use crate::agents::claude_agent::ClaudeAgent;
use crate::agents::gemini_agent::GeminiAgent;
use crate::agents::gpt4_agent::{CognitiveAgent, GPT4Agent, ProposedEdit};
use crate::feedback_loop::{apply_consensus_edits, restore_file, show_file_diff};
use crate::memory::SymbolicContext;
use std::fs;
use std::io::{self, Write};
pub mod editor;
pub mod preview;
pub mod advanced_preview;
pub mod granular_approval;
pub mod staged_application;
pub mod cognitive_workflow;
pub mod edit_classification;
pub mod git_integration;
pub mod time_travel;
pub mod custom_agent_config;
pub mod visual_reasoning;
pub mod meta_reflective;
pub use advanced_preview::AdvancedPreviewSystem;
pub use staged_application::StagedApplicationInterface;
use crate::edit_control::{validation::EditValidator, ModifiableEdit};
use editor::InlineEditor;
use preview::EditPreviewBuilder;
use crate::cli::granular_approval::process_edit_with_granular_approval;
use crate::edit_control::ApprovalRole;
use crate::cli::staged_application::process_edit_with_staged_application;
use crate::cli::cognitive_workflow::CognitiveWorkflow;
use crate::cli::edit_classification::EditClassificationCLI;
pub struct AgentCollaboration {
agents: Vec<(String, Box<dyn CognitiveAgent>)>,
}
impl AgentCollaboration {
pub fn new() -> Self {
Self {
agents: vec![
("GPT-4".to_string(), Box::new(GPT4Agent)),
("Claude".to_string(), Box::new(ClaudeAgent)),
("Gemini".to_string(), Box::new(GeminiAgent)),
],
}
}
pub fn run_interactive_session(&self) -> Result<(), Box<dyn std::error::Error>> {
self.print_welcome();
loop {
match self.main_menu()? {
MenuChoice::AnalyzeFile => self.analyze_file_workflow()?,
MenuChoice::CustomTask => self.custom_task_workflow()?,
MenuChoice::ViewAgentCapabilities => self.show_agent_capabilities(),
MenuChoice::Exit => {
println!("\n👋 Thanks for collaborating with the SOMA agents!");
break;
}
}
}
Ok(())
}
fn print_welcome(&self) {
println!("{}", "=".repeat(60));
println!("🤝 SOMA CORE - Interactive Agent Collaboration");
println!("{}", "=".repeat(60));
println!("Welcome! You can collaborate with our AI agents to improve your code.");
println!("Each agent has different expertise:");
println!(" 🚀 GPT-4: Performance & Best Practices");
println!(" 📚 Claude: Readability & Architecture");
println!(" 🧪 Gemini: Testing & Validation");
println!("\n💡 Your vote is decisive - you choose which suggestions to apply!\n");
}
fn main_menu(&self) -> Result<MenuChoice, Box<dyn std::error::Error>> {
loop {
println!("\n📋 What would you like to do?");
println!(" 1. 📄 Analyze & improve a specific file");
println!(" 2. 🎯 Set custom improvement task");
println!(" 3. 🤖 View agent capabilities");
println!(" 4. 🚪 Exit");
print!("\nChoose an option (1-4): ");
io::stdout().flush()?;
let mut input = String::new();
io::stdin().read_line(&mut input)?;
match input.trim() {
"1" => return Ok(MenuChoice::AnalyzeFile),
"2" => return Ok(MenuChoice::CustomTask),
"3" => return Ok(MenuChoice::ViewAgentCapabilities),
"4" => return Ok(MenuChoice::Exit),
_ => {
println!("❌ Invalid choice. Please try again.");
continue;
}
}
}
}
fn analyze_file_workflow(&self) -> Result<(), Box<dyn std::error::Error>> {
println!("\n📂 File Analysis Mode");
println!("{}", "=".repeat(30));
print!("Enter the file path to analyze: ");
io::stdout().flush()?;
let mut file_path = String::new();
io::stdin().read_line(&mut file_path)?;
let file_path = file_path.trim();
if !std::path::Path::new(file_path).exists() {
println!("❌ File '{}' not found. Please check the path.", file_path);
return Ok(());
}
self.show_file_content(file_path)?;
let task_context = self.get_improvement_focus()?;
let proposals = self.collect_agent_proposals(&task_context, Some(file_path));
let selected_proposals = self.interactive_proposal_review(proposals)?;
if !selected_proposals.is_empty() {
self.apply_selected_edits(file_path, selected_proposals)?;
} else {
println!("\n📝 No edits selected. File remains unchanged.");
}
Ok(())
}
fn custom_task_workflow(&self) -> Result<(), Box<dyn std::error::Error>> {
println!("\n🎯 Custom Task Mode");
println!("{}", "=".repeat(25));
print!("Describe what you want to improve (e.g., 'add error handling', 'optimize performance'): ");
io::stdout().flush()?;
let mut task_description = String::new();
io::stdin().read_line(&mut task_description)?;
let task_description = task_description.trim();
print!("Which file should the agents work on? ");
io::stdout().flush()?;
let mut file_path = String::new();
io::stdin().read_line(&mut file_path)?;
let file_path = file_path.trim();
if !std::path::Path::new(file_path).exists() {
println!("❌ File '{}' not found. Please check the path.", file_path);
return Ok(());
}
self.show_file_content(file_path)?;
let mut ctx = SymbolicContext::new();
ctx.set("current_task", task_description);
ctx.set("target_file", file_path);
let proposals = self.collect_agent_proposals(&ctx, Some(file_path));
let selected_proposals = self.interactive_proposal_review(proposals)?;
if !selected_proposals.is_empty() {
self.apply_selected_edits(file_path, selected_proposals)?;
} else {
println!("\n📝 No edits selected. File remains unchanged.");
}
Ok(())
}
fn get_improvement_focus(&self) -> Result<SymbolicContext, Box<dyn std::error::Error>> {
println!("\n🎯 What kind of improvements are you looking for?");
println!(" 1. 🚀 Performance optimization");
println!(" 2. 🛡️ Safety & error handling");
println!(" 3. 📖 Readability & documentation");
println!(" 4. 🏗️ Architecture & design");
println!(" 5. 🧪 Testing & validation");
println!(" 6. 🎛️ General improvements");
print!("\nChoose focus area (1-6): ");
io::stdout().flush()?;
let mut input = String::new();
io::stdin().read_line(&mut input)?;
let mut ctx = SymbolicContext::new();
let task = match input.trim() {
"1" => "performance",
"2" => "safety",
"3" => "readability",
"4" => "architecture",
"5" => "testing",
"6" => "general improvement",
_ => {
println!("❌ Invalid choice, defaulting to general improvements.");
"general improvement"
}
};
ctx.set("current_task", task);
Ok(ctx)
}
fn show_file_content(&self, file_path: &str) -> Result<(), Box<dyn std::error::Error>> {
println!("\n📄 Current file content: {}", file_path);
println!("{}", "=".repeat(50));
let content = fs::read_to_string(file_path)?;
for (i, line) in content.lines().enumerate() {
println!("{:3}: {}", i + 1, line);
}
Ok(())
}
fn collect_agent_proposals(
&self,
ctx: &SymbolicContext,
_file_path: Option<&str>,
) -> Vec<(String, ProposedEdit)> {
println!("\n🤖 Agents are analyzing and proposing improvements...");
println!("{}", "=".repeat(50));
let mut proposals = Vec::new();
for (agent_name, agent) in &self.agents {
println!("🔍 {} is thinking...", agent_name);
let proposal = agent.propose_edit(ctx);
proposals.push((agent_name.clone(), proposal));
}
proposals
}
fn interactive_proposal_review(
&self,
proposals: Vec<(String, ProposedEdit)>,
) -> Result<Vec<ProposedEdit>, Box<dyn std::error::Error>> {
println!("\n📋 Agent Proposals - Your Review Required");
println!("{}", "=".repeat(50));
let mut selected_proposals = Vec::new();
for (i, (agent_name, proposal)) in proposals.iter().enumerate() {
println!("\n{}. 🤖 {} proposes:", i + 1, agent_name);
println!(" 📁 File: {}", proposal.file);
println!(" 📍 Lines: {:?}", proposal.line_range);
println!(" 💡 Reason: {}", proposal.reason);
println!(" 📊 Confidence: {:.1}%", proposal.confidence * 100.0);
println!(" 📝 Proposed code:");
for (line_num, line) in proposal.new_code.lines().enumerate() {
println!(" {}: {}", line_num + 1, line);
}
loop {
print!("\n ❓ Do you want to apply this edit? (y/n/s=skip to next): ");
io::stdout().flush()?;
let mut decision = String::new();
io::stdin().read_line(&mut decision)?;
match decision.trim().to_lowercase().as_str() {
"y" | "yes" => {
println!(" ✅ Edit approved!");
selected_proposals.push(proposal.clone());
break;
}
"n" | "no" => {
println!(" ❌ Edit rejected.");
break;
}
"s" | "skip" => {
println!(" ⏭️ Skipped for now.");
break;
}
_ => {
println!(" ⚠️ Please enter 'y' for yes, 'n' for no, or 's' to skip.");
continue;
}
}
}
}
Ok(selected_proposals)
}
fn apply_selected_edits(
&self,
file_path: &str,
edits: Vec<ProposedEdit>,
) -> Result<(), Box<dyn std::error::Error>> {
if edits.is_empty() {
return Ok(());
}
println!("\n🔧 Applying {} selected edit(s)...", edits.len());
println!("{}", "=".repeat(40));
let edit_refs: Vec<&ProposedEdit> = edits.iter().collect();
let backup_paths = apply_consensus_edits(&edit_refs)?;
if let Some(backup_path) = backup_paths.first() {
println!("\n📊 Changes Applied - Before vs After:");
show_file_diff(file_path, backup_path)?;
println!("\n📄 Updated file content:");
println!("{}", "=".repeat(50));
let final_content = fs::read_to_string(file_path)?;
for (i, line) in final_content.lines().enumerate() {
println!("{:3}: {}", i + 1, line);
}
print!("\n💾 Keep these changes? (y/n): ");
io::stdout().flush()?;
let mut decision = String::new();
io::stdin().read_line(&mut decision)?;
match decision.trim().to_lowercase().as_str() {
"y" | "yes" => {
println!("✅ Changes saved! Backup removed.");
fs::remove_file(backup_path)?;
}
_ => {
println!("🔄 Restoring original file...");
restore_file(file_path, backup_path)?;
println!("✅ Original file restored.");
}
}
}
Ok(())
}
fn show_agent_capabilities(&self) {
println!("\n🤖 Agent Capabilities & Specializations");
println!("{}", "=".repeat(50));
println!("\n🚀 GPT-4 Agent:");
println!(" • Performance optimization & efficient algorithms");
println!(" • Memory safety & bounds checking");
println!(" • Error handling & best practices");
println!(" • Code optimization for runtime efficiency");
println!("\n📚 Claude Agent:");
println!(" • Code readability & clear documentation");
println!(" • Architectural improvements & design patterns");
println!(" • Code organization & separation of concerns");
println!(" • Modular design & maintainability");
println!("\n🧪 Gemini Agent:");
println!(" • Comprehensive testing & edge case coverage");
println!(" • Input validation & robustness");
println!(" • Debugging capabilities & assertions");
println!(" • Quality assurance & reliability");
println!("\n💡 All agents work together to provide comprehensive code analysis!");
}
}
#[derive(Debug)]
enum MenuChoice {
AnalyzeFile,
CustomTask,
ViewAgentCapabilities,
Exit,
}
pub fn start_interactive_cli() -> Result<(), Box<dyn std::error::Error>> {
let collaboration = AgentCollaboration::new();
collaboration.run_interactive_session()
}
pub fn process_edits_with_modifications(
edits: Vec<ModifiableEdit>,
) -> Result<(), Box<dyn std::error::Error>> {
let validator = EditValidator::new();
let preview = EditPreviewBuilder::new().build();
println!(
"🔧 Enhanced Edit Processing - {} edits to review",
edits.len()
);
println!("═══════════════════════════════════════════════════");
let total_edits = edits.len();
for (index, mut edit) in edits.into_iter().enumerate() {
println!("\n📝 Edit {} of {}", index + 1, total_edits);
let preview_output = preview.render_to_string(&edit);
println!("{}", preview_output);
let validation_summary = validator.validate_edit(&mut edit);
display_validation_summary(&validation_summary);
match get_user_decision(&edit)? {
EditDecision::Accept => {
println!("✅ Edit approved and applied.");
}
EditDecision::Modify => {
if let Some(_modified_edit) = modify_edit_interactive(edit)? {
println!("✅ Modified edit applied.");
} else {
println!("❌ Edit modification cancelled.");
}
}
EditDecision::AdvancedEdit => {
if let Some(_modified_edit) = modify_edit_advanced_preview(edit)? {
println!("✅ Advanced edit session completed.");
} else {
println!("❌ Advanced edit session cancelled.");
}
}
EditDecision::GranularApproval => {
if let Err(e) = process_granular_approval(edit)? {
println!("❌ Granular approval process failed: {}", e);
} else {
println!("✅ Granular approval process completed.");
}
}
EditDecision::StagedApplication => {
if let Err(e) = process_staged_application(edit)? {
println!("❌ Staged application process failed: {}", e);
} else {
println!("✅ Staged application process completed.");
}
}
EditDecision::CognitiveAssisted => {
if let Err(e) = process_cognitive_assisted(edit)? {
println!("❌ Cognitive assisted process failed: {}", e);
} else {
println!("✅ Cognitive assisted process completed.");
}
}
EditDecision::SmartClassification => {
if let Err(e) = process_smart_classification(edit)? {
println!("❌ Smart classification process failed: {}", e);
} else {
println!("✅ Smart classification process completed.");
}
}
EditDecision::GitIntegration => {
if let Err(e) = process_git_integration(edit)? {
println!("❌ Git integration process failed: {}", e);
} else {
println!("✅ Git integration process completed.");
}
}
EditDecision::TimeTravel => {
if let Err(e) = process_time_travel(edit)? {
println!("❌ Time travel process failed: {}", e);
} else {
println!("✅ Time travel process completed.");
}
}
EditDecision::CustomAgentConfig => {
if let Err(e) = process_custom_agent_config(edit)? {
println!("❌ Custom agent configuration process failed: {}", e);
} else {
println!("✅ Custom agent configuration process completed.");
}
}
EditDecision::VisualReasoning => {
if let Err(e) = process_visual_reasoning(edit)? {
println!("❌ Visual reasoning process failed: {}", e);
} else {
println!("✅ Visual reasoning process completed.");
}
}
EditDecision::MetaReflective => {
if let Err(e) = process_meta_reflective(edit)? {
println!("❌ Meta-reflective analysis process failed: {}", e);
} else {
println!("✅ Meta-reflective analysis process completed.");
}
}
EditDecision::Preview => {
println!("🔍 Previewing edit...");
}
EditDecision::AdvancedPreview => {
if let Some(_modified_edit) = modify_edit_advanced_preview(edit)? {
println!("✅ Advanced preview session completed.");
} else {
println!("❌ Advanced preview session cancelled.");
}
}
EditDecision::Skip => {
println!("⏭️ Edit skipped.");
}
EditDecision::Reject => {
println!("❌ Edit rejected.");
}
}
}
Ok(())
}
fn modify_edit_interactive(
edit: ModifiableEdit,
) -> Result<Option<ModifiableEdit>, Box<dyn std::error::Error>> {
println!("\n🖊️ Opening interactive editor...");
let mut editor = InlineEditor::new(edit);
match editor.edit()? {
Some(modified_interface) => {
println!("✅ Edit modified successfully!");
Ok(Some(modified_interface.modifiable_edit))
}
None => {
println!("❌ Edit modification cancelled.");
Ok(None)
}
}
}
fn modify_edit_advanced_preview(
edit: ModifiableEdit,
) -> Result<Option<ModifiableEdit>, Box<dyn std::error::Error>> {
println!("\n🔄 Opening AdvancedPreviewSystem - Split-pane Live Editor...");
println!("Features available:");
println!(" • Split-pane editing with live preview");
println!(" • Multiple layout modes (Horizontal/Vertical/Full)");
println!(" • Real-time syntax validation");
println!(" • Enhanced diff visualization");
println!(" • Tab to switch between editor and preview");
println!(" • Ctrl+L to cycle layouts");
let interface = crate::edit_control::EditModificationInterface::new(edit);
let mut advanced_editor = AdvancedPreviewSystem::new(interface);
match advanced_editor.edit_with_live_preview()? {
Some(modified_interface) => {
println!("✅ Advanced edit session completed!");
Ok(Some(modified_interface.modifiable_edit))
}
None => {
println!("❌ Advanced edit session cancelled.");
Ok(None)
}
}
}
fn get_user_decision(_edit: &ModifiableEdit) -> Result<EditDecision, Box<dyn std::error::Error>> {
println!("\n🤔 What would you like to do with this edit?");
println!(" [a] Approve [m] Modify [e] Advanced Edit [g] Granular Approval [st] Staged Application [c] Cognitive Assisted [cl] Smart Classification [git] Git Integration [ca] Custom Agent [vr] Visual Reasoning [mr] Meta-Reflective [s] Skip [r] Reject");
print!("Your choice: ");
io::stdout().flush()?;
let mut input = String::new();
io::stdin().read_line(&mut input)?;
match input.trim().to_lowercase().as_str() {
"a" | "approve" => Ok(EditDecision::Accept),
"m" | "modify" => Ok(EditDecision::Modify),
"e" | "advanced" => Ok(EditDecision::AdvancedEdit),
"g" | "granular" => Ok(EditDecision::GranularApproval),
"st" | "staged" => Ok(EditDecision::StagedApplication),
"c" | "cognitive" => Ok(EditDecision::CognitiveAssisted),
"cl" | "classify" => Ok(EditDecision::SmartClassification),
"git" | "gitintegration" => Ok(EditDecision::GitIntegration),
"tt" | "timetravel" => Ok(EditDecision::TimeTravel),
"ca" | "customagent" => Ok(EditDecision::CustomAgentConfig),
"vr" | "visualreasoning" => Ok(EditDecision::VisualReasoning),
"mr" | "metareflective" => Ok(EditDecision::MetaReflective),
"p" | "preview" => Ok(EditDecision::Preview),
"ap" | "advancedpreview" => Ok(EditDecision::AdvancedPreview),
"s" | "skip" => Ok(EditDecision::Skip),
"r" | "reject" => Ok(EditDecision::Reject),
_ => {
println!("Invalid choice, skipping edit.");
Ok(EditDecision::Skip)
}
}
}
fn process_granular_approval(edit: ModifiableEdit) -> Result<Result<(), String>, Box<dyn std::error::Error>> {
println!("\n🔒 Initiating Granular Approval Process...");
println!("Features available:");
println!(" • Multi-level approval system (Auto/Low/Medium/High/Critical)");
println!(" • Role-based approval workflow (Junior/Senior/Lead/Architect/Security)");
println!(" • Risk assessment and automatic level determination");
println!(" • Escalation and delegation capabilities");
println!(" • Approval history tracking with comments");
let user_role = get_user_role()?;
let user_id = get_user_id()?;
let mut mutable_edit = edit;
match process_edit_with_granular_approval(&mut mutable_edit, user_role, user_id) {
Ok(_) => {
println!("✅ Granular approval completed successfully!");
println!("Final approval state: {:?}", mutable_edit.approval_state);
Ok(Ok(()))
}
Err(e) => {
println!("❌ Granular approval failed: {}", e);
Ok(Err(e.to_string()))
}
}
}
fn get_user_role() -> Result<ApprovalRole, Box<dyn std::error::Error>> {
println!("\n👤 Select your role for approval:");
println!(" [1] Junior Developer");
println!(" [2] Senior Developer");
println!(" [3] Team Lead");
println!(" [4] Architect");
println!(" [5] Security Reviewer");
print!("Your role (1-5): ");
io::stdout().flush()?;
let mut input = String::new();
io::stdin().read_line(&mut input)?;
match input.trim() {
"1" => Ok(ApprovalRole::Junior),
"2" => Ok(ApprovalRole::Senior),
"3" => Ok(ApprovalRole::Lead),
"4" => Ok(ApprovalRole::Architect),
"5" => Ok(ApprovalRole::Security),
_ => {
println!("Invalid selection, defaulting to Senior Developer");
Ok(ApprovalRole::Senior)
}
}
}
fn get_user_id() -> Result<String, Box<dyn std::error::Error>> {
print!("Enter your user ID (or press Enter for 'demo_user'): ");
io::stdout().flush()?;
let mut input = String::new();
io::stdin().read_line(&mut input)?;
let user_id = input.trim();
if user_id.is_empty() {
Ok("demo_user".to_string())
} else {
Ok(user_id.to_string())
}
}
fn display_validation_summary(summary: &crate::edit_control::validation::ValidationSummary) {
println!("\n🔍 Validation Summary:");
println!(" Total checks: {}", summary.total_validations);
println!(" ✅ Passed: {}", summary.passed);
println!(" ⚠️ Warnings: {}", summary.warnings);
println!(" ❌ Errors: {}", summary.errors);
println!(" 🚨 Critical: {}", summary.critical);
if !summary.conflicts.is_empty() {
println!(" 🔥 Conflicts: {}", summary.conflicts.len());
}
println!(" 📊 Status: {:?}", summary.overall_status);
}
#[derive(Debug, Clone, PartialEq)]
pub enum EditDecision {
Preview,
Accept,
Reject,
Modify,
AdvancedEdit,
AdvancedPreview,
GranularApproval,
StagedApplication,
SmartClassification,
GitIntegration,
TimeTravel,
CustomAgentConfig,
VisualReasoning,
MetaReflective,
CognitiveAssisted,
Skip,
}
fn process_staged_application(edit: ModifiableEdit) -> Result<Result<(), String>, Box<dyn std::error::Error>> {
println!("\n🚀 Initiating Staged Application System...");
println!("Features available:");
println!(" • Phased edit application with rollback capabilities");
println!(" • Multiple stages with dependency management");
println!(" • Checkpoint creation and restoration");
println!(" • Comprehensive validation at each stage");
println!(" • Timeline view and execution progress tracking");
let edits = vec![edit];
match process_edit_with_staged_application(edits, Some("Demo Stage".to_string())) {
Ok(_) => {
println!("✅ Staged application completed successfully!");
Ok(Ok(()))
}
Err(e) => {
println!("❌ Staged application failed: {}", e);
Ok(Err(e.to_string()))
}
}
}
fn process_cognitive_assisted(edit: ModifiableEdit) -> Result<Result<(), String>, Box<dyn std::error::Error>> {
println!("\n🧠 Initiating Cognitive-Assisted Analysis...");
println!("Features available:");
println!(" • AI-powered edit analysis and insights");
println!(" • Introspection and complexity assessment");
println!(" • Cognitive load and attention focus analysis");
println!(" • Uncertainty and confidence evaluation");
println!(" • Meta-cognitive recommendations");
let cognitive_workflow = CognitiveWorkflow::new();
match cognitive_workflow.analyze_edit_context(
&edit.base_edit.file,
&edit.base_edit.reason,
edit.base_edit.confidence
) {
Ok(analysis) => {
let decision = cognitive_workflow.get_cognitive_decision(&analysis)?;
println!("✅ Cognitive analysis completed!");
println!("Final decision: {:?}", decision);
Ok(Ok(()))
}
Err(e) => {
println!("❌ Cognitive analysis failed: {}", e);
Ok(Err(e.to_string()))
}
}
}
fn process_smart_classification(edit: ModifiableEdit) -> Result<Result<(), String>, Box<dyn std::error::Error>> {
println!("\n🔍 Initiating Smart Edit Classification...");
println!("Features available:");
println!(" • Intelligent edit categorization (Critical/Experimental/Safe/Cosmetic)");
println!(" • Risk assessment with pattern detection");
println!(" • Priority scoring and confidence evaluation");
println!(" • Cognitive operator integration for enhanced analysis");
println!(" • Automatic recommendation generation");
let mut classifier = EditClassificationCLI::new()?;
match classifier.classify_single_edit(&edit) {
Ok(classified_edit) => {
println!("\n📊 Classification Analysis Complete!");
println!("\n🎯 Smart Recommendation:");
match &classified_edit.recommendation {
crate::classification::edit_classifier_working::ClassificationRecommendation::AutoApprove { confidence } => {
println!(" ✅ Auto-approve recommended ({:.1}% confidence)", confidence * 100.0);
println!(" This edit is classified as safe and can be automatically approved.");
}
crate::classification::edit_classifier_working::ClassificationRecommendation::RequireReview { concerns } => {
println!(" 🔍 Manual review required");
println!(" Concerns identified:");
for concern in concerns {
println!(" • {}", concern);
}
}
crate::classification::edit_classifier_working::ClassificationRecommendation::Escalate { target_level, reason } => {
println!(" ⬆️ Escalation recommended to: {}", target_level);
println!(" Reason: {}", reason);
}
crate::classification::edit_classifier_working::ClassificationRecommendation::Reject { reason } => {
println!(" ❌ Rejection recommended");
println!(" Reason: {}", reason);
}
crate::classification::edit_classifier_working::ClassificationRecommendation::RequestInfo { questions } => {
println!(" ❓ Additional information needed");
for question in questions {
println!(" • {}", question);
}
}
}
println!("\n📈 Classification Summary:");
println!(" Category: {:?}", classified_edit.category);
println!(" Priority Score: {:.3}", classified_edit.priority_score);
println!(" Risk Score: {:.3}", classified_edit.risk_assessment.overall_score);
println!(" Classification Confidence: {:.3}", classified_edit.classification_confidence);
Ok(Ok(()))
}
Err(e) => {
println!("❌ Smart classification failed: {}", e);
Ok(Err(e.to_string()))
}
}
}
fn process_git_integration(edit: ModifiableEdit) -> Result<Result<(), String>, Box<dyn std::error::Error>> {
println!("\n🔧 Initiating Git Integration Workflow...");
println!("Features available:");
println!(" • Automatic session branching with intelligent naming");
println!(" • Classification-based commit strategies");
println!(" • Conflict resolution with cognitive operators");
println!(" • Automated backup points and rollback capabilities");
println!(" • CI/CD pipeline integration hooks");
let current_dir = std::env::current_dir()
.map_err(|e| format!("Failed to get current directory: {}", e))?;
use crate::classification::EditClassificationSystem;
let classifier = EditClassificationSystem::new();
let classified_edit = classifier.classify_edit(&edit)
.map_err(|e| format!("Failed to classify edit: {}", e))?;
println!("📊 Edit Classification:");
println!(" Category: {:?}", classified_edit.category);
println!(" Risk Score: {:.3}", classified_edit.risk_assessment.overall_score);
println!(" Priority: {:.3}", classified_edit.priority_score);
println!(" Confidence: {:.3}", classified_edit.classification_confidence);
println!("\n🔧 Proceeding with Git workflow...");
match crate::cli::git_integration::GitIntegrationCLI::new(current_dir.clone()) {
Ok(mut git_cli) => {
match git_cli.start_interactive_session() {
Ok(_) => {
println!("✅ Git integration session completed!");
Ok(Ok(()))
}
Err(e) => {
println!("❌ Git integration session failed: {}", e);
Ok(Err(e))
}
}
}
Err(e) => {
println!("❌ Failed to initialize Git integration: {}", e);
Ok(Err(e))
}
}
}
fn process_time_travel(edit: ModifiableEdit) -> Result<Result<(), String>, Box<dyn std::error::Error>> {
println!("\n🕰️ Initiating Time Travel System...");
println!("Features available:");
println!(" • Complete edit history with timeline branching");
println!(" • Navigate through different edit paths and timelines");
println!(" • Create and restore stable checkpoints");
println!(" • Search through historical changes and patterns");
println!(" • Merge and compare different edit timelines");
println!(" • Git integration for persistent history tracking");
use crate::cli::time_travel::interactive_time_travel_decision;
use crate::classification::EditClassificationSystem;
let classifier = EditClassificationSystem::new();
let classified_edit = classifier.classify_edit(&edit)
.map_err(|e| format!("Failed to classify edit for time travel: {}", e))?;
println!("📊 Edit Classification for Time Travel:");
println!(" Category: {:?}", classified_edit.category);
println!(" Risk Score: {:.3}", classified_edit.risk_assessment.overall_score);
println!(" Priority: {:.3}", classified_edit.priority_score);
println!(" Reasoning: {}", classified_edit.reasoning);
match interactive_time_travel_decision(vec![edit], vec![classified_edit]) {
Ok(used_time_travel) => {
if used_time_travel {
println!("✅ Time travel session completed successfully");
Ok(Ok(()))
} else {
println!("ℹ️ Time travel was not used");
Ok(Ok(()))
}
}
Err(e) => {
println!("❌ Time travel error: {}", e);
Ok(Err(e.to_string()))
}
}
}
fn process_custom_agent_config(_edit: ModifiableEdit) -> Result<Result<(), String>, Box<dyn std::error::Error>> {
println!("\n🤖 Initiating Custom Agent Configuration...");
println!("Features available:");
println!(" • User-defined agent personalities and behavior modification");
println!(" • Custom prompting and context templates");
println!(" • Preference learning and adaptation");
println!(" • Project-specific context configuration");
println!(" • Agent performance tracking and optimization");
use crate::cli::custom_agent_config::CustomAgentConfigCLI;
match CustomAgentConfigCLI::new() {
Ok(mut config_cli) => {
match config_cli.start_interactive_session() {
Ok(_) => {
println!("✅ Custom agent configuration completed successfully!");
Ok(Ok(()))
}
Err(e) => {
println!("❌ Custom agent configuration failed: {}", e);
Ok(Err(e.to_string()))
}
}
}
Err(e) => {
println!("❌ Failed to initialize custom agent configuration: {}", e);
Ok(Err(e.to_string()))
}
}
}
fn process_visual_reasoning(edit: ModifiableEdit) -> Result<Result<(), String>, Box<dyn std::error::Error>> {
println!("\n🔬 Initiating Visual Reasoning Analysis...");
println!("Features available:");
println!(" • Code structure analysis with AST visualization");
println!(" • Pattern recognition and code smell detection");
println!(" • Dependency mapping with visual graph representation");
println!(" • Visual diff analysis with change impact assessment");
println!(" • Interactive session with analysis history tracking");
println!(" • Export capabilities for analysis results");
match crate::cli::visual_reasoning::process_visual_reasoning(edit) {
Ok(Ok(())) => {
println!("✅ Visual reasoning analysis completed successfully!");
Ok(Ok(()))
}
Ok(Err(e)) => {
println!("❌ Visual reasoning analysis failed: {}", e);
Ok(Err(e))
}
Err(e) => {
println!("❌ Visual reasoning system error: {}", e);
Ok(Err(format!("System error: {}", e)))
}
}
}
fn process_meta_reflective(edit: ModifiableEdit) -> Result<Result<(), String>, Box<dyn std::error::Error>> {
println!("\n🧠 Initiating Meta-Reflective Analysis...");
println!("Features available:");
println!(" • System introspection and cognitive bottleneck detection");
println!(" • Performance analysis with trend monitoring");
println!(" • Cognitive assessment with meta-cognitive state evaluation");
println!(" • Optimization recommendations with priority scoring");
println!(" • Session history tracking with performance metrics");
println!(" • Real-time system monitoring and health indicators");
println!(" • Analysis data export in multiple formats");
let mut context = crate::memory::SymbolicContext::new();
context.set("file_path", &edit.base_edit.file);
context.set("edit_content", &edit.base_edit.new_code);
context.set("analysis_mode", "meta_reflective");
context.set("cognitive_focus", "system_optimization");
context.set("operator_count", "15"); context.set("system_uptime", &std::time::SystemTime::now()
.duration_since(std::time::UNIX_EPOCH)
.unwrap()
.as_secs()
.to_string());
context.set("errors_count", "0");
match crate::cli::meta_reflective::process_meta_reflective_workflow(&context) {
Ok(analysis_result) => {
println!("✅ Meta-reflective analysis completed successfully!");
if let Some(performance_score) = analysis_result.get("system_performance_score") {
println!("🎯 System Performance Score: {}", performance_score);
}
if let Some(cognitive_state) = analysis_result.get("meta_cognitive_state") {
println!("🧠 Meta-Cognitive State: {}", cognitive_state);
}
if let Some(reasoning_patterns) = analysis_result.get("reasoning_patterns_detected") {
println!("🧩 Reasoning Patterns: {}", reasoning_patterns);
}
if let Some(emergence_level) = analysis_result.get("emergence_level") {
println!("🌟 Emergence Level: {}", emergence_level);
}
for i in 0..3 {
if let Some(optimization) = analysis_result.get(&format!("optimization_Θ_{}", i)) {
println!("💡 Optimization {}: {}", i + 1, optimization);
}
}
Ok(Ok(()))
}
Err(e) => {
println!("❌ Meta-reflective analysis failed: {}", e);
Ok(Err(format!("Meta-reflective analysis error: {}", e)))
}
}
}