When one shot at a non-trivial artifact would lock you into the wrong shape, spawn three or more parallel candidates with the same prompt, score them against a concrete rubric, pick the cleanest as your base, then graft the best ideas from the losers. The protocol is strict about framing the rubric up front, reading every candidate end to end before picking, and recording what you rejected so future readers learn from the alternatives you considered. It fights the bias toward whichever surface looks most familiar and forces you to judge on extension points and maintainability instead of holistic feel. The verification phase at the end reminds you the arena doesn't earn you a pass on proving it works.

skills.sh installs
5.7K
GitHub stars
15.9K
last updated
Aug 21, 2026

Install

$ npx -y skills add cursor/plugins --skill arena --agent claude-code

Installs into .claude/skills of the current project.

Files

Arena

Open a todolist with one entry per phase (Frame, Fan out, Cross-judge, Pick, Graft, Verify) before launching anything.

Phase A: Frame

Every candidate gets the same prompt, so the prompt is the contract.

Sponsors

Details

Repository
github.com/cursor/plugins
Category
Automation & Workflows
First seen
Jun 23, 2026

More from cursor/plugins

All 47
1affaan-m avataragent-introspection-debuggingaffaan-m/eccStructured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.5.7Kskills.sh installs
2wondelai avatarddia-systemswondelai/skillsDesign data systems by understanding storage engines, replication, partitioning, transactions, and consistency models. Use when the user mentions "database choi5.7Kskills.sh installs
3aws avataramazon-aurora-mysqlaws/agent-toolkit-for-awsAmazon Aurora MySQL — creates, modifies, and advises on Aurora MySQL clusters specifically (MySQL-compatible engine, Aurora serverless, parallel query). Trigger5.7Kskills.sh installs
4jeffallan avatartest-masterjeffallan/claude-skillsGenerates test files, creates mocking strategies, analyzes code coverage, designs test architectures, and produces test plans and defect reports across function5.7Kskills.sh installs
5affaan-m avatarwindows-desktop-e2eaffaan-m/eccE2E testing for Windows native desktop apps (WPF, WinForms, Win32/MFC, Qt) using pywinauto and Windows UI Automation.5.7Kskills.sh installs
6wondelai avatarpredictable-revenuewondelai/skillsBuild a scalable outbound B2B sales machine with specialized roles (SDR, AE, CSM). Use when the user mentions "outbound sales", "Cold Calling 2.0", "cold email 5.6Kskills.sh installs