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Fix ruff config: consolidate into pyproject.toml (#4755)
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Co-authored-by: Suchintan Singh <suchintan@skyvern.com>
This commit is contained in:
Suchintan
GitHub
parent
757e859c7c
commit
b1e5eb9268
12 changed files with 435 additions and 828 deletions
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@ -105,7 +105,7 @@
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"/v1/run/workflows": {
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"post": {
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"tags": [
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"Workflow Runs"
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"Workflows"
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],
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"summary": "Run a workflow",
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"description": "Run a workflow",
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@ -228,7 +228,7 @@
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"get": {
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"tags": [
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"Agent",
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"Workflow Runs"
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"Workflows"
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],
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"summary": "Get a run by id",
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"description": "Get run information (task run, workflow run)",
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@ -334,7 +334,7 @@
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"post": {
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"tags": [
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"Agent",
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"Workflow Runs"
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"Workflows"
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],
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"summary": "Cancel a run by id",
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"description": "Cancel a run (task or workflow)",
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@ -571,15 +571,10 @@
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"type": "null"
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}
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],
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"description": "Case-insensitive substring search across: workflow title, folder name, and parameter metadata (key, description, default_value). A workflow is returned if any of these fields match. Soft-deleted parameter definitions are excluded. Takes precedence over the deprecated `title` parameter.",
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"examples": [
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"my_workflow",
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"login_url",
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"production"
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],
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"description": "Unified search across workflow title, folder name, and parameter metadata (key, description, default_value).",
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"title": "Search Key"
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},
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"description": "Case-insensitive substring search across: workflow title, folder name, and parameter metadata (key, description, default_value). A workflow is returned if any of these fields match. Soft-deleted parameter definitions are excluded. Takes precedence over the deprecated `title` parameter."
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"description": "Unified search across workflow title, folder name, and parameter metadata (key, description, default_value)."
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},
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{
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"name": "title",
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@ -587,12 +582,12 @@
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"required": false,
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"schema": {
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"type": "string",
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"description": "Deprecated: use search_key instead. Falls back to title-only search if search_key is not provided.",
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"description": "Deprecated: use search_key instead.",
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"deprecated": true,
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"default": "",
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"title": "Title"
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},
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"description": "Deprecated: use search_key instead. Falls back to title-only search if search_key is not provided.",
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"description": "Deprecated: use search_key instead.",
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"deprecated": true
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},
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{
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@ -1026,8 +1021,7 @@
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"/v1/runs/{run_id}/retry_webhook": {
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"post": {
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"tags": [
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"Agent",
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"Workflow Runs"
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"Agent"
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],
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"summary": "Retry run webhook",
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"description": "Retry sending the webhook for a run",
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@ -1125,7 +1119,7 @@
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"get": {
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"tags": [
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"Agent",
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"Workflow Runs"
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"Workflows"
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],
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"summary": "Get run timeline",
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"description": "Get timeline for a run (workflow run or task_v2 run)",
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@ -1214,158 +1208,6 @@
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]
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}
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},
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"/v1/workflows/runs": {
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"get": {
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"tags": [
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"Workflow Runs"
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],
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"summary": "List workflow runs",
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"description": "List workflow runs across all workflows for the current organization.\n\nResults are paginated and can be filtered by **status**, **search_key**, and **error_code**. All filters are combined with **AND** logic — a run must match every supplied filter to be returned.\n\n### search_key\n\nA case-insensitive substring search that matches against **any** of the following fields:\n\n| Searched field | Description |\n|---|---|\n| `workflow_run_id` | The unique run identifier (e.g. `wr_123…`) |\n| Parameter **key** | The `key` of any workflow parameter definition associated with the run |\n| Parameter **description** | The `description` of any workflow parameter definition |\n| Run parameter **value** | The actual value supplied for any parameter when the run was created |\n| `extra_http_headers` | Extra HTTP headers attached to the run (searched as raw JSON text) |\n\nSoft-deleted parameter definitions are excluded from key/description matching. A run is returned if **any** of the fields above contain the search term.\n\n### error_code\n\nAn **exact-match** filter against the `error_code` field inside each task's `errors` JSON array. A run matches if **any** of its tasks contains an error object with a matching `error_code` value. Error codes are user-defined strings set during workflow execution (e.g. `INVALID_CREDENTIALS`, `LOGIN_FAILED`, `CAPTCHA_DETECTED`).\n\n### Combining filters\n\nAll query parameters use AND logic:\n- `?status=failed` — only failed runs\n- `?status=failed&error_code=LOGIN_FAILED` — failed runs **and** have a LOGIN_FAILED error\n- `?status=failed&error_code=LOGIN_FAILED&search_key=prod_credential` — all three conditions must match",
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"operationId": "get_workflow_runs_v1_workflows_runs_get",
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"parameters": [
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{
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"name": "page",
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"in": "query",
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"required": false,
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"schema": {
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"type": "integer",
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"minimum": 1,
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"description": "Page number for pagination.",
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"default": 1,
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"title": "Page"
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},
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"description": "Page number for pagination."
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},
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{
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"name": "page_size",
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"in": "query",
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"required": false,
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"schema": {
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"type": "integer",
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"minimum": 1,
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"description": "Number of runs to return per page.",
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"default": 10,
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"title": "Page Size"
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},
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"description": "Number of runs to return per page."
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},
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{
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"name": "status",
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"in": "query",
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"required": false,
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"schema": {
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"anyOf": [
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{
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"type": "array",
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"items": {
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"$ref": "#/components/schemas/WorkflowRunStatus"
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}
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},
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{
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"type": "null"
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}
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],
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"description": "Filter by one or more run statuses.",
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"title": "Status"
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},
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"description": "Filter by one or more run statuses."
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},
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{
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"name": "search_key",
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"in": "query",
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"required": false,
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"schema": {
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"anyOf": [
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{
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"type": "string",
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"maxLength": 500
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},
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{
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"type": "null"
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}
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],
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"description": "Case-insensitive substring search across: workflow run ID, parameter key, parameter description, run parameter value, and extra HTTP headers. A run is returned if any of these fields match. Soft-deleted parameter definitions are excluded from key/description matching.",
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"examples": [
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"login_url",
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"credential_value",
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"wr_abc123"
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],
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"title": "Search Key"
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},
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"description": "Case-insensitive substring search across: workflow run ID, parameter key, parameter description, run parameter value, and extra HTTP headers. A run is returned if any of these fields match. Soft-deleted parameter definitions are excluded from key/description matching."
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},
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{
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"name": "error_code",
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"in": "query",
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"required": false,
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"schema": {
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"anyOf": [
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{
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"type": "string",
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"maxLength": 500
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},
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{
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"type": "null"
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}
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],
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"description": "Exact-match filter on the error_code field inside each task's errors JSON array. A run matches if any of its tasks contains an error with a matching error_code. Error codes are user-defined strings set during workflow execution.",
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"examples": [
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"INVALID_CREDENTIALS",
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"LOGIN_FAILED",
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"CAPTCHA_DETECTED"
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],
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"title": "Error Code"
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},
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"description": "Exact-match filter on the error_code field inside each task's errors JSON array. A run matches if any of its tasks contains an error with a matching error_code. Error codes are user-defined strings set during workflow execution."
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},
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{
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"name": "x-api-key",
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"in": "header",
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"required": false,
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"schema": {
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"anyOf": [
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{
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"type": "string"
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},
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{
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"type": "null"
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}
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],
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"description": "Skyvern API key for authentication. API key can be found at https://app.skyvern.com/settings.",
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"title": "X-Api-Key"
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},
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"description": "Skyvern API key for authentication. API key can be found at https://app.skyvern.com/settings."
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}
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],
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"responses": {
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"200": {
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"description": "Successful Response",
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"content": {
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"application/json": {
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"schema": {
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"type": "array",
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"items": {
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"$ref": "#/components/schemas/WorkflowRun"
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},
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"title": "Response Get Workflow Runs V1 Workflows Runs Get"
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}
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}
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}
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},
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"422": {
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"description": "Validation Error",
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"content": {
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"application/json": {
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"schema": {
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"$ref": "#/components/schemas/HTTPValidationError"
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}
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}
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}
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}
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},
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"x-fern-sdk-method-name": "get_workflow_runs"
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}
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},
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"/v1/workflows/{workflow_permanent_id}": {
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"get": {
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"tags": [
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@ -4121,11 +3963,6 @@
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],
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"title": "Has Mini Agent"
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},
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"skip_auto_complete_tab": {
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"type": "boolean",
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"title": "Skip Auto Complete Tab",
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"default": false
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},
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"created_at": {
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"anyOf": [
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{
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@ -8851,8 +8688,7 @@
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"csv",
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"excel",
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"pdf",
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"image",
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"docx"
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"image"
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],
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"title": "FileType"
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},
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@ -17899,326 +17735,6 @@
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"type": "object",
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"title": "WorkflowRequest"
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},
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"WorkflowRun": {
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"properties": {
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"workflow_run_id": {
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"type": "string",
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"title": "Workflow Run Id"
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},
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"workflow_id": {
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"type": "string",
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"title": "Workflow Id"
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},
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"workflow_permanent_id": {
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"type": "string",
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"title": "Workflow Permanent Id"
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},
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"organization_id": {
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"type": "string",
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"title": "Organization Id"
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},
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"browser_session_id": {
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"anyOf": [
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{
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"type": "string"
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},
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{
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"type": "null"
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}
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],
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"title": "Browser Session Id"
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},
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"browser_profile_id": {
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"anyOf": [
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{
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"type": "string"
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},
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{
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"type": "null"
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}
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],
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"title": "Browser Profile Id"
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},
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"debug_session_id": {
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"anyOf": [
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{
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"type": "string"
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},
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{
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"type": "null"
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}
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],
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"title": "Debug Session Id"
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},
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"status": {
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"$ref": "#/components/schemas/WorkflowRunStatus"
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},
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"extra_http_headers": {
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"anyOf": [
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{
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"additionalProperties": {
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"type": "string"
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},
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"type": "object"
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},
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{
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"type": "null"
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}
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],
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"title": "Extra Http Headers"
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},
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"proxy_location": {
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"anyOf": [
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{
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"$ref": "#/components/schemas/ProxyLocation"
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},
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{
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"$ref": "#/components/schemas/GeoTarget"
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},
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{
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"additionalProperties": true,
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"type": "object"
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},
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{
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"type": "null"
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}
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],
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"title": "Proxy Location"
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},
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"webhook_callback_url": {
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"anyOf": [
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{
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"type": "string"
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},
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{
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"type": "null"
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}
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],
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"title": "Webhook Callback Url"
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},
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"webhook_failure_reason": {
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"anyOf": [
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{
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"type": "string"
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},
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{
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"type": "null"
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}
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],
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"title": "Webhook Failure Reason"
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},
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"totp_verification_url": {
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"anyOf": [
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{
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||||
"type": "string"
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||||
},
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||||
{
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||||
"type": "null"
|
||||
}
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],
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"title": "Totp Verification Url"
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},
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"totp_identifier": {
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"anyOf": [
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||||
{
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||||
"type": "string"
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||||
},
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||||
{
|
||||
"type": "null"
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||||
}
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],
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"title": "Totp Identifier"
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},
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"failure_reason": {
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"anyOf": [
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{
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||||
"type": "string"
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||||
},
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||||
{
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"type": "null"
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}
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],
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"title": "Failure Reason"
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},
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"parent_workflow_run_id": {
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"anyOf": [
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{
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||||
"type": "string"
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||||
},
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{
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"type": "null"
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||||
}
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],
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"title": "Parent Workflow Run Id"
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},
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"workflow_title": {
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"anyOf": [
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||||
{
|
||||
"type": "string"
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||||
},
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||||
{
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||||
"type": "null"
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||||
}
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],
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"title": "Workflow Title"
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},
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"max_screenshot_scrolls": {
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||||
"anyOf": [
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||||
{
|
||||
"type": "integer"
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||||
},
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||||
{
|
||||
"type": "null"
|
||||
}
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||||
],
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||||
"title": "Max Screenshot Scrolls"
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||||
},
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"browser_address": {
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"anyOf": [
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||||
{
|
||||
"type": "string"
|
||||
},
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||||
{
|
||||
"type": "null"
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||||
}
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||||
],
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||||
"title": "Browser Address"
|
||||
},
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||||
"run_with": {
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"anyOf": [
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||||
{
|
||||
"type": "string"
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||||
},
|
||||
{
|
||||
"type": "null"
|
||||
}
|
||||
],
|
||||
"title": "Run With"
|
||||
},
|
||||
"script_run": {
|
||||
"anyOf": [
|
||||
{
|
||||
"$ref": "#/components/schemas/ScriptRunResponse"
|
||||
},
|
||||
{
|
||||
"type": "null"
|
||||
}
|
||||
]
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||||
},
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||||
"job_id": {
|
||||
"anyOf": [
|
||||
{
|
||||
"type": "string"
|
||||
},
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||||
{
|
||||
"type": "null"
|
||||
}
|
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],
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||||
"title": "Job Id"
|
||||
},
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"depends_on_workflow_run_id": {
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"anyOf": [
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{
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"type": "string"
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||||
},
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{
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"type": "null"
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||||
}
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],
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"title": "Depends On Workflow Run Id"
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},
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"sequential_key": {
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"anyOf": [
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{
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||||
"type": "string"
|
||||
},
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||||
{
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||||
"type": "null"
|
||||
}
|
||||
],
|
||||
"title": "Sequential Key"
|
||||
},
|
||||
"ai_fallback": {
|
||||
"anyOf": [
|
||||
{
|
||||
"type": "boolean"
|
||||
},
|
||||
{
|
||||
"type": "null"
|
||||
}
|
||||
],
|
||||
"title": "Ai Fallback"
|
||||
},
|
||||
"code_gen": {
|
||||
"anyOf": [
|
||||
{
|
||||
"type": "boolean"
|
||||
},
|
||||
{
|
||||
"type": "null"
|
||||
}
|
||||
],
|
||||
"title": "Code Gen"
|
||||
},
|
||||
"queued_at": {
|
||||
"anyOf": [
|
||||
{
|
||||
"type": "string",
|
||||
"format": "date-time"
|
||||
},
|
||||
{
|
||||
"type": "null"
|
||||
}
|
||||
],
|
||||
"title": "Queued At"
|
||||
},
|
||||
"started_at": {
|
||||
"anyOf": [
|
||||
{
|
||||
"type": "string",
|
||||
"format": "date-time"
|
||||
},
|
||||
{
|
||||
"type": "null"
|
||||
}
|
||||
],
|
||||
"title": "Started At"
|
||||
},
|
||||
"finished_at": {
|
||||
"anyOf": [
|
||||
{
|
||||
"type": "string",
|
||||
"format": "date-time"
|
||||
},
|
||||
{
|
||||
"type": "null"
|
||||
}
|
||||
],
|
||||
"title": "Finished At"
|
||||
},
|
||||
"created_at": {
|
||||
"type": "string",
|
||||
"format": "date-time",
|
||||
"title": "Created At"
|
||||
},
|
||||
"modified_at": {
|
||||
"type": "string",
|
||||
"format": "date-time",
|
||||
"title": "Modified At"
|
||||
}
|
||||
},
|
||||
"type": "object",
|
||||
"required": [
|
||||
"workflow_run_id",
|
||||
"workflow_id",
|
||||
"workflow_permanent_id",
|
||||
"organization_id",
|
||||
"status",
|
||||
"created_at",
|
||||
"modified_at"
|
||||
],
|
||||
"title": "WorkflowRun"
|
||||
},
|
||||
"WorkflowRunBlock": {
|
||||
"properties": {
|
||||
"workflow_run_block_id": {
|
||||
|
|
@ -19161,21 +18677,6 @@
|
|||
],
|
||||
"title": "WorkflowRunResponse"
|
||||
},
|
||||
"WorkflowRunStatus": {
|
||||
"type": "string",
|
||||
"enum": [
|
||||
"created",
|
||||
"queued",
|
||||
"running",
|
||||
"failed",
|
||||
"terminated",
|
||||
"canceled",
|
||||
"timed_out",
|
||||
"completed",
|
||||
"paused"
|
||||
],
|
||||
"title": "WorkflowRunStatus"
|
||||
},
|
||||
"WorkflowRunTimeline": {
|
||||
"properties": {
|
||||
"type": {
|
||||
|
|
|
|||
|
|
@ -114,7 +114,7 @@ dev = [
|
|||
"twine>=6.1.0,<7",
|
||||
"build>=1.2.2.post1,<2",
|
||||
"pre-commit>=4.2.0,<5",
|
||||
"ruff>=0.11.12,<0.12",
|
||||
"ruff>=0.14.1,<0.15",
|
||||
"aiosqlite>=0.21.0,<0.22",
|
||||
"moto[s3, server]>=5.1.5,<6",
|
||||
"curlify>=3.0.0",
|
||||
|
|
@ -191,12 +191,13 @@ exclude = [
|
|||
"site-packages",
|
||||
"venv",
|
||||
"alembic/env.py",
|
||||
"cloud/extensions",
|
||||
"skyvern-frontend",
|
||||
]
|
||||
line-length = 120
|
||||
target-version = "py311"
|
||||
|
||||
[tool.ruff.lint]
|
||||
extend-select = ["PLC0415"]
|
||||
|
||||
[tool.isort]
|
||||
profile = "black"
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
import { useEffect, useState } from "react";
|
||||
import { useEffect, useRef, useState } from "react";
|
||||
import { ReloadIcon, CopyIcon, CheckIcon } from "@radix-ui/react-icons";
|
||||
import { Button } from "@/components/ui/button";
|
||||
import {
|
||||
|
|
@ -40,6 +40,7 @@ type TestWebhookDialogProps = {
|
|||
runId?: string | null;
|
||||
initialWebhookUrl?: string;
|
||||
trigger?: React.ReactNode;
|
||||
autoRunOnOpen?: boolean;
|
||||
};
|
||||
|
||||
function TestWebhookDialog({
|
||||
|
|
@ -47,6 +48,7 @@ function TestWebhookDialog({
|
|||
runId,
|
||||
initialWebhookUrl,
|
||||
trigger,
|
||||
autoRunOnOpen = true,
|
||||
}: TestWebhookDialogProps) {
|
||||
const [open, setOpen] = useState(false);
|
||||
const [targetUrl, setTargetUrl] = useState(initialWebhookUrl || "");
|
||||
|
|
@ -123,14 +125,19 @@ function TestWebhookDialog({
|
|||
}
|
||||
};
|
||||
|
||||
// Only sync URL and optionally auto-run on the closed→open transition,
|
||||
// not when initialWebhookUrl changes while the dialog is already open
|
||||
const prevOpen = useRef(false);
|
||||
useEffect(() => {
|
||||
if (!open) {
|
||||
return;
|
||||
if (open && !prevOpen.current) {
|
||||
const nextUrl = initialWebhookUrl || "";
|
||||
setTargetUrl(nextUrl);
|
||||
setResult(null);
|
||||
if (autoRunOnOpen) {
|
||||
void runTest(nextUrl);
|
||||
}
|
||||
}
|
||||
|
||||
const nextUrl = initialWebhookUrl || "";
|
||||
setTargetUrl(nextUrl);
|
||||
void runTest(nextUrl);
|
||||
prevOpen.current = open;
|
||||
// eslint-disable-next-line react-hooks/exhaustive-deps
|
||||
}, [open, initialWebhookUrl]);
|
||||
|
||||
|
|
@ -182,16 +189,28 @@ function TestWebhookDialog({
|
|||
<Input
|
||||
id="test-webhook-url"
|
||||
value={targetUrl}
|
||||
onChange={(event) => setTargetUrl(event.target.value)}
|
||||
onChange={(event) => {
|
||||
setTargetUrl(event.target.value);
|
||||
setResult(null);
|
||||
}}
|
||||
placeholder="https://your-endpoint.com/webhook"
|
||||
/>
|
||||
</div>
|
||||
|
||||
{loading && !result ? (
|
||||
{loading ? (
|
||||
<div className="flex items-center gap-2 text-sm text-muted-foreground">
|
||||
<ReloadIcon className="h-4 w-4 animate-spin" />
|
||||
Sending test webhook…
|
||||
</div>
|
||||
) : !result ? (
|
||||
<Button
|
||||
type="button"
|
||||
onClick={() => void runTest(targetUrl)}
|
||||
disabled={!targetUrl.trim()}
|
||||
variant="secondary"
|
||||
>
|
||||
Send Test Request
|
||||
</Button>
|
||||
) : null}
|
||||
|
||||
{result && (
|
||||
|
|
|
|||
|
|
@ -22,7 +22,7 @@ import {
|
|||
SelectTrigger,
|
||||
SelectValue,
|
||||
} from "@/components/ui/select";
|
||||
import { useEffect, useMemo, useState } from "react";
|
||||
import { useEffect, useMemo, useRef, useState } from "react";
|
||||
import { ProxyLocation } from "@/api/types";
|
||||
import { Label } from "@/components/ui/label";
|
||||
import { HelpTooltip } from "@/components/HelpTooltip";
|
||||
|
|
@ -76,6 +76,31 @@ function StartNode({ id, data, parentId }: NodeProps<StartNode>) {
|
|||
const toggleScriptForNodeCallback = useToggleScriptForNodeCallback();
|
||||
const isRecording = recordingStore.isRecording;
|
||||
|
||||
// Local state for webhook URL to fix race condition where data.webhookCallbackUrl
|
||||
// isn't updated yet when user clicks "Test Webhook" after typing
|
||||
const webhookCallbackUrl = data.withWorkflowSettings
|
||||
? data.webhookCallbackUrl
|
||||
: "";
|
||||
const [localWebhookUrl, setLocalWebhookUrl] = useState(webhookCallbackUrl);
|
||||
const prevWebhookUrl = useRef(webhookCallbackUrl);
|
||||
|
||||
// Sync from parent only on external changes (e.g., undo/redo), not our own updates
|
||||
useEffect(() => {
|
||||
if (!data.withWorkflowSettings) {
|
||||
setLocalWebhookUrl("");
|
||||
return;
|
||||
}
|
||||
|
||||
const parentChanged = webhookCallbackUrl !== prevWebhookUrl.current;
|
||||
const isExternalChange =
|
||||
parentChanged && localWebhookUrl === prevWebhookUrl.current;
|
||||
|
||||
if (isExternalChange) {
|
||||
setLocalWebhookUrl(webhookCallbackUrl);
|
||||
}
|
||||
prevWebhookUrl.current = webhookCallbackUrl;
|
||||
}, [data.withWorkflowSettings, webhookCallbackUrl, localWebhookUrl]);
|
||||
|
||||
const parentNode = parentId ? reactFlowInstance.getNode(parentId) : null;
|
||||
const isInsideConditional = parentNode?.type === "conditional";
|
||||
const isInsideLoop = parentNode?.type === "loop";
|
||||
|
|
@ -222,9 +247,10 @@ function StartNode({ id, data, parentId }: NodeProps<StartNode>) {
|
|||
<div className="flex flex-col gap-2">
|
||||
<Input
|
||||
className="w-full"
|
||||
value={data.webhookCallbackUrl}
|
||||
value={localWebhookUrl}
|
||||
placeholder="https://"
|
||||
onChange={(event) => {
|
||||
setLocalWebhookUrl(event.target.value);
|
||||
update({
|
||||
webhookCallbackUrl: event.target.value,
|
||||
});
|
||||
|
|
@ -233,15 +259,14 @@ function StartNode({ id, data, parentId }: NodeProps<StartNode>) {
|
|||
<TestWebhookDialog
|
||||
runType="workflow_run"
|
||||
runId={null}
|
||||
initialWebhookUrl={
|
||||
data.webhookCallbackUrl || undefined
|
||||
}
|
||||
initialWebhookUrl={localWebhookUrl || undefined}
|
||||
autoRunOnOpen={false}
|
||||
trigger={
|
||||
<Button
|
||||
type="button"
|
||||
variant="secondary"
|
||||
className="self-start"
|
||||
disabled={!data.webhookCallbackUrl}
|
||||
disabled={!localWebhookUrl}
|
||||
>
|
||||
Test Webhook
|
||||
</Button>
|
||||
|
|
|
|||
|
|
@ -54,131 +54,126 @@ from .workflow import (
|
|||
|
||||
mcp = FastMCP(
|
||||
"Skyvern",
|
||||
instructions="""You have access to Skyvern — a full browser automation platform with AI-powered web interaction. Use Skyvern tools for ALL tasks involving websites: browsing, scraping, form filling, data extraction, web automation, clicking buttons, navigating pages, taking screenshots, and building reusable workflows.
|
||||
instructions="""\
|
||||
USE SKYVERN TOOLS when a task requires **interacting with a website in a real browser** — clicking, \
|
||||
filling forms, extracting visible content, navigating multi-page flows, logging in, scraping dynamic \
|
||||
pages, or automating web processes. This includes tasks phrased as business needs like "verify a \
|
||||
business registration", "look up an entity on the Secretary of State site", "check pricing on a \
|
||||
vendor portal", "fill out a government form", or "monitor a page for changes".
|
||||
|
||||
IMPORTANT: Do NOT use curl, wget, HTTP requests, fetch, or the Bash tool to interact with websites or APIs when Skyvern tools can accomplish the task. Skyvern tools provide a real browser with full JavaScript execution, cookie handling, and AI-powered interaction — capabilities that raw HTTP requests cannot match.
|
||||
DO NOT use Skyvern for: REST API calls (use curl/requests), downloading raw files (use wget/curl), \
|
||||
fetching static JSON/XML endpoints (use WebFetch), or general web search (use WebSearch). These \
|
||||
tools are the right choice when no browser interaction is needed.
|
||||
|
||||
## When to Use Skyvern vs Other Browser Tools
|
||||
When the task DOES need a real browser, prefer Skyvern over WebFetch and Playwright primitives \
|
||||
(browser_navigate, browser_click, browser_snapshot). WebFetch lacks JavaScript execution and fails \
|
||||
on sites with CAPTCHAs, pop-ups, login walls, or dynamic content. Playwright primitives require \
|
||||
element refs from browser_snapshot; Skyvern accepts natural language intent directly.
|
||||
|
||||
| Scenario | Use | Why |
|
||||
|----------|-----|-----|
|
||||
| Visit a website | skyvern_navigate | First step — opens the page |
|
||||
| See what's on the page | skyvern_screenshot | Visual understanding before acting |
|
||||
| Get data from a page | skyvern_extract | AI-powered structured extraction |
|
||||
| Do something on a page (click, fill, scroll) | skyvern_act | Natural language actions |
|
||||
| Click/type/select a specific element | skyvern_click / skyvern_type / skyvern_select_option | Precision targeting by selector or AI intent |
|
||||
| Hover over a menu | skyvern_hover | Reveal dropdowns, tooltips, hidden content |
|
||||
| Check if something is true | skyvern_validate | AI assertion ("is the user logged in?") |
|
||||
| Run a quick one-off task | skyvern_run_task | Autonomous agent, one-time, nothing saved |
|
||||
| Log into a website | skyvern_login | Secure login using stored credentials |
|
||||
| Find stored credentials | skyvern_credential_list | Browse saved credentials by name |
|
||||
| Build an automation (any multi-step task) | skyvern_workflow_create | Reusable, versioned, per-step observability |
|
||||
| Run an existing automation | skyvern_workflow_run | Execute saved workflow with parameters |
|
||||
| Run JavaScript | skyvern_evaluate | Read DOM state, get values |
|
||||
## Quick Start — First Tool to Call
|
||||
|
||||
1. **No snapshot step needed** — Skyvern tools accept natural language intent (e.g., intent="the Submit button"), so you can click, type, and interact without first capturing a page snapshot to get element refs. Playwright's browser_click requires a `ref` from a prior browser_snapshot call — Skyvern skips that step entirely.
|
||||
|
||||
2. **AI-powered data extraction** — skyvern_extract returns structured JSON from any web page using a natural language prompt. No other browser MCP server has this. Use it instead of writing JavaScript with browser_evaluate to parse the DOM.
|
||||
|
||||
3. **Natural language actions** — skyvern_act lets you describe what to do in plain English ("close the cookie banner and click Sign In"). This replaces multi-step snapshot→click→snapshot→click sequences in other tools.
|
||||
|
||||
4. **AI validation** — skyvern_validate checks page conditions in natural language ("is the user logged in?", "does the cart have 3 items?"). No equivalent exists in Playwright MCP.
|
||||
|
||||
5. **Reusable workflows** — skyvern_workflow_create saves multi-step automations as versioned, parameterized workflows you can rerun. Playwright MCP has no workflow concept.
|
||||
|
||||
6. **Cloud browsers with proxies** — skyvern_session_create launches cloud-hosted browsers with geographic proxy support. Playwright MCP only runs a local browser.
|
||||
|
||||
The ONLY cases where Playwright MCP tools are appropriate instead of Skyvern:
|
||||
- `browser_console_messages` — reading browser console logs
|
||||
- `browser_network_requests` — inspecting network traffic
|
||||
- `browser_handle_dialog` — handling JavaScript alert/confirm/prompt dialogs
|
||||
- `browser_file_upload` — uploading files via file chooser
|
||||
- `browser_tabs` — managing multiple browser tabs
|
||||
- `browser_run_code` — running raw Playwright code snippets
|
||||
- `browser_drag` — drag-and-drop interactions
|
||||
|
||||
For ALL other browser interactions — navigation, clicking, typing, extraction, forms, scrolling, waiting, screenshots, validation — use Skyvern tools.
|
||||
| Task type | First Skyvern tool | Then |
|
||||
|-----------|-------------------|------|
|
||||
| Visit / explore a website | skyvern_session_create → skyvern_navigate | skyvern_screenshot to see it |
|
||||
| Extract data from a page | skyvern_session_create → skyvern_navigate | skyvern_extract with a prompt |
|
||||
| Click / fill / interact | skyvern_session_create → skyvern_navigate | skyvern_act or skyvern_click |
|
||||
| Build a reusable automation | skyvern_workflow_create (no session needed) | skyvern_workflow_run to test |
|
||||
| Run an existing automation | skyvern_workflow_run (no session needed) | skyvern_workflow_status to check |
|
||||
| One-off autonomous task | skyvern_run_task (no session needed) | Check result in response |
|
||||
|
||||
## Tool Selection
|
||||
|
||||
| User says | Tool | Why |
|
||||
|-----------|------|-----|
|
||||
| "Go to amazon.com" | skyvern_navigate | Opens the page in a real browser |
|
||||
| "What's on this page?" | skyvern_screenshot | Visual understanding before acting |
|
||||
| "Get all product prices" | skyvern_extract | AI-powered extraction — returns JSON, no code needed |
|
||||
| "Click the login button" / "Fill out this form" | skyvern_act | Natural language actions — one call, multiple steps |
|
||||
| "Click this specific element" | skyvern_click / skyvern_type / skyvern_select_option | Precision targeting by selector or AI intent |
|
||||
| "Hover over this menu" | skyvern_hover | Reveal dropdowns, tooltips, hidden content |
|
||||
| "Is checkout complete?" | skyvern_validate | AI assertion — returns true/false |
|
||||
| "Log in and download the report" | skyvern_run_task | Autonomous AI agent — one-time, nothing saved |
|
||||
| "Fill out this 6-page application form" | skyvern_workflow_create | One block per page, versioned, parameterized |
|
||||
| "Run the login workflow" / "Is my workflow done?" | skyvern_workflow_run / skyvern_workflow_status | Execute or monitor saved workflows |
|
||||
| "Run JavaScript on the page" | skyvern_evaluate | Read DOM state, get computed values |
|
||||
| "Write a Python script to do this" | Skyvern SDK | ONLY when user explicitly asks for a script |
|
||||
|
||||
**Rule of thumb**: Use skyvern_run_task for quick throwaway tests. Use skyvern_workflow_create for anything worth keeping or repeating.
|
||||
| User says | Use | Why |
|
||||
|-----------|-----|-----|
|
||||
| "Go to [url]" / "Visit [site]" | skyvern_navigate | Opens page in real browser |
|
||||
| "What's on this page?" | skyvern_screenshot | Visual understanding |
|
||||
| "Get / extract / pull data from [site]" | skyvern_extract | AI-powered structured extraction |
|
||||
| "Search for X on [site]" / "Look up X" | skyvern_act | Natural language actions |
|
||||
| "Verify / check / confirm something on [site]" | skyvern_validate | AI assertion |
|
||||
| "Fill out / submit a form" | skyvern_act | Multi-step form interaction |
|
||||
| "Click [element]" / "Type [text]" | skyvern_click / skyvern_type | Precision targeting |
|
||||
| "Hover over [menu]" | skyvern_hover | Reveal dropdowns |
|
||||
| "Log into [site]" | skyvern_login | Secure credential-based login |
|
||||
| "What credentials do I have?" | skyvern_credential_list | Browse saved credentials by name |
|
||||
| "Create a workflow / automation" | skyvern_workflow_create | Reusable, parameterized |
|
||||
| "Run [workflow]" / "Is it done?" | skyvern_workflow_run / skyvern_workflow_status | Execute or monitor |
|
||||
| "Run JavaScript" | skyvern_evaluate | DOM state, computed values |
|
||||
|
||||
## Critical Rules
|
||||
1. ALWAYS use Skyvern MCP tools directly — do NOT fall back to curl, wget, Python requests, or Bash commands for web interaction. The tools ARE the interface.
|
||||
2. Create a session (skyvern_session_create) before using browser tools. Workflow and block tools do NOT need a session.
|
||||
3. NEVER scrape by guessing API endpoints or writing HTTP requests — use skyvern_navigate + skyvern_extract.
|
||||
4. NEVER create single-block workflows with long prompts — split into multiple blocks.
|
||||
5. NEVER import from skyvern.cli.mcp_tools — use `from skyvern import Skyvern` for SDK scripts.
|
||||
6. After page-changing actions (skyvern_click, skyvern_hover, skyvern_act), use skyvern_screenshot to verify the result.
|
||||
7. NEVER type passwords, secrets, or credentials using any tool. Credentials must be created via the Skyvern CLI (`skyvern credentials add`) or the Skyvern web UI before use. Use `skyvern_credential_list` to find stored credentials, then `skyvern_login(credential_id=...)` to authenticate. If no credentials exist, tell the user to run `skyvern credentials add` in their terminal.
|
||||
8. ALWAYS prefer cloud sessions (default). Only use local=true if the user explicitly asks for a local browser.
|
||||
1. For tasks that need a real browser, use Skyvern — not WebFetch or Playwright primitives (browser_navigate, browser_click). curl/wget/requests are fine for APIs and file downloads.
|
||||
2. Create a session (skyvern_session_create) before browser tools. Workflow tools do NOT need a session.
|
||||
3. NEVER scrape by guessing API endpoints — use skyvern_navigate + skyvern_extract.
|
||||
4. After page-changing actions, use skyvern_screenshot to verify.
|
||||
5. NEVER type passwords — use skyvern_login with stored credentials.
|
||||
6. NEVER create single-block workflows with long prompts — split into multiple blocks (one per logical step).
|
||||
7. Prefer cloud sessions by default. Use local=true when running in embedded/self-hosted mode or when the user asks.
|
||||
|
||||
## Skyvern Advantages Over Other Tools
|
||||
|
||||
- **No snapshot step needed** — Skyvern accepts natural language intent (e.g., intent="the Submit button"). No need for browser_snapshot to get element refs first.
|
||||
- **AI-powered extraction** — skyvern_extract returns structured JSON from any page using a prompt. No JavaScript parsing needed.
|
||||
- **Natural language actions** — skyvern_act: describe what to do in English ("close the cookie banner and click Sign In").
|
||||
- **AI validation** — skyvern_validate checks conditions in natural language ("is the user logged in?").
|
||||
- **Reusable workflows** — skyvern_workflow_create saves automations as versioned, parameterized workflows.
|
||||
- **Cloud browsers with proxies** — skyvern_session_create launches cloud browsers with geographic proxy support.
|
||||
|
||||
## When to Use Playwright Instead of Skyvern
|
||||
For capabilities that Skyvern does not wrap, fall back to Playwright MCP tools. These are the ONLY cases where Playwright tools are appropriate:
|
||||
- browser_console_messages — reading console logs
|
||||
- browser_network_requests — inspecting network traffic
|
||||
- browser_handle_dialog — JavaScript alert/confirm/prompt dialogs
|
||||
- browser_file_upload — file chooser uploads
|
||||
- browser_tabs — managing multiple tabs
|
||||
- browser_run_code — raw Playwright code snippets
|
||||
- browser_drag — drag-and-drop
|
||||
|
||||
For ALL other browser interactions, use Skyvern.
|
||||
|
||||
## Tool Modes (precision tools)
|
||||
skyvern_click, skyvern_hover, skyvern_type, skyvern_select_option, skyvern_scroll, skyvern_press_key, skyvern_wait support three modes. When unsure, use intent. For multiple actions, prefer skyvern_act.
|
||||
|
||||
1. **Intent mode**: `skyvern_click(intent="the Submit button")`
|
||||
2. **Hybrid mode**: `skyvern_click(selector="#submit-btn", intent="the Submit button")`
|
||||
3. **Selector mode**: `skyvern_click(selector="#submit-btn")`
|
||||
|
||||
## Cross-Tool Dependencies
|
||||
- Workflow tools (list, create, run, status) do NOT need a browser session
|
||||
- Credential lookup tools (list, get, delete) do NOT need a browser session
|
||||
- skyvern_login requires a browser session AND a credential_id — create credentials via `skyvern credentials add` CLI or the Skyvern web UI first
|
||||
- Credential tools (list, get, delete) do NOT need a browser session
|
||||
- skyvern_login requires a session AND a credential_id
|
||||
- skyvern_extract and skyvern_validate read the CURRENT page — navigate first
|
||||
- skyvern_run_task is a one-off throwaway agent run — for reusable automations, use skyvern_workflow_create instead
|
||||
- skyvern_run_task is one-off — for reusable automations, use skyvern_workflow_create
|
||||
|
||||
## Tool Modes (precision tools)
|
||||
Precision tools (skyvern_click, skyvern_hover, skyvern_type, skyvern_select_option, skyvern_scroll, skyvern_press_key, skyvern_wait)
|
||||
support three modes. When unsure, use `intent`. For multiple actions in sequence, prefer skyvern_act.
|
||||
## Engine Selection
|
||||
|
||||
1. **Intent mode** — AI-powered element finding:
|
||||
`skyvern_click(intent="the blue Submit button")`
|
||||
Workflow blocks and skyvern_run_task use different engines. The `engine` field only applies to workflow block definitions — skyvern_run_task always uses engine 2.0 internally and has no engine parameter.
|
||||
|
||||
2. **Hybrid mode** — tries selector first, AI fallback:
|
||||
`skyvern_click(selector="#submit-btn", intent="the Submit button")`
|
||||
| Context | Engine | Set how |
|
||||
|---------|--------|---------|
|
||||
| Workflow blocks — single clear goal ("fill this form", "click Submit") | `skyvern-1.0` (default) | Omit `engine` field — 1.0 is the default |
|
||||
| Workflow blocks — complex multi-goal ("navigate a wizard with dynamic branching, handle popups, then extract results") | `skyvern-2.0` | Set `"engine": "skyvern-2.0"` on the navigation block |
|
||||
| skyvern_run_task | Always `skyvern-2.0` | Cannot be changed — for simple tasks, use a workflow with 1.0 blocks instead |
|
||||
|
||||
3. **Selector mode** — deterministic CSS/XPath targeting:
|
||||
`skyvern_click(selector="#submit-btn")`
|
||||
**How to decide 1.0 vs 2.0 on a navigation block:**
|
||||
- Is the path known upfront — all fields, values, and actions are specified in the prompt? → 1.0 (even if the prompt is long or fills many fields)
|
||||
- Does the goal require the AI to plan dynamically — discovering what to do at runtime, conditional branching, or looping over unknown items? → 2.0
|
||||
- A long prompt with many form fields is still 1.0 — complexity means dynamic planning, not field count
|
||||
- When in doubt, prefer splitting into multiple 1.0 blocks over using one 2.0 block (cheaper, more observable)
|
||||
- The `engine` field exists on task-based blocks (navigation, extraction, action, login, file_download). Non-task blocks (for_loop, conditional, code, wait, etc.) have no engine field — do not set one.
|
||||
- Only set engine 2.0 on navigation blocks — it has no additional effect on other block types.
|
||||
|
||||
## Examples
|
||||
| User says | Use |
|
||||
|-----------|-----|
|
||||
| "Go to amazon.com" | skyvern_navigate |
|
||||
| "What's on this page?" | skyvern_screenshot |
|
||||
| "Get all product prices" | skyvern_extract |
|
||||
| "Click the login button" | skyvern_act or skyvern_click |
|
||||
| "Fill out this form" | skyvern_act |
|
||||
| "What credentials do I have?" | skyvern_credential_list |
|
||||
| "Log into this website" | skyvern_login (secure login with stored credentials) |
|
||||
| "Log in and download the report" | skyvern_run_task (one-off) or skyvern_workflow_create (keep it) |
|
||||
| "Is checkout complete?" | skyvern_validate |
|
||||
| "Fill out this 6-page application form" | skyvern_workflow_create (one block per page) |
|
||||
| "Set up a reusable automation" | Explore with browser tools, then skyvern_workflow_create |
|
||||
| "Create a workflow that monitors prices" | skyvern_workflow_create |
|
||||
| "Run the login workflow" | skyvern_workflow_run |
|
||||
| "Is my workflow done?" | skyvern_workflow_status |
|
||||
| "Automate this process" | skyvern_workflow_create (always prefer MCP tools over scripts) |
|
||||
| "Write a Python script to do this" | Skyvern SDK (ONLY when user explicitly asks for a script) |
|
||||
Other engines (`openai-cua`, `anthropic-cua`, `ui-tars`) are available for advanced use cases but are not recommended as defaults.
|
||||
|
||||
## Getting Started
|
||||
|
||||
**Visiting a website**: Create a session (skyvern_session_create), navigate and interact, close with skyvern_session_close when done.
|
||||
**Exploring a website**: skyvern_session_create → skyvern_navigate → skyvern_screenshot → skyvern_act/skyvern_extract → skyvern_session_close
|
||||
|
||||
**Automating a multi-page form**: Create a workflow with skyvern_workflow_create — one navigation/extraction block per form page, each with a short prompt (2-3 sentences). All blocks share the same browser. Run with skyvern_workflow_run.
|
||||
|
||||
**Building a reusable automation**: Explore the site interactively (session → navigate → screenshot → extract), then create a workflow from your observations, then test with skyvern_workflow_run and check results with skyvern_workflow_status.
|
||||
**Building a reusable automation**: Explore interactively first, then skyvern_workflow_create with one block per logical step, then skyvern_workflow_run to test.
|
||||
|
||||
**Testing feasibility** (try before you build): Walk through the site interactively — use skyvern_act on each page and skyvern_screenshot to verify results. This is faster feedback than skyvern_run_task (which runs autonomously and may take minutes). Once you've confirmed each step works, compose them into a workflow.
|
||||
**Rule of thumb**: Use skyvern_run_task for quick throwaway tests. Use skyvern_workflow_create for anything worth keeping or repeating.
|
||||
|
||||
**Logging into a website** (secure credential-based login):
|
||||
**Logging in securely** (credential-based login):
|
||||
1. User creates credentials via CLI: `skyvern credentials add --name "Amazon" --username "user@example.com"` (password entered securely via terminal prompt)
|
||||
2. Find the credential: skyvern_credential_list
|
||||
3. Create a session: skyvern_session_create
|
||||
|
|
@ -186,10 +181,6 @@ support three modes. When unsure, use `intent`. For multiple actions in sequence
|
|||
5. Log in: skyvern_login(credential_id="cred_...") — AI handles the full login flow
|
||||
6. Verify: skyvern_screenshot
|
||||
|
||||
**Managing automations** (running, listing, or monitoring workflows):
|
||||
No browser session needed — use workflow tools directly:
|
||||
skyvern_workflow_list, skyvern_workflow_run, skyvern_workflow_status, etc.
|
||||
|
||||
## Building Workflows
|
||||
|
||||
Before creating a workflow, call skyvern_block_schema() to discover available block types and their JSON schemas.
|
||||
|
|
@ -197,7 +188,7 @@ Validate blocks with skyvern_block_validate() before submitting.
|
|||
|
||||
Split workflows into multiple blocks — one block per logical step — rather than cramming everything into a single block.
|
||||
Use **navigation** blocks for actions (filling forms, clicking buttons) and **extraction** blocks for pulling data.
|
||||
Do NOT use the deprecated "task" block type — use "navigation" or "extraction" instead.
|
||||
Do NOT use the deprecated "task" or "task_v2" block types — use "navigation" for actions and "extraction" for data extraction. These replacements give clearer semantics and are what the Skyvern UI uses. Existing workflows with task/task_v2 blocks will continue to work — do not convert them unless the user asks. New workflows must use navigation/extraction.
|
||||
|
||||
GOOD (4 blocks, each with clear single responsibility):
|
||||
Block 1 (navigation): "Select Sole Proprietor and click Continue"
|
||||
|
|
@ -208,10 +199,11 @@ GOOD (4 blocks, each with clear single responsibility):
|
|||
BAD (1 giant block trying to do everything):
|
||||
Block 1: "Go to the IRS site, select sole proprietor, fill in name, enter SSN, review, submit, and extract the EIN"
|
||||
|
||||
Use `{{parameter_key}}` to reference workflow input parameters in any block field. Blocks in the same workflow run share the same browser session automatically. To inspect a real workflow for reference, use skyvern_workflow_get.
|
||||
Use `{{parameter_key}}` to reference workflow input parameters in any block field.
|
||||
Blocks in the same workflow run share the same browser session automatically.
|
||||
To inspect a real workflow for reference, use skyvern_workflow_get.
|
||||
|
||||
## Block Types Reference
|
||||
Common block types for workflow definitions:
|
||||
### Block Types Reference
|
||||
- **navigation** — take actions on a page: fill forms, click buttons, navigate multi-step flows (most common)
|
||||
- **extraction** — extract structured data from the current page
|
||||
- **for_loop** — iterate over a list of items
|
||||
|
|
@ -229,34 +221,23 @@ Common block types for workflow definitions:
|
|||
|
||||
For full schemas and descriptions, call skyvern_block_schema().
|
||||
|
||||
## Writing Scripts and Code
|
||||
When asked to write an automation script, use the Skyvern Python SDK with the **hybrid xpath+prompt
|
||||
pattern** for production-quality scripts. The hybrid form tries the xpath/selector first (fast,
|
||||
deterministic) and falls back to AI if the selector breaks — this is the recommended pattern.
|
||||
## Testing Feasibility (try before you build)
|
||||
|
||||
from skyvern import Skyvern
|
||||
skyvern = Skyvern(api_key="YOUR_API_KEY")
|
||||
browser = await skyvern.launch_cloud_browser()
|
||||
page = await browser.get_working_page()
|
||||
await page.goto("https://example.com")
|
||||
Walk through the site interactively — use skyvern_act on each page and skyvern_screenshot to verify results.
|
||||
This is faster feedback than skyvern_run_task (which runs autonomously and may take minutes).
|
||||
Once you've confirmed each step works, compose them into a workflow with skyvern_workflow_create.
|
||||
|
||||
# BEST: hybrid selector+prompt — fast deterministic selector with AI fallback
|
||||
## Writing Scripts (ONLY when user explicitly asks)
|
||||
Use the Skyvern Python SDK: `from skyvern import Skyvern`
|
||||
NEVER import from skyvern.cli.mcp_tools — those are internal server modules.
|
||||
Every tool response includes an `sdk_equivalent` field for script conversion.
|
||||
|
||||
**Hybrid xpath+prompt pattern** — the recommended approach for production scripts:
|
||||
await page.click("xpath=//button[@id='submit']", prompt="the Submit button")
|
||||
await page.fill("xpath=//input[@name='email']", "user@example.com", prompt="email input field")
|
||||
|
||||
# OK for exploration, but prefer hybrid for production scripts:
|
||||
await page.click(prompt="the Submit button")
|
||||
|
||||
data = await page.extract("Get all product names and prices")
|
||||
|
||||
To get xpaths for hybrid calls, use skyvern_click during exploration — its `resolved_selector` response field gives you the xpath the AI resolved to.
|
||||
Currently only skyvern_click returns `resolved_selector`. Support for other tools is planned (SKY-7905).
|
||||
|
||||
IMPORTANT: NEVER import from skyvern.cli.mcp_tools — those are internal server modules.
|
||||
The public SDK is: from skyvern import Skyvern
|
||||
|
||||
Every tool response includes an `sdk_equivalent` field showing the corresponding SDK call for scripts.
|
||||
|
||||
This tries the xpath first (fast, deterministic) and falls back to AI if the selector breaks.
|
||||
To get xpaths, use skyvern_click during MCP exploration — its `resolved_selector` response field
|
||||
gives you the xpath the AI resolved to. Then hardcode that xpath with a prompt fallback in your script.
|
||||
""",
|
||||
)
|
||||
|
||||
|
|
|
|||
|
|
@ -1092,6 +1092,9 @@ async def skyvern_run_task(
|
|||
) -> dict[str, Any]:
|
||||
"""Run a quick, one-off web task via an autonomous AI agent. Nothing is saved — use for throwaway tests and exploration only. Best for tasks describable in 2-3 sentences.
|
||||
|
||||
Always uses engine 2.0 (planning agent) — the engine cannot be changed. For simple single-goal
|
||||
tasks, a workflow with engine 1.0 blocks is cheaper and more reliable.
|
||||
|
||||
For anything reusable, multi-step, or worth keeping, use skyvern_workflow_create instead — it produces a versioned, rerunnable workflow with per-step observability.
|
||||
For simple single-step actions on the current page, use skyvern_act instead.
|
||||
"""
|
||||
|
|
|
|||
|
|
@ -61,10 +61,34 @@ BAD navigation_goal — describes HOW to do it (Skyvern already knows):
|
|||
(prices, tables, lists). Requires data_extraction_goal and data_schema.
|
||||
3. **for_loop** — iterate over a list. Use when you need to repeat blocks for each item
|
||||
in a parameter list (e.g., process each URL, each product).
|
||||
4. **goto_url** — simple navigation without any actions. Use to jump to a known URL.
|
||||
5. **login** — authenticate with stored credentials. Use for sites that require login.
|
||||
6. **code** — run Python for data transformation between blocks.
|
||||
7. **action** — single focused action on the current page (e.g., click one button).
|
||||
4. **conditional** — branch based on conditions. Use when workflow logic should diverge
|
||||
based on data from a previous block or a Jinja2 expression.
|
||||
5. **goto_url** — simple navigation without any actions. Use to jump to a known URL.
|
||||
6. **login** — authenticate with stored credentials. Use for sites that require login.
|
||||
7. **code** — run Python for data transformation between blocks.
|
||||
8. **action** — single focused action on the current page (e.g., click one button).
|
||||
|
||||
Use skyvern_block_schema() to see full schemas and examples for any block type.
|
||||
|
||||
### Engine selection for workflow blocks
|
||||
|
||||
Task-based blocks (navigation, extraction, action, login, file_download) default to engine 1.0 (`skyvern-1.0`).
|
||||
Omit the `engine` field unless you need 2.0. Non-task blocks (for_loop, conditional, code, wait, etc.)
|
||||
do not have an engine field — do not set one.
|
||||
|
||||
Use engine 2.0 (`"engine": "skyvern-2.0"`) on a **navigation** block when:
|
||||
- The block's goal requires dynamic planning — discovering what to do at runtime, conditional
|
||||
branching, or looping over unknown items on the page.
|
||||
- Example: "Navigate through a multi-step insurance quote wizard, handling dynamic questions
|
||||
based on previous answers, then extract the final quote."
|
||||
|
||||
Keep engine 1.0 (default, omit field) when:
|
||||
- The path is known upfront — all fields, values, and actions are specified in the prompt.
|
||||
- A long prompt with many form fields is still 1.0. Complexity means dynamic planning, not field count.
|
||||
- Example: "Fill in SSN, first name, last name, select 'Sole Proprietor', click Continue."
|
||||
|
||||
When in doubt, split into multiple 1.0 blocks rather than using one 2.0 block — it's cheaper and
|
||||
gives you per-block observability. Only navigation blocks support engine 2.0.
|
||||
|
||||
### One block per logical step
|
||||
|
||||
|
|
@ -244,7 +268,7 @@ Skyvern failures fall into predictable categories. Match the error to a pattern
|
|||
- Cause: label mismatch (the button says "Continue" but the prompt says "Next"), or element loads asynchronously.
|
||||
- Fix: update the prompt to use the exact label visible on the page. If the element loads after a delay, add
|
||||
"wait for the page to fully load before acting" to the prompt.
|
||||
- If you know the exact label: switch that block to a navigation block with precise element references.
|
||||
- If you know the exact label: switch to an action block for a single precise interaction.
|
||||
|
||||
### Wrong Page (block started on an unexpected page)
|
||||
- Cause: the previous block did not complete its page transition. The current block assumed it would land on page B
|
||||
|
|
|
|||
|
|
@ -2571,7 +2571,11 @@ async def generate_workflow_script_python_code(
|
|||
except Exception as e:
|
||||
LOG.error("Failed to create for_loop script block", error=str(e), exc_info=True)
|
||||
|
||||
append_block_code(block_code)
|
||||
# NOTE: Do NOT call append_block_code() for for_loop blocks.
|
||||
# Unlike task blocks (which produce function definitions valid at module level),
|
||||
# for_loop blocks produce bare `async for` statements that cause SyntaxError
|
||||
# at module level ("async for outside async function"). The for-loop code is
|
||||
# already correctly inlined inside run_workflow() via _build_block_statement().
|
||||
|
||||
# --- preserve cached blocks from unexecuted branches ----------------
|
||||
# When a workflow has conditional blocks, not all branches execute in a single run.
|
||||
|
|
|
|||
|
|
@ -4166,8 +4166,10 @@ class ForgeAgent:
|
|||
# Check for LLM provider errors in the failed steps
|
||||
for step_cnt, cur_step in enumerate(steps[-max_retries:]):
|
||||
if cur_step.status == StepStatus.failed:
|
||||
# If step failed with no actions, it might be an LLM error during action extraction
|
||||
if not cur_step.output or not cur_step.output.actions_and_results:
|
||||
# Only count steps where the LLM call itself failed (no output at all).
|
||||
# Steps with output but empty actions mean the LLM worked fine but found
|
||||
# nothing to interact with — those fall through to normal summarization.
|
||||
if not cur_step.output:
|
||||
steps_without_actions += 1
|
||||
|
||||
if cur_step.output and cur_step.output.actions_and_results:
|
||||
|
|
|
|||
|
|
@ -68,9 +68,9 @@ workflow_definition:
|
|||
version: 2
|
||||
blocks:
|
||||
- label: block_1
|
||||
block_type: task_v2
|
||||
prompt: Give me top {{topics_count}} news items
|
||||
block_type: navigation
|
||||
url: https://news.ycombinator.com/
|
||||
navigation_goal: "Give me top {{topics_count}} news items"
|
||||
next_block_label: null
|
||||
parameters:
|
||||
- key: topics_count
|
||||
|
|
@ -200,38 +200,11 @@ blocks:
|
|||
navigation_goal: "Check the terms checkbox"
|
||||
max_retries: 1
|
||||
|
||||
** TASK V2 BLOCK (task_v2) **
|
||||
** TASK V2 BLOCK (task_v2) — DEPRECATED **
|
||||
|
||||
Purpose: Achieve complex tasks with deep thinking using a single natural language prompt. Can handle more complex scenarios than navigation blocks but may be slightly slower.
|
||||
|
||||
Structure:
|
||||
block_type: task_v2
|
||||
label: <unique_label>
|
||||
prompt: <natural_language_instruction> # Required: What to do
|
||||
url: <starting_url> # Optional: URL to navigate to; omit to continue on current page
|
||||
disable_cache: false # Optional: Disable caching
|
||||
|
||||
Use Cases:
|
||||
- Complex, multi-step workflows that can be described in natural language
|
||||
- Scenarios requiring multiple actions and decision-making
|
||||
- General-purpose automation with flexible requirements
|
||||
- When you need to handle more complex scenarios and are okay with potentially slower execution
|
||||
|
||||
Differences from Navigation Block:
|
||||
- Uses single "prompt" field instead of "navigation_goal"
|
||||
- Can handle more complex scenarios and longer sequences of actions
|
||||
- May be slightly slower than navigation blocks
|
||||
- No data_schema (extraction format described in prompt)
|
||||
- More flexible configuration
|
||||
|
||||
Example:
|
||||
blocks:
|
||||
- block_type: task_v2
|
||||
label: simple_booking
|
||||
next_block_label: null
|
||||
url: "https://booking.example.com"
|
||||
prompt: "Book a flight from {{ origin }} to {{ destination }} on {{ date }}. Return the booking confirmation number."
|
||||
max_iterations: 10
|
||||
DO NOT USE task_v2. Use "navigation" blocks instead (with navigation_goal).
|
||||
Use "extraction" blocks for data extraction (with data_extraction_goal + data_schema).
|
||||
The task_v2 block type exists only for backward compatibility with existing workflows.
|
||||
|
||||
** FOR LOOP BLOCK (for_loop) **
|
||||
|
||||
|
|
@ -708,10 +681,10 @@ workflow_definition:
|
|||
version: 2
|
||||
parameters: []
|
||||
blocks:
|
||||
- block_type: task_v2
|
||||
- block_type: navigation
|
||||
label: get_data
|
||||
next_block_label: send_webhook
|
||||
prompt: "Get top 3 hacker news items"
|
||||
navigation_goal: "Get top 3 hacker news items"
|
||||
url: "https://news.ycombinator.com"
|
||||
- block_type: http_request
|
||||
label: send_webhook
|
||||
|
|
@ -752,9 +725,9 @@ Examples - Block Outputs (no parameter_keys needed):
|
|||
|
||||
* Send previous block output to webhook:
|
||||
blocks:
|
||||
- block_type: task_v2
|
||||
- block_type: navigation
|
||||
label: get_data
|
||||
prompt: "Get top 3 hacker news items"
|
||||
navigation_goal: "Get top 3 hacker news items"
|
||||
...
|
||||
- block_type: http_request
|
||||
label: send_webhook
|
||||
|
|
@ -769,9 +742,9 @@ blocks:
|
|||
- block_type: extraction
|
||||
label: extract_items
|
||||
...
|
||||
- block_type: task_v2
|
||||
- block_type: navigation
|
||||
label: process_items
|
||||
prompt: "Process these items: {{ extract_items.output }}"
|
||||
navigation_goal: "Process these items: {{ extract_items.output }}"
|
||||
|
||||
* In schemas (as descriptions):
|
||||
data_schema:
|
||||
|
|
@ -815,10 +788,10 @@ blocks:
|
|||
- block_type: extraction
|
||||
label: step2
|
||||
next_block_label: step3
|
||||
- block_type: task_v2
|
||||
- block_type: navigation
|
||||
label: step3
|
||||
next_block_label: null
|
||||
prompt: "Complete the final step on the page"
|
||||
navigation_goal: "Complete the final step on the page"
|
||||
# Executes: step1 → step2 → step3
|
||||
|
||||
Explicit Flow Control (Skip blocks):
|
||||
|
|
@ -827,10 +800,10 @@ blocks:
|
|||
label: login
|
||||
next_block_label: extract_data
|
||||
url: "https://app.example.com/login"
|
||||
- block_type: task_v2
|
||||
- block_type: navigation
|
||||
label: handle_error
|
||||
next_block_label: null
|
||||
prompt: "Handle the error state if it appears"
|
||||
navigation_goal: "Handle the error state if it appears"
|
||||
- block_type: extraction
|
||||
label: extract_data
|
||||
next_block_label: null
|
||||
|
|
@ -838,11 +811,11 @@ blocks:
|
|||
|
||||
Error Recovery Flow:
|
||||
blocks:
|
||||
- block_type: task_v2
|
||||
- block_type: navigation
|
||||
label: primary_task
|
||||
next_block_label: verify_result
|
||||
continue_on_failure: true
|
||||
prompt: "Attempt the primary task on the page"
|
||||
navigation_goal: "Attempt the primary task on the page"
|
||||
- block_type: validation
|
||||
label: verify_result
|
||||
next_block_label: null
|
||||
|
|
@ -877,7 +850,7 @@ blocks:
|
|||
* Performance:
|
||||
- Use disable_cache: true for dynamic content
|
||||
- Set max_steps_per_run to prevent infinite loops
|
||||
- Use task_v2 when a single prompt should include both actions and extraction requirements
|
||||
- Use navigation blocks for actions and extraction blocks for data extraction
|
||||
|
||||
* Security:
|
||||
- Never hardcode credentials in workflows
|
||||
|
|
@ -918,11 +891,11 @@ Pattern 2: Search with Dynamic Input
|
|||
workflow_definition:
|
||||
version: 2
|
||||
blocks:
|
||||
- block_type: task_v2
|
||||
- block_type: navigation
|
||||
label: search_and_extract
|
||||
next_block_label: null
|
||||
url: "https://example.com"
|
||||
prompt: "Search for '{{ search_query }}' and extract the first 10 results with titles and URLs"
|
||||
navigation_goal: "Search for '{{ search_query }}' and extract the first 10 results with titles and URLs"
|
||||
parameters:
|
||||
- parameter_type: workflow
|
||||
key: search_query
|
||||
|
|
@ -1048,11 +1021,11 @@ workflow_definition:
|
|||
rating: {type: number}
|
||||
available: {type: boolean}
|
||||
|
||||
- block_type: task_v2
|
||||
- block_type: navigation
|
||||
label: add_to_cart
|
||||
next_block_label: null
|
||||
prompt: "Click on the first available product and add it to cart"
|
||||
max_iterations: 5
|
||||
navigation_goal: "Click on the first available product and add it to cart"
|
||||
max_retries: 3
|
||||
parameters:
|
||||
- parameter_type: workflow
|
||||
key: product_name
|
||||
|
|
|
|||
|
|
@ -6,6 +6,7 @@ These tests verify that ForLoop blocks are properly handled during:
|
|||
2. Script generation (generate_script.py)
|
||||
"""
|
||||
|
||||
import ast
|
||||
from typing import Any
|
||||
from unittest.mock import AsyncMock, MagicMock, patch
|
||||
|
||||
|
|
@ -410,3 +411,75 @@ class TestForLoopScriptExecution:
|
|||
func = result.iter.func
|
||||
assert isinstance(func, cst.Attribute)
|
||||
assert func.attr.value == "loop"
|
||||
|
||||
|
||||
class TestForLoopScriptCompilation:
|
||||
"""Test that generated scripts with ForLoop blocks compile without SyntaxError.
|
||||
|
||||
This catches the bug where `async for` statements were placed at module level
|
||||
(outside an async function), causing 'async for outside async function' SyntaxError.
|
||||
"""
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_forloop_script_compiles_without_syntax_error(self) -> None:
|
||||
"""Verify that a generated script with a for_loop block is valid Python.
|
||||
|
||||
Regression test: previously, _build_for_loop_statement() output was added
|
||||
to module-level block_fns via append_block_code(), placing a bare `async for`
|
||||
at module level. This caused SyntaxError when Python tried to compile the script.
|
||||
"""
|
||||
from skyvern.core.script_generations.generate_script import generate_workflow_script_python_code
|
||||
|
||||
blocks = [
|
||||
{
|
||||
"block_type": "for_loop",
|
||||
"label": "scrape_each_page",
|
||||
"loop_variable_reference": "{{ urls }}",
|
||||
"loop_blocks": [
|
||||
{
|
||||
"block_type": "extraction",
|
||||
"label": "extract_data",
|
||||
"data_extraction_goal": "Get page content",
|
||||
},
|
||||
],
|
||||
},
|
||||
]
|
||||
|
||||
workflow = {
|
||||
"workflow_id": "wf_test",
|
||||
"title": "Test ForLoop Workflow",
|
||||
"workflow_definition": {"parameters": []},
|
||||
}
|
||||
|
||||
with (
|
||||
patch(
|
||||
"skyvern.core.script_generations.generate_script.generate_workflow_parameters_schema",
|
||||
new_callable=AsyncMock,
|
||||
return_value=("", {}),
|
||||
),
|
||||
patch(
|
||||
"skyvern.core.script_generations.generate_script.create_or_update_script_block",
|
||||
new_callable=AsyncMock,
|
||||
),
|
||||
):
|
||||
result = await generate_workflow_script_python_code(
|
||||
file_name="test_forloop.py",
|
||||
workflow_run_request={"workflow_id": "wpid_test"},
|
||||
workflow=workflow,
|
||||
blocks=blocks,
|
||||
actions_by_task={},
|
||||
script_id="script_123",
|
||||
script_revision_id="rev_123",
|
||||
organization_id="org_123",
|
||||
)
|
||||
|
||||
# The generated code must compile without SyntaxError
|
||||
# This was the actual bug: 'async for' at module level
|
||||
try:
|
||||
ast.parse(result)
|
||||
except SyntaxError as e:
|
||||
pytest.fail(f"Generated script has SyntaxError: {e}\n\nGenerated code:\n{result}")
|
||||
|
||||
# Verify the for-loop is present inside run_workflow (not at module level)
|
||||
assert "async for current_value in skyvern.loop" in result
|
||||
assert "def run_workflow" in result
|
||||
|
|
|
|||
225
uv.lock
generated
225
uv.lock
generated
|
|
@ -848,47 +848,47 @@ wheels = [
|
|||
|
||||
[[package]]
|
||||
name = "cryptography"
|
||||
version = "46.0.4"
|
||||
version = "46.0.5"
|
||||
source = { registry = "https://pypi.org/simple" }
|
||||
dependencies = [
|
||||
{ name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
|
||||
]
|
||||
sdist = { url = "https://files.pythonhosted.org/packages/78/19/f748958276519adf6a0c1e79e7b8860b4830dda55ccdf29f2719b5fc499c/cryptography-46.0.4.tar.gz", hash = "sha256:bfd019f60f8abc2ed1b9be4ddc21cfef059c841d86d710bb69909a688cbb8f59", size = 749301, upload-time = "2026-01-28T00:24:37.379Z" }
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||||
sdist = { url = "https://files.pythonhosted.org/packages/60/04/ee2a9e8542e4fa2773b81771ff8349ff19cdd56b7258a0cc442639052edb/cryptography-46.0.5.tar.gz", hash = "sha256:abace499247268e3757271b2f1e244b36b06f8515cf27c4d49468fc9eb16e93d", size = 750064, upload-time = "2026-02-10T19:18:38.255Z" }
|
||||
wheels = [
|
||||
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{ url = "https://files.pythonhosted.org/packages/55/ef/b7c5ea0be82518906c978e365e56a77f8de7678c8bb6651ccfbdc178c29f/ruff-0.14.14-py3-none-musllinux_1_2_i686.whl", hash = "sha256:cc8b22da8d9d6fdd844a68ae937e2a0adf9b16514e9a97cc60355e2d4b219fc3", size = 10733525, upload-time = "2026-01-22T22:30:06.499Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/6a/5b/aaf1dfbcc53a2811f6cc0a1759de24e4b03e02ba8762daabd9b6bd8c59e3/ruff-0.14.14-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:16bc890fb4cc9781bb05beb5ab4cd51be9e7cb376bf1dd3580512b24eb3fda2b", size = 11315626, upload-time = "2026-01-22T22:30:36.848Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/2c/aa/9f89c719c467dfaf8ad799b9bae0df494513fb21d31a6059cb5870e57e74/ruff-0.14.14-py3-none-win32.whl", hash = "sha256:b530c191970b143375b6a68e6f743800b2b786bbcf03a7965b06c4bf04568167", size = 10502442, upload-time = "2026-01-22T22:30:38.93Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/87/44/90fa543014c45560cae1fffc63ea059fb3575ee6e1cb654562197e5d16fb/ruff-0.14.14-py3-none-win_amd64.whl", hash = "sha256:3dde1435e6b6fe5b66506c1dff67a421d0b7f6488d466f651c07f4cab3bf20fd", size = 11630486, upload-time = "2026-01-22T22:30:10.852Z" },
|
||||
{ url = "https://files.pythonhosted.org/packages/9e/6a/40fee331a52339926a92e17ae748827270b288a35ef4a15c9c8f2ec54715/ruff-0.14.14-py3-none-win_arm64.whl", hash = "sha256:56e6981a98b13a32236a72a8da421d7839221fa308b223b9283312312e5ac76c", size = 10920448, upload-time = "2026-01-22T22:30:15.417Z" },
|
||||
]
|
||||
|
||||
[[package]]
|
||||
|
|
@ -5793,7 +5794,7 @@ dev = [
|
|||
{ name = "pydevd-pycharm", specifier = ">=233.6745.319,<234" },
|
||||
{ name = "pytest", specifier = ">=7.4.0,<8" },
|
||||
{ name = "pytest-asyncio", specifier = ">=0.21.1,<0.22" },
|
||||
{ name = "ruff", specifier = ">=0.11.12,<0.12" },
|
||||
{ name = "ruff", specifier = ">=0.14.1,<0.15" },
|
||||
{ name = "twine", specifier = ">=6.1.0,<7" },
|
||||
{ name = "types-requests", specifier = ">=2.31.0.2,<3" },
|
||||
]
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue