///|
pub(all) struct AgentConfig {
max_tool_rounds : Int
temperature : Double?
max_output_tokens : Int?
tool_choice : ToolChoice?
reasoning_effort : ReasoningEffort?
model_context_window : Int?
}
///|
pub fn AgentConfig::to_chat_options(self : AgentConfig) -> ChatOptions {
{
temperature: self.temperature,
max_output_tokens: self.max_output_tokens,
tool_choice: self.tool_choice,
reasoning_effort: self.reasoning_effort,
}
}
///|
/// Internal routing table: tool name → owning provider. Built during Agent::new.
struct ToolRouting {
tool_map : Map[String, &ToolProvider]
providers : Array[&ToolProvider]
}
///|
fn safe_error_label(value : String) -> String {
let chars : Array[Char] = []
let mut truncated = false
for char in value {
if chars.length() >= 64 {
truncated = true
break
}
match char {
'\n' | '\r' => chars.push(' ')
other => chars.push(other)
}
}
let label = String::from_array(chars)
if truncated {
label + "...(truncated)"
} else {
label
}
}
///|
fn agent_snapshot_json(value : Json) -> Json {
match value {
Json::Array(items) => Json::array(items.map(agent_snapshot_json))
Json::Object(fields) => {
let snapshot : Map[String, Json] = Map::from_array([])
for key in fields.keys() {
snapshot[key] = agent_snapshot_json(fields[key])
}
Json::object(snapshot)
}
scalar => scalar
}
}
///|
fn agent_snapshot_tool_call(call : ToolCall) -> ToolCall {
{
id: call.id,
name: call.name,
arguments: agent_snapshot_json(call.arguments),
}
}
///|
fn agent_snapshot_message(message : Message) -> Message {
{
role: message.role,
content: message.content.copy(),
tool_calls: message.tool_calls.map(agent_snapshot_tool_call),
tool_call_id: message.tool_call_id,
name: message.name,
reasoning_content: message.reasoning_content,
}
}
///|
fn agent_snapshot_messages(messages : Array[Message]) -> Array[Message] {
messages.map(agent_snapshot_message)
}
///|
fn agent_snapshot_metadata(metadata : Map[String, Json]) -> Map[String, Json] {
let snapshot : Map[String, Json] = Map::from_array([])
for key in metadata.keys() {
snapshot[key] = agent_snapshot_json(metadata[key])
}
snapshot
}
///|
fn agent_snapshot_session(
messages : Array[Message],
metadata : Map[String, Json],
) -> Session {
{
messages: agent_snapshot_messages(messages),
metadata: agent_snapshot_metadata(metadata),
}
}
///|
fn agent_snapshot_tool_result(result : ToolResult) -> ToolResult {
{
content: result.content,
structured: match result.structured {
Some(value) => Some(agent_snapshot_json(value))
None => None
},
is_error: result.is_error,
}
}
///|
fn agent_snapshot_tool_def(tool : ToolDef) -> ToolDef {
{
name: tool.name,
description: tool.description,
input_schema: agent_snapshot_json(tool.input_schema),
metadata: match tool.metadata {
Some(value) => Some(agent_snapshot_json(value))
None => None
},
source: tool.source,
}
}
///|
fn agent_snapshot_model_response(response : ModelResponse) -> ModelResponse {
{
message: agent_snapshot_message(response.message),
tool_calls: response.tool_calls.map(agent_snapshot_tool_call),
finish_reason: response.finish_reason,
usage: response.usage,
reasoning_content: response.reasoning_content,
}
}
///|
fn agent_snapshot_turn_result(result : TurnResult) -> TurnResult {
{
message: agent_snapshot_message(result.message),
tool_results: result.tool_results.map(agent_snapshot_tool_result),
final_session_id: result.final_session_id,
}
}
///|
fn tool_provenance(tool : ToolDef) -> String {
match tool.source {
Some(source) if source != "" =>
"ToolDef.source='\{safe_error_label(source)}'"
_ =>
"unlabeled provider declaring '\{safe_error_label(tool.name)}' (set ToolDef.source to a stable provider id)"
}
}
///|
/// Build the tool routing table. Raises CompositionError::ToolCollision on
/// the FIRST name collision (fail-fast), rather than last-wins. The
/// collision message identifies the tool name and a provenance hint for each
/// conflicting provider (ToolDef.source if present, else an actionable marker).
fn build_tool_routing(
tools : Array[&ToolProvider],
) -> ToolRouting raise CompositionError {
let tool_map : Map[String, &ToolProvider] = Map::from_array([])
let owner_source : Map[String, String] = Map::from_array([])
for provider in tools {
let tool_defs = provider.list_tools()
for tool in tool_defs {
let provenance = tool_provenance(tool)
if tool_map.contains(tool.name) {
// T06-B: fail-fast on collision. The error names the tool and both
// sources so the caller can locate the conflict without guessing.
let prev_source = match owner_source.get(tool.name) {
Some(s) => s
None => "(unknown)"
}
raise CompositionError::ToolCollision(
safe_error_label(tool.name),
"tool collision; first declaration: \{prev_source}; conflicting declaration: \{provenance}",
)
}
tool_map[tool.name] = provider
owner_source[tool.name] = provenance
}
}
{ tool_map, providers: tools }
}
///|
/// Agent — array-based composition: tools routed by name, hooks chained,
/// observers fan-out, compressors first-wins, sessions write-all/read-first.
pub(all) struct Agent {
model_port : &ModelPort
tool_routing : ToolRouting
pipeline_hook : &PipelineHook?
compressors : Array[&Compressor]
observers : Array[&Observer]
memories : Array[&MemoryPort]
sessions : Array[&SessionStore]
lifecycle : &Lifecycle?
config : AgentConfig
}
///|
/// Construct an Agent with array-based composition.
///
/// - `tools`: routed by tool name; a name collision RAISES
/// `CompositionError::ToolCollision` (fail-fast, not last-wins)
/// - `hooks`: chained in order (first runs first)
/// - `memory`: fan-out store/search
/// - `compressors`: first non-None wins
/// - `observers`: all receive every event
/// - `sessions`: write-all, read-first
pub fn Agent::new(
model_port : &ModelPort,
tools~ : Array[&ToolProvider],
hooks~ : Array[&PipelineHook],
memory~ : Array[&MemoryPort],
compressors~ : Array[&Compressor],
observers~ : Array[&Observer],
sessions~ : Array[&SessionStore],
lifecycle~ : &Lifecycle?,
config~ : AgentConfig,
) -> Agent raise CompositionError {
let tool_routing = build_tool_routing(tools)
let pipeline_hook : &PipelineHook? = match hooks.length() {
0 => None
1 => Some(hooks[0])
_ => Some(HookChain::{ hooks, })
}
{
model_port,
tool_routing,
pipeline_hook,
compressors,
observers,
memories: memory,
sessions,
lifecycle,
config,
}
}
///|
pub async fn Agent::shutdown(self : Agent) -> Unit {
match self.lifecycle {
// Lifecycle has no typed error channel today. Do not catch runtime
// failures here: cleanup failure must remain loud to the caller.
Some(lc) => lc.on_shutdown()
None => ()
}
}
///|
async fn call_hook(
hook : &PipelineHook,
stage : Stage,
) -> Result[Stage, HookError] raise AgentError {
hook.on_stage(stage) catch {
e => raise HookAborted(safe_error_label(e.to_string()))
}
}
///|
fn hook_error_category(error : HookError) -> String {
match error {
Aborted(_) => "HookError::Aborted"
Deferred(..) => "HookError::Deferred"
}
}
///|
fn agent_error_category(error : AgentError) -> String {
match error {
Model(_) => "AgentError::Model"
Session(_) => "AgentError::Session"
Runtime(_) => "AgentError::Runtime"
ToolLoopExceeded => "AgentError::ToolLoopExceeded"
HookAborted(_) => "AgentError::HookAborted"
}
}
///|
fn session_error_category(error : SessionError) -> String {
match error {
Load(_) => "SessionError::Load"
Save(_) => "SessionError::Save"
}
}
///|
fn contextualize_session_error(
error : SessionError,
session_id : String,
operation : String,
) -> AgentError {
let context = "session_id='\{safe_error_label(session_id)}', operation='\{operation}', category='\{session_error_category(error)}', cause='\{safe_error_label(error.to_string())}'"
Session(
match error {
Load(_) => Load(context)
Save(_) => Save(context)
},
)
}
///|
fn secondary_failure_event(
stage : String,
operation : String,
error_category : String,
) -> TurnEvent {
Custom(
source="posoco.core",
label="secondary_failure",
data=Json::object(
Map::from_array([
("stage", Json::string(stage)),
("operation", Json::string(operation)),
("error_category", Json::string(error_category)),
]),
),
)
}
///|
fn Agent::record_secondary_failure(
self : Agent,
stage : String,
operation : String,
error_category : String,
) -> Unit {
let event = secondary_failure_event(stage, operation, error_category)
self.emit_turn_event(event)
}
///|
async fn Agent::record_secondary_hook(
self : Agent,
hook : &PipelineHook,
stage : Stage,
stage_name : String,
) -> Unit {
let error_category : String? = try {
match hook.on_stage(stage) {
Ok(_) => None
Err(error) => Some(hook_error_category(error))
}
} catch {
_ => Some("UnhandledHookError")
}
match error_category {
Some(category) =>
self.record_secondary_failure(
stage_name, "PipelineHook.on_stage", category,
)
None => ()
}
}
///|
fn TurnEvent::tool_call_result(
call : ToolCall,
result : ToolResult,
) -> TurnEvent {
ToolCallResult(call~, result~, is_error=result.is_error)
}
///|
fn agent_snapshot_turn_event(event : TurnEvent) -> TurnEvent {
match event {
TurnStarted => TurnStarted
ToolCallPending(call) => ToolCallPending(agent_snapshot_tool_call(call))
ToolCallResult(call~, result~, ..) =>
TurnEvent::tool_call_result(
agent_snapshot_tool_call(call),
agent_snapshot_tool_result(result),
)
ModelResponseReceived(message~, usage~, reasoning_content~) =>
ModelResponseReceived(
message=agent_snapshot_message(message),
usage~,
reasoning_content~,
)
SessionRedirect(from~, to~, messages_before~, messages_after~) =>
SessionRedirect(from~, to~, messages_before~, messages_after~)
TurnCompleted => TurnCompleted
TurnFailed(reason) => TurnFailed(reason)
ToolCallDeferred(call~, reason~) =>
ToolCallDeferred(call=agent_snapshot_tool_call(call), reason~)
StreamChunkReceived(chunk~) => StreamChunkReceived(chunk~)
Custom(source~, label~, data~) =>
Custom(source~, label~, data=agent_snapshot_json(data))
}
}
///|
fn Agent::emit_turn_event(self : Agent, event : TurnEvent) -> Unit {
for observer in self.observers {
observer.on_event(agent_snapshot_turn_event(event))
}
}
///|
/// Run one full agent turn. Tool calls execute in parallel via @async.all.
pub async fn Agent::run_turn(
self : Agent,
input : Message,
session_id : String,
) -> TurnResult raise AgentError {
match self.pipeline_hook {
Some(hook) =>
match call_hook(hook, BeforeTurn) {
Ok(_) => ()
Err(error) => {
let primary = HookAborted(error.to_string())
self.record_secondary_hook(hook, TurnError(primary), "TurnError") catch {
_ =>
self.record_secondary_failure(
"TurnError", "PipelineHook.on_stage", "AsyncHookDiagnosticError",
)
}
raise primary
}
}
None => ()
}
self.emit_turn_event(TurnStarted)
let result = self.run_turn_inner(input, session_id) catch {
primary => {
match self.pipeline_hook {
Some(hook) =>
self.record_secondary_hook(hook, TurnError(primary), "TurnError") catch {
_ =>
self.record_secondary_failure(
"TurnError", "PipelineHook.on_stage", "AsyncHookDiagnosticError",
)
}
None => ()
}
let safe_reason = "turn failed: " + agent_error_category(primary)
self.emit_turn_event(TurnFailed(safe_reason))
raise primary
}
}
match self.pipeline_hook {
Some(hook) =>
self.record_secondary_hook(
hook,
AfterTurn(agent_snapshot_turn_result(result)),
"AfterTurn",
) catch {
_ =>
self.record_secondary_failure(
"AfterTurn", "PipelineHook.on_stage", "AsyncHookDiagnosticError",
)
}
None => ()
}
self.emit_turn_event(TurnCompleted)
result
}
///|
async fn Agent::run_turn_inner(
self : Agent,
input : Message,
session_id : String,
) -> TurnResult raise AgentError {
let session = match self.sessions {
[first, ..] =>
match first.load(session_id) {
Ok(s) => s
Err(error) =>
raise contextualize_session_error(error, session_id, "load")
}
[] =>
raise contextualize_session_error(
Load("no session store configured"),
session_id,
"load",
)
}
let mut current_session_id = session_id
let mut messages = agent_snapshot_messages(session.messages)
messages.push(agent_snapshot_message(input))
// T05 data-fidelity: carry loaded session metadata through the turn so the
// final save preserves unknown (user-owned) keys. Framework lineage keys
// (e.g. parent_session_id) are added by compression and must not be
// overwritten by the final save either.
let mut current_metadata = agent_snapshot_metadata(session.metadata)
let tools : Array[ToolDef] = []
for provider in self.tool_routing.providers {
let provider_tools = provider.list_tools()
for t in provider_tools {
tools.push(agent_snapshot_tool_def(t))
}
}
let mut tool_round = 0
let all_results : Array[ToolResult] = []
let mut resolution_required = false
let initial_msg = {
role: Assistant,
content: [],
tool_calls: [],
tool_call_id: None,
name: None,
reasoning_content: None,
}
let mut response = {
message: initial_msg,
tool_calls: [],
finish_reason: Stop,
usage: None,
reasoning_content: None,
}
while true {
let ctx = {
session_id: current_session_id,
model_context_window: self.config.model_context_window,
}
let mut compress_done = false
for comp in self.compressors {
if compress_done {
break
}
let action = comp.compress(agent_snapshot_messages(messages), ctx)
match action {
NewThread(
messages=msgs,
new_session_id=new_sid,
messages_before=before,
messages_after=after
) => {
let parent_id = current_session_id
let new_metadata = Map::from_array([
("parent_session_id", Json::string(parent_id)),
])
for store in self.sessions {
match
store.save(new_sid, agent_snapshot_session(msgs, new_metadata)) {
Ok(_) => ()
Err(error) =>
raise contextualize_session_error(
error, new_sid, "compression_new_thread_save",
)
}
}
self.emit_turn_event(
SessionRedirect(
from=parent_id,
to=new_sid,
messages_before=before,
messages_after=after,
),
)
current_session_id = new_sid
messages = agent_snapshot_messages(msgs)
// T05 lineage: the new thread starts with only the lineage key;
// user-owned metadata does not carry across a thread boundary
// (it belongs to the parent thread's persistence). The lineage
// key points to the parent, preserved through the final save.
current_metadata = agent_snapshot_metadata(new_metadata)
compress_done = true
}
Replace(msgs) => {
messages = agent_snapshot_messages(msgs)
compress_done = true
}
None => ()
}
}
match self.pipeline_hook {
Some(hook) =>
match call_hook(hook, BeforeModel(agent_snapshot_messages(messages))) {
Ok(BeforeModel(msgs)) => messages = agent_snapshot_messages(msgs)
Ok(_) => ()
Err(e) => raise HookAborted(e.to_string())
}
None => ()
}
response = self.model_port.chat_streaming(
agent_snapshot_messages(messages),
tools.map(agent_snapshot_tool_def),
self.config.to_chat_options(),
fn(chunk : StreamChunk) {
self.emit_turn_event(StreamChunkReceived(chunk~))
},
) catch {
e => {
let reason = e.to_string()
match self.pipeline_hook {
Some(hook) =>
self.record_secondary_hook(hook, ModelError(reason), "ModelError") catch {
_ =>
self.record_secondary_failure(
"ModelError", "PipelineHook.on_stage", "AsyncHookDiagnosticError",
)
}
None => ()
}
raise Model(reason)
}
}
response = agent_snapshot_model_response(response)
self.emit_turn_event(
ModelResponseReceived(
message=response.message,
usage=response.usage,
reasoning_content=response.reasoning_content,
),
)
match self.pipeline_hook {
Some(hook) =>
self.record_secondary_hook(
hook,
AfterModel(agent_snapshot_model_response(response)),
"AfterModel",
) catch {
_ =>
self.record_secondary_failure(
"AfterModel", "PipelineHook.on_stage", "AsyncHookDiagnosticError",
)
}
None => ()
}
messages.push(response.message)
if response.tool_calls.is_empty() {
break
}
tool_round = tool_round + 1
if tool_round > self.config.max_tool_rounds {
raise ToolLoopExceeded
}
let approved_calls : Array[ToolCall] = []
for tool_call in response.tool_calls {
self.emit_turn_event(ToolCallPending(tool_call))
let mut effective_call = tool_call
let mut skip_tool = false
match self.pipeline_hook {
Some(hook) =>
match
call_hook(
hook,
BeforeTool(agent_snapshot_tool_call(effective_call)),
) {
Ok(BeforeTool(tc)) => effective_call = agent_snapshot_tool_call(tc)
Ok(_) => ()
Err(Deferred(reason~)) => {
self.emit_turn_event(
ToolCallDeferred(call=effective_call, reason~),
)
let rejection = ToolResult::{
content: "Tool rejected (needs approval): " + reason,
structured: None,
is_error: true,
}
all_results.push(rejection)
messages.push(
build_tool_result_message(effective_call, rejection),
)
skip_tool = true
resolution_required = true
}
Err(Aborted(msg)) => raise HookAborted(msg)
}
None => ()
}
if skip_tool == false {
approved_calls.push(effective_call)
}
}
let mut exec_results : Array[Result[ToolResult, RuntimeError]] = []
if !approved_calls.is_empty() {
exec_results = @async.all(
approved_calls.map(fn(call) {
async fn() -> Result[ToolResult, RuntimeError] {
match self.tool_routing.tool_map.get(call.name) {
Some(provider) =>
Ok(
agent_snapshot_tool_result(
provider.execute(call.name, agent_snapshot_tool_call(call)),
),
) catch {
e => Err(e)
}
None =>
Err(
RuntimeError::UnknownTool(
"No provider for tool '\{call.name}'",
),
)
}
}
}),
) catch {
e =>
raise Runtime(
InvocationFailed(
"parallel tool execution failed: \{safe_error_label(e.to_string())}",
),
)
}
}
for i = 0; i < approved_calls.length(); i = i + 1 {
let call = approved_calls[i]
match exec_results[i] {
Ok(result) => {
// T06-A: the event's is_error MUST be derived from the ToolResult,
// not hardcoded. A provider may return Ok(is_error=true) to signal
// a business-level failure; that status must propagate to observers
// and match what is fed to the model.
self.emit_turn_event(TurnEvent::tool_call_result(call, result))
match self.pipeline_hook {
Some(hook) =>
self.record_secondary_hook(
hook,
AfterTool(
agent_snapshot_tool_call(call),
agent_snapshot_tool_result(result),
),
"AfterTool",
) catch {
_ =>
self.record_secondary_failure(
"AfterTool", "PipelineHook.on_stage", "AsyncHookDiagnosticError",
)
}
None => ()
}
all_results.push(result)
messages.push(build_tool_result_message(call, result))
}
Err(e) => {
let error_result = {
content: e.to_string(),
structured: None,
is_error: true,
}
self.emit_turn_event(TurnEvent::tool_call_result(call, error_result))
match self.pipeline_hook {
Some(hook) =>
self.record_secondary_hook(
hook,
ToolError(agent_snapshot_tool_call(call), e),
"ToolError",
) catch {
_ =>
self.record_secondary_failure(
"ToolError", "PipelineHook.on_stage", "AsyncHookDiagnosticError",
)
}
None => ()
}
all_results.push(error_result)
messages.push(build_tool_result_message(call, error_result))
}
}
}
if resolution_required {
break
}
}
// T05: final save uses the carried metadata, not a freshly-empty Map.
for store in self.sessions {
match
store.save(
current_session_id,
agent_snapshot_session(messages, current_metadata),
) {
Ok(_) => ()
Err(error) =>
raise contextualize_session_error(
error, current_session_id, "final_save",
)
}
}
let result = {
message: response.message,
tool_results: all_results,
final_session_id: current_session_id,
}
result
}