID (same convention as workflow task IDs)
• actions[].type — "create", "update", "delete", or "import"
• actions[].workflow — workflow ID to execute (set after creating the workflow, or use the edit endpoint to auto-generate)
• actions[].preWorkflowJst / postWorkflowJst — template IDs for Jinja2 transformations before/after the workflow

Response:

{
  "message": "Successfully created resource model",
  "data": {
    "_id": "687fe493ef863896dcba8d78",
    "name": "Network Service",
    "schema": {...},
    "actions": [...],
    "created": "2026-03-04T...",
    "createdBy": "[email protected]"
  },
  "metadata": {}
}

Auto-generate action workflows:

POST /lifecycle-manager/resources/{modelId}/edit

{
  "editType": "generate-action-workflow",
  "actionId": "a1b2"
}

Edit types: generate-action-workflow, generate-action-pre-transformation, generate-action-post-transformation

Delete with cascade:

DELETE /lifecycle-manager/resources/{id}?delete-associated-instances=true

Resource Instances

Method	Endpoint	Description
GET	/lifecycle-manager/resources/{modelId}/instances	List instances (searchable)
GET	/lifecycle-manager/resources/{modelId}/instances/{instanceId}	Get a single instance
PUT	/lifecycle-manager/resources/{modelId}/instances/{instanceId}	Update instance name/description only
POST	/lifecycle-manager/resources/{modelId}/instances/import	Import an instance
GET	/lifecycle-manager/resources/{modelId}/instances/{instanceId}/export	Export an instance

Instance structure:

{
  "_id": "687fea14ef863896dcba8d79",
  "name": "customer-portal",
  "description": "Customer portal service",
  "modelId": "687fe493ef863896dcba8d78",
  "instanceData": {
    "service_name": "customer-portal",
    "vlan_id": 100,
    "status": "active"
  },
  "stateId": "0001",
  "lastAction": {
    "_id": "a1b2",
    "executionId": "67d07212df84d4150b6498f7",
    "name": "Provision",
    "type": "create",
    "status": "complete"
  },
  "created": "2026-03-04T...",
  "lastUpdated": "2026-03-04T..."
}

Note: instanceData can only be modified by running an action — NOT by PUT. The PUT endpoint only updates name and description.

Running Actions

Method	Endpoint	Description
POST	/lifecycle-manager/resources/{modelId}/run-action	Run an action on a single instance
POST	/lifecycle-manager/resources/{modelId}/run-bulk-action	Run an action on multiple instances

Run a create action (new instance):

POST /lifecycle-manager/resources/{modelId}/run-action

{
  "actionId": "a1b2",
  "instanceName": "customer-portal",
  "instanceDescription": "Customer portal service",
  "inputs": {
    "service_name": "customer-portal",
    "vlan_id": 100
  }
}

Run an update/delete action (existing instance):

{
  "actionId": "c3d4",
  "instance": "687fea14ef863896dcba8d79",
  "inputs": {
    "new_vlan_id": 200
  }
}

• instance — instance ID or full instance object (required for update/delete, forbidden for create)
• inputs — workflow input variables (optional, passed to the action workflow)

Response:

{
  "success": true,
  "data": {
    "executionId": "67d07212df84d4150b6498f7"
  }
}

Run bulk action (requires LCM_GROUPS_ENABLED):

{
  "actionId": "c3d4",
  "instances": ["id1", "id2", "id3"],
  "inputs": {"base_config": "standard"},
  "inputOverrides": [
    {"instanceId": "id1", "inputs": {"vlan_id": 100}},
    {"instanceId": "id2", "inputs": {"vlan_id": 200}}
  ]
}

Action Execution History

Method	Endpoint	Description
GET	/lifecycle-manager/action-executions	List all action executions (searchable)
GET	/lifecycle-manager/action-executions/{id}	Get a single execution record
POST	/lifecycle-manager/action-executions/{executionId}/cancel	Cancel a running execution

Execution record:

{
  "_id": "67d07212df84d4150b6498f7",
  "modelId": "687fe493ef863896dcba8d78",
  "modelName": "Network Service",
  "instanceId": "687fea14ef863896dcba8d79",
  "instanceName": "customer-portal",
  "actionId": "a1b2",
  "actionName": "Provision",
  "actionType": "create",
  "status": "complete",
  "startTime": "2026-03-04T12:00:00Z",
  "endTime": "2026-03-04T12:00:05Z",
  "jobId": "24-char-workflow-engine-job-id",
  "progress": [
    {"_id": "preTransformation", "status": "complete"},
    {"_id": "workflow", "status": "complete"},
    {"_id": "postTransformation", "status": "complete"}
  ],
  "errors": []
}

Execution statuses: running, complete, error, canceled, paused

Query parameters for filtering:

• equals[status]=complete — exact match
• contains[modelName]=Network — substring match
• in[status]=running,complete — match any in list
• gt[startTime]=2026-03-01 — greater than
• sort=startTime&order=-1 — sort descending (requires BOTH sort and order)
• skip=0&limit=25 — pagination

Instance Groups (conditional)

Requires LCM_GROUPS_ENABLED=true environment variable.

Method	Endpoint	Description
POST	/lifecycle-manager/resources/{modelId}/groups	Create a group
GET	/lifecycle-manager/resources/{modelId}/groups	List groups
GET	/lifecycle-manager/resources/{modelId}/groups/{groupId}	Get a group
PATCH	/lifecycle-manager/resources/{modelId}/groups/{groupId}	Update a group
DELETE	/lifecycle-manager/resources/{modelId}/groups/{groupId}	Delete a group

Group types:

• manual — explicit list of instance IDs: {"type": "manual", "instances": ["id1", "id2"]}
• dynamic — filter-based: {"type": "dynamic", "filter": {"status": "active"}}

Action Execution Flow

When an action runs, it goes through 3 phases:

1. Pre-Transformation (optional)
   └── Jinja2 template transforms inputs before workflow

2. Workflow Execution
   └── Runs the action's linked workflow with (transformed) inputs

3. Post-Transformation (optional)
   └── Jinja2 template transforms workflow outputs
   └── Can produce/update instance data

Errors at any phase stop execution. Each phase has its own status tracked in the progress array.

Helper Templates

File	Purpose
${CLAUDE_PLUGIN_ROOT}/helpers/lcm-action-workflow.json	LCM action workflow with merge task that outputs instance variable. Start from this — it prevents the "workflow does not output a value for 'instance'" error.

Developer Scenarios

1. Create a resource model with actions

1. POST /lifecycle-manager/resources                    → create model with schema + actions
2. Create workflows for each action in /itential-studio
3. PUT /lifecycle-manager/resources/{id}                → update actions with workflow IDs
4. POST /lifecycle-manager/resources/{id}/actions/validate → verify actions are valid

2. Run the full lifecycle

1. POST /lifecycle-manager/resources/{id}/run-action    → create action (new instance)
2. GET  /lifecycle-manager/action-executions/{execId}   → check execution status
3. GET  /lifecycle-manager/resources/{id}/instances      → see created instance
4. POST /lifecycle-manager/resources/{id}/run-action    → update action (modify instance)
5. POST /lifecycle-manager/resources/{id}/run-action    → delete action (decommission)

3. Track and debug execution history

1. GET /lifecycle-manager/action-executions?equals[status]=error → find failed executions
2. GET /lifecycle-manager/action-executions/{id}        → check progress phases + errors
3. Check errors[].origin to identify which phase failed
4. Fix the workflow/transformation and re-run the action