OpenAgentSkill Registry Manifest
Skill: BenchMARL
Slug: facebookresearch-benchmarl
Category: agent-frameworks
Description: BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL algorithms, tasks, and models while being systematically grounded in its two core tenets: reproducibility and standardization.

Agent fit:
- Decision: 86/100 Production-ready
- Primary fit: RAG and knowledge
- Role: Primary pick

Supply profile:
- Track: Coding and developer agents
- Scenario: GitHub automation
- Applicable agents: Claude Code, CLI, Codex, Cursor, Python
- Maintenance: 4mo since push
- Risk: Safe to try

Trust:
- Trust score: 85/100 Strong shortlist
- Audit: 82/100 Safe to try

Attribution:
- Status: Community indexed
- Source: GitHub star discovery
- Creator: facebookresearch
- Claim URL: https://www.openagentskill.com/skills/facebookresearch-benchmarl#claim-this-skill

Install:
npx skills add facebookresearch/BenchMARL

URLs:
- Web: https://www.openagentskill.com/skills/facebookresearch-benchmarl
- API: https://www.openagentskill.com/api/agent/skills/facebookresearch-benchmarl
- Install API: https://www.openagentskill.com/api/skills/facebookresearch-benchmarl/install
- Repository: https://github.com/facebookresearch/BenchMARL