Skills reference

Skills are context files that agents-cli setup installs into coding agents (Antigravity CLI, Claude Code, Codex, Cursor and others). They provide domain-specific guidance for working with generated agent projects.

agents-cli setup      # Install all skills
agents-cli update     # Reinstall / update skills

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google-agents-cli-adk-code#

It provides a quick reference for agent types, tool definitions, orchestration patterns, callbacks, state management, the graph Workflow API, and reference recipes to study.

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google-agents-cli-deploy#

Covers deployment workflows, service accounts, rollback, and production infrastructure. Applies to any framework agents-cli deploys (ADK, LangChain, ...). Part of the agents-cli skills suite.

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google-agents-cli-eval#

Covers eval metrics, dataset schema, LLM-as-judge scoring, and common failure causes. Applies to any agents-cli project, whatever framework the agent is written in.

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google-agents-cli-observability#

Covers Cloud Trace, prompt-response logging, BigQuery Agent Analytics, third-party integrations (AgentOps, Phoenix, MLflow, etc.), and troubleshooting. Part of the agents-cli skills suite.

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google-agents-cli-publish#

Covers ADK vs A2A registration modes, programmatic and interactive usage, flag reference, auto-detection from deployment metadata, Agent Registry fleet management, and troubleshooting. Part of the agents-cli skills suite.

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google-agents-cli-scaffold#

Covers agents-cli scaffold create, scaffold enhance, and scaffold upgrade commands, template options, deployment targets, and the prototype-first workflow.

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google-agents-cli-workflow#

Always active — provides the full workflow (scaffold, build, evaluate, deploy, publish, observe), code preservation rules, model selection guidance, and troubleshooting steps for ADK or any agent development.

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