Agent
adk-go-workflows
Requires `google.golang.org/adk/v2 >= v2.0.0`, which is where the `workflow` package and `agent/workflowagent` first ship.
@googleView AgentDevelopment
Agent
bigquery-agent-analytics
**ADK Python projects only. Opt-in.** Enable with `--bq-analytics` at scaffold time, or add manually to `app/agent.py`.
Install
$ npx -y skills add google/agents-cli --agent claude-codeHow it fires
How this agent gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
Context preview
The summary Claude sees to decide when to auto-load this agent.
**ADK Python projects only. Opt-in.** Enable with `--bq-analytics` at scaffold time, or add manually to `app/agent.py`.
Agent definition
bigquery-agent-analytics.mdBigQuery Agent Analytics Plugin
> **ADK Python projects only. Opt-in.** Enable with `--bq-analytics` at scaffold time, or add manually to `app/agent.py`.
An optional ADK plugin that logs structured agent events directly to BigQuery via the Storage Write API. Enables:
- **Conversational analytics** — session flows, user interaction patterns
- **LLM-as-judge evals** — structured data for evaluation pipelines
- **Custom dashboards** — Looker Studio integration
- **Tool provenance tracking** — LOCAL, MCP, SUB_AGENT, A2A, TRANSFER_AGENT
Enabling
| Method | How | |--------|-----| | **At scaffold time** | `agents-cli scaffold create <project-name> --bq-analytics` | | **Post-scaffold** | Add the plugin manually to `app/agent.py` (see [ADK docs](https://adk.dev/integrations/bigquery-agent-analytics/index.md)) |
Infrastructure (BigQuery dataset, GCS offloading) is provisioned automatically by Terraform when enabled at scaffold time.
Key Features
- Auto-schema upgrade (new fields added without migration)
- GCS offloading for multimodal content (images, audio)
- Distributed tracing via OpenTelemetry span context
- SQL-queryable event log for all agent interactions
For full schema, SQL query examples, and Looker Studio setup, fetch `https://adk.dev/integrations/bigquery-agent-analytics/index.md`.
Ships withgoogle-agents-cli
The CLI and skills that turn any coding assistant into an expert at creating, evaluating, and deploying AI agents on Google Cloud.
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Python
Language
Apache-2.0
License
1d ago
Last commit
5mo ago
Created
Repo: google/agents-cli
Other agents on google-agents-cli.
@googleView AgentAgent
adk-go
Reflects `google.golang.org/adk/v2 v2.1.0`, the version the `adk_go` template pins. If a symbol here is missing, check your `go.mod` before assuming the page…
@googleView AgentAgent
adk-python-workflows
Requires `google-adk >= 2.0.0`. This page documents the Python graph API; ADK Go has its own — see `references/adk-go-workflows.md`. Requires **Python >=…
@googleView AgentAgent
adk-python
* **`Agent`**: The core intelligent unit. Can be `LlmAgent` (LLM-driven) or `BaseAgent` (custom/workflow). * **`Tool`**: Callable function providing external…
@googleView AgentAgent
samples
Recipes live in [google/adk-samples](https://github.com/google/adk-samples). **`core/python/`** is the curated tier — canonical ADK patterns maintained by the…
@googleView AgentAgent
agent-runtime
**Assumes `/google-agents-cli-scaffold` scaffolding.** If your project isn't scaffolded yet, see `/google-agents-cli-scaffold` first.
@googleView Agent