Antigravity V3.0 — System Skill Map & Development Contract

To safely refactor a multi-threaded AI orchestration pipeline, align modifications with documented architectural invariants and safe extension boundaries. You must preserve core output contracts, function signatures, and task mapping integrity while adding features only in designated expansion slots.

A development contract for failover logic specifies what must not be changed, such as output shapes, mapping contracts, and retry/backoff behavior. It serves as a single source of truth to prevent regressions and ensure failover lifecycle stability across the multi-threaded pipeline.

To extend task mapping and Word generation features without destabilizing core logic, use the system skill map to identify designated expansion slots. This governance approach ensures new features are added safely without altering the existing 4-thread orchestration or mapping contracts.

Modifying retry and backoff behavior in a multi-threaded AI auditing system is restricted by the development contract to prevent regressions. You must review planned code changes against the system invariants to confirm if these behaviors must remain untouched for your specific target file.

You need an architectural system map for AI auditing pipeline refactoring when evolving a complex, multi-threaded environment. It documents the 4-thread orchestration, model routing, and failover lifecycle, providing a single source of truth to prevent breakdowns during extension.

Antigravity V3.0 requires no external dependencies for monthly office audit report generation. It provides an operational architecture map and development contract to govern Word and Drive generation processes, ensuring output contracts and task mapping integrity are preserved.