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zesdex/apps/infrastructure/src/subagent/engine.rs
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//! Subagent engine — runs an LLM-powered agent with tool execution loop.
//!
//! Flow: construct system message → call LLM → parse tool calls → execute
//! tools → continue until the model returns a final text response (no more
//! tool calls) or the iteration limit is reached.
//!
//! Progress reporting: when a `TurnEvent` queue is available via the
//! `ToolCtx`, the engine emits `AgentProgress` events so the TUI can show
//! which tool the subagent is currently executing.
use anyhow::Result;
use tracing::{debug, info, instrument};
use crate::llm::provider::LlmClient;
use crate::subagent::context::SubagentContext;
use crate::subagent::division::{tools_for, AccessTier};
use crate::tools::{tool_defs, ToolCtx};
use zesdex_domain::agent::progress::AgentProgress;
use zesdex_domain::core::tool_call::sanitize_tool_arguments;
use zesdex_domain::core::ChatMessage;
use zesdex_domain::subagent_directive;
/// Maximum number of tool-call iterations before the engine gives up.
const MAX_ITERATIONS: u32 = 25;
/// Emit an `AgentProgress` event onto the turn-event queue, if one is
/// configured in the `ToolCtx`.
fn report_progress(tool_ctx: &ToolCtx, progress: AgentProgress) {
if let Some(ref queue) = tool_ctx.turn_events {
if let Ok(mut q) = queue.lock() {
q.push_back(zesdex_domain::agent::TurnEvent::AgentProgress(progress));
}
}
}
/// Build the system message for a subagent, including current working
/// directory and workspace root information.
fn build_system_message(directive: &str, tool_ctx: &ToolCtx) -> ChatMessage {
let cwd = std::env::current_dir()
.map(|p| p.to_string_lossy().to_string())
.unwrap_or_else(|_| "unknown".to_string());
let ws_root = tool_ctx
.workspaces
.first()
.map(|p| p.to_string_lossy().to_string())
.unwrap_or_else(|| cwd.clone());
ChatMessage::system(subagent_directive(directive, &cwd, &ws_root))
}
/// Run an agent with a directive, access tier, and tool context.
///
/// Flow:
/// 1. Resolve allowed tools for the given `access` tier.
/// 2. Build a system prompt from the directive using the domain prompt module.
/// 3. Loop (up to `MAX_ITERATIONS`):
/// a. Call the LLM (non-streaming) with accumulated messages + tool defs.
/// b. If the response has no tool calls → return the text content.
/// c. Otherwise execute each tool call and append the result as a
/// tool-role message.
/// d. If the response also contained text, append an assistant message.
/// 4. If the loop exits naturally, return the iteration-limit message.
///
/// Progress: each tool invocation is reported via `AgentProgress` if a
/// turn-event queue is available in the `ToolCtx`.
#[instrument(skip(ctx, tool_ctx))]
pub async fn run_agent(
ctx: SubagentContext,
directive: &str,
access: AccessTier,
tool_ctx: ToolCtx,
) -> Result<String> {
info!("Subagent starting with directive: {directive}");
let tools = tools_for(&access);
let defs = tool_defs(&tools);
let sys_msg = build_system_message(directive, &tool_ctx);
let mut messages = vec![sys_msg];
let client = LlmClient::new(
ctx.api_key.clone(),
ctx.model.clone(),
Some(ctx.base_url.clone()),
);
// Limited iteration loop so we don't run forever
for iteration in 0..MAX_ITERATIONS {
use zesdex_application::ports::ProviderService;
let (response_msg, _usage) = client
.chat(&messages, Some(defs.clone()), Some(4096), None)
.await?;
let content = response_msg.content.clone().unwrap_or_default();
let tool_calls = response_msg.tool_calls.unwrap_or_default();
// If no tool calls, we're done — return content
if tool_calls.is_empty() {
info!("Subagent completed after {iteration} iterations");
report_progress(
&tool_ctx,
AgentProgress::completed("subagent", directive),
);
return Ok(content);
}
// Execute tool calls
for tc in &tool_calls {
let tool_name = &tc.function.name;
let args = sanitize_tool_arguments(&tc.function.arguments);
debug!("Subagent executing tool: {tool_name}");
report_progress(
&tool_ctx,
AgentProgress::running(
"subagent",
format!("{}:{}", directive, tool_name),
Some(tool_name.clone()),
),
);
let result =
if let Some(tool) = tools.iter().find(|t| t.name() == tool_name) {
match tool.run(&tool_ctx, &args) {
Ok(output) => output,
Err(e) => format!("Error: {e}"),
}
} else {
format!("Unknown tool: {tool_name}")
};
messages.push(ChatMessage::tool(tc.id.clone(), result));
}
// Add assistant response if there was text content
if !content.is_empty() {
messages.push(ChatMessage::assistant(Some(content)));
}
}
info!("Subagent reached iteration limit ({MAX_ITERATIONS})");
report_progress(
&tool_ctx,
AgentProgress::failed(
"subagent",
directive,
format!("iteration limit ({MAX_ITERATIONS})"),
),
);
Ok(format!("Subagent reached iteration limit ({MAX_ITERATIONS})"))
}