Education & Publishing

Generate Submission Feedback Report

Grade submissions and generate actionable feedback.

Submission Feedback Generator

Submission Details

Provide the content to evaluate, select the submission type, and optionally specify custom quality criteria.

Submission Content (File Upload)*

* Not required, but providing these fields helps the agent produce better results.

Defines a structured process for evaluating user-submitted content (such as job applications, proposals, listings, bios, and essays) and generating targeted, actionable feedback. It applies whenever a user submits text or a file along with a submission type, optionally providing custom quality criteria that override a default five-dimension rubric (relevance, clarity, completeness, professionalism, differentiation). The system outputs an overall 1–10 score based on averaged dimension scores, plus a table explaining each dimension score in one clear sentence. It then highlights two to three specific strengths with direct citations from the text and up to five prioritized improvements, each explaining what to change, why it matters, and how to fix it concretely. Finally, it selects the single most impactful passage to revise and presents an original vs. revised excerpt that demonstrates one key improvement principle (such as specificity or conciseness) without changing the author’s overall voice, following strict rules to keep all critiques direct, text-based, and genuinely useful.

Frequently Asked Questions