## Task-to-Agent Matching

### Task: [Task ID and Title]
**Type**: [Task Type]
**Domain**: [Domain]
**Complexity**: [Complexity]

### Task Requirements
- [Requirement 1]
- [Requirement 2]
- [Requirement 3]

### Agent Matches

#### 1. [Agent Name] - [Match Quality]
**Match Score**: [Excellent/Good/Fair/Poor]
**Capabilities**:
- [Capability 1]
- [Capability 2]

**Why This Match**:
[Explanation of why this agent matches]

**Gaps/Concerns**:
[Any gaps or concerns]

#### 2. [Agent Name] - [Match Quality]
[Similar format]

### Recommendation
**Best Match**: [Agent Name]
**Alternative**: [Alternative Agent] (if applicable)
**New Agent Needed**: [Yes/No]

**Rationale**: [Why this recommendation]

## Task-to-Agent Matching

### Task: TASK-010: Style the submit button
**Type**: Implementation (Design needed first)
**Domain**: Frontend
**Complexity**: Simple

### Task Requirements
- Create button styling
- Implement design specifications
- Ensure accessibility
- Add responsive design

### Agent Matches

#### 1. ui-ux-designer - Excellent Match
**Match Score**: Excellent
**Capabilities**:
- Creates design specifications
- Designs UI components
- Considers accessibility
- Plans responsive design

**Why This Match**:
This task needs design specifications first. ui-ux-designer specializes in creating design specs for components like buttons, including accessibility and responsive considerations.

**Gaps/Concerns**: None

#### 2. implementation-engineer - Good Match (after design)
**Match Score**: Good
**Capabilities**:
- Implements design specs
- Handles frontend implementation
- Ensures code quality

**Why This Match**:
After design is complete, implementation-engineer would implement the button styling according to design specs.

**Gaps/Concerns**: Requires design specs first

### Recommendation
**Best Match**: ui-ux-designer (for design), then implementation-engineer (for implementation)
**New Agent Needed**: No

**Rationale**: This task requires both design and implementation. ui-ux-designer should create design specs first, then implementation-engineer should implement them.

## Task-to-Agent Matching

### Task: TASK-015: Set up PostgreSQL database with user and task tables
**Type**: Infrastructure
**Domain**: Database
**Complexity**: Medium

### Task Requirements
- Set up PostgreSQL database
- Create database schema
- Create user and task tables
- Set up migrations
- Configure database connection

### Agent Matches

#### 1. infrastructure-engineer - Excellent Match
**Match Score**: Excellent
**Capabilities**:
- Handles infrastructure tasks
- Sets up databases
- Creates database schemas
- Handles deployment and configuration

**Why This Match**:
infrastructure-engineer specializes in infrastructure tasks including database setup, schema creation, and configuration.

**Gaps/Concerns**: None

#### 2. database-implementer (skill) - Good Match
**Match Score**: Good
**Capabilities**:
- Creates database schemas
- Handles migrations
- Creates data access layers

**Why This Match**:
The database-implementer skill provides database-specific capabilities, but would need to be used by an agent like infrastructure-engineer.

**Gaps/Concerns**: This is a skill, not an agent. Needs to be used by an agent.

### Recommendation
**Best Match**: infrastructure-engineer
**New Agent Needed**: No

**Rationale**: infrastructure-engineer is the best match for database infrastructure tasks. It can use the database-implementer skill for detailed database work.

## Task-to-Agent Matching

### Task: TASK-020: Create machine learning model for image classification
**Type**: Implementation
**Domain**: Machine Learning / AI
**Complexity**: High

### Task Requirements
- Design ML model architecture
- Train image classification model
- Evaluate model performance
- Deploy model

### Agent Matches

#### 1. implementation-engineer - Poor Match
**Match Score**: Poor
**Capabilities**:
- General code implementation
- API and backend work
- Standard software development

**Why This Match**:
Implementation-engineer handles general implementation but doesn't specialize in machine learning.

**Gaps/Concerns**:
- Lacks ML-specific knowledge
- No ML model training experience
- No ML deployment expertise

#### 2. No other existing agents match

### Recommendation
**Best Match**: None (new agent needed)
**New Agent Needed**: Yes

**Rationale**: This task requires specialized machine learning capabilities that no existing agent has. A new ML-engineer or data-scientist agent should be created to handle this task effectively.

## Multi-Task Agent Matching

### Tasks to Match
- TASK-001: [description]
- TASK-002: [description]
- TASK-003: [description]

### Task Assignments
- TASK-001 → [agent-name]
- TASK-002 → [agent-name]
- TASK-003 → [agent-name]

### Agent Workload
- [agent-name]: [number] tasks
- [agent-name]: [number] tasks

### Recommendations
[Overall recommendations and patterns]