adk-python

## Project Overview

The Agent Development Kit (ADK) is an open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents.

### Key Components

- **Agent**: Blueprint defining identity, instructions, and tools.
- **Runner**: Stateless execution engine that orchestrates agent execution.
- **Tool**: Functions/capabilities agents can call.
- **Session**: Conversation state management.
- **Memory**: Long-term recall across sessions.
- **Workflow** (ADK 2.0): Graph-based orchestration of complex, multi-step agent interactions.
- **BaseNode** (ADK 2.0): Contract for all nodes, supporting output streaming and human-in-the-loop steps.
- **Context** (ADK 2.0): Holds execution state and telemetry context mapped 1:1 to nodes.

For details on how the Runner works and the invocation lifecycle, please refer to the `adk-architecture` skill and the referenced documentation therein.

## ADK Knowledge, Architecture, and Style

Skills related to ADK development are in `.agents/skills/`.

## Project Architecture

For detailed architecture patterns, component descriptions, and core interfaces, please refer to the **`adk-architecture`** skill at `.agents/skills/adk-architecture/SKILL.md`.

## Development Setup

The project uses `uv` for package management and Python 3.10+. Please refer to the **`adk-setup`** skill at `.agents/skills/adk-setup/SKILL.md` for detailed instructions.