Module ai_studio 

👎Deprecated:

Will be extracted to mockforge-intelligence crate

AI Studio - Unified AI Copilot for all AI-powered features Pillars: [AI]

MockForge AI Studio - Unified AI Copilot

This module provides a unified interface for all AI-powered features in MockForge, including natural language mock generation, AI-guided debugging, persona generation, and artifact freezing for deterministic testing.

Features

• Natural Language Mock Generation: Generate mocks from conversational descriptions
• AI-Guided Debugging: Analyze test failures and suggest fixes
• Persona Generation: Create and tweak personas using AI
• Artifact Freezing: Convert AI outputs to deterministic YAML/JSON
• Cost & Budget Management: Track tokens and enforce budgets

Example Usage

use mockforge_core::ai_studio::{ChatOrchestrator, ChatRequest};
use mockforge_core::intelligent_behavior::IntelligentBehaviorConfig;

async fn example() -> mockforge_core::Result<()> {
    let config = IntelligentBehaviorConfig::default();
    let orchestrator = ChatOrchestrator::new(config);

    // Process a natural language command
    let request = ChatRequest {
        message: "Create a user API with CRUD operations".to_string(),
        context: None,
    };
    let response = orchestrator.process(&request).await?;
    Ok(())
}

Re-exports

pub use api_critique::AntiPattern;Deprecated

pub use api_critique::ApiCritique;Deprecated

pub use api_critique::ApiCritiqueEngine;Deprecated

pub use api_critique::ConsolidationOpportunity;Deprecated

pub use api_critique::CritiqueRequest;Deprecated

pub use api_critique::HierarchyImprovement;Deprecated

pub use api_critique::NamingIssue;Deprecated

pub use api_critique::Redundancy;Deprecated

pub use api_critique::ResourceModelingSuggestion;Deprecated

pub use api_critique::RestructuringRecommendations;Deprecated

pub use api_critique::ToneAnalysis;Deprecated

pub use api_critique::ToneIssue;Deprecated

pub use artifact_freezer::ArtifactFreezer;Deprecated

pub use artifact_freezer::FreezeMetadata;Deprecated

pub use artifact_freezer::FreezeRequest;Deprecated

pub use artifact_freezer::FrozenArtifact;Deprecated

pub use behavioral_simulator::AppState;Deprecated

pub use behavioral_simulator::BehaviorPolicy;Deprecated

pub use behavioral_simulator::BehavioralSimulator;Deprecated

pub use behavioral_simulator::BehavioralTraits;Deprecated

pub use behavioral_simulator::CartState;Deprecated

pub use behavioral_simulator::CreateAgentRequest;Deprecated

pub use behavioral_simulator::Intention;Deprecated

pub use behavioral_simulator::NarrativeAgent;Deprecated

pub use behavioral_simulator::NextAction;Deprecated

pub use behavioral_simulator::PolicyRule;Deprecated

pub use behavioral_simulator::SimulateBehaviorRequest;Deprecated

pub use behavioral_simulator::SimulateBehaviorResponse;Deprecated

pub use budget_manager::AiFeature;Deprecated

pub use budget_manager::BudgetConfig;Deprecated

pub use budget_manager::BudgetManager;Deprecated

pub use budget_manager::FeatureUsage;Deprecated

pub use budget_manager::UsageStats;Deprecated

pub use chat_orchestrator::ChatContext;Deprecated

pub use chat_orchestrator::ChatIntent;Deprecated

pub use chat_orchestrator::ChatMessage;Deprecated

pub use chat_orchestrator::ChatOrchestrator;Deprecated

pub use chat_orchestrator::ChatRequest;Deprecated

pub use chat_orchestrator::ChatResponse;Deprecated

pub use config::AiStudioConfig;Deprecated

pub use config::FreezeMode;Deprecated

pub use contract_diff_handler::BreakingChange;Deprecated

pub use contract_diff_handler::ContractDiffFilters;Deprecated

pub use contract_diff_handler::ContractDiffHandler;Deprecated

pub use contract_diff_handler::ContractDiffIntent;Deprecated

pub use contract_diff_handler::ContractDiffQueryResult;Deprecated

pub use conversation_store::get_conversation_store;Deprecated

pub use conversation_store::initialize_conversation_store;Deprecated

pub use conversation_store::ConversationStore;Deprecated

pub use debug_analyzer::DebugAnalyzer;Deprecated

pub use debug_analyzer::DebugRequest;Deprecated

pub use debug_analyzer::DebugResponse;Deprecated

pub use debug_analyzer::DebugSuggestion;Deprecated

pub use debug_analyzer::LinkedArtifact;Deprecated

pub use debug_context::ChaosContext;Deprecated

pub use debug_context::ContractContext;Deprecated

pub use debug_context::DebugContext;Deprecated

pub use debug_context::PersonaContext;Deprecated

pub use debug_context::RealityContext;Deprecated

pub use debug_context::ScenarioContext;Deprecated

pub use debug_context_integrator::ChaosAccessor;Deprecated

pub use debug_context_integrator::ContractAccessor;Deprecated

pub use debug_context_integrator::DebugContextIntegrator;Deprecated

pub use debug_context_integrator::PersonaAccessor;Deprecated

pub use debug_context_integrator::RealityAccessor;Deprecated

pub use debug_context_integrator::ScenarioAccessor;Deprecated

pub use nl_mock_generator::MockGenerationResult;Deprecated

pub use nl_mock_generator::MockGenerator;Deprecated

pub use org_controls::OrgAiControlsConfig;Deprecated

pub use org_controls::OrgBudgetConfig;Deprecated

pub use org_controls::OrgControls;Deprecated

pub use org_controls::OrgControlsAccessor;Deprecated

pub use org_controls::OrgRateLimitConfig;Deprecated

pub use org_controls_db::DbOrgControls;Deprecated

pub use persona_generator::PersonaGenerationRequest;Deprecated

pub use persona_generator::PersonaGenerationResponse;Deprecated

pub use persona_generator::PersonaGenerator;Deprecated

pub use system_generator::AppliedSystem;Deprecated

pub use system_generator::GeneratedSystem;Deprecated

pub use system_generator::SystemArtifact;Deprecated

pub use system_generator::SystemGenerationRequest;Deprecated

pub use system_generator::SystemGenerator;Deprecated

pub use system_generator::SystemMetadata;Deprecated

Modules

api_critiqueDeprecated

API Architecture Critique Engine

artifact_freezerDeprecated

Artifact freezer for converting AI outputs to deterministic formats

behavioral_simulatorDeprecated

AI Behavioral Simulation Engine

budget_managerDeprecated

Budget manager for AI usage tracking and controls

chat_orchestratorDeprecated

Chat orchestrator for routing natural language commands

configDeprecated

Configuration for AI Studio

contract_diff_handlerDeprecated

Contract Diff Handler for processing natural language queries

conversation_storeDeprecated

Conversation storage for AI Studio chat sessions

debug_analyzerDeprecated

AI-guided debugging analyzer

debug_contextDeprecated

Debug context types for AI-guided debugging

debug_context_integratorDeprecated

Debug context integrator for collecting context from multiple subsystems

nl_mock_generatorDeprecated

Natural language mock generator

org_controlsDeprecated

Organization-level AI controls service

org_controls_dbDeprecated

Database-backed implementation of OrgControlsAccessor

persona_generatorDeprecated

AI-powered persona generator

system_generatorDeprecated

System Generator - Natural Language to Entire System Generation