automate-whatsapp

Automation & Intégrations

"Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automating WhatsApp conversations and event handling."

Documentation

Automate WhatsApp

When to use

Use this skill to build and run WhatsApp automations: workflow CRUD, graph edits, triggers, executions, function management, app integrations, and D1 database operations.

Setup

Env vars:

●KAPSO_API_BASE_URL (host only, no /platform/v1)
●KAPSO_API_KEY

How to

Edit a workflow graph

1.Fetch graph: node scripts/get-graph.js (note the lock_version)
2.Edit the JSON (see graph rules below)
3.Validate: node scripts/validate-graph.js --definition-file
4.Update: node scripts/update-graph.js --expected-lock-version --definition-file
5.Re-fetch to confirm

For small edits, use edit-graph.js with --old-file and --new-file instead.

If you get a lock_version conflict: re-fetch, re-apply changes, retry with new lock_version.

Manage triggers

1.List: node scripts/list-triggers.js
2.Create: node scripts/create-trigger.js --trigger-type --phone-number-id
3.Toggle: node scripts/update-trigger.js --trigger-id --active true|false
4.Delete: node scripts/delete-trigger.js --trigger-id

For inbound_message triggers, first run node scripts/list-whatsapp-phone-numbers.js to get phone_number_id.

Debug executions

1.List: node scripts/list-executions.js
2.Inspect: node scripts/get-execution.js
3.Get value: node scripts/get-context-value.js --variable-path vars.foo
4.Events: node scripts/list-execution-events.js

Create and deploy a function

1.Write code with handler signature (see function rules below)
2.Create: node scripts/create-function.js --name --code-file
3.Deploy: node scripts/deploy-function.js --function-id
4.Verify: node scripts/get-function.js --function-id

Set up agent node with app integrations

1.Find model: node scripts/list-provider-models.js
2.Find account: node scripts/list-accounts.js --app-slug (use pipedream_account_id)
3.Find action: node scripts/search-actions.js --query --app-slug (action_id = key)
4.Create integration: node scripts/create-integration.js --action-id --app-slug --account-id --configured-props
5.Add tools to agent node via flow_agent_app_integration_tools

Database CRUD

1.List tables: node scripts/list-tables.js
2.Query: node scripts/query-rows.js --table --filters
3.Create/update/delete with row scripts

Graph rules

●Exactly one start node with id = start
●Never change existing node IDs
●Use {node_type}_{timestamp_ms} for new node IDs
●Non-decide nodes have 0 or 1 outgoing next edge
●Decide edge labels must match conditions[].label
●Edge keys are source/target/label (not from/to)

For full schema details, see references/graph-contract.md.

Function rules

async function handler(request, env) {
  // Parse input
  const body = await request.json();
  // Use env.KV and env.DB as needed
  return new Response(JSON.stringify({ result: "ok" }));
}
●Do NOT use export, export default, or arrow functions
●Return a Response object

Execution context

Always use this structure:

●vars - user-defined variables
●system - system variables
●context - channel data
●metadata - request metadata

Scripts

Workflows

| Script | Purpose |

|--------|---------|

| list-workflows.js | List workflows (metadata only) |

| get-workflow.js | Get workflow metadata |

| create-workflow.js | Create a workflow |

| update-workflow-settings.js | Update workflow settings |

Graph

| Script | Purpose |

|--------|---------|

| get-graph.js | Get workflow graph + lock_version |

| edit-graph.js | Patch graph via string replacement |

| update-graph.js | Replace entire graph |

| validate-graph.js | Validate graph structure locally |

Triggers

| Script | Purpose |

|--------|---------|

| list-triggers.js | List triggers for a workflow |

| create-trigger.js | Create a trigger |

| update-trigger.js | Enable/disable a trigger |

| delete-trigger.js | Delete a trigger |

| list-whatsapp-phone-numbers.js | List phone numbers for trigger setup |

Executions

| Script | Purpose |

|--------|---------|

| list-executions.js | List executions |

| get-execution.js | Get execution details |

| get-context-value.js | Read value from execution context |

| update-execution-status.js | Force execution state |

| resume-execution.js | Resume waiting execution |

| list-execution-events.js | List execution events |

Functions

| Script | Purpose |

|--------|---------|

| list-functions.js | List project functions |

| get-function.js | Get function details + code |

| create-function.js | Create a function |

| update-function.js | Update function code |

| deploy-function.js | Deploy function to runtime |

| invoke-function.js | Invoke function with payload |

| list-function-invocations.js | List function invocations |

App integrations

| Script | Purpose |

|--------|---------|

| list-apps.js | Search integration apps |

| search-actions.js | Search actions (action_id = key) |

| get-action-schema.js | Get action JSON schema |

| list-accounts.js | List connected accounts |

| create-connect-token.js | Create OAuth connect link |

| configure-prop.js | Resolve remote_options for a prop |

| reload-props.js | Reload dynamic props |

| list-integrations.js | List saved integrations |

| create-integration.js | Create an integration |

| update-integration.js | Update an integration |

| delete-integration.js | Delete an integration |

Databases

| Script | Purpose |

|--------|---------|

| list-tables.js | List D1 tables |

| get-table.js | Get table schema + sample rows |

| query-rows.js | Query rows with filters |

| create-row.js | Create a row |

| update-row.js | Update rows |

| upsert-row.js | Upsert a row |

| delete-row.js | Delete rows |

OpenAPI

| Script | Purpose |

|--------|---------|

| openapi-explore.mjs | Explore OpenAPI (search/op/schema/where) |

Install deps (once):

npm i

Examples:

node scripts/openapi-explore.mjs --spec workflows search "variables"
node scripts/openapi-explore.mjs --spec workflows op getWorkflowVariables
node scripts/openapi-explore.mjs --spec platform op queryDatabaseRows

Notes

●Prefer file paths over inline JSON (--definition-file, --code-file)
●action_id is the same as key from search-actions
●--account-id uses pipedream_account_id from list-accounts
●Variable CRUD (variables-set.js, variables-delete.js) is blocked - Platform API doesn't support it
●Raw SQL execution is not supported via Platform API

References

Read before editing:

●[references/graph-contract.md](references/graph-contract.md) - Graph schema, computed vs editable fields, lock_version
●[references/node-types.md](references/node-types.md) - Node types and config shapes
●[references/workflow-overview.md](references/workflow-overview.md) - Execution flow and states

Other references:

●[references/execution-context.md](references/execution-context.md) - Context structure and variable substitution
●[references/triggers.md](references/triggers.md) - Trigger types and setup
●[references/app-integrations.md](references/app-integrations.md) - App integration and variable_definitions
●[references/functions-reference.md](references/functions-reference.md) - Function management
●[references/functions-payloads.md](references/functions-payloads.md) - Payload shapes for functions
●[references/databases-reference.md](references/databases-reference.md) - Database operations

Assets

| File | Description |

|------|-------------|

| workflow-linear.json | Minimal linear workflow |

| workflow-decision.json | Minimal branching workflow |

| workflow-agent-simple.json | Minimal agent workflow |

| workflow-customer-support-intake-agent.json | Customer support intake |

| workflow-interactive-buttons-decide-function.json | Interactive buttons + decide (function) |

| workflow-interactive-buttons-decide-ai.json | Interactive buttons + decide (AI) |

| workflow-api-template-wait-agent.json | API trigger + template + agent |

| function-decide-route-interactive-buttons.json | Function for button routing |

| agent-app-integration-example.json | Agent node with app integrations |

Related skills

●integrate-whatsapp - Onboarding, webhooks, messaging, templates, flows
●observe-whatsapp - Debugging, logs, health checks

[automate-whatsapp file map]|root: .
|.:{package.json,SKILL.md}
|assets:{agent-app-integration-example.json,databases-example.json,function-decide-route-interactive-buttons.json,functions-example.json,workflow-agent-simple.json,workflow-api-template-wait-agent.json,workflow-customer-support-intake-agent.json,workflow-decision.json,workflow-interactive-buttons-decide-ai.json,workflow-interactive-buttons-decide-function.json,workflow-linear.json}
|references:{app-integrations.md,databases-reference.md,execution-context.md,function-contracts.md,functions-payloads.md,functions-reference.md,graph-contract.md,node-types.md,triggers.md,workflow-overview.md,workflow-reference.md}
|scripts:{configure-prop.js,create-connect-token.js,create-function.js,create-integration.js,create-row.js,create-trigger.js,create-workflow.js,delete-integration.js,delete-row.js,delete-trigger.js,deploy-function.js,edit-graph.js,get-action-schema.js,get-context-value.js,get-execution-event.js,get-execution.js,get-function.js,get-graph.js,get-table.js,get-workflow.js,invoke-function.js,list-accounts.js,list-apps.js,list-execution-events.js,list-executions.js,list-function-invocations.js,list-functions.js,list-integrations.js,list-provider-models.js,list-tables.js,list-triggers.js,list-whatsapp-phone-numbers.js,list-workflows.js,openapi-explore.mjs,query-rows.js,reload-props.js,resume-execution.js,search-actions.js,update-execution-status.js,update-function.js,update-graph.js,update-integration.js,update-row.js,update-trigger.js,update-workflow-settings.js,upsert-row.js,validate-graph.js,variables-delete.js,variables-list.js,variables-set.js}
|scripts/lib/databases:{args.js,filters.js,kapso-api.js}
|scripts/lib/functions:{args.js,kapso-api.js}
|scripts/lib/workflows:{args.js,kapso-api.js,result.js}

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