AI Feedback Lab

AI Feedback Lab is an AI education tool that packages 25 assessment and feedback workflows for secondary English, EFL, and ESL teachers to cut time spent grading. It is sold as a downloadable PDF toolkit of reusable AI prompts and workflow structures rather than a hosted app, so teachers paste the prompts into whatever chatbot they already use and adapt them to their classes. The 25 workflows cover concrete marking jobs: building rubrics, drafting student feedback, improving written assignments, spotting recurring grammatical patterns, supporting differentiated instruction, turning assessment data into learning objectives, and designing reinforcement exercises. Each workflow ships with customization instructions so a teacher can adjust it to a specific year group or assignment type. Because the product is a 36KB PDF delivered by download link in the receipt email, there is no account, no integration, and no ongoing subscription to manage. For teachers who want a ready-made set of grading prompts rather than writing their own, this is a low-cost entry point. BestAIFor readers should treat it as a prompt library they still run through their own AI assistant, not a standalone grading platform.

Grading and giving feedback faster in secondary English, EFL, and ESL classes using ready-made AI prompt workflows