diff --git a/fern/openapi/skyvern_openapi.json b/fern/openapi/skyvern_openapi.json index 2ffc0d11..f45675da 100644 --- a/fern/openapi/skyvern_openapi.json +++ b/fern/openapi/skyvern_openapi.json @@ -105,7 +105,7 @@ "/v1/run/workflows": { "post": { "tags": [ - "Workflow Runs" + "Workflows" ], "summary": "Run a workflow", "description": "Run a workflow", @@ -228,7 +228,7 @@ "get": { "tags": [ "Agent", - "Workflow Runs" + "Workflows" ], "summary": "Get a run by id", "description": "Get run information (task run, workflow run)", @@ -334,7 +334,7 @@ "post": { "tags": [ "Agent", - "Workflow Runs" + "Workflows" ], "summary": "Cancel a run by id", "description": "Cancel a run (task or workflow)", @@ -571,15 +571,10 @@ "type": "null" } ], - "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.", - "examples": [ - "my_workflow", - "login_url", - "production" - ], + "description": "Unified search across workflow title, folder name, and parameter metadata (key, description, default_value).", "title": "Search Key" }, - "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." + "description": "Unified search across workflow title, folder name, and parameter metadata (key, description, default_value)." }, { "name": "title", @@ -587,12 +582,12 @@ "required": false, "schema": { "type": "string", - "description": "Deprecated: use search_key instead. Falls back to title-only search if search_key is not provided.", + "description": "Deprecated: use search_key instead.", "deprecated": true, "default": "", "title": "Title" }, - "description": "Deprecated: use search_key instead. Falls back to title-only search if search_key is not provided.", + "description": "Deprecated: use search_key instead.", "deprecated": true }, { @@ -1026,8 +1021,7 @@ "/v1/runs/{run_id}/retry_webhook": { "post": { "tags": [ - "Agent", - "Workflow Runs" + "Agent" ], "summary": "Retry run webhook", "description": "Retry sending the webhook for a run", @@ -1125,7 +1119,7 @@ "get": { "tags": [ "Agent", - "Workflow Runs" + "Workflows" ], "summary": "Get run timeline", "description": "Get timeline for a run (workflow run or task_v2 run)", @@ -1214,158 +1208,6 @@ ] } }, - "/v1/workflows/runs": { - "get": { - "tags": [ - "Workflow Runs" - ], - "summary": "List workflow runs", - "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", - "operationId": "get_workflow_runs_v1_workflows_runs_get", - "parameters": [ - { - "name": "page", - "in": "query", - "required": false, - "schema": { - "type": "integer", - "minimum": 1, - "description": "Page number for pagination.", - "default": 1, - "title": "Page" - }, - "description": "Page number for pagination." - }, - { - "name": "page_size", - "in": "query", - "required": false, - "schema": { - "type": "integer", - "minimum": 1, - "description": "Number of runs to return per page.", - "default": 10, - "title": "Page Size" - }, - "description": "Number of runs to return per page." - }, - { - "name": "status", - "in": "query", - "required": false, - "schema": { - "anyOf": [ - { - "type": "array", - "items": { - "$ref": "#/components/schemas/WorkflowRunStatus" - } - }, - { - "type": "null" - } - ], - "description": "Filter by one or more run statuses.", - "title": "Status" - }, - "description": "Filter by one or more run statuses." - }, - { - "name": "search_key", - "in": "query", - "required": false, - "schema": { - "anyOf": [ - { - "type": "string", - "maxLength": 500 - }, - { - "type": "null" - } - ], - "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.", - "examples": [ - "login_url", - "credential_value", - "wr_abc123" - ], - "title": "Search Key" - }, - "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." - }, - { - "name": "error_code", - "in": "query", - "required": false, - "schema": { - "anyOf": [ - { - "type": "string", - "maxLength": 500 - }, - { - "type": "null" - } - ], - "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.", - "examples": [ - "INVALID_CREDENTIALS", - "LOGIN_FAILED", - "CAPTCHA_DETECTED" - ], - "title": "Error Code" - }, - "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." - }, - { - "name": "x-api-key", - "in": "header", - "required": false, - "schema": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "description": "Skyvern API key for authentication. API key can be found at https://app.skyvern.com/settings.", - "title": "X-Api-Key" - }, - "description": "Skyvern API key for authentication. API key can be found at https://app.skyvern.com/settings." - } - ], - "responses": { - "200": { - "description": "Successful Response", - "content": { - "application/json": { - "schema": { - "type": "array", - "items": { - "$ref": "#/components/schemas/WorkflowRun" - }, - "title": "Response Get Workflow Runs V1 Workflows Runs Get" - } - } - } - }, - "422": { - "description": "Validation Error", - "content": { - "application/json": { - "schema": { - "$ref": "#/components/schemas/HTTPValidationError" - } - } - } - } - }, - "x-fern-sdk-method-name": "get_workflow_runs" - } - }, "/v1/workflows/{workflow_permanent_id}": { "get": { "tags": [ @@ -4121,11 +3963,6 @@ ], "title": "Has Mini Agent" }, - "skip_auto_complete_tab": { - "type": "boolean", - "title": "Skip Auto Complete Tab", - "default": false - }, "created_at": { "anyOf": [ { @@ -8851,8 +8688,7 @@ "csv", "excel", "pdf", - "image", - "docx" + "image" ], "title": "FileType" }, @@ -17899,326 +17735,6 @@ "type": "object", "title": "WorkflowRequest" }, - "WorkflowRun": { - "properties": { - "workflow_run_id": { - "type": "string", - "title": "Workflow Run Id" - }, - "workflow_id": { - "type": "string", - "title": "Workflow Id" - }, - "workflow_permanent_id": { - "type": "string", - "title": "Workflow Permanent Id" - }, - "organization_id": { - "type": "string", - "title": "Organization Id" - }, - "browser_session_id": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "title": "Browser Session Id" - }, - "browser_profile_id": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "title": "Browser Profile Id" - }, - "debug_session_id": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "title": "Debug Session Id" - }, - "status": { - "$ref": "#/components/schemas/WorkflowRunStatus" - }, - "extra_http_headers": { - "anyOf": [ - { - "additionalProperties": { - "type": "string" - }, - "type": "object" - }, - { - "type": "null" - } - ], - "title": "Extra Http Headers" - }, - "proxy_location": { - "anyOf": [ - { - "$ref": "#/components/schemas/ProxyLocation" - }, - { - "$ref": "#/components/schemas/GeoTarget" - }, - { - "additionalProperties": true, - "type": "object" - }, - { - "type": "null" - } - ], - "title": "Proxy Location" - }, - "webhook_callback_url": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "title": "Webhook Callback Url" - }, - "webhook_failure_reason": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "title": "Webhook Failure Reason" - }, - "totp_verification_url": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "title": "Totp Verification Url" - }, - "totp_identifier": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "title": "Totp Identifier" - }, - "failure_reason": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "title": "Failure Reason" - }, - "parent_workflow_run_id": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "title": "Parent Workflow Run Id" - }, - "workflow_title": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "title": "Workflow Title" - }, - "max_screenshot_scrolls": { - "anyOf": [ - { - "type": "integer" - }, - { - "type": "null" - } - ], - "title": "Max Screenshot Scrolls" - }, - "browser_address": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "title": "Browser Address" - }, - "run_with": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "title": "Run With" - }, - "script_run": { - "anyOf": [ - { - "$ref": "#/components/schemas/ScriptRunResponse" - }, - { - "type": "null" - } - ] - }, - "job_id": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "title": "Job Id" - }, - "depends_on_workflow_run_id": { - "anyOf": [ - { - "type": "string" - }, - { - "type": "null" - } - ], - "title": "Depends On Workflow Run Id" - }, - "sequential_key": { - "anyOf": [ - { - "type": "string" - }, - { - "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": { diff --git a/pyproject.toml b/pyproject.toml index 4562cef2..02286271 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -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" diff --git a/skyvern-frontend/src/components/TestWebhookDialog.tsx b/skyvern-frontend/src/components/TestWebhookDialog.tsx index f2fe539d..51dc0bf0 100644 --- a/skyvern-frontend/src/components/TestWebhookDialog.tsx +++ b/skyvern-frontend/src/components/TestWebhookDialog.tsx @@ -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({ setTargetUrl(event.target.value)} + onChange={(event) => { + setTargetUrl(event.target.value); + setResult(null); + }} placeholder="https://your-endpoint.com/webhook" /> - {loading && !result ? ( + {loading ? (
Sending test webhook…
+ ) : !result ? ( + ) : null} {result && ( diff --git a/skyvern-frontend/src/routes/workflows/editor/nodes/StartNode/StartNode.tsx b/skyvern-frontend/src/routes/workflows/editor/nodes/StartNode/StartNode.tsx index 1d4dcb39..b1b0f16c 100644 --- a/skyvern-frontend/src/routes/workflows/editor/nodes/StartNode/StartNode.tsx +++ b/skyvern-frontend/src/routes/workflows/editor/nodes/StartNode/StartNode.tsx @@ -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) { 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) {
{ + setLocalWebhookUrl(event.target.value); update({ webhookCallbackUrl: event.target.value, }); @@ -233,15 +259,14 @@ function StartNode({ id, data, parentId }: NodeProps) { Test Webhook diff --git a/skyvern/cli/mcp_tools/__init__.py b/skyvern/cli/mcp_tools/__init__.py index f2c3113c..c14839de 100644 --- a/skyvern/cli/mcp_tools/__init__.py +++ b/skyvern/cli/mcp_tools/__init__.py @@ -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. """, ) diff --git a/skyvern/cli/mcp_tools/browser.py b/skyvern/cli/mcp_tools/browser.py index 15ced6b6..61ee5c33 100644 --- a/skyvern/cli/mcp_tools/browser.py +++ b/skyvern/cli/mcp_tools/browser.py @@ -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. """ diff --git a/skyvern/cli/mcp_tools/prompts.py b/skyvern/cli/mcp_tools/prompts.py index 9d3fa9a8..87fba946 100644 --- a/skyvern/cli/mcp_tools/prompts.py +++ b/skyvern/cli/mcp_tools/prompts.py @@ -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 diff --git a/skyvern/core/script_generations/generate_script.py b/skyvern/core/script_generations/generate_script.py index 1604f62a..6274e15f 100644 --- a/skyvern/core/script_generations/generate_script.py +++ b/skyvern/core/script_generations/generate_script.py @@ -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. diff --git a/skyvern/forge/agent.py b/skyvern/forge/agent.py index 91dd3189..6d57e688 100644 --- a/skyvern/forge/agent.py +++ b/skyvern/forge/agent.py @@ -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: diff --git a/skyvern/forge/prompts/skyvern/workflow_knowledge_base.txt b/skyvern/forge/prompts/skyvern/workflow_knowledge_base.txt index d104a3b4..df5fafa2 100644 --- a/skyvern/forge/prompts/skyvern/workflow_knowledge_base.txt +++ b/skyvern/forge/prompts/skyvern/workflow_knowledge_base.txt @@ -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: -prompt: # Required: What to do -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 diff --git a/tests/unit/test_forloop_script_generation.py b/tests/unit/test_forloop_script_generation.py index 7d22728b..8e248e60 100644 --- a/tests/unit/test_forloop_script_generation.py +++ b/tests/unit/test_forloop_script_generation.py @@ -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"}, + 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