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44 changes: 40 additions & 4 deletions crates/core/src/observability/atif.rs
Original file line number Diff line number Diff line change
Expand Up @@ -520,7 +520,29 @@ fn anthropic_messages_content_message(output: &Json, content: &Json) -> Option<J
}

fn observation_content_value(value: &Json) -> Option<Json> {
(!value.is_null()).then(|| value.clone())
match value {
Json::String(_) => Some(value.clone()),
Json::Array(_) if is_atif_content_parts(value) => Some(value.clone()),
_ => None,
}
}

fn observation_extra(event: &Event, output: &Json) -> Json {
let mut extra = event_extra(event);
if let Some(tool_result) = observation_tool_result_extra(output)
&& let Json::Object(extra_object) = &mut extra
{
extra_object.insert("tool_result".to_string(), tool_result);
}
extra
}

fn observation_tool_result_extra(value: &Json) -> Option<Json> {
match value {
Json::Null | Json::String(_) => None,
Json::Array(_) if is_atif_content_parts(value) => None,
_ => Some(value.clone()),
}
}

fn is_atif_content_parts(value: &Json) -> bool {
Expand Down Expand Up @@ -2309,7 +2331,7 @@ impl StepConversionState {
source_call_id: source_call_id.clone(),
content: observation_content_value(output),
subagent_trajectory_ref: None,
extra: Some(event_extra(event)),
extra: Some(observation_extra(event, output)),
});
}

Expand Down Expand Up @@ -2652,15 +2674,29 @@ fn merge_observation_result(observation: &mut AtifObservation, mut result: AtifO
.get_or_insert_with(Vec::new)
.append(&mut refs);
}
if existing.extra.is_none() {
existing.extra = result.extra.take();
if let Some(extra) = result.extra.take() {
merge_observation_extra(&mut existing.extra, extra);
}
return;
}

observation.results.push(result);
}

fn merge_observation_extra(existing: &mut Option<Json>, incoming: Json) {
let Some(existing_extra) = existing.as_mut() else {
*existing = Some(incoming);
return;
};
let (Json::Object(existing_object), Json::Object(incoming_object)) = (existing_extra, incoming)
else {
return;
};
for (key, value) in incoming_object {
existing_object.entry(key).or_insert(value);
}
}

fn subagent_dispatch_arguments(child: &AgentScopeNode, event: &Event) -> Json {
let mut arguments = serde_json::Map::new();
arguments.insert("name".to_string(), Json::String(child.name.clone()));
Expand Down
105 changes: 87 additions & 18 deletions crates/core/tests/unit/atif_tests.rs
Original file line number Diff line number Diff line change
Expand Up @@ -385,10 +385,23 @@ fn assert_atif_message_value(value: &serde_json::Value) {
}

fn assert_atif_observation_content_value(value: &serde_json::Value) {
assert!(
!value.is_null(),
"ATIF observation content must not be null"
);
if value.is_string() {
return;
}
if let Some(parts) = value.as_array()
&& parts.iter().all(is_atif_content_part)
{
return;
}
panic!("ATIF observation content must be a string or content-part array: {value}");
}

fn assert_structured_observation_result_extra(
result: &AtifObservationResult,
expected: serde_json::Value,
) {
assert_eq!(result.content, None);
assert_eq!(result.extra.as_ref().unwrap()["tool_result"], expected);
}

fn is_atif_content_part(part: &serde_json::Value) -> bool {
Expand Down Expand Up @@ -475,10 +488,7 @@ fn test_exporter_tool_lifecycle() {
let obs = step1.observation.as_ref().unwrap();
assert_eq!(obs.results.len(), 1);
assert_eq!(obs.results[0].source_call_id, None);
assert_eq!(
obs.results[0].content,
Some(json!({"results": ["result1"]}))
);
assert_structured_observation_result_extra(&obs.results[0], json!({"results": ["result1"]}));
assert_eq!(
obs.results[0].extra.as_ref().unwrap()["event_name"],
json!("web_search")
Expand Down Expand Up @@ -515,6 +525,65 @@ fn test_exporter_omits_null_tool_observation_content() {
);
}

#[test]
fn test_exporter_moves_structured_tool_close_result_to_observation_extra() {
let exporter = AtifExporter::new("session-1".to_string(), make_agent_info());
let tool_uuid = Uuid::now_v7();
let close_result = json!({"status": "closed_by_turn_end"});

let end = event_builder(tool_uuid, EventType::End)
.name("terminal")
.scope_type(ScopeType::Tool)
.output(close_result.clone())
.tool_call_id("call_123")
.build();

{
let mut state = exporter.state.lock().unwrap();
state.events.push(end);
}

let trajectory = exporter.export().unwrap();
assert_atif_v17_shape(&trajectory);

let result = &trajectory.steps[0].observation.as_ref().unwrap().results[0];
assert_eq!(result.content, None);
assert_eq!(result.extra.as_ref().unwrap()["tool_result"], close_result);

let exported = serde_json::to_value(&trajectory).unwrap();
let content = exported["steps"][0]["observation"]["results"][0].get("content");
assert!(content.is_none());
}

#[test]
fn test_exporter_preserves_tool_content_part_array_observation_content() {
let exporter = AtifExporter::new("session-1".to_string(), make_agent_info());
let tool_uuid = Uuid::now_v7();
let content_parts = json!([
{"type": "text", "text": "screenshot captured"},
{"type": "image", "source": {"media_type": "image/png", "path": "artifacts/screenshot.png"}},
]);

let end = event_builder(tool_uuid, EventType::End)
.name("screenshot")
.scope_type(ScopeType::Tool)
.output(content_parts.clone())
.tool_call_id("call_123")
.build();

{
let mut state = exporter.state.lock().unwrap();
state.events.push(end);
}

let trajectory = exporter.export().unwrap();
assert_atif_v17_shape(&trajectory);

let result = &trajectory.steps[0].observation.as_ref().unwrap().results[0];
assert_eq!(result.content, Some(content_parts));
assert!(result.extra.as_ref().unwrap().get("tool_result").is_none());
}

#[test]
fn test_exporter_llm_lifecycle() {
let exporter = AtifExporter::new("session-1".to_string(), make_agent_info());
Expand Down Expand Up @@ -894,9 +963,9 @@ fn test_exporter_anthropic_messages_lifecycle_promotes_tool_use_blocks() {
observation.results[0].source_call_id.as_deref(),
Some("toolu_01")
);
assert_eq!(
observation.results[0].content,
Some(json!({"matches": ["README.md"]}))
assert_structured_observation_result_extra(
&observation.results[0],
json!({"matches": ["README.md"]}),
);
}

Expand Down Expand Up @@ -1140,7 +1209,7 @@ fn test_exporter_openai_responses_function_calls_promoted_and_correlated() {

let result = &agent_step.observation.as_ref().unwrap().results[0];
assert_eq!(result.source_call_id.as_deref(), Some("call_terminal_1"));
assert_eq!(result.content, Some(json!({"stdout": "/workspace"})));
assert_structured_observation_result_extra(result, json!({"stdout": "/workspace"}));
}

#[test]
Expand Down Expand Up @@ -1301,9 +1370,9 @@ fn test_exporter_hermes_wrapper_payload_is_atif_v17_compatible() {
observation.results[0].source_call_id,
Some("call_terminal_1".to_string())
);
assert_eq!(
observation.results[0].content,
Some(json!({"stdout": "hi", "exit_code": 0}))
assert_structured_observation_result_extra(
&observation.results[0],
json!({"stdout": "hi", "exit_code": 0}),
);
}

Expand Down Expand Up @@ -1679,7 +1748,7 @@ fn test_exporter_attaches_subagent_ref_to_delegating_tool_observation() {

let result = &agent_step.observation.as_ref().unwrap().results[0];
assert_eq!(result.source_call_id.as_deref(), Some("call_delegate"));
assert_eq!(result.content, Some(json!({"status": "launched"})));
assert_structured_observation_result_extra(result, json!({"status": "launched"}));
let refs = result.subagent_trajectory_ref.as_ref().unwrap();
assert_eq!(refs[0].trajectory_id, Some(child_uuid.to_string()));
assert_eq!(refs[0].session_id, Some("child-session".to_string()));
Expand Down Expand Up @@ -1792,7 +1861,7 @@ fn test_exporter_synthesizes_tool_call_for_active_subagent_dispatch() {
result.source_call_id.as_deref(),
Some(tool_call_id.as_str())
);
assert_eq!(result.content, Some(json!({"status": "completed"})));
assert_structured_observation_result_extra(result, json!({"status": "completed"}));
let refs = result.subagent_trajectory_ref.as_ref().unwrap();
assert_eq!(refs[0].trajectory_id, Some(child_uuid.to_string()));
assert_eq!(refs[0].session_id, Some("child-session".to_string()));
Expand Down Expand Up @@ -2982,7 +3051,7 @@ fn test_exporter_correlates_hermes_style_tool_outputs_before_llm_calls() {
observation.results[0].source_call_id,
Some(source_call_id.to_string())
);
assert_eq!(observation.results[0].content, Some(content));
assert_structured_observation_result_extra(&observation.results[0], content);
}

assert!(!trajectory.steps.iter().any(|step| {
Expand Down
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