Repo-aware build and debug flows that clone a GitLab project, inspect conventions, and generate a merge-request-ready diff
Verification gates for generated files, dependency repair, build checks, delivery guard, and preview readiness
Run history with logs, cost breakdowns, approvals, rejection handling, and shareable delivery summaries
Human approval before plan execution and before merge-request publish
Measured token/cost reporting with model, backend, and pricing-source details
Atomic run claiming, ownership checks, persisted handoff data, and path containment for generated files
Use this flow when you want something you can demo, hand off, or iterate on quickly instead of staring at a blank repo.
Pick a template, describe the target outcome, and Forge will shape a runnable delivery package around it.