Devin Skill Leaderboard

Design codebases and review implementations.

Plan engineering work and coordinate parallel agents.

Audit repository quality and track technical debt.

Map codebases into navigable knowledge graphs.

Reduce agent verbosity and context consumption.

Audit UX and refine frontend design.

Explore codebases and knowledge through interactive graphs.

Investigate threats, test defenses, and assess security compliance.

Preserve task plans and findings across agent sessions.

Write precise prompts tailored to AI tools.

Create motion design briefs and brandkits.

Detect AI writing patterns and rewrite in your voice.

Test local code against live Kubernetes environments.

Find reusable workflows for development and business tasks.

Plan products, improve growth, and lead teams.

Find existing tools for reverse-engineered systems.

Create UI designs, presentations, and graphics on canvas.

Plan, execute, and analyze multi-brand marketing strategies.