autopilot-apply

Applying planned document mutations to LaTeX sources is executed by reading prepared cheatsheets and applying deterministic changes while preserving the original plan. This process uses git branch isolation and compilation verification to ensure safe source integration.

Verifying LaTeX compilation after document edits requires performing baseline and final compilation checks within an isolated git worktree. This ensures the build remains healthy and generates a reviewable diff before returning the branch for human review.

Yes, applying document mutations with verified delivery requires a pre-existing git repository. The workflow checks repository state and creates branch or worktree isolation to maintain controlled review workflows and validation checkpoints.

Yes, you can apply a research paper revision cheatsheet without rewriting the original plan. The workflow reads prepared mutation plans and applies approved changes directly to LaTeX sources, generating reviewable diffs and handback reporting.

Git branch isolation for automated LaTeX document updates prevents unreviewed changes from entering canonical source files. It validates repository state and ensures compilation verification occurs in a controlled environment before human review and merge.