Pre-launch checklists, feature flag lifecycle, staged rollouts, rollback procedures, monitoring setup. Use when preparing to deploy to production.
npx claudepluginhub v1truv1us/ai-eng-system --plugin ai-eng-learningThis skill uses the workspace's default tool permissions.
Ship to production with confidence using pre-launch checklists, staged rollouts, and verified rollback procedures. Faster is safer: small, frequent releases are less risky than large, infrequent ones.
Creates isolated Git worktrees for feature branches with prioritized directory selection, gitignore safety checks, auto project setup for Node/Python/Rust/Go, and baseline verification.
Executes implementation plans in current session by dispatching fresh subagents per independent task, with two-stage reviews: spec compliance then code quality.
Dispatches parallel agents to independently tackle 2+ tasks like separate test failures or subsystems without shared state or dependencies.
Ship to production with confidence using pre-launch checklists, staged rollouts, and verified rollback procedures. Faster is safer: small, frequent releases are less risky than large, infrequent ones.
Triggered by:
Work through every item. Any unchecked item is a blocker.
| Rationalization | Reality |
|---|---|
| "It works on staging, ship it" | Staging does not perfectly replicate production traffic and data. |
| "We can monitor after launch" | Monitoring should be configured before launch, not after. |
| "Rollback is too slow, just fix forward" | Fixing forward under pressure introduces more risk than a clean rollback. |