--- name: automate-whatsapp description: "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." --- # 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 ```js 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): ```bash npm i ``` Examples: ```bash 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 ```text [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} ```