Module ai_studio

Expand description

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::ApiCritiqueEngine;
pub use artifact_freezer::ArtifactFreezer;
pub use behavioral_simulator::BehavioralSimulator;
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 persona_generator::PersonaGenerationRequest;
pub use persona_generator::PersonaGenerationResponse;
pub use persona_generator::PersonaGenerator;
pub use system_generator::SystemGenerator;

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
persona_generator: AI-powered persona generator
system_generator: System Generator - Natural Language to Entire System Generation

Structs§

AntiPattern: Detected anti-pattern in API design
ApiCritique: API critique result
AppState: App state awareness
AppliedSystem: Result of applying a system design
BehaviorPolicy: Behavior policy attached to persona
BehavioralTraits: Behavioral traits for the agent
CartState: Cart state
ConsolidationOpportunity: Consolidation opportunity
CreateAgentRequest: Request to create a narrative agent
CritiqueRequest: Request for API critique analysis
FreezeMetadata: Metadata for frozen artifacts
FreezeRequest: Request to freeze an artifact
FrozenArtifact: Frozen artifact result
GeneratedSystem: Generated system with all artifacts
HierarchyImprovement: Hierarchy improvement suggestion
NamingIssue: Naming quality issue
NarrativeAgent: Narrative agent that models user behavior
NextAction: Next action to take
PolicyRule: Policy rule for behavior
Redundancy: Detected redundancy in API
ResourceModelingSuggestion: Resource modeling suggestion
RestructuringRecommendations: Restructuring recommendations
SimulateBehaviorRequest: Request to simulate behavior
SimulateBehaviorResponse: Response from behavior simulation
SystemArtifact: System artifact (OpenAPI spec, persona, lifecycle, etc.)
SystemGenerationRequest: Request for system generation
SystemMetadata: System generation metadata
ToneAnalysis: Emotional tone analysis
ToneIssue: Tone issue in API text

Enums§

Intention: User intention types

Module ai_studio

Module ai_studio Copy item path

§Features

§Example Usage

Re-exports§

Modules§

Structs§

Enums§

Module ai_studio