//! Directive orchestration engine.
//!
//! Manages the lifecycle of directives:
//! - Starts directives and generates initial chains
//! - Monitors step execution and triggers evaluations
//! - Handles rework, escalation, and chain regeneration
//! - Enforces circuit breakers (cost, time, rework limits)
use std::collections::HashMap;
use sqlx::PgPool;
use thiserror::Error;
use tokio::sync::broadcast;
use uuid::Uuid;
use crate::db::models::{AddStepRequest, ChainStep, Directive, DirectiveEvent, UpdateStepRequest};
use crate::db::repository::{self, RepositoryError};
use super::planner::{ChainPlanner, GeneratedChain, PlannerError};
use super::verifier::{
auto_detect_verifiers, CompositeEvaluator, ConfidenceLevel, EvaluationResult,
VerificationContext,
};
/// Error type for engine operations.
#[derive(Error, Debug)]
pub enum EngineError {
#[error("Database error: {0}")]
Database(#[from] sqlx::Error),
#[error("Repository error: {0}")]
Repository(#[from] RepositoryError),
#[error("Planner error: {0}")]
Planner(#[from] PlannerError),
#[error("Directive not found: {0}")]
DirectiveNotFound(Uuid),
#[error("Chain not found for directive: {0}")]
ChainNotFound(Uuid),
#[error("Step not found: {0}")]
StepNotFound(Uuid),
#[error("Invalid state transition: {from} -> {to}")]
InvalidStateTransition { from: String, to: String },
#[error("Circuit breaker triggered: {0}")]
CircuitBreaker(String),
#[error("Directive is paused")]
DirectivePaused,
#[error("Contract creation failed: {0}")]
ContractCreation(String),
#[error("LLM error: {0}")]
LlmError(String),
}
/// Event emitted by the engine for UI updates.
#[derive(Debug, Clone)]
pub enum EngineEvent {
/// Directive status changed
DirectiveStatusChanged {
directive_id: Uuid,
old_status: String,
new_status: String,
},
/// Step status changed
StepStatusChanged {
directive_id: Uuid,
step_id: Uuid,
old_status: String,
new_status: String,
},
/// Evaluation completed
EvaluationCompleted {
directive_id: Uuid,
step_id: Uuid,
passed: bool,
confidence_level: ConfidenceLevel,
},
/// Approval required
ApprovalRequired {
directive_id: Uuid,
approval_id: Uuid,
approval_type: String,
},
/// Chain regenerated
ChainRegenerated {
directive_id: Uuid,
old_chain_id: Uuid,
new_chain_id: Uuid,
},
}
/// Main orchestration engine for directives.
pub struct DirectiveEngine {
pool: PgPool,
planner: ChainPlanner,
event_tx: Option<broadcast::Sender<EngineEvent>>,
}
impl DirectiveEngine {
/// Create a new directive engine.
pub fn new(pool: PgPool) -> Self {
Self {
pool,
planner: ChainPlanner::new(),
event_tx: None,
}
}
/// Set the event broadcast channel for UI updates.
pub fn with_event_channel(mut self, tx: broadcast::Sender<EngineEvent>) -> Self {
self.event_tx = Some(tx);
self
}
/// Emit an event if channel is configured.
fn emit_event(&self, event: EngineEvent) {
if let Some(tx) = &self.event_tx {
let _ = tx.send(event);
}
}
// ========================================================================
// Directive Lifecycle
// ========================================================================
/// Start a directive: generate chain and begin execution.
pub async fn start_directive(&self, directive_id: Uuid) -> Result<(), EngineError> {
let directive = repository::get_directive(&self.pool, directive_id)
.await?
.ok_or(EngineError::DirectiveNotFound(directive_id))?;
// Validate current state
if directive.status != "draft" && directive.status != "paused" {
return Err(EngineError::InvalidStateTransition {
from: directive.status,
to: "planning".to_string(),
});
}
// Update status to planning
repository::update_directive_status(&self.pool, directive_id, "planning").await?;
self.emit_directive_event(
directive_id,
"status_changed",
"info",
serde_json::json!({"old_status": directive.status, "new_status": "planning"}),
"system",
)
.await?;
// Generate chain (placeholder - actual LLM call would go here)
let chain = self.generate_initial_chain(&directive).await?;
// Create chain in database
let db_chain = repository::create_directive_chain(
&self.pool,
directive_id,
&chain.name,
Some(&chain.description),
None, // rationale
None, // planning_model
)
.await?;
// Create steps
self.create_steps_from_chain(&db_chain.id, &chain).await?;
// Update directive to active
repository::update_directive_status(&self.pool, directive_id, "active").await?;
self.emit_event(EngineEvent::DirectiveStatusChanged {
directive_id,
old_status: "planning".to_string(),
new_status: "active".to_string(),
});
// Start ready steps
self.advance_chain(directive_id).await?;
Ok(())
}
/// Pause a directive.
pub async fn pause_directive(&self, directive_id: Uuid) -> Result<(), EngineError> {
let directive = repository::get_directive(&self.pool, directive_id)
.await?
.ok_or(EngineError::DirectiveNotFound(directive_id))?;
if directive.status != "active" {
return Err(EngineError::InvalidStateTransition {
from: directive.status,
to: "paused".to_string(),
});
}
repository::update_directive_status(&self.pool, directive_id, "paused").await?;
self.emit_event(EngineEvent::DirectiveStatusChanged {
directive_id,
old_status: "active".to_string(),
new_status: "paused".to_string(),
});
Ok(())
}
/// Resume a paused directive.
pub async fn resume_directive(&self, directive_id: Uuid) -> Result<(), EngineError> {
let directive = repository::get_directive(&self.pool, directive_id)
.await?
.ok_or(EngineError::DirectiveNotFound(directive_id))?;
if directive.status != "paused" {
return Err(EngineError::InvalidStateTransition {
from: directive.status,
to: "active".to_string(),
});
}
repository::update_directive_status(&self.pool, directive_id, "active").await?;
self.emit_event(EngineEvent::DirectiveStatusChanged {
directive_id,
old_status: "paused".to_string(),
new_status: "active".to_string(),
});
// Continue execution
self.advance_chain(directive_id).await?;
Ok(())
}
/// Stop a directive (cannot be resumed).
pub async fn stop_directive(&self, directive_id: Uuid) -> Result<(), EngineError> {
let directive = repository::get_directive(&self.pool, directive_id)
.await?
.ok_or(EngineError::DirectiveNotFound(directive_id))?;
if directive.status == "completed" || directive.status == "failed" {
return Err(EngineError::InvalidStateTransition {
from: directive.status,
to: "failed".to_string(),
});
}
repository::update_directive_status(&self.pool, directive_id, "failed").await?;
self.emit_event(EngineEvent::DirectiveStatusChanged {
directive_id,
old_status: directive.status,
new_status: "failed".to_string(),
});
Ok(())
}
// ========================================================================
// Chain Management
// ========================================================================
/// Generate initial chain from directive.
async fn generate_initial_chain(
&self,
directive: &Directive,
) -> Result<GeneratedChain, EngineError> {
// Build planning prompt
let _prompt = self.planner.build_planning_prompt(directive);
// TODO: Call LLM to generate chain
// For now, return a simple placeholder chain
let chain = GeneratedChain {
name: format!("{}-chain", directive.title.to_lowercase().replace(' ', "-")),
description: format!("Execution plan for: {}", directive.goal),
steps: vec![
super::planner::GeneratedStep {
name: "research".to_string(),
step_type: "research".to_string(),
description: "Research and understand the requirements".to_string(),
depends_on: vec![],
requirement_ids: vec![],
contract_template: None,
},
super::planner::GeneratedStep {
name: "implement".to_string(),
step_type: "implement".to_string(),
description: "Implement the solution".to_string(),
depends_on: vec!["research".to_string()],
requirement_ids: vec![],
contract_template: None,
},
super::planner::GeneratedStep {
name: "test".to_string(),
step_type: "test".to_string(),
description: "Test and verify the implementation".to_string(),
depends_on: vec!["implement".to_string()],
requirement_ids: vec![],
contract_template: None,
},
],
};
// Validate the chain
self.planner.validate_chain(&chain)?;
Ok(chain)
}
/// Create database steps from a generated chain.
async fn create_steps_from_chain(
&self,
chain_id: &Uuid,
chain: &GeneratedChain,
) -> Result<(), EngineError> {
// First pass: create all steps and build name-to-id map
let mut step_id_map: HashMap<String, Uuid> = HashMap::new();
// Get editor positions
let positions = self.planner.compute_editor_positions(chain);
for step in &chain.steps {
let (editor_x, editor_y) = positions
.get(&step.name)
.copied()
.unwrap_or((100.0, 100.0));
let task_plan = step
.contract_template
.as_ref()
.and_then(|t| t.tasks.first())
.map(|t| t.plan.clone())
.or_else(|| Some(step.description.clone()));
let request = AddStepRequest {
name: step.name.clone(),
description: Some(step.description.clone()),
step_type: Some(step.step_type.clone()),
contract_type: step.contract_template.as_ref().map(|t| t.contract_type.clone()),
initial_phase: Some("plan".to_string()),
task_plan,
phases: step.contract_template.as_ref().map(|t| t.phases.clone()),
depends_on: None, // Will update in second pass
parallel_group: None,
requirement_ids: Some(step.requirement_ids.clone()),
acceptance_criteria_ids: None,
verifier_config: None,
editor_x: Some(editor_x),
editor_y: Some(editor_y),
};
let db_step = repository::create_chain_step(&self.pool, *chain_id, request).await?;
step_id_map.insert(step.name.clone(), db_step.id);
}
// Second pass: update dependencies
for step in &chain.steps {
if step.depends_on.is_empty() {
continue;
}
let step_id = step_id_map.get(&step.name).unwrap();
let dep_ids: Vec<Uuid> = step
.depends_on
.iter()
.filter_map(|name| step_id_map.get(name))
.copied()
.collect();
// Update step with proper dependencies
let update = UpdateStepRequest {
name: None,
description: None,
task_plan: None,
depends_on: Some(dep_ids),
requirement_ids: None,
acceptance_criteria_ids: None,
verifier_config: None,
editor_x: None,
editor_y: None,
};
repository::update_chain_step(&self.pool, *step_id, update).await?;
}
Ok(())
}
/// Regenerate chain while preserving completed steps.
pub async fn regenerate_chain(
&self,
directive_id: Uuid,
reason: &str,
) -> Result<Uuid, EngineError> {
let directive = repository::get_directive(&self.pool, directive_id)
.await?
.ok_or(EngineError::DirectiveNotFound(directive_id))?;
let current_chain = repository::get_current_chain(&self.pool, directive_id)
.await?
.ok_or(EngineError::ChainNotFound(directive_id))?;
// Get completed and failed steps
let steps = repository::list_chain_steps(&self.pool, current_chain.id).await?;
let completed_steps: Vec<_> = steps.iter().filter(|s| s.status == "passed").collect();
let failed_step = steps.iter().find(|s| s.status == "failed");
// Build replan prompt
let _prompt = self.planner.build_replan_prompt(
&directive,
&completed_steps.iter().map(|s| (*s).clone()).collect::<Vec<_>>(),
failed_step.map(|s| &*s),
reason,
);
// TODO: Call LLM to regenerate chain
// For now, just create a new chain with similar structure
let new_chain = self.generate_initial_chain(&directive).await?;
// Supersede old chain
repository::supersede_chain(&self.pool, current_chain.id).await?;
// Create new chain
let db_chain = repository::create_directive_chain(
&self.pool,
directive_id,
&new_chain.name,
Some(&new_chain.description),
Some(reason), // rationale
None, // planning_model
)
.await?;
// Create steps
self.create_steps_from_chain(&db_chain.id, &new_chain).await?;
self.emit_event(EngineEvent::ChainRegenerated {
directive_id,
old_chain_id: current_chain.id,
new_chain_id: db_chain.id,
});
// Continue execution
self.advance_chain(directive_id).await?;
Ok(db_chain.id)
}
// ========================================================================
// Step Execution
// ========================================================================
/// Advance chain execution: find ready steps and start them.
pub async fn advance_chain(&self, directive_id: Uuid) -> Result<(), EngineError> {
let directive = repository::get_directive(&self.pool, directive_id)
.await?
.ok_or(EngineError::DirectiveNotFound(directive_id))?;
// Check if directive is active
if directive.status == "paused" {
return Err(EngineError::DirectivePaused);
}
if directive.status != "active" {
return Ok(()); // Not an error, just nothing to do
}
// Check circuit breakers
self.check_circuit_breakers(&directive).await?;
// Get current chain
let chain = repository::get_current_chain(&self.pool, directive_id)
.await?
.ok_or(EngineError::ChainNotFound(directive_id))?;
// Find ready steps (dependencies met, status=pending)
let ready_steps = repository::find_ready_steps(&self.pool, chain.id).await?;
// Start each ready step
for step in ready_steps {
self.start_step(&directive, &step).await?;
}
// Check if chain is complete
let all_steps = repository::list_chain_steps(&self.pool, chain.id).await?;
let all_passed = all_steps.iter().all(|s| s.status == "passed" || s.status == "skipped");
let any_blocked = all_steps.iter().any(|s| s.status == "blocked" || s.status == "failed");
if all_passed && !all_steps.is_empty() {
// Complete the directive
self.complete_directive(directive_id).await?;
} else if any_blocked {
// Check if we should regenerate or fail
let failed_count = all_steps.iter().filter(|s| s.status == "failed").count();
if failed_count > 3 {
// Too many failures, fail the directive
repository::update_directive_status(&self.pool, directive_id, "failed").await?;
}
}
Ok(())
}
/// Start a step by creating its contract and supervisor task.
async fn start_step(&self, directive: &Directive, step: &ChainStep) -> Result<(), EngineError> {
// Update step status to ready
repository::update_step_status(&self.pool, step.id, "ready").await?;
self.emit_event(EngineEvent::StepStatusChanged {
directive_id: directive.id,
step_id: step.id,
old_status: "pending".to_string(),
new_status: "ready".to_string(),
});
// Get contract details from step template
let (_name, _description, _contract_type, _initial_phase) =
self.get_contract_details(directive, step);
// TODO: Actually create the contract via the contracts handler
// For now, just update the step status to running
// In a full implementation, this would:
// 1. Create contract via POST /api/v1/contracts
// 2. Create supervisor task via POST /api/v1/tasks
// 3. Link contract and task to step
// 4. Update step status to running
// Placeholder: mark step as running
repository::update_step_status(&self.pool, step.id, "running").await?;
self.emit_event(EngineEvent::StepStatusChanged {
directive_id: directive.id,
step_id: step.id,
old_status: "ready".to_string(),
new_status: "running".to_string(),
});
self.emit_directive_event(
directive.id,
"step_started",
"info",
serde_json::json!({
"step_id": step.id,
"step_name": step.name,
}),
"system",
)
.await?;
Ok(())
}
/// Build contract details from a step.
/// Returns (name, description, contract_type, initial_phase)
fn get_contract_details(
&self,
directive: &Directive,
step: &ChainStep,
) -> (String, Option<String>, String, String) {
let name = format!("{} - {}", directive.title, step.name);
let description = step.description.clone();
let contract_type = step.contract_type.clone();
let initial_phase = step.initial_phase.clone().unwrap_or_else(|| "plan".to_string());
(name, description, contract_type, initial_phase)
}
// ========================================================================
// Evaluation
// ========================================================================
/// Handle contract completion: evaluate the step.
pub async fn on_contract_completed(
&self,
contract_id: Uuid,
) -> Result<(), EngineError> {
// Find the step for this contract
let step = repository::get_step_by_contract_id(&self.pool, contract_id)
.await?
.ok_or(EngineError::StepNotFound(contract_id))?;
// Get directive
let chain = repository::get_directive_chain(&self.pool, step.chain_id)
.await?
.ok_or(EngineError::ChainNotFound(step.chain_id))?;
let directive = repository::get_directive(&self.pool, chain.directive_id)
.await?
.ok_or(EngineError::DirectiveNotFound(chain.directive_id))?;
// Update step status to evaluating
repository::update_step_status(&self.pool, step.id, "evaluating").await?;
self.emit_event(EngineEvent::StepStatusChanged {
directive_id: directive.id,
step_id: step.id,
old_status: "running".to_string(),
new_status: "evaluating".to_string(),
});
// Run evaluation
let result = self.evaluate_step(&directive, &step).await?;
// Record evaluation
let programmatic_results = result
.verifier_results
.iter()
.filter(|r| r.verifier_type != super::verifier::VerifierType::Llm)
.map(|r| serde_json::to_value(r).unwrap_or(serde_json::Value::Null))
.collect::<Vec<_>>();
let llm_results = result
.verifier_results
.iter()
.filter(|r| r.verifier_type == super::verifier::VerifierType::Llm)
.map(|r| serde_json::to_value(r).unwrap_or(serde_json::Value::Null))
.collect::<Vec<_>>();
// Get chain_id from step
let chain_id = step.chain_id;
let _evaluation = repository::create_directive_evaluation(
&self.pool,
directive.id,
Some(chain_id),
Some(step.id),
step.contract_id,
"composite",
Some("orchestration_engine"),
result.passed,
Some(result.composite_score),
Some(result.confidence_level.as_str()),
serde_json::Value::Array(programmatic_results),
serde_json::Value::Array(llm_results),
serde_json::Value::Null, // criteria_results
&result.summary,
result.rework_instructions.as_deref(),
)
.await?;
// Update step based on result
let new_status = match result.confidence_level {
ConfidenceLevel::Green => "passed",
ConfidenceLevel::Yellow => {
// Check autonomy level
if directive.autonomy_level == "full_auto" {
"passed" // Accept yellow in full auto mode
} else {
// Create approval request
self.request_approval(
&directive,
&step,
"step_review",
&format!(
"Step '{}' completed with yellow confidence ({:.0}%). Review required.",
step.name,
result.composite_score * 100.0
),
)
.await?;
"evaluating" // Wait for approval
}
}
ConfidenceLevel::Red => {
// Initiate rework
self.initiate_rework(&directive, &step, &result).await?;
"rework"
}
};
repository::update_step_status(&self.pool, step.id, new_status).await?;
repository::update_step_confidence(
&self.pool,
step.id,
result.composite_score,
result.confidence_level.as_str(),
result.id,
)
.await?;
self.emit_event(EngineEvent::EvaluationCompleted {
directive_id: directive.id,
step_id: step.id,
passed: result.passed,
confidence_level: result.confidence_level,
});
// If passed, continue chain execution
if new_status == "passed" {
self.advance_chain(directive.id).await?;
}
Ok(())
}
/// Evaluate a step using tiered verification.
async fn evaluate_step(
&self,
directive: &Directive,
step: &ChainStep,
) -> Result<EvaluationResult, EngineError> {
// Get repository path
let repo_path = directive
.local_path
.as_ref()
.map(std::path::PathBuf::from)
.unwrap_or_else(|| std::path::PathBuf::from("."));
// Auto-detect verifiers
let verifiers = auto_detect_verifiers(&repo_path).await;
// Build verification context
let context = VerificationContext {
step_id: step.id,
contract_id: step.contract_id,
modified_files: vec![], // TODO: Get from contract/git
step_description: step.description.clone().unwrap_or_default(),
acceptance_criteria: vec![], // TODO: Get from directive
directive_context: directive.goal.clone(),
};
// Run composite evaluation
let evaluator = CompositeEvaluator::new(verifiers)
.with_thresholds(
directive.confidence_threshold_green,
directive.confidence_threshold_yellow,
);
Ok(evaluator.evaluate(&repo_path, &context).await)
}
/// Initiate rework for a failed step.
async fn initiate_rework(
&self,
directive: &Directive,
step: &ChainStep,
result: &EvaluationResult,
) -> Result<(), EngineError> {
// Increment rework count
let updated_step = repository::increment_step_rework_count(&self.pool, step.id).await?;
// Check rework limit
let max_rework = directive.max_rework_cycles.unwrap_or(3);
if updated_step.rework_count >= max_rework {
// Too many rework attempts, mark as blocked
repository::update_step_status(&self.pool, step.id, "blocked").await?;
self.emit_directive_event(
directive.id,
"step_blocked",
"warning",
serde_json::json!({
"step_id": step.id,
"step_name": step.name,
"reason": "Max rework attempts reached",
}),
"system",
)
.await?;
return Ok(());
}
// Log rework event
self.emit_directive_event(
directive.id,
"step_rework",
"info",
serde_json::json!({
"step_id": step.id,
"step_name": step.name,
"rework_count": updated_step.rework_count,
"instructions": result.rework_instructions,
}),
"system",
)
.await?;
// TODO: Send rework instructions to supervisor task
// This would involve:
// 1. Reset contract phase to 'plan'
// 2. Send message to supervisor with rework instructions
// 3. Update step status to 'running'
Ok(())
}
/// Request human approval for a step.
async fn request_approval(
&self,
directive: &Directive,
step: &ChainStep,
approval_type: &str,
description: &str,
) -> Result<Uuid, EngineError> {
let context = serde_json::json!({
"step_id": step.id,
"step_name": step.name,
"confidence_score": step.confidence_score,
});
let approval = repository::create_approval_request(
&self.pool,
directive.id,
Some(step.id),
approval_type,
description,
Some(context),
"medium",
None, // expires_at
)
.await?;
self.emit_event(EngineEvent::ApprovalRequired {
directive_id: directive.id,
approval_id: approval.id,
approval_type: approval_type.to_string(),
});
Ok(approval.id)
}
/// Handle approval resolution.
pub async fn on_approval_resolved(
&self,
approval_id: Uuid,
approved: bool,
responded_by: Uuid,
) -> Result<(), EngineError> {
let status = if approved { "approved" } else { "denied" };
let approval = repository::resolve_approval(
&self.pool,
approval_id,
status,
None,
responded_by,
)
.await?;
if let Some(step_id) = approval.step_id {
let step = repository::get_chain_step(&self.pool, step_id)
.await?
.ok_or(EngineError::StepNotFound(step_id))?;
let chain = repository::get_directive_chain(&self.pool, step.chain_id)
.await?
.ok_or(EngineError::ChainNotFound(step.chain_id))?;
if approved {
// Mark step as passed and continue
repository::update_step_status(&self.pool, step_id, "passed").await?;
self.advance_chain(chain.directive_id).await?;
} else {
// Mark step as failed/blocked
repository::update_step_status(&self.pool, step_id, "blocked").await?;
}
}
Ok(())
}
// ========================================================================
// Circuit Breakers
// ========================================================================
/// Check circuit breakers for a directive.
async fn check_circuit_breakers(&self, directive: &Directive) -> Result<(), EngineError> {
// Check cost limit
if let Some(max_cost) = directive.max_total_cost_usd {
let current_cost = directive.total_cost_usd;
if current_cost >= max_cost {
return Err(EngineError::CircuitBreaker(format!(
"Cost limit exceeded: ${:.2} >= ${:.2}",
current_cost, max_cost
)));
}
}
// Check time limit (stored in minutes)
if let Some(max_minutes) = directive.max_wall_time_minutes {
if let Some(started_at) = directive.started_at {
let elapsed = chrono::Utc::now().signed_duration_since(started_at);
let elapsed_minutes = elapsed.num_minutes();
if elapsed_minutes >= max_minutes as i64 {
return Err(EngineError::CircuitBreaker(format!(
"Time limit exceeded: {} min >= {} min",
elapsed_minutes, max_minutes
)));
}
}
}
// Check chain generation limit
if let Some(max_gen) = directive.max_chain_regenerations {
let current_gen = directive.chain_generation_count;
if current_gen >= max_gen {
return Err(EngineError::CircuitBreaker(format!(
"Chain generation limit exceeded: {} >= {}",
current_gen, max_gen
)));
}
}
Ok(())
}
// ========================================================================
// Completion
// ========================================================================
/// Complete a directive after all steps pass.
async fn complete_directive(&self, directive_id: Uuid) -> Result<(), EngineError> {
// Run final evaluation (optional)
// TODO: LLM evaluation of overall directive completion
// Update directive status
repository::update_directive_status(&self.pool, directive_id, "completed").await?;
self.emit_event(EngineEvent::DirectiveStatusChanged {
directive_id,
old_status: "active".to_string(),
new_status: "completed".to_string(),
});
self.emit_directive_event(
directive_id,
"directive_completed",
"info",
serde_json::json!({}),
"system",
)
.await?;
Ok(())
}
// ========================================================================
// Event Logging
// ========================================================================
/// Emit a directive event to the database.
async fn emit_directive_event(
&self,
directive_id: Uuid,
event_type: &str,
severity: &str,
event_data: serde_json::Value,
actor_type: &str,
) -> Result<DirectiveEvent, EngineError> {
Ok(repository::emit_directive_event(
&self.pool,
directive_id,
None, // chain_id
None, // step_id
event_type,
severity,
Some(event_data),
actor_type,
None, // actor_id
)
.await?)
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test_confidence_level_decision() {
// Green confidence should pass in all modes
assert_eq!(ConfidenceLevel::Green.as_str(), "green");
// Yellow confidence behavior depends on autonomy level
assert_eq!(ConfidenceLevel::Yellow.as_str(), "yellow");
// Red confidence should always trigger rework
assert_eq!(ConfidenceLevel::Red.as_str(), "red");
}
}
