Module ai_studio 

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;

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?;

Re-exports

pub use api_critique::AntiPattern;

pub use api_critique::ApiCritique;

pub use api_critique::ApiCritiqueEngine;

pub use api_critique::ConsolidationOpportunity;

pub use api_critique::CritiqueRequest;

pub use api_critique::HierarchyImprovement;

pub use api_critique::NamingIssue;

pub use api_critique::Redundancy;

pub use api_critique::ResourceModelingSuggestion;

pub use api_critique::RestructuringRecommendations;

pub use api_critique::ToneAnalysis;

pub use api_critique::ToneIssue;

pub use artifact_freezer::ArtifactFreezer;

pub use artifact_freezer::FreezeMetadata;

pub use artifact_freezer::FreezeRequest;

pub use artifact_freezer::FrozenArtifact;

pub use behavioral_simulator::AppState;

pub use behavioral_simulator::BehaviorPolicy;

pub use behavioral_simulator::BehavioralSimulator;

pub use behavioral_simulator::BehavioralTraits;

pub use behavioral_simulator::CartState;

pub use behavioral_simulator::CreateAgentRequest;

pub use behavioral_simulator::Intention;

pub use behavioral_simulator::NarrativeAgent;

pub use behavioral_simulator::NextAction;

pub use behavioral_simulator::PolicyRule;

pub use behavioral_simulator::SimulateBehaviorRequest;

pub use behavioral_simulator::SimulateBehaviorResponse;

pub use budget_manager::AiFeature;

pub use budget_manager::BudgetConfig;

pub use budget_manager::BudgetManager;

pub use budget_manager::FeatureUsage;

pub use budget_manager::UsageStats;

pub use chat_orchestrator::ChatContext;

pub use chat_orchestrator::ChatIntent;

pub use chat_orchestrator::ChatMessage;

pub use chat_orchestrator::ChatOrchestrator;

pub use chat_orchestrator::ChatRequest;

pub use chat_orchestrator::ChatResponse;

pub use config::AiStudioConfig;

pub use config::FreezeMode;

pub use contract_diff_handler::BreakingChange;

pub use contract_diff_handler::ContractDiffFilters;

pub use contract_diff_handler::ContractDiffHandler;

pub use contract_diff_handler::ContractDiffIntent;

pub use contract_diff_handler::ContractDiffQueryResult;

pub use conversation_store::get_conversation_store;

pub use conversation_store::initialize_conversation_store;

pub use conversation_store::ConversationStore;

pub use debug_analyzer::DebugAnalyzer;

pub use debug_analyzer::DebugRequest;

pub use debug_analyzer::DebugResponse;

pub use debug_analyzer::DebugSuggestion;

pub use debug_analyzer::LinkedArtifact;

pub use debug_context::ChaosContext;

pub use debug_context::ContractContext;

pub use debug_context::DebugContext;

pub use debug_context::PersonaContext;

pub use debug_context::RealityContext;

pub use debug_context::ScenarioContext;

pub use debug_context_integrator::ChaosAccessor;

pub use debug_context_integrator::ContractAccessor;

pub use debug_context_integrator::DebugContextIntegrator;

pub use debug_context_integrator::PersonaAccessor;

pub use debug_context_integrator::RealityAccessor;

pub use debug_context_integrator::ScenarioAccessor;

pub use nl_mock_generator::MockGenerationResult;

pub use nl_mock_generator::MockGenerator;

pub use org_controls::OrgAiControlsConfig;

pub use org_controls::OrgBudgetConfig;

pub use org_controls::OrgControls;

pub use org_controls::OrgControlsAccessor;

pub use org_controls::OrgRateLimitConfig;

pub use org_controls_db::DbOrgControls;

pub use persona_generator::PersonaGenerationRequest;

pub use persona_generator::PersonaGenerationResponse;

pub use persona_generator::PersonaGenerator;

pub use system_generator::AppliedSystem;

pub use system_generator::GeneratedSystem;

pub use system_generator::SystemArtifact;

pub use system_generator::SystemGenerationRequest;

pub use system_generator::SystemGenerator;

pub use system_generator::SystemMetadata;

Modules

api_critique

API Architecture Critique Engine

artifact_freezer

Artifact freezer for converting AI outputs to deterministic formats

behavioral_simulator

AI Behavioral Simulation Engine

budget_manager

Budget manager for AI usage tracking and controls

chat_orchestrator

Chat orchestrator for routing natural language commands

config

Configuration for AI Studio

contract_diff_handler

Contract Diff Handler for processing natural language queries

conversation_store

Conversation storage for AI Studio chat sessions

debug_analyzer

AI-guided debugging analyzer

debug_context

Debug context types for AI-guided debugging

debug_context_integrator

Debug context integrator for collecting context from multiple subsystems

nl_mock_generator

Natural language mock generator

org_controls

Organization-level AI controls service

org_controls_db

Database-backed implementation of OrgControlsAccessor

persona_generator

AI-powered persona generator

system_generator

System Generator - Natural Language to Entire System Generation