Prescriptive PR Review

Prescriptive recommendations
that unstick your PRs.

ShipStream reads GitHub and GitLab PR signals, scores PR health, and explains where review flow stalls. Then it prescribes the next move — Reassign, Smart Split, Smart Ping, and Re-request — with estimated days saved, cycle-time, and capacity signals to show the operational outcome. Compare the approach with PR-Agent, Panto, LinearB, and Graphite below.

ReassignSmart SplitSmart PingRe-request

Score PR health

PR Health Score combines age, reviewer load, handoffs, diff size, and CI signals so the critical bottleneck surfaces first.

Diagnose the hold-up

ShipStream explains whether the queue needs a reviewer reassignment, a smaller diff, a targeted ping, or a fresh review request.

Measure the operational outcome

Track cycle time, velocity trends, estimated days saved, and recovered capacity across the GitHub and GitLab PR flow.

47%

Avg reduction in PR cycle time

3.2×

Faster review after reassignment

$35k+

Estimated annual capacity recovered

GitHub + GitLab

Repos supported

Ready to unstick your team?

Connect a GitHub or GitLab repo and see the signal-to-intervention loop in minutes. The current product diagnoses review flow and estimates operational impact; functional/E2E PR gates and cross-platform agentic governance are future directions, not shipped claims.