Base agent class for all Beast Mode agents
Project description
Beast Agent
Base agent class for ALL Beast Mode agents
🎯 Purpose
The foundational base class (BaseAgent) that EVERY Beast Mode agent inherits from.
This package provides:
- ✅ Standardized agent lifecycle (startup, shutdown, health checks)
- ✅ Message handling via beast-mailbox-core integration
- ✅ Agent registration and discovery
- ✅ Capability declaration and management
- ✅ Optional logging/telemetry hooks
- ✅ Configuration management
Architectural Clarity:
beast-agent= Low-level base class (every agent IS-A beast-agent)beast-agentic-framework= High-level orchestration (multi-agent coordination)
🚀 Quick Start
Installation
pip install beast-agent
Configuration
Configure Redis connection via environment variables:
For authenticated clusters (recommended for production):
export REDIS_HOST="your-redis-host"
export REDIS_PORT="6379"
export REDIS_PASSWORD="your-password"
export REDIS_DB="0" # Optional, defaults to 0
For unauthenticated connections:
export REDIS_URL="redis://localhost:6379"
Or pass directly to constructor:
- None (default): Automatically reads
REDIS_HOST,REDIS_PORT,REDIS_PASSWORD,REDIS_DBfrom environment variables (supports authentication), or falls back toREDIS_URLif not set - String URL:
mailbox_url="redis://localhost:6379"(unauthenticated only) - MailboxConfig object: For explicit configuration (see Authentication section)
Create Your First Agent
from beast_agent import BaseAgent
from beast_agent.decorators import capability
class MyAgent(BaseAgent):
"""Simple agent with a single capability"""
def __init__(self):
super().__init__(
agent_id="my-agent",
capabilities=["process_data"]
)
@capability("process_data")
async def process_data(self, data: dict) -> dict:
"""Process data and return results"""
# Your agent logic here
return {"status": "processed", "result": data}
# Run the agent
async def main():
agent = MyAgent()
await agent.startup()
# Agent is now ready to handle messages
if __name__ == "__main__":
import asyncio
asyncio.run(main())
🔐 Connecting with Authentication
If your Redis cluster requires authentication, use MailboxConfig instead of a URL string:
from beast_agent import BaseAgent
from beast_mailbox_core import MailboxConfig
import os
class AuthenticatedAgent(BaseAgent):
"""Agent that connects to authenticated Redis cluster."""
def __init__(self):
# Create MailboxConfig with password
mailbox_config = MailboxConfig(
host=os.getenv("REDIS_HOST", "localhost"),
port=int(os.getenv("REDIS_PORT", "6379")),
password=os.getenv("REDIS_PASSWORD"), # Required for authenticated clusters
db=0
)
super().__init__(
agent_id="authenticated-agent",
capabilities=["example"],
mailbox_url=mailbox_config # Pass MailboxConfig object, not URL string
)
async def on_startup(self) -> None:
self._logger.info("Connected to authenticated cluster!")
async def on_shutdown(self) -> None:
self._logger.info("Disconnecting...")
Note: The mailbox_url parameter accepts:
- String URL:
"redis://localhost:6379"(for unauthenticated connections) - MailboxConfig object: For authenticated or advanced configurations (recommended for production)
- None (default): Automatically reads
REDIS_HOST,REDIS_PORT,REDIS_PASSWORD,REDIS_DBfrom environment variables (supports authentication), or falls back toREDIS_URLif not set
For production clusters with authentication, simply set REDIS_HOST, REDIS_PORT, REDIS_PASSWORD environment variables and use mailbox_url=None (the default).
See examples/authenticated_agent.py for a complete example.
🔍 Cluster Discovery
After your agent starts, it automatically registers on the cluster. Other agents can discover you, and you can discover them:
Discover All Agents
# After startup, discover all active agents on the cluster
await agent.startup()
# List all agent IDs
all_agents = await agent.discover_agents()
print(f"Found {len(all_agents)} agents: {all_agents}")
Get Agent Metadata
# Get metadata for a specific agent
agent_info = await agent.get_agent_info("other-agent-id")
if agent_info:
print(f"Agent ID: {agent_info['agent_id']}")
print(f"Capabilities: {agent_info['capabilities']}")
print(f"State: {agent_info['state']}")
print(f"Registered: {agent_info['registered_at']}")
Find Agents by Capability
# Find all agents that provide a specific capability
search_agents = await agent.find_agents_by_capability("search")
for agent_info in search_agents:
print(f"Found search agent: {agent_info['agent_id']}")
# Send message to discovered agent
await agent.send_message(
target=agent_info["agent_id"],
message_type="HELP_REQUEST",
content={"request": "I need help with search"}
)
Redis Keys Used
The cluster uses these Redis keys for discovery:
beast:agents:all- Set containing all active agent IDsbeast:agents:{agent_id}- Hash with agent metadata (expires after 60 seconds)
Complete Discovery Example
import asyncio
from beast_agent import BaseAgent
from beast_mailbox_core import MailboxConfig
class DiscoveryAgent(BaseAgent):
def __init__(self):
mailbox_config = MailboxConfig(
host="your-redis-host",
port=6379,
password="your-password",
db=0
)
super().__init__(
agent_id="discovery-agent",
capabilities=["discover", "communicate"],
mailbox_url=mailbox_config
)
async def on_startup(self) -> None:
self.register_handler("HELP_REQUEST", self.handle_help)
# Discover all agents on cluster
all_agents = await self.discover_agents()
self._logger.info(f"Found {len(all_agents)} agents: {all_agents}")
# Find agents with specific capability
helpers = await self.find_agents_by_capability("help")
for helper in helpers:
self._logger.info(f"Found helper: {helper['agent_id']}")
async def handle_help(self, content: dict) -> None:
sender = content.get("sender")
self._logger.info(f"Received help request from {sender}")
async def main():
agent = DiscoveryAgent()
await agent.startup()
# Keep running
await asyncio.sleep(3600)
await agent.shutdown()
if __name__ == "__main__":
asyncio.run(main())
📋 Agent Patterns
Per-Repo Agent Pattern
class RepoAgent(BaseAgent):
"""Agent that monitors a single repository"""
def __init__(self, repo_name: str):
super().__init__(
agent_id=f"repo-agent-{repo_name}",
capabilities=["code_review", "pr_validation", "security_scan"]
)
self.repo_name = repo_name
@capability("code_review")
async def review_code(self, pr_number: int) -> dict:
"""Review code in PR"""
# Review logic
return {"status": "reviewed", "pr": pr_number}
Per-Branch Agent Pattern
class BranchAgent(BaseAgent):
"""Agent specific to a branch"""
def __init__(self, repo_name: str, branch_name: str):
super().__init__(
agent_id=f"branch-agent-{repo_name}-{branch_name}",
capabilities=["deployment", "testing", "monitoring"]
)
self.repo = repo_name
self.branch = branch_name
@capability("deployment")
async def deploy(self, environment: str) -> dict:
"""Deploy branch to environment"""
# Deployment logic
return {"status": "deployed", "environment": environment}
🔧 Features
Agent Lifecycle
agent = MyAgent()
await agent.startup() # Initialize and register
# ... agent is running ...
await agent.shutdown() # Graceful cleanup
Message Handling
# Register handler for message type
agent.register_handler("TASK_REQUEST", handle_task_request)
# Send message to another agent
await agent.send_message(
target="other-agent-id",
message_type="HELP_REQUEST",
content={"task": "analyze_code"}
)
Health Checks
health = agent.health_check()
print(f"Healthy: {health.healthy}")
print(f"State: {health.state}")
📚 Documentation
- Agent Development Guide - How to create custom agents
- Deployment Patterns - Per-repo, per-branch, orchestration
- API Reference - Complete API documentation
- Examples - Example agent implementations
🧪 Testing
# Run all tests
pytest
# Run with coverage
pytest --cov=src/beast_agent --cov-report=html
# Run specific test
pytest tests/test_base_agent.py
# Run integration tests (requires Redis and beast-mailbox-core)
# Note: Integration tests are automatically skipped if dependencies unavailable
pytest tests/test_mailbox_integration.py
# Run all tests including integration (if Redis available)
pytest tests/
Integration Testing
Integration tests require:
- Redis: Running locally (via Docker) or in CI (via service containers)
- beast-mailbox-core: Installed as dependency
Local Testing:
- Redis Docker container is automatically managed via
conftest.pyfixtures - Tests gracefully skip if Redis/Docker unavailable
- Uses separate test database (db=15) to avoid conflicts
CI Testing:
- Redis service container automatically provided in GitHub Actions
- Integration tests run against real Redis in CI
🤝 Integration
Required Dependencies
beast-mailbox-core>= 0.3.0 - Messaging and discovery
Optional Dependencies
beast-observability- Enhanced telemetry- Any cloud platform (works with AWS, GCP, Azure, on-prem)
📦 Package Status
Tier: 1 (Foundation)
Phase: Development
Coverage: Target 90%+
Quality: Target zero defects
🔗 Related Packages
beast-mailbox-core- Redis-backed mailbox utilitiesbeast-agentic-framework- Multi-agent orchestrationbeast-observability- Unified telemetrybeast-redaction-client- Data classification
📄 License
MIT License - see LICENSE for details.
🙏 Acknowledgments
Part of the Beast Mode multi-agent framework ecosystem.
Built with ❤️ by the Beast Mode team
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