PrismPulse

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  PrismPulse

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Inspiration

Every developer has faced a messy codebase — dead functions, hardcoded credentials, zero tests. PrismPulse was built to make codebase cleanup intelligent and systematic using GitLab Orbit.

What it does

PrismPulse is a 7-dimension Codebase Intelligence Agent powered by GitLab Orbit's knowledge graph. It computes a 0-100 Health Score and analyzes: Inactive Code, Security Dead Ends, Dependencies, Duplication, Structure, and Test Gaps — delivering prioritized, actionable recommendations.

How I built it

Built on GitLab Duo Agent Platform using GitLab Orbit tools (Blob Search, Repository Tree, Security Findings, Vulnerabilities). Designed a synthetic test-repo with intentionally planted issues to demonstrate all 7 detection dimensions.

Challenges

Designing a system prompt that consistently triggers all 7 dimensions in a single pass, and building a synthetic repo that realistically demonstrates every detection category.

What I learned

How GitLab Orbit's knowledge graph enables deep codebase analysis beyond simple text search, and how agent skills architecture separates concerns cleanly.

Built With

• gitlab-duo-agent-platform
• gitlab-duo-chat
• gitlab-orbit