the-high-signal-review

Automated high-signal code review analyzes workspace diffs and pull requests to surface only objective issues. It reads related policy files, validates findings against a strict hierarchy, deduplicates results, and outputs actionable issues with file:line references.

High-signal code review reduces noisy PR feedback by validating findings against applicable policy files before reporting. It enforces a strict policy hierarchy to identify objective runtime, logic, or security issues, deduplicates them, and presents a structured list with file:line references.

To run policy-driven validation on a workspace diff, trigger a high-signal review. The process gathers comprehensive context by reading PR metadata, diffs, and relevant policy files, then validates the changes to scope findings accurately before outputting a structured list of issues.

Yes, the high-signal review operates without external dependencies. It relies on reading existing PR metadata, workspace diffs, and applicable policy files already present in the repository to enforce its strict policy hierarchy and validate objective issues.

Yes, you can use policy files to enforce security and logic checks in a pull request diff. The review process reads these policy files to scope findings, validates objective issues against the defined policies, and outputs deduplicated results with direct file:line references and URLs.

The best way to deduplicate code review issues in a git diff is using a high-signal review process. It validates findings against a strict policy hierarchy before deduplicating them, ensuring the final structured list contains only objective, actionable issues with file:line references.