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Prism

Prism Logo

Inspiration:

  • As developers, we often feel like we're shouting into a void when we check our Google Play app reviews. For users, leaving a review feels like throwing a needle in a haystack - you report a major bug or a brilliant feature idea, only for it to sit in a dashboard, never to be noticed. While tools exist to sync reviews to Slack or Jira, no solution actually closes the loop by turning that human frustration into a functional code contribution. To bridge the gap between "User Rant" and "Pull Request," I created Prism.

What it does:

  • Prism is an AI-powered automation agent that monitors app reviews for a particular Google Play app and programmatically generates tested, secure pull requests (suggestions for code improvements) to fix reported issues.

Built With: python, claude, fastapi, githubapi, googleplayscraper, html, modal, pineconedb, voyageapi

Check out the Devpost: Link

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(HackIllinois 2026 Project) Reflecting android app reviews automatically into code improvements through an agentic AI pipeline

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