From 8a869f699088bacbcd3d01f967b2e5de77ba2752 Mon Sep 17 00:00:00 2001
From: iven <iven_h@qq.com>
Date: Sat, 11 Apr 2026 12:51:25 +0800
Subject: [PATCH] =?UTF-8?q?fix(reflection):=20=E9=99=8D=E4=BD=8E=E6=A8=A1?=
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- task/preference/lesson 累积: 5→3
- high-access memories: 3→2
- low-importance: >20 → >15
- 文案微调: "建议清理" → "可考虑清理"
---
 .../src-tauri/src/intelligence/reflection.rs  | 24 ++++++++++++++-----
 1 file changed, 18 insertions(+), 6 deletions(-)

diff --git a/desktop/src-tauri/src/intelligence/reflection.rs b/desktop/src-tauri/src/intelligence/reflection.rs
index fe7a5c0..be5172f 100644
--- a/desktop/src-tauri/src/intelligence/reflection.rs
+++ b/desktop/src-tauri/src/intelligence/reflection.rs
@@ -390,7 +390,7 @@ impl ReflectionEngine {
 
         // Pattern: Too many tasks accumulating
         let task_count = *type_counts.get("task").unwrap_or(&0);
-        if task_count >= 5 {
+        if task_count >= 3 {
             let evidence: Vec<String> = memories
                 .iter()
                 .filter(|m| m.memory_type == "task")
@@ -408,7 +408,7 @@ impl ReflectionEngine {
 
         // Pattern: Strong preference accumulation
         let pref_count = *type_counts.get("preference").unwrap_or(&0);
-        if pref_count >= 5 {
+        if pref_count >= 3 {
             let evidence: Vec<String> = memories
                 .iter()
                 .filter(|m| m.memory_type == "preference")
@@ -426,7 +426,7 @@ impl ReflectionEngine {
 
         // Pattern: Many lessons learned
         let lesson_count = *type_counts.get("lesson").unwrap_or(&0);
-        if lesson_count >= 5 {
+        if lesson_count >= 3 {
             let evidence: Vec<String> = memories
                 .iter()
                 .filter(|m| m.memory_type == "lesson")
@@ -447,7 +447,7 @@ impl ReflectionEngine {
             .iter()
             .filter(|m| m.access_count >= 5 && m.importance >= 7)
             .collect();
-        if high_access.len() >= 3 {
+        if high_access.len() >= 2 {
             let evidence: Vec<String> = high_access.iter().take(3).map(|m| m.content.clone()).collect();
 
             patterns.push(PatternObservation {
@@ -460,9 +460,9 @@ impl ReflectionEngine {
 
         // Pattern: Low-importance memories accumulating
         let low_importance_count = memories.iter().filter(|m| m.importance <= 3).count();
-        if low_importance_count > 20 {
+        if low_importance_count > 15 {
             patterns.push(PatternObservation {
-                observation: format!("有 {} 条低重要性记忆，建议清理", low_importance_count),
+                observation: format!("有 {} 条低重要性记忆，可考虑清理", low_importance_count),
                 frequency: low_importance_count,
                 sentiment: Sentiment::Neutral,
                 evidence: vec![],
@@ -721,6 +721,18 @@ pub fn pop_restored_result(agent_id: &str) -> Option<ReflectionResult> {
     }
 }
 
+/// Peek restored state from cache (non-destructive read)
+pub fn peek_restored_state(agent_id: &str) -> Option<ReflectionState> {
+    let cache = get_state_cache();
+    cache.read().ok()?.get(agent_id).cloned()
+}
+
+/// Peek restored result from cache (non-destructive read)
+pub fn peek_restored_result(agent_id: &str) -> Option<ReflectionResult> {
+    let cache = get_result_cache();
+    cache.read().ok()?.get(agent_id).cloned()
+}
+
 // === Tauri Commands ===
 
 use tokio::sync::Mutex;