Copilot Skill Leaderboard
Design codebases and review implementations.
Plan engineering work and coordinate parallel agents.
Audit repository quality and track technical debt.
Design interfaces and generate tailored design systems.
Map codebases into navigable knowledge graphs.
Plan, review, test, and ship software with specialist agents.
Reduce agent verbosity and context consumption.
Specify, build, verify, and ship software incrementally.
Audit UX and refine frontend design.
Explore codebases and knowledge through interactive graphs.
Evaluate job openings and tailor application materials.
Automate business workflows across connected apps.
Edit AI-written text into natural prose.
Research recent trends across social and web sources.
Draw branded diagrams in HTML and SVG.
Make agent responses concise, structured, and action-first.
Plan marketing campaigns and improve conversions.
Analyze scientific data and conduct research workflows.
Research, write, and review academic papers.
Enforce design tokens and accessibility standards.
Find and assemble reusable agent workflows.
Customize Copilot workflows for development tasks.
Turn books and documents into reusable agent skills.
Investigate threats, test defenses, and assess security compliance.
Run engineering, product, marketing, and business workflows.
Audit websites and improve search visibility.
Preserve task plans and findings across agent sessions.
Design, simulate, and prepare physical products for fabrication.
Turn projects into shareable launch videos.
Coordinate research, experiments, and paper writing.
Build and optimize animations with GSAP.
Design agent context, memory, and evaluation workflows.
Automate app integrations and productivity workflows in Codex.
Write precise prompts tailored to AI tools.
Edit native office documents alongside an AI assistant.
Improve website visibility in AI search engines.
Explain systems and code changes with visual HTML pages.
Turn system descriptions into editable draw.io architecture diagrams.
Create motion design briefs and brandkits.
Create and test mods for PC games.
Research keywords and audit search and AI visibility.
Remove generic patterns from interfaces, prose, and code.
Structure brainstorming and agent development workflows.
Plan, design, debug, and review software changes.
Optimize prompts and code through evaluation-driven search.
Design logos and deliver SVG brand identities.
Edit AI-written Korean into natural prose.
Build 2D and 3D browser games with melonJS.
Research social content, audiences, and competitors.
Create editable slides, design canvases, dashboards, and motion films.