SlopScore

Red flags provide warnings about potential issues associated with a contributor. These can include patterns of abandoned pull requests, unresolved discussions, or other behaviors that may indicate risk. SlopScore surfaces these warnings clearly within the pull request view, allowing maintainers to exercise caution before reviewing or merging. The cross-repo nature means that red flags from any repository the contributor has interacted with are visible, offering a comprehensive risk assessment. For example, if a contributor has a history of leaving PRs incomplete or failing to respond to feedback, that pattern becomes evident immediately. This feature empowers maintainers to triage efficiently by deprioritizing submissions that may require disproportionate effort or carry hidden risks.

SlopScore operates as a lightweight Chrome extension that integrates seamlessly with the GitHub web interface. Once installed, it automatically appends reputation data to each pull request page, fetching and displaying contributor metrics without requiring any configuration. The tool works across all GitHub repositories, aggregating public information about a contributor's activity, including their merge history, engagement patterns, and issue interactions. By analyzing this data, SlopScore computes the merge rate, trust signals, and red flags presented to the user. The approach is non-intrusive: it adds a small panel or overlay within the existing PR layout, ensuring minimal disruption to the reviewer's workflow. This plug-and-play design makes it accessible to any GitHub user, from individual maintainers to entire teams.

A typical use case for SlopScore is an open source maintainer who receives dozens of pull requests daily. By glancing at the reputation data, they can quickly sort contributions by trustworthiness, merging high-quality PRs first and flagging questionable ones for additional review. Another scenario involves a team lead evaluating external contributors for a new project; SlopScore reveals each contributor's cross-repo history, helping determine who to invite as a regular contributor. In enterprise settings, code reviewers can use red flags to avoid risky integrations that might introduce bugs or security issues. The outcome is a more efficient triage process where high-value contributions are accelerated, and low-quality submissions are deprioritized, ultimately improving overall code quality and team productivity.

SlopScore is built for GitHub users who review pull requests regularly, especially open source maintainers, project leads, and DevOps engineers. The extension is compatible with modern versions of Chrome and does not require any server-side setup or authentication beyond standard GitHub access. It is free to use and respects user privacy, with no data collected or transmitted to third parties. The tool is available on the Chrome Web Store at a minuscule size of just 59.4KiB. In summary, SlopScore empowers maintainers to make faster, more informed decisions by turning contributor reputation into an actionable asset within GitHub pull requests. It transforms the review experience from a reactive scramble into a streamlined, data-driven workflow.