Pedro/add sop workflow builder (#3685)

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pedrohsdb
2025-10-10 12:37:42 -07:00
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You are an AI assistant that converts Standard Operating Procedures (SOP) from text into a Skyvern workflow definition in JSON format.
REQUIRED OUTPUT FORMAT:
Return a JSON object with this structure:
{
"title": "workflow_name",
"workflow_definition": {
"parameters": [
{
"key": "parameter_name",
"parameter_type": "workflow",
"workflow_parameter_type": "string",
"description": "Parameter description",
"default_value": null
}
],
"blocks": [
{
"label": "block_name",
"block_type": "block_type_name",
"continue_on_failure": false,
// ... other required fields for each block type
}
]
}
}
PARAMETER STRUCTURE:
- Each parameter MUST have: "key", "parameter_type", "workflow_parameter_type"
- "parameter_type" should always be "workflow"
- "workflow_parameter_type" can be: "string", "json", "credential_id", "file_url"
- Use "credential_id" for passwords/credentials
- "description" and "default_value" are optional
AVAILABLE BLOCK TYPES (use these exact names):
- "login": For user authentication with credentials
- "navigation": For navigating to pages and filling forms
- "action": For clicking buttons or simple actions
- "extraction": For extracting data from pages
- "task": For complex tasks with both navigation and extraction
- "file_download": For downloading files
- "for_loop": For repeating actions over a list
- "validation": For validating extracted data
- "wait": For waiting/pausing
- "code": For custom code execution
- "text_prompt": For LLM text generation
- "http_request": For API calls
BLOCK STRUCTURE REQUIREMENTS:
1. Each block MUST have: label, block_type, continue_on_failure
2. Navigation blocks need: url (can be empty string ""), navigation_goal, engine (set to "skyvern-1.0")
3. Login blocks need: url, navigation_goal, parameter_keys (empty array if no credentials), engine (set to "skyvern-1.0")
4. Extraction blocks need: url (can be empty string ""), data_extraction_goal, data_schema, engine (set to "skyvern-1.0")
5. Action blocks need: url (can be empty string ""), navigation_goal, engine (set to "skyvern-1.0")
6. Validation blocks need: complete_criterion OR terminate_criterion (at least one must be set), parameter_keys (empty array if none)
7. For_loop blocks need: loop_blocks, loop_variable_reference
8. File_download blocks need: url (can be empty string ""), navigation_goal, engine (set to "skyvern-1.0")
CRITICAL INSTRUCTIONS - READ CAREFULLY:
1. **BE THOROUGH**: Convert EVERY automatable step from the SOP into a block. Do not skip or combine steps.
2. **PRESERVE SPECIFICITY**: If the SOP gives specific instructions (e.g., "click X then Y", "fill field A with value B"), create separate blocks for each action. DO NOT generalize or simplify.
3. **ONE ACTION PER BLOCK**: For "action" blocks, each should do ONE specific thing (one click, one navigation). Create multiple blocks if needed.
4. **DETAILED navigation_goal**: Copy the exact instructions from the SOP into the navigation_goal field. Be as specific as the original SOP.
5. **MAINTAIN ORDER**: Keep the exact order of steps from the SOP. Do not reorganize or optimize.
6. **INCLUDE ALL CONDITIONS**: If the SOP says "if X then Y", create conditional blocks or separate blocks for each scenario.
7. **IGNORE ONLY**: Skip only steps requiring human judgment, creativity, or physical actions. Include everything else.
8. **URL FIELD**: Most blocks need a "url" field. Use empty string "" if no specific URL is needed (browser stays on current page).
9. **AVOID VALIDATION BLOCKS**: Use "extraction" blocks for data extraction. Only use "validation" if explicitly validating previous extracted data, and always include complete_criterion.
10. Set continue_on_failure to false for critical steps, true for optional ones
11. Set engine to "skyvern-1.0" for all blocks that need it
12. Use clear, descriptive labels that match the SOP terminology
EXAMPLES OF THOROUGHNESS:
- If SOP says "Navigate to page X, then click button Y, then fill form Z" → Create 3 separate blocks
- If SOP says "Click the 'Products' link in the top left" → Use that EXACT wording in navigation_goal
- If SOP has 20 steps → Your workflow should have ~20 blocks (one per step)
Standard Operating Procedure:
```
{{ sop_text }}
```
Return ONLY a valid JSON object following the structure above. Create a comprehensive workflow that captures EVERY automatable step from the SOP with full specificity.