Automate Peer Review Assignments with GPT-4-nano, Slack and Email Notifications

Introduction

Automate peer review assignment and grading with AI-powered evaluation. Designed for educators managing collaborative assessments efficiently.

How It Works

Webhook receives assignments, distributes them, AI generates review rubrics, emails reviewers, collects responses, calculates scores, stores results, emails reports, updates dashboards, and posts analytics to Slack.

Workflow Template

Webhook → Store Assignment → Distribute → Generate Review Rubric → Notify Slack → Email Reviewers → Prepare Response → Calculate Score → Store Results → Check Status → Generate Report → Email Report → Update Dashboard → Analytics → Post to Slack → Respond to Webhook

Workflow Steps

1. Receive & Store: Webhook captures assignments, stores data.
2. Distribute & Generate: Assigns peer reviewers, AI creates rubrics.
3. Notify & Email: Alerts via Slack, sends review requests.
4. Collect & Score: Gathers responses, calculates peer scores.
5. Report & Update: Generates reports, emails results, updates dashboard.
6. Analyze & Alert: Posts analytics to Slack, confirms completion.

Setup Instructions

1. Webhook & Storage: Configure endpoint, set up database.
2. AI Configuration: Add OpenAI key, customize rubric prompts.
3. Communication: Connect Gmail, Slack credentials.
4. Dashboard: Link analytics platform, configure metrics.

Prerequisites

• OpenAI API key
• Gmail account
• Slack workspace
• Database or storage system
• Dashboard tool

Use Cases

• University peer review assignments
• Corporate training evaluations
• Research paper assessments

Customization

• Multi-round review cycles
• Custom scoring algorithms

Benefits

• Eliminates manual distribution
• Ensures consistent evaluation