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@@ -16,12 +16,14 @@ The Multi-Agent Review Tool leverages a distributed, specialized agent network t
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## Tool Arguments and Configuration
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### Input Parameters
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- `$ARGUMENTS`: Target code/project for review
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- Supports: File paths, Git repositories, code snippets
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- Handles multiple input formats
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- Enables context extraction and agent routing
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### Agent Types
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1. Code Quality Reviewers
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2. Security Auditors
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3. Architecture Specialists
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@@ -32,6 +34,7 @@ The Multi-Agent Review Tool leverages a distributed, specialized agent network t
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## Multi-Agent Coordination Strategy
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### 1. Agent Selection and Routing Logic
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- **Dynamic Agent Matching**:
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- Analyze input characteristics
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- Select most appropriate agent types
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@@ -51,11 +54,13 @@ The Multi-Agent Review Tool leverages a distributed, specialized agent network t
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```
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### 2. Context Management and State Passing
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- **Contextual Intelligence**:
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- Maintain shared context across agent interactions
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- Pass refined insights between agents
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- Support incremental review refinement
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- **Context Propagation Model**:
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```python
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class ReviewContext:
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def __init__(self, target, metadata):
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@@ -68,11 +73,13 @@ The Multi-Agent Review Tool leverages a distributed, specialized agent network t
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```
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### 3. Parallel vs Sequential Execution
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- **Hybrid Execution Strategy**:
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- Parallel execution for independent reviews
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- Sequential processing for dependent insights
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- Intelligent timeout and fallback mechanisms
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- **Execution Flow**:
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```python
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def execute_review(review_context):
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# Parallel independent agents
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@@ -89,6 +96,7 @@ The Multi-Agent Review Tool leverages a distributed, specialized agent network t
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```
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### 4. Result Aggregation and Synthesis
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- **Intelligent Consolidation**:
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- Merge insights from multiple agents
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- Resolve conflicting recommendations
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@@ -106,6 +114,7 @@ The Multi-Agent Review Tool leverages a distributed, specialized agent network t
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```
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### 5. Conflict Resolution Mechanism
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- **Smart Conflict Handling**:
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- Detect contradictory agent recommendations
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- Apply weighted scoring
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@@ -118,6 +127,7 @@ The Multi-Agent Review Tool leverages a distributed, specialized agent network t
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```
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### 6. Performance Optimization
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- **Efficiency Techniques**:
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- Minimal redundant processing
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- Cached intermediate results
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@@ -129,6 +139,7 @@ The Multi-Agent Review Tool leverages a distributed, specialized agent network t
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```
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### 7. Quality Validation Framework
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- **Comprehensive Validation**:
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- Cross-agent result verification
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- Statistical confidence scoring
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@@ -143,6 +154,7 @@ The Multi-Agent Review Tool leverages a distributed, specialized agent network t
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## Example Implementations
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### 1. Parallel Code Review Scenario
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```python
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multi_agent_review(
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target="/path/to/project",
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@@ -155,6 +167,7 @@ multi_agent_review(
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```
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### 2. Sequential Workflow
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```python
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sequential_review_workflow = [
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{"phase": "design-review", "agent": "architect-reviewer"},
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@@ -165,6 +178,7 @@ sequential_review_workflow = [
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```
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### 3. Hybrid Orchestration
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```python
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hybrid_review_strategy = {
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"parallel_agents": ["security", "performance"],
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@@ -191,4 +205,4 @@ The tool is designed with a plugin-based architecture, allowing easy addition of
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## Invocation
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Target for review: $ARGUMENTS
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Target for review: $ARGUMENTS
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