Cradle

https://baai-agents.github.io/Cradle/

[{"step":"Define the Task and Inputs","description":"Specify the exact task you want Cradle to perform in Productiv. Include placeholders for user credentials, module names, and any filters or criteria (e.g., timeframes, departments). Use the prompt template to structure your request.","tip":"Be as specific as possible with module names and actions. For example, avoid saying 'generate a report' and instead specify 'generate a quarterly SaaS spending report filtered by department and category'."},{"step":"Authenticate and Navigate","description":"Provide Cradle with the necessary credentials to log into Productiv. Ensure the agent has the correct permissions to access the required modules. Use Cradle's built-in reasoning to validate the login and navigation steps.","tip":"If you're unsure about the module paths or API endpoints, use Cradle's self-improvement capabilities to explore Productiv's structure first. For example, ask Cradle to 'list all available modules in Productiv' to identify the correct paths."},{"step":"Execute and Validate","description":"Run the task and validate the output. Cradle should perform the action (e.g., generating a report) and verify the results (e.g., checking the report contains the expected data). If errors occur, use Cradle's reasoning to diagnose and retry.","tip":"For complex tasks, break them into smaller sub-tasks. For example, first generate the report, then validate its contents, and finally save it to a specific location. This makes debugging easier."},{"step":"Document and Iterate","description":"Save the steps taken and results in a structured format (e.g., JSON or markdown). Use this documentation to refine future tasks or create templates for recurring actions.","tip":"If the task is repetitive (e.g., monthly reports), save the filter configuration as a template in Productiv to reduce setup time. Cradle can help identify where templates can be reused."}]