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gitlab-orbit

MR context intelligence powered by GitLab Orbit — surfaces blast radius, hotfix history, and expert reviewers before you merge.

Agent Skill that mines your project's merged MR review history via GitLab Orbit to automatically derive your team's real coding standards, then enforces them against every diff, with zero manual setup

Instant contributor starter kits using the GitLab Orbit knowledge graph - ranks files by activity-based centrality, maps experts, traces dependency reading order, surfaces similar MRs. All four Orbit query types in one workflow.

Orbit Tracer Security Agent for intelligent security remediation.

Traces vulnerability blast radius using Orbit's knowledge graph, scores risk, identifies code owners, and orchestrates secure code generation—reducing analysis from 4+ hours to minutes.

Automates vulnerability analysis, risk assessment, and secure code generation with human-in-the-loop approval. Works with any project structure, 7+ languages.

OrbitRing uses GitLab Orbit to validate engineering assumptions, generate alternative implementation paths, analyze consequences, and recommend the best engineering decision with evidence.

Audience-aware release intelligence: a GitLab Duo Skill that turns a release into three audience-specific docs (user changelog, breaking-change radar, release-risk report) using the GitLab Orbit knowledge graph.