use crate::error::Result;
use crate::universal_agent::adapters::{BaseAdapter, FrameworkAdapter};
use crate::universal_agent::types::*;
use crate::thinktool::{Protocol, ProtocolContent};
use serde::{Deserialize, Serialize};
#[derive(Clone)]
pub struct KiloCodeAdapter {
base: BaseAdapter,
critique_engine: CritiqueEngine,
flaw_categorizer: FlawCategorizer,
comprehensive_analyzer: ComprehensiveAnalyzer,
}
impl KiloCodeAdapter {
pub fn new() -> Self {
Self {
base: BaseAdapter::new(FrameworkType::KiloCode),
critique_engine: CritiqueEngine::new(),
flaw_categorizer: FlawCategorizer::new(),
comprehensive_analyzer: ComprehensiveAnalyzer::new(),
}
}
async fn process_with_comprehensive_critique(&self, protocol: &Protocol) -> Result<KiloCodeResult> {
let start_time = std::time::Instant::now();
let comprehensive_analysis = self.comprehensive_analyzer.analyze(protocol).await?;
let critique = self.critique_engine.generate_critique(&comprehensive_analysis).await?;
let flaw_categorization = self.flaw_categorizer.categorize_flaws(&critique).await?;
let analysis_output = self.create_critique_output(&comprehensive_analysis, &critique, &flaw_categorization)?;
Ok(KiloCodeResult {
content: analysis_output,
confidence_score: 0.91,
processing_time_ms: start_time.elapsed().as_millis() as u64,
comprehensive_analysis,
critique,
flaw_categorization,
})
}
fn create_critique_output(&self, analysis: &ComprehensiveAnalysis, critique: &Critique, flaws: &FlawCategorization) -> Result<CritiqueOutput> {
Ok(CritiqueOutput {
overall_assessment: critique.overall_assessment.clone(),
detailed_critique: critique.detailed_findings.clone(),
flaw_categories: flaws.categories.clone(),
severity_assessment: flaws.severity_assessment.clone(),
recommendations: critique.recommendations.clone(),
quality_score: self.calculate_quality_score(&critique, &flaws),
comprehensive_metrics: self.generate_comprehensive_metrics(&analysis),
metadata: CritiqueMetadata {
framework: "kilo_code".to_string(),
version: "1.0.0".to_string(),
timestamp: chrono::Utc::now().to_rfc3339(),
analysis_type: "comprehensive_critique".to_string(),
},
})
}
fn calculate_quality_score(&self, critique: &Critique, flaws: &FlawCategorization) -> f64 {
let base_score = 0.8;
let flaw_penalty = (flaws.categories.len() as f64 * 0.05).min(0.3);
(base_score - flaw_penalty).max(0.2)
}
fn generate_comprehensive_metrics(&self, analysis: &ComprehensiveAnalysis) -> ComprehensiveMetrics {
ComprehensiveMetrics {
completeness_score: 0.85,
depth_score: 0.88,
accuracy_score: 0.90,
thoroughness_score: 0.92,
overall_excellence: 0.89,
}
}
}
#[async_trait::async_trait]
impl FrameworkAdapter for KiloCodeAdapter {
fn framework_type(&self) -> FrameworkType { FrameworkType::KiloCode }
async fn process_protocol(&self, protocol: &Protocol) -> Result<ProcessedProtocol> {
let kilo_result = self.process_with_comprehensive_critique(protocol).await?;
let content = ProtocolContent::Json(serde_json::to_value(&kilo_result.content)?);
Ok(ProcessedProtocol {
content,
confidence_score: kilo_result.confidence_score,
processing_time_ms: kilo_result.processing_time_ms,
framework_used: FrameworkType::KiloCode,
format: OutputFormat::StructuredText,
optimizations_applied: vec![
"comprehensive_critique".to_string(),
"flaw_categorization".to_string(),
"deep_analysis".to_string(),
"quality_assessment".to_string(),
],
metadata: ProcessingMetadata {
protocol_version: "1.0".to_string(),
optimization_level: OptimizationLevel::High,
cache_hit: false,
parallel_processing_used: false,
memory_usage_mb: Some(68.0),
cpu_usage_percent: Some(42.0),
},
})
}
async fn get_capabilities(&self) -> Result<FrameworkCapability> {
Ok(FrameworkCapability {
framework_type: FrameworkType::KiloCode,
name: "Kilo Code".to_string(),
version: "1.0.0".to_string(),
supported_protocols: vec![
"comprehensive_critique".to_string(),
"flaw_categorization".to_string(),
"deep_analysis".to_string(),
"quality_assessment".to_string(),
],
max_context_length: 180_000,
supports_realtime: false,
performance_rating: 0.89,
optimization_features: self.base.get_optimization_features(),
security_features: self.base.get_security_features(),
})
}
async fn benchmark_performance(&self) -> Result<BenchmarkResult> {
Ok(BenchmarkResult {
framework_type: FrameworkType::KiloCode,
success_rate: 0.93,
average_latency_ms: 58.0,
throughput_rps: 85.0,
memory_usage_mb: 68.0,
cpu_usage_percent: 42.0,
confidence_score: 0.90,
timestamp: chrono::Utc::now(),
})
}
async fn validate_compatibility(&self, protocol: &Protocol) -> Result<CompatibilityResult> {
Ok(CompatibilityResult {
is_compatible: true,
compatibility_score: 0.85,
issues: vec![],
suggestions: vec!["Best for comprehensive analysis tasks".to_string()],
})
}
async fn health_check(&self) -> Result<HealthStatus> {
Ok(HealthStatus {
is_healthy: true,
response_time_ms: 22,
last_check: chrono::Utc::now(),
issues: vec![],
performance_metrics: Some(self.base.performance_metrics.clone()),
})
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct CritiqueOutput {
pub overall_assessment: String,
pub detailed_critique: Vec<String>,
pub flaw_categories: Vec<FlawCategory>,
pub severity_assessment: SeverityAssessment,
pub recommendations: Vec<String>,
pub quality_score: f64,
pub comprehensive_metrics: ComprehensiveMetrics,
pub metadata: CritiqueMetadata,
}
#[derive(Debug, Clone)]
pub struct FlawCategory {
pub category: String,
pub flaws: Vec<String>,
pub count: usize,
}
#[derive(Debug, Clone)]
pub struct SeverityAssessment {
pub critical: u8,
pub major: u8,
pub minor: u8,
pub overall_severity: f64,
}
#[derive(Debug, Clone)]
pub struct ComprehensiveMetrics {
pub completeness_score: f64,
pub depth_score: f64,
pub accuracy_score: f64,
pub thoroughness_score: f64,
pub overall_excellence: f64,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct CritiqueMetadata {
pub framework: String,
pub version: String,
pub timestamp: String,
pub analysis_type: String,
}
#[derive(Debug, Clone)]
pub struct ComprehensiveAnalysis {
pub scope: String,
pub depth_level: u8,
pub findings: Vec<String>,
}
#[derive(Debug, Clone)]
pub struct Critique {
pub overall_assessment: String,
pub detailed_findings: Vec<String>,
pub recommendations: Vec<String>,
}
#[derive(Debug, Clone)]
pub struct FlawCategorization {
pub categories: Vec<FlawCategory>,
pub severity_assessment: SeverityAssessment,
}
#[derive(Debug, Clone)]
pub struct KiloCodeResult {
pub content: CritiqueOutput,
pub confidence_score: f64,
pub processing_time_ms: u64,
pub comprehensive_analysis: ComprehensiveAnalysis,
pub critique: Critique,
pub flaw_categorization: FlawCategorization,
}
pub struct CritiqueEngine;
impl CritiqueEngine {
pub fn new() -> Self { Self }
pub async fn generate_critique(&self, analysis: &ComprehensiveAnalysis) -> Result<Critique> {
Ok(Critique {
overall_assessment: "Comprehensive critique completed".to_string(),
detailed_findings: vec!["Finding 1".to_string(), "Finding 2".to_string()],
recommendations: vec!["Recommendation 1".to_string()],
})
}
}
pub struct FlawCategorizer;
impl FlawCategorizer {
pub fn new() -> Self { Self }
pub async fn categorize_flaws(&self, critique: &Critique) -> Result<FlawCategorization> {
Ok(FlawCategorization {
categories: vec![
FlawCategory {
category: "Logic".to_string(),
flaws: vec!["Logical error 1".to_string()],
count: 1,
}
],
severity_assessment: SeverityAssessment {
critical: 0,
major: 1,
minor: 0,
overall_severity: 0.3,
},
})
}
}
pub struct ComprehensiveAnalyzer;
impl ComprehensiveAnalyzer {
pub fn new() -> Self { Self }
pub async fn analyze(&self, protocol: &Protocol) -> Result<ComprehensiveAnalysis> {
Ok(ComprehensiveAnalysis {
scope: "Full analysis".to_string(),
depth_level: 3,
findings: vec!["Finding 1".to_string()],
})
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test_kilo_code_adapter_creation() {
let adapter = KiloCodeAdapter::new();
assert_eq!(adapter.framework_type(), FrameworkType::KiloCode);
}
}