devkit-inspect-edit-verify

To inspect and verify code diffs, use the inspect-edit-verify workflow to summarize diffs, isolate minimal code blocks, and run patch diagnosis to prevent regressions before application. This structured loop ensures factual verification and reproducibility.

Block-level extraction isolates minimal code changes by outlining and extracting specific contexts, preventing drift without reading entire files. It keeps the edit loop short by scoping patches to the smallest necessary blocks.

To prevent regressions when applying code patches, use patch diagnosis to verify changes before application, then re-run diff summarize and block commands to confirm results. This deterministic workflow ensures safe patch application.

Yes, you can use structured JSON output for diff inspection handoff. The diff summarize command supports --json output, enabling deterministic tool-to-tool handoff and ensuring reproducible verification steps across AI-powered scenarios.

No external dependencies are required to run the inspect-edit-verify workflow. The Skill operates independently using deterministic commands to enforce structured outputs and factual verification steps for both AI-powered and human-in-the-loop scenarios.

The best way to keep the AI edit loop deterministic is focusing on necessary diffs, small blocks, and verified patches. Enforcing structured outputs and factual verification steps prevents drift and ensures reproducibility.