Agent
adk-python
* **`Agent`**: The core intelligent unit. Can be `LlmAgent` (LLM-driven) or `BaseAgent` (custom/workflow). * **`Tool`**: Callable function providing external…
@googleView AgentDevelopment
Agent
adk-docs
ADK projects only. Fetch these for detail beyond the skill.
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 projects only. Fetch these for detail beyond the skill.
Agent definition
adk-docs.mdADK observability docs
ADK projects only. Fetch these for detail beyond the skill.
| Topic | URL | |-------|-----| | Observability overview | `https://adk.dev/observability/index.md` | | Agent activity logging | `https://adk.dev/observability/logging/index.md` | | Cloud Trace integration | `https://adk.dev/integrations/cloud-trace/index.md` | | BigQuery Agent Analytics | `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
13d ago
Last commit
5mo ago
Created
Repo: google/agents-cli
Other agents on google-agents-cli.
@googleView AgentAgent
adk-workflows
Requires `google-adk >= 2.0.0`. Python only. Requires **Python >= 3.11**. The `Workflow` class itself does not support Live Streaming (`Runner.run_live`) — the…
@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 AgentAgent
batch-inference
Invoke your agent as a BigQuery Remote Function for batch inference over table rows. This requires a custom `POST /` endpoint since BQ cannot use URL paths.
@googleView AgentAgent
cicd-pipeline
**Best for:** Production applications, teams requiring staging → production promotion.
@googleView Agent