type Agent interface {
    Type() AgentType
    Name() string
    RequiredDocuments() []model.DocumentType
    OptionalDocuments() []model.DocumentType
    Dependencies() []AgentType
    Analyze(ctx context.Context, input *AnalysisInput) (*model.AnalysisResult, error)
    CanProceed(docs []*model.Document) (bool, []model.DocumentType)
}

const (
    AgentTypeIncome     AgentType = "income"
    AgentTypeAssets     AgentType = "assets"
    AgentTypeCredit     AgentType = "credit"
    AgentTypeCollateral AgentType = "collateral"
)

mkdir -p internal/agent/<agentname>

package <agentname>

import (
    "context"
    "encoding/json"
    "fmt"
    "strings"
    "time"

    "github.com/nimag/fast/internal/agent"
    "github.com/nimag/fast/internal/gemini"
    "github.com/nimag/fast/internal/guidelines"
    "github.com/nimag/fast/internal/model"
)

type Agent struct {
    gemini     *gemini.Client
    guidelines string
}

type Config struct {
    GuidelinesPath string
}

func New(geminiClient *gemini.Client) *Agent {
    return &Agent{gemini: geminiClient}
}

func NewWithConfig(geminiClient *gemini.Client, cfg Config) *Agent {
    a := &Agent{gemini: geminiClient}

    if cfg.GuidelinesPath != "" {
        loader := guidelines.NewLoader(cfg.GuidelinesPath)
        // Load appropriate section: "assets", "credit", or "collateral"
        if content, err := loader.LoadSection("<section>"); err == nil {
            a.guidelines = content
        }
    }
    return a
}

func (a *Agent) Type() agent.AgentType {
    return agent.AgentType<Name>
}

func (a *Agent) Name() string {
    return "<Name> Verification Agent"
}

func (a *Agent) RequiredDocuments() []model.DocumentType {
    return []model.DocumentType{
        // Add required document types
    }
}

func (a *Agent) OptionalDocuments() []model.DocumentType {
    return []model.DocumentType{
        // Add optional document types
    }
}

func (a *Agent) Dependencies() []agent.AgentType {
    return nil // Or list dependent agents
}

func (a *Agent) CanProceed(docs []*model.Document) (bool, []model.DocumentType) {
    required := a.RequiredDocuments()
    // Check if required docs are present
    // Return (true, nil) if can proceed
    // Return (false, missingTypes) if cannot
}

func (a *Agent) Analyze(ctx context.Context, input *agent.AnalysisInput) (*model.AnalysisResult, error) {
    // 1. Filter documents for this agent
    // 2. Build prompts
    // 3. Call Gemini
    // 4. Parse response
    // 5. Return AnalysisResult
}

Required: DocTypeBankStatement
Optional: DocTypeAssetStatement, DocTypeRetirementStmt, DocTypeGiftLetter

Required: DocTypeCreditReport
Optional: DocTypeDebtPayoff

Required: DocTypeAppraisal
Optional: DocTypePurchaseContract, DocTypeTitleReport, DocTypePropertyInsurance

// Load the correct section for your agent
loader.LoadSection("assets")     // For assets agent
loader.LoadSection("credit")     // For credit agent
loader.LoadSection("collateral") // For collateral agent

**📋 GUIDELINE: [Section ID] - [Title]**
Status: ✅ COMPLIANT | ⚠️ ISSUE | ❌ NON-COMPLIANT

**🔍 CROSS-CHECK: [Doc1] vs [Doc2]**
Result: MATCH | MISMATCH

**🧮 INCOME CALCULATION**
Base annual salary: $X,XXX.XX
Total qualifying monthly income: $X,XXX.XX

**✅ FINAL DETERMINATION**
Status: APPROVED | DENIED | NEEDS REVIEW

func (a *Agent) buildSystemPrompt() string {
    // Load guidelines - they contain the analysis instructions
    // Don't duplicate guideline content in the prompt
    if a.guidelines != "" {
        return "## Fannie Mae Guidelines\n\n" + a.guidelines
    }
    return ""
}

type analysisResponse struct {
    Status           string    `json:"status"`
    Confidence       float64   `json:"confidence"`
    Summary          string    `json:"summary"`
    Findings         []finding `json:"findings"`
    Risks            []risk    `json:"risks"`
    MissingDocuments []string  `json:"missing_documents"`
}

import "<agentname>" // Add import

// Create agent
newAgent := <agentname>.NewWithConfig(geminiClient, <agentname>.Config{
    GuidelinesPath: *guidelinesDir,
})

// Add to agents slice
agents := []agent.Agent{incomeAgent, newAgent}