Fleet Scale Migration Orchestrator Human Supervised

The problem

Large-scale code migrations often fail due to scope creep, missing test coverage, and lack of human oversight. Manual tracking across hundreds of repositories or monorepo paths is prone to error and creates massive review bottlenecks.

What it does

• Standardizes migration directives into auditable, scoped execution plans for repository fleets.
• Establishes a permission-bound tool map to restrict agent access to specific git commands and local search.
• Defines a verifier loop with explicit retry budgets and failure conditions using your existing CI or test commands.
• Generates judge review criteria to audit diffs for logic errors and house-style compliance before human approval.
• Segments repositories into pilot and batch groups to manage rollout risk.

Frameworks & tools

Compatible with any build system including Maven, Gradle, Jest, pytest, Go test, and Bazel. Works with monorepo structures and distributed repository fleets.

Why this beats prompting it yourself

Basic prompts lack the rigorous safety gates and multi-role architecture required for production codebases. This skill enforces a structured verification loop and judge-led review process that prevents unsupervised merges and quiet logic failures.

Use cases

• Migrating legacy logging frameworks to standard cloud-native observers across dozens of services.
• Executing fleet-wide API deprecations and breaking change remediations.
• Enforcing new lint rules or house-style patterns across a monorepo.
• Managing dependency version upgrades with localized verifier feedback loops.

Known limitations

Requires existing test suites or verifier scripts to be effective. Does not handle credential management or production deployment operations.