Files
tatlock/src/core/household_registry.py
T
jpmschweitzerandClaude Sonnet 4.5 6eed5f4d13 feat: implement Phase 2 two-tier architecture with Steward
Add comprehensive two-tier architecture where Steward analyzes requests
and Tatlock executes with scoped tools. Includes full infrastructure for
request preprocessing, tool tracking, benchmarking, and streaming.

**Added:**
- Steward agent for request analysis and capability recommendation
- Household Registry for centralized capability management
- Request preprocessing pipeline (Steward → Tatlock flow)
- Tool usage tracking and benchmarking system
- Streaming transparency (Steward reasoning visible in streams)
- Structured logging with operation timing
- Redis benchmark storage with 30-day expiry
- Benchmark analysis CLI tools

**Infrastructure:**
- src/agents/steward/ - Steward agent implementation
- src/agents/tatlock_core/ - Tatlock capability domain
- src/core/preprocessing.py - Request preprocessing pipeline
- src/core/tool_tracking.py - Tool call tracking
- src/core/benchmarks.py - Benchmark recording system
- src/core/household_registry.py - Capability registry
- src/core/startup.py - Application startup coordination
- src/core/logging_config.py - Structured logging setup

**Integration:**
- Responses API uses Steward for Tatlock requests
- Chat Completions wraps Responses API for OpenAI compatibility
- Streaming coordinator supports Steward + Tatlock flow
- Tool scoping per request based on Steward recommendations

**Testing:**
- Integration tests for Steward-Tatlock flow
- Benchmark and registry unit tests
- Steward streaming tests

See PHASE2_PLAN.md and PHASE2_COMPLETE.md for detailed documentation.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
2025-12-07 15:39:20 +01:00

269 lines
8.0 KiB
Python

"""
Household registry for managing agent capabilities and toolsets.
Provides centralized registry of household members (agents) with their
capabilities and tools. Supports two-tier abstraction: executive summaries
for coordination and full toolsets for execution.
"""
from typing import Any, Optional
from pydantic import BaseModel, ConfigDict
from pydantic_ai import Agent
from .logging_config import get_logger
logger = get_logger(__name__)
class HouseholdCapability(BaseModel):
"""
Executive summary of a household member's capabilities.
This is what the Steward and Butler see for coordination.
High-level description without implementation details.
"""
name: str # Unique identifier: "tatlock_core", "librarian", "developer"
role: str # Display name: "Butler's Core Tools", "The Librarian"
category: str # "core", "research", "technical", "automation"
description: str # One-sentence description of capabilities
domains: list[str] # Capability domains: ["computation", "information", "datetime"]
cost: str # "low", "medium", "high" - resource cost estimate
requires_network: bool # Whether network access is needed
class HouseholdMember(BaseModel):
"""
Full specification of a household member.
Contains both the executive summary (for coordination) and
implementation details (tools/agent).
"""
model_config = ConfigDict(arbitrary_types_allowed=True)
capability: HouseholdCapability
tools: list[Any] # PydanticAI tool definitions (any type since Tool is a dataclass)
agent: Optional[Any] = None # For expert agents (Phase 4)
class HouseholdRegistry:
"""
Registry of household capabilities and implementations.
Manages household members and their tools. Provides:
1. Executive summaries for Steward/Butler coordination
2. Full toolsets for scoped execution
3. Agent delegation (Phase 4)
"""
def __init__(self):
"""Initialize empty registry."""
self._members: dict[str, HouseholdMember] = {}
logger.info("household_registry_initialized")
def register(
self,
name: str,
capability: HouseholdCapability,
tools: list[Any],
agent: Optional[Any] = None,
) -> None:
"""
Register a household member.
Args:
name: Unique identifier (must match capability.name)
capability: Executive summary
tools: PydanticAI tool definitions
agent: Optional expert agent for delegation
Raises:
ValueError: If name doesn't match capability.name
Example:
>>> registry.register(
... name="tatlock_core",
... capability=HouseholdCapability(
... name="tatlock_core",
... role="Butler's Core Tools",
... category="core",
... description="Basic computation, time, and information tools",
... domains=["computation", "datetime", "information"],
... cost="low",
... requires_network=True,
... ),
... tools=[calculator_tool, datetime_tool, search_tool],
... )
"""
if name != capability.name:
raise ValueError(
f"Name mismatch: '{name}' != '{capability.name}'"
)
self._members[name] = HouseholdMember(
capability=capability,
tools=tools,
agent=agent,
)
logger.info(
"household_member_registered",
name=name,
role=capability.role,
domains=capability.domains,
tool_count=len(tools),
has_agent=agent is not None,
)
def unregister(self, name: str) -> None:
"""
Unregister a household member.
Args:
name: Member name to remove
Example:
>>> registry.unregister("tatlock_core")
"""
if name in self._members:
member = self._members.pop(name)
logger.info(
"household_member_unregistered",
name=name,
role=member.capability.role,
)
def get_member(self, name: str) -> Optional[HouseholdMember]:
"""
Get full household member specification.
Args:
name: Member name
Returns:
HouseholdMember if found, None otherwise
"""
return self._members.get(name)
def get_all_capabilities(self) -> list[HouseholdCapability]:
"""
Get executive summaries of all household members.
This is what the Steward sees when analyzing requests.
Returns high-level capabilities without implementation details.
Returns:
List of capability summaries
Example:
>>> capabilities = registry.get_all_capabilities()
>>> for cap in capabilities:
... print(f"{cap.role}: {cap.description}")
"""
return [member.capability for member in self._members.values()]
def get_scoped_tools(self, names: list[str]) -> list[Any]:
"""
Get combined tools from specified household members.
Creates a scoped toolset containing only tools from
the requested members. Used to give Tatlock only the
tools recommended by the Steward.
Args:
names: List of member names to include
Returns:
Combined list of tool definitions
Example:
>>> # Steward recommends only tatlock_core
>>> tools = registry.get_scoped_tools(["tatlock_core"])
>>> # Tatlock now has only core tools, not all household tools
"""
tools = []
for name in names:
member = self._members.get(name)
if member:
tools.extend(member.tools)
else:
logger.warning(
"household_member_not_found",
requested_name=name,
available_names=list(self._members.keys()),
)
logger.debug(
"scoped_tools_created",
requested_members=names,
total_tools=len(tools),
)
return tools
def list_members(self) -> list[str]:
"""
List all registered member names.
Returns:
List of member names
"""
return list(self._members.keys())
def get_members_by_domain(self, domain: str) -> list[HouseholdCapability]:
"""
Get capabilities that support a specific domain.
Args:
domain: Domain to filter by (e.g., "computation", "research")
Returns:
List of capabilities supporting the domain
Example:
>>> # Find all members that can do research
>>> research_caps = registry.get_members_by_domain("research")
"""
return [
member.capability
for member in self._members.values()
if domain in member.capability.domains
]
def get_members_by_category(self, category: str) -> list[HouseholdCapability]:
"""
Get capabilities by category.
Args:
category: Category to filter by (e.g., "core", "research", "technical")
Returns:
List of capabilities in the category
"""
return [
member.capability
for member in self._members.values()
if member.capability.category == category
]
def __len__(self) -> int:
"""Get number of registered members."""
return len(self._members)
def __contains__(self, name: str) -> bool:
"""Check if member is registered."""
return name in self._members
# Global registry instance
household_registry = HouseholdRegistry()
def get_household_registry() -> HouseholdRegistry:
"""
Get global household registry instance.
Returns:
HouseholdRegistry instance
"""
return household_registry