Amp Skill Leaderboard

Design codebases and review implementations.

Audit repository quality and track technical debt.

Map codebases into navigable knowledge graphs.

Plan, review, test, and ship software with specialist agents.

Reduce agent verbosity and context consumption.

Build company websites with cohesive visual design.

Draw branded diagrams in HTML and SVG.

Make agent responses concise, structured, and action-first.

Design interfaces and refine interaction animations.

Reverse-engineer software and investigate security targets.

Turn books and documents into reusable agent skills.

Run engineering, product, marketing, and business workflows.

Preserve task plans and findings across agent sessions.

Design, simulate, and prepare physical products for fabrication.

Coordinate research, experiments, and paper writing.

Create films from stories using code-driven visual styles.

Plan and execute offensive security assessments.

Create motion design briefs and brandkits.

Create and test mods for PC games.

Remove generic patterns from interfaces, prose, and code.

Find and use Korean public and commercial services.

Plan, design, debug, and review software changes.

Build interactive interfaces, games, and visual effects.

Create pixel-art effects, animations, and sprite sheets.

Create editable slides, design canvases, dashboards, and motion films.

Turn scripts into animated stickman videos.

Turn character images into animated game sprites.

Detect AI writing patterns and rewrite in your voice.

Explore and critique ideas through parallel reasoning.

Rewrite complex prose in plain, precise English.

Build, deploy, upgrade, and debug Expo applications.

Develop research arguments and prepare computer science papers.

Coordinate personal tasks across devices with a persistent agent.

Inspect and control existing Chrome sessions.

Tailor resumes and prepare job applications and interviews.

Analyze biomedical data and support clinical research workflows.

Map external attack surfaces and investigate exposed assets.

Apply business, design, and coding frameworks to projects.

Search the web and automate everyday CLI tasks.

Translate entire books while preserving document structure.

Detect common Kotlin and Compose Multiplatform pitfalls.

Review code for architecture, security, and performance issues.

Build MCP integrations and inspect coding-agent traffic.

Automate Unity Editor tasks and scene development.

Improve agent workflows through context engineering and evaluation.

Review KiCad designs before manufacturing circuit boards.

Turn multimodal content into searchable enterprise knowledge.

Benchmark agents on practical multi-step tasks.

Build and operate Microsoft Fabric data workflows.

Build, simulate, and test Simulink models.