claude-staff-engineer

Detects files that always change together, exposing hidden coupling that inflates Lead Time for Change and makes every PR bigger than it needs to be.

Generates a deployment-specific checklist before any code ships, covering rollout, monitoring, communication, and rollback. Directly reduces Change Failure Rate and Mean Time to Restore.

Requires a feature flag for any user-facing change, giving teams an instant kill switch without a deployment.

Identifies flaky tests in the affected test suite before shipping, because flaky tests kill Deployment Frequency by making CI untrustworthy.

Blocks shipping code where test coverage for changed files drops below threshold, and flags untested paths that directly raise Change Failure Rate.

Detects breaking changes to public APIs, interfaces, and exported symbols, and blocks shipping without a migration path.

Audits any new dependency before it enters the codebase, covering license, maintenance health, CVEs, and bundle impact.

Hard gate for database migrations. Enforces reversibility, lock analysis, and dual-write strategy before any schema change ships.

Enforces the Rule of Three — a new abstraction requires three existing, real call sites before it is created.

Blocks feature completion until structured logging, a metric, and a named alert condition are present in the shipped code.

Requires explicit ownership declaration for new code — team, runbook, and on-call rotation — before a feature ships.

Scans files being modified for incident annotations before touching them, surfacing prior postmortem learnings the model would otherwise ignore.

Triggers a mandatory RFC when a change is high-complexity, high-blast-radius, or introduces a new architectural pattern.

Prevents architectural bloat by evaluating existing assets, compute costs, and technical debt before writing any code.

Generates an executive-grade PR summary from the current session's work, formatted for engineering leadership and business stakeholders.

Enforces strict blast-radius limits to protect Change Failure Rate (CFR).