Skip to content
Wovyr

Agent Framework Index

Document ID: AGENT-INDEX-001
File Path: docs/04-agent-framework/index.md
Version: 1.0.0
Status: Active
Owner: AI Platform Team
Last Updated: 2026-06-26

1. Purpose

Section titled “1. Purpose”

This document serves as the central navigation and architecture index for the entire Agent Framework in the Wovyr AI Platform.

It defines:

  • Component relationships
  • Execution flow overview
  • Dependency structure
  • System boundaries
  • Layered architecture model

2. Agent Framework Overview

Section titled “2. Agent Framework Overview”

The Agent Framework is composed of the following core subsystems:

Agent Framework
│
├── Agent Definition
├── Agent Runtime Protocol
├── Planning Engine
├── Tool Framework
├── Memory System
├── Context Manager
├── Provider SDK
├── Policy Engine
└── Multi-Agent Coordination

Each subsystem is independently deployable but tightly integrated at runtime.

3. High-Level Architecture

Section titled “3. High-Level Architecture”
                        Workflow Engine
                               │
                               ▼
                        Agent Runtime
                               │
        ┌──────────────────────┼──────────────────────┐
        ▼                      ▼                      ▼
   Planning Engine      Context Manager        Policy Engine
        │                      │                      │
        └──────────────┬───────┼──────────────┬──────┘
                       ▼       ▼              ▼
                 Tool Framework  Memory   Provider SDK
                               │
                               ▼
                  Multi-Agent Coordination Layer

4. Execution Lifecycle Summary

Section titled “4. Execution Lifecycle Summary”
Goal Received
    ↓
Agent Selected
    ↓
Plan Created
    ↓
Context Built
    ↓
Policy Validated
    ↓
Tools Executed
    ↓
LLM Invoked
    ↓
Memory Updated
    ↓
Response Returned

5. Document Map

Section titled “5. Document Map”

5.1 Core Execution Layer

Section titled “5.1 Core Execution Layer”
DocumentResponsibility
agent-runtime-protocol.mdExecution contract
agent-definition.mdAgent structure
planning-engine.mdTask planning
context-manager.mdPrompt construction

5.2 Capability Layer

Section titled “5.2 Capability Layer”
DocumentResponsibility
tool-framework.mdTool execution system
provider-sdk.mdLLM abstraction
memory-system.mdPersistent memory

5.3 Governance Layer

Section titled “5.3 Governance Layer”
DocumentResponsibility
policy-engine.mdSecurity & compliance
multi-agent-coordination.mdAgent collaboration

6. Dependency Graph

Section titled “6. Dependency Graph”
Agent Definition
      │
      ▼
Planning Engine ───────► Context Manager
      │                       │
      ▼                       ▼
Tool Framework         Memory System
      │                       │
      └──────────┬────────────┘
                 ▼
          Provider SDK
                 │
                 ▼
        Agent Runtime Protocol
                 │
                 ▼
   Multi-Agent Coordination
                 │
                 ▼
           Policy Engine

7. Data Flow Model

Section titled “7. Data Flow Model”
User Input
    │
    ▼
Agent Definition
    │
    ▼
Planning Engine
    │
    ▼
Context Manager
    │
    ▼
Policy Engine
    │
    ▼
Tool + Memory + Provider
    │
    ▼
Multi-Agent Coordination
    │
    ▼
Output Response

8. System Boundaries

Section titled “8. System Boundaries”

8.1 Internal Systems

Section titled “8.1 Internal Systems”
  • Agent Runtime
  • Planning Engine
  • Memory System
  • Tool Framework
  • Provider SDK

8.2 External Interfaces

Section titled “8.2 External Interfaces”
  • Workflow Engine
  • External APIs
  • LLM Providers
  • Databases
  • Human Approvals

9. Layered Architecture Model

Section titled “9. Layered Architecture Model”
L1: Agent Definition Layer
L2: Planning & Context Layer
L3: Execution Layer (Tools + Providers)
L4: Memory Layer
L5: Coordination Layer
L6: Policy & Governance Layer

Each layer enforces constraints on the layer below it.

10. Key Design Principles

Section titled “10. Key Design Principles”
  • Strict separation of concerns
  • Deterministic execution flow
  • Event-driven architecture
  • Stateless agents with externalized memory
  • Policy-first execution model
  • Fully observable system

11. Runtime Summary

Section titled “11. Runtime Summary”

At runtime, the system behaves as:

Planner → Context Builder → Policy Engine → Tool/LLM → Memory → Coordination → Response

This is the core execution loop of the entire platform.

12. Extension Points

Section titled “12. Extension Points”

The framework supports extension at:

  • Tool SDK level
  • Provider SDK level
  • Memory backend level
  • Planner strategy level
  • Policy definitions
  • Agent types
  • Coordination models

13. Scalability Model

Section titled “13. Scalability Model”

The system is designed for:

  • Horizontal scaling of agents
  • Distributed tool execution
  • Multi-region memory storage
  • Provider failover routing
  • Event-driven coordination clusters

14. Observability Overview

Section titled “14. Observability Overview”

All subsystems emit:

  • Logs
  • Metrics
  • Traces
  • Events

Unified via OpenTelemetry-compatible pipelines.

15. Security Model Overview

Section titled “15. Security Model Overview”

Security is enforced at every layer:

  • Policy Engine (global enforcement)
  • Tool sandbox isolation
  • Memory access control
  • Provider request filtering
  • Agent capability restrictions

16. Next-Level Enhancements

Section titled “16. Next-Level Enhancements”

Planned evolution of the framework:

  • Fully autonomous agent swarms
  • Self-optimizing planners
  • AI-generated tools
  • Cross-agent memory fusion
  • Distributed reasoning graphs
  • Cost-aware execution routing

17. Revision History

Section titled “17. Revision History”
VersionDateDescription
1.0.02026-06-26Initial Agent Framework Index