Multi-agent research automation framework for LLM agents, with adversarial lab meetings, paper-review rounds, auditable Markdown workflows, an autonomous runtime watchdog, and a pixel-art web dashboard.

[ICML 2026] Meta Context Engineering via Agentic Skill Evolution

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai