diff --git a/crates/op-host-services/src/chat_agent_loop.rs b/crates/op-host-services/src/chat_agent_loop.rs
index bd3876ff5..58c587a7a 100644
--- a/crates/op-host-services/src/chat_agent_loop.rs
+++ b/crates/op-host-services/src/chat_agent_loop.rs
@@ -306,7 +306,8 @@ async fn report_quality_credential(
     quality: &QualitySummary,
     remaining: usize,
 ) {
-    if let Some(line) = crate::quality_credential::quality_credential_line(quality, Some(remaining))
+    if let Some(line) =
+        crate::quality_credential::quality_credential_line_with_records(quality, Some(remaining))
     {
         let _ = tx.send(ChatDelta::TextDelta(line)).await;
     }
diff --git a/crates/op-host-services/src/chat_agent_loop_tests.rs b/crates/op-host-services/src/chat_agent_loop_tests.rs
index a0c05506b..162eefca0 100644
--- a/crates/op-host-services/src/chat_agent_loop_tests.rs
+++ b/crates/op-host-services/src/chat_agent_loop_tests.rs
@@ -121,6 +121,8 @@ impl ScriptedExecutor {
                     .iter()
                     .map(|(c, n)| ((*c).to_string(), *n))
                     .collect(),
+                records: Vec::new(),
+                notes: Vec::new(),
             });
         self
     }
diff --git a/crates/op-host-services/src/web_chat_standard_events.rs b/crates/op-host-services/src/web_chat_standard_events.rs
index 0a628e9be..4d89d2a98 100644
--- a/crates/op-host-services/src/web_chat_standard_events.rs
+++ b/crates/op-host-services/src/web_chat_standard_events.rs
@@ -110,11 +110,21 @@ pub(super) fn progress_label(p: &Progress) -> String {
         // The classic path's quality credential. `remaining` is `None` on
         // purpose: the promise-delivery check runs later in the pipeline, so
         // claiming anything about leftover work here would be a guess.
-        Progress::QualityChecked { checks, repairs } => {
-            crate::quality_credential::quality_credential_line(
+        Progress::QualityChecked {
+            checks,
+            repairs,
+            records,
+            notes,
+        } => {
+            // `_with_records`: this label is the web host's ONLY channel to
+            // the user, and it lands in the thinking stream where `▸`
+            // sub-lines become the credential step's expandable detail.
+            crate::quality_credential::quality_credential_line_with_records(
                 &op_ai::chat_provider::QualitySummary {
                     checks: checks.clone(),
                     repairs: repairs.clone(),
+                    records: records.clone(),
+                    notes: notes.clone(),
                 },
                 None,
             )
diff --git a/crates/op-orchestrator/src/types.rs b/crates/op-orchestrator/src/types.rs
index 809347283..e560ba693 100644
--- a/crates/op-orchestrator/src/types.rs
+++ b/crates/op-orchestrator/src/types.rs
@@ -423,6 +423,16 @@ pub enum Progress {
         /// `(check family, document edits applied)` for families that
         /// repaired something.
         repairs: Vec<(String, usize)>,
+        /// One already-rendered line per applied edit, in application order
+        /// (`crate::repair_record::RepairRecord::line`). The itemized half of
+        /// the same tally `repairs` counts — see `RepairSummary`, where both
+        /// are derived from one list so they cannot disagree.
+        records: Vec<String>,
+        /// Statements about the run that are not edits — today, the
+        /// deliberate skip of a whole pass tier for authored template input
+        /// (`crate::repair_tier`). Never counted as repairs; rendered ahead
+        /// of them, because "this was not run" outranks "this was".
+        notes: Vec<String>,
     },
     // ── S3c: Vision-validation progress variants ─────────────────────────────
     /// 视觉校验阶段开始(pre-validation 将在此之后立即运行)。