Last Saturday I joined the AWS FCAJ meetup, and I got the chance to demo a project I have been building.
The app is PR Standard Reviewer, and it runs as an app on Kiro Crew. Kiro Crew is a platform for running AI agents and apps through a shared gateway, so instead of wiring up my own model and API keys, the app plugs into Kiro Crew and uses the model already available there. You install it, enable it, and it shows up right in the dashboard.
What the app does: it reviews GitHub pull requests against your own coding standards, not a generic linter's rules. You maintain your standards as documents, point it at a PR, and it returns findings ordered by priority, each one citing the exact standard it came from with a suggested fix. The summary can be posted straight back to the PR.
Demoing live is always a good forcing function. Explaining the design out loud made the core idea clearer: separate what to enforce (a Knowledge Base of standards) from how to review (Skills), and keep every finding grounded in a specific rule so reviewers can verify it. Building it as a Kiro Crew app also meant I could focus on the review logic instead of model plumbing.
Thanks to the AWS FCAJ community and everyone who stopped by with questions and feedback.
The project is open source under MIT (Link source on comment)
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