katanemo/plano

plano-cli-operations

Apply Plano CLI best practices. Use for startup troubleshooting, cli_agent workflows, and template-based project bootstrapping.

原文语言：英语

plano-advanced-patterns

Design advanced Plano architectures. Use for multi-listener systems, prompt target schema quality, and layered orchestration patterns.

原文语言：英语

plano-agent-orchestration

Improve multi-agent orchestration in Plano. Use for agent registration, agent listener wiring, and capability-focused agent descriptions for accurate routing.

原文语言：英语

plano-agent-skills

Best practices for building agents and agentic applications with Plano, including configuration, routing, orchestration, guardrails, observability, and deployment.

原文语言：英语

plano-config-fundamentals

Validate and fix Plano config fundamentals. Use for config versioning, listener types, provider registration, secrets handling, and startup validation failures.

原文语言：英语

plano-deployment-security

Apply Plano deployment and production security practices. Use for Docker networking, state storage choices, readiness checks, and environment-based secret handling.

原文语言：英语

plano-filter-guardrails

Harden Plano filter chains and guardrails. Use for MCP filter setup, prompt guard responses, and safe filter ordering.

原文语言：英语

plano-observability-debugging

Improve Plano tracing and debugging workflows. Use for sampling strategy, span attributes, and trace query-based root-cause analysis.

原文语言：英语

plano-routing-model-selection

Optimize Plano model routing and selection. Use for provider defaults, model aliases, passthrough auth, and routing preference quality.

原文语言：英语

release

Bump the Plano version across all required files. Use when preparing a release.

原文语言：英语

build-brightstaff

Build the brightstaff native binary. Use when brightstaff code changes.

原文语言：英语

build-cli

Build and install the Python CLI (planoai). Use after making changes to cli/ code to install locally.

原文语言：英语

build-wasm

Build the WASM plugins for Envoy. Use when WASM plugin code changes.

原文语言：英语

check

Run Rust fmt, clippy, and unit tests. Use after making Rust code changes.

原文语言：英语

new-provider

Add a new LLM provider to hermesllm. Use when integrating a new AI provider.

原文语言：英语

pr

Create a feature branch and open a pull request for the current changes.

原文语言：英语

test-python

Run Python CLI tests. Use after making changes to cli/ code.

原文语言：英语