google avatar

Google Agents Cli Workflow

This is the main orchestration skill for building agents with Google's Agent Development Kit. It maps out the full lifecycle: scaffold, code, evaluate, deploy, publish, and observe. The skill enforces a "stop and scaffold first" rule to avoid missing boilerplate, then routes you to phase-specific skills for ADK coding patterns, eval loops, and deployment targets like Agent Runtime or Cloud Run. It includes a reference table of sample agents you can clone and study before building, plus product name mappings since Google rebranded Vertex AI to Gemini Enterprise Agent Platform. If you're building an ADK agent from scratch or enhancing existing code, start here. It will keep you from skipping steps that break later.

skills.sh installs
558.9K
GitHub stars
6.3K
last updated
Aug 21, 2026

Install

$ npx -y skills add google/agents-cli --skill google-agents-cli-workflow --agent claude-code

Installs into .claude/skills of the current project.

Files

Agent Development Workflow & Guidelines

agents-cli is a CLI and skills toolkit for building, evaluating, and deploying agents on Google Cloud. It works with any coding agent — Antigravity CLI, Claude Code, Codex, or others — and with the agent framework of your choice (the Agent Development Kit (ADK) by default). Install with uvx google-agents-cli setup.

Before writing agent code, make sure a scaffolded project exists (see Phase 2). Skipping scaffolding loses eval boilerplate, CI/CD config, and project conventions.

Requires: google-agents-cli = 1.14.0 If version is behind, run: uv tool install "google-agents-cli=1.14.0"

Check version: agents-cli info Install uv first if needed.

Session Continuity & Skill Cross-References

Re-read the relevant skill before each phase — not after you've already started and hit a problem. Context compaction may have dropped earlier skill content. If skills are not available, run uvx google-agents-cli setup to install them.

Sponsors

Details

Repository
github.com/google/agents-cli
Categories
Testing & QA, DevOps & CI/CD, AI & Agent Building, Release Management, Debugging, Automation & Workflows, CLI & Terminal
First seen
May 16, 2026

More from google/agents-cli

All 7
1xixu-me avatartzstxixu-me/skillsUse when the user needs to create, extract, flatten, list, test, install, script, or troubleshoot `tzst` CLI workflows for `.tzst` or `.tar.zst` archives, inclu517Kskills.sh installs
2lllllllama avatarminimal-run-and-auditlllllllama/rigorpilot-skillsRigor Run skill for README-first deep learning repo reproduction. Use when the task is specifically to capture or normalize evidence from the selected smoke tes492.4Kskills.sh installs
3inference-sh avatarpython-executorinference-sh/skillsExecute Python code in a safe sandboxed environment via [inference.sh](https://inference.sh). Pre-installed: NumPy, Pandas, Matplotlib, requests, BeautifulSoup,212.2Kskills.sh installs
4emilkowalski avatarwrite-swiftemilkowalski/skillsHow to write modern Swift well — modeling with value types, Swift 6 data-race safety and approachable concurrency (@concurrent, main-actor-by-default, actors, t150.7Kskills.sh installs
5coreyhaines31 avatarad-creativecoreyhaines31/marketingskillsWhen the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad variations — for any paid advertising platfor143.9Kskills.sh installs
6antibrow avatarbrowser-mcp-agentantibrow/anti-detect-browser-skillsGive an AI agent its own real browser over MCP tool calls - launch, navigate, click, fill, screenshot, extract text, run JS - with a kernel-level real-device fi123.9Kskills.sh installs