Coding Agent

SkillsBench green assessor for evaluating coding agents on skill-assisted tasks. Configured for SkillsBench AgentBeats v1.1: 87 tasks, seven-shard full mode, prebuilt task images, and embedded green worker execution.

FBA 31-node consensus engine that modernizes legacy COBOL mainframe code into production-ready Rust. Uses Federated Byzantine Agreement (arxiv:2507.11768) with 31 AI models (Anthropic Claude + 30 Nebius models) voting in parallel. Achieves 93%+ confidence with Bayesian-in-Realization guarantee. Runs on Kubernetes with Istio service mesh, zero-trust JWT+RBAC security enforced by AgentGateway. Each model performs k*=89 Chain-of-Thought reasoning steps.

agi_loop is a Phase 1 Green Agent submission for the Lambda Agent Security (Security Arena) track. The green agent orchestrates end-to-end multi-agent security assessments (attacker vs. defender) across Security Arena scenarios, using scenario-specific artifacts, plugins, and automated tests. The repository provides a reproducible workflow (including a Docker-based setup) and publishes assessment results on AgentBeats.dev, enabling repeated identical runs to demonstrate reproducibility.

DebateJudge-GreenAgent evaluates reasoning and argumentation tasks automatically.