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The tool acts as an enforcement layer that turns decisions recorded in communication and project‑management platforms into automated checks for pull requests. It extracts rules from sources such as Slack, Teams, Jira, Linear, Azure DevOps, Asana, Monday and Basecamp, and then validates code changes in GitHub, GitLab, and Bitbucket before they are merged. Each identified drift is linked back to its originating rule, file, and risk, allowing developers to see exactly which decision was violated.

It is intended for development teams that want to ensure that agreed‑upon policies, limits, or compliance requirements are not unintentionally altered during development. By mentioning the bot in a discussion, teams can capture a decision, attach supporting evidence, and have the rule automatically applied to future code reviews. The system provides a traceable connection between the decision source and the code line that caused a conflict.

What distinguishes this solution is that it operates within existing collaboration tools without requiring a separate workflow, and it treats decisions as versioned, enforceable artifacts. The rule engine evaluates diffs against stored policies, presenting conflicts with contextual information and risk classification, effectively creating a CI/CD pipeline for governance decisions.