PR Quality Filter for Open Source Bounties

A service that automatically filters, validates, and ranks pull request submissions for bug bounty programs to reduce spam and malware risk. Open source projects offering bounties get flooded with low-quality bot submissions. This tool helps maintainers identify legitimate contributors and malware-free code.

Bug bounty platforms like Algora and Gitpay are gaining traction as open source monetization tools, which directly creates the spam and abuse problem this solves — timing is reasonable but the market is still early and small. No clear incumbent exists specifically for PR-level quality filtering in bounty contexts, though GitHub Actions and basic CI tooling handle adjacent validation. The $1k–5k/mo revenue band reflects the core constraint: the universe of projects running active bounty programs with budgets *and* volume high enough to justify a paid filter is thin right now, making it hard to build a sustainable subscriber base without significant market expansion. The most likely failure mode is that maintainers just tighten bounty eligibility rules manually or use existing automation rather than pay for a specialized layer on top of infrastructure they already have.