Plano is an AI-native proxy server and data plane for agentic apps. Smart LLM routing, observability, agent orchestration, and guardrails so you stay focused on your agents core logic.
Plano is a proxy server and data plane that handles shared infrastructure for applications built with AI agents, including agent routing, orchestration, model selection, traces, metrics, and guardrails. Developers use it to connect agents and language models to production applications without embedding this middleware in each application. The catalogue entries provide skills and instructions for operating or developing with Plano.
This repository also configures its own agents. See what plano tells them →
Skill Claude CodeCodex
Design advanced Plano architectures. Use for multi-listener systems, prompt target schema quality, and layered orchestration patterns.
Skill Claude CodeCodex
Improve multi-agent orchestration in Plano. Use for agent registration, agent listener wiring, and capability-focused agent descriptions for accurate routing.
Skill Claude CodeCodex
Best practices for building agents and agentic applications with Plano, including configuration, routing, orchestration, guardrails, observability, and deployment.
Skill Claude CodeCodex
Apply Plano CLI best practices. Use for startup troubleshooting, cliagent workflows, and template-based project bootstrapping.
Skill Claude CodeCodex
Validate and fix Plano config fundamentals. Use for config versioning, listener types, provider registration, secrets handling, and startup validation failures.
Skill Claude CodeCodex
Apply Plano deployment and production security practices. Use for Docker networking, state storage choices, readiness checks, and environment-based secret handling.
Skill Claude CodeCodex
Harden Plano filter chains and guardrails. Use for MCP filter setup, prompt guard responses, and safe filter ordering.
Skill Claude CodeCodex
Improve Plano tracing and debugging workflows. Use for sampling strategy, span attributes, and trace query-based root-cause analysis.
Skill Claude CodeCodex
Optimize Plano model routing and selection. Use for provider defaults, model aliases, passthrough auth, and routing preference quality.
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: