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release v0.1.2 at 2026-04-29 21:09:35 UTC
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README.md

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<div align="center">
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<img src="docs/src/assets/logo_sm.png" alt="agents-cli logo" width="120" />
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<img src="https://github.com/google/agents-cli/blob/main/docs/src/assets/logo_sm.png" alt="agents-cli logo" width="120" />
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<h1><code>agents-cli</code></h1>
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<p>The CLI and skills for building agents on Gemini Enterprise Agent Platform.</p>
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<a href="https://pypi.org/project/google-agents-cli/">PyPI</a> &nbsp;&nbsp;|&nbsp;&nbsp;
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<a href="https://github.com/google/agents-cli/issues">Issues</a> &nbsp;&nbsp;|&nbsp;&nbsp;
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<a href="https://google.github.io/agents-cli/">Docs</a> &nbsp;&nbsp;|&nbsp;&nbsp;
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<a href="https://github.com/google/agents-cli/blob/main/RELEASE_NOTES.md">Release Notes</a> &nbsp;&nbsp;|&nbsp;&nbsp;
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<a href="https://github.com/google/agents-cli/stargazers">Star us</a>
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</p>
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</div>
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The Google Cloud agent stack that `agents-cli` builds on:
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![Architecture](docs/src/assets/architecture.png "Architecture")
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![Architecture](https://github.com/google/agents-cli/blob/main/docs/src/assets/architecture.png "Architecture")
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## FAQ
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RELEASE_NOTES.md

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# Release Notes
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All notable changes to this project will be documented in this file.
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## [0.1.2] - 2026-04-29
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- Document & image fixes
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- Project metadata fixes
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- Preserve multi-hop traces in completions_view BigQuery SQL
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- Detect legacy ADK skills during setup
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- Save inline artifacts to .google-agents-cli/artifacts/
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- Fix some Windows shell interaction issues
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- Remove unprocessed pass-through args for `deploy`, updated skills and --help text
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- Fix agents-cli considering the user as authenticated when auth got stale
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- Auto stop local `run` server on error
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## [0.1.1] - 2026-04-22
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- Performance improvements, particularly for CLI startup time
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- Doc cleanups
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## [0.1.0] - 2026-04-21
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- Initial public release

docs/src/guide/deployment.md

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agents-cli deploy
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```
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The command reads your `deployment_target` from `pyproject.toml` and dispatches to the right flow.
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The command reads your `deployment_target` from `pyproject.toml` and dispatches to the right flow:
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| `deployment_target` | What happens |
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|----------------------|-----------------------------------------------|
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| `agent_runtime` | Agent Runtime deployment (fully managed) |
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| `cloud_run` | `gcloud beta run deploy` (container on Cloud Run) |
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| `gke` | Terraform + Docker build + `kubectl apply` |
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The deployment target is set when you create your project:
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```bash
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agents-cli create my-agent -d cloud_run # or agent_runtime, gke
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```
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To change the deployment target for an existing project, use `scaffold enhance`:
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```bash
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agents-cli scaffold enhance -d cloud_run
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```
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Run `agents-cli scaffold enhance --help` to see all available options.
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!!! tip
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To enable observability features (prompt-response logging, content logs), run `agents-cli infra single-project` after deploying. Terraform provisions the telemetry resources and updates your service to use them. See the [Observability Guide](observability/index.md) for details.
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### Agent Runtime
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*Selected with `agents-cli create my-agent -d agent_runtime` or `deployment_target = "agent_runtime"` in `pyproject.toml`.*
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Fully managed — no containers or infrastructure to manage:
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```bash
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### Cloud Run
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*Selected with `agents-cli create my-agent -d cloud_run` or `deployment_target = "cloud_run"` in `pyproject.toml`.*
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Builds a container from source and deploys as a Cloud Run service:
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```bash
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agents-cli deploy --project my-gcp-project --region us-east1
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```
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Override resource limits or pass extra `gcloud` flags:
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Override resource limits:
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```bash
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agents-cli deploy --memory 8Gi --port 8080
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agents-cli deploy -- --min-instances=1 --max-instances=10
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```
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Deploy a pre-built image instead of building from source:
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agents-cli deploy --image gcr.io/my-project/my-agent:v1
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```
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!!! tip
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If you need more advanced Cloud Run deployment features not exposed via `agents-cli` flags, use `--dry-run` (or `-n`) to print the full `gcloud` command. You can then copy it and add additional arguments as needed.
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### GKE
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*Selected with `agents-cli create my-agent -d gke` or `deployment_target = "gke"` in `pyproject.toml`.*
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Deploys to a GKE cluster using Terraform and kubectl:
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```bash

skills/google-agents-cli-adk-code/SKILL.md

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metadata:
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author: Google
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license: Apache-2.0
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version: 0.1.1
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version: 0.1.2
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requires:
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bins:
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skills/google-agents-cli-deploy/SKILL.md

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metadata:
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author: Google
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| `--dry-run` / `-n` | Print what would be executed without running it | All |
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| `--no-confirm-project` | Skip project confirmation prompt | All |
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Run `agents-cli deploy --help` for the full flag reference. Cloud Run also accepts extra `gcloud` flags after `--` (e.g., `-- --timeout=600`).
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Run `agents-cli deploy --help` for the full flag reference.
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> **Advanced Cloud Run Deploys:** If you need features not exposed via `agents-cli` flags, use `--dry-run` (or `-n`) to print the full `gcloud` command, copy it, and add additional arguments as needed.
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> **Project Confirmation:** If the project is resolved automatically (not passed via `--project`), the command will prompt for confirmation in interactive mode. Since agents typically run in non-interactive mode, you MUST pass `--no-confirm-project` to proceed if you are relying on automatic project resolution.
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skills/google-agents-cli-eval/SKILL.md

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metadata:
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version: 0.1.2
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skills/google-agents-cli-observability/SKILL.md

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skills/google-agents-cli-publish/SKILL.md

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skills/google-agents-cli-scaffold/SKILL.md

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metadata:
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skills/google-agents-cli-workflow/SKILL.md

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**agents-cli** is a CLI and skills toolkit for building, evaluating, and deploying agents on Google Cloud using the [Agent Development Kit (ADK)](https://adk.dev/). It works with any coding agent — Gemini CLI, Claude Code, Codex, or others. Install with `uvx google-agents-cli setup`.
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> Requires: google-agents-cli ~= 0.1.1
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> If version is behind, run: uv tool install "google-agents-cli~=0.1.1"
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> Requires: google-agents-cli ~= 0.1.2
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> If version is behind, run: uv tool install "google-agents-cli~=0.1.2"
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> Check version: agents-cli info
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> [Install uv](https://docs.astral.sh/uv/getting-started/installation/index.md) first if needed.
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