diff --git a/src-tauri/src/commands/blueprint.rs b/src-tauri/src/commands/blueprint.rs
index 79fe0f8..c1e088a 100644
--- a/src-tauri/src/commands/blueprint.rs
+++ b/src-tauri/src/commands/blueprint.rs
@@ -4,10 +4,24 @@ use std::path::Path;
 // ── 主节点：master CONVENTIONS.md 内容和版本（编译时嵌入）────────────────────
 
 const MASTER_CONVENTIONS: &str = include_str!("../../../.blueprint/CONVENTIONS.md");
-const MASTER_CONVENTIONS_VERSION: &str = "1.4.2";
 
-// CLAUDE.md 蓝图管理区模板（版本与 CONVENTIONS 保持一致）
-const CLAUDE_MANAGED_TEMPLATE: &str = r#"<!-- BLUEPRINT_MANAGED_START version="1.4.2" -->
+/// 从 MASTER_CONVENTIONS frontmatter 自动解析版本号，无需手动维护常量。
+fn master_conventions_version() -> &'static str {
+    static VERSION: std::sync::OnceLock<String> = std::sync::OnceLock::new();
+    VERSION.get_or_init(|| {
+        for line in MASTER_CONVENTIONS.lines() {
+            if let Some(v) = line.strip_prefix("version: ") {
+                return v.trim().to_string();
+            }
+        }
+        "unknown".to_string()
+    })
+}
+
+/// CLAUDE.md 蓝图管理区模板，版本号从 CONVENTIONS frontmatter 自动同步。
+fn claude_managed_template() -> String {
+    let ver = master_conventions_version();
+    format!(r#"<!-- BLUEPRINT_MANAGED_START version="{ver}" -->
 ## 项目蓝图
 
 本项目使用 `.blueprint/` 目录维护项目全景架构图，驱动需求讨论和任务管理。
@@ -30,7 +44,8 @@ const CLAUDE_MANAGED_TEMPLATE: &str = r#"<!-- BLUEPRINT_MANAGED_START version="1
 详见 `.blueprint/CONVENTIONS.md`，核心规则：
 - 任务卡同时具备 `files` + `acceptance` + complexity `S/M` → 标记为 📋 可派发
 - 可派发的任务卡可以直接交给 Claude Agent 独立完成
-<!-- BLUEPRINT_MANAGED_END -->"#;
+<!-- BLUEPRINT_MANAGED_END -->"#)
+}
 
 // ── manifest.yaml 对应结构 ───────────────────────────────────────────────────
 
@@ -896,7 +911,7 @@ pub fn get_blueprint_status(project_path: String) -> Result<BlueprintStatus, Str
             claude_md_managed: false,
             claude_md_version: None,
             manifest_updated: None,
-            master_version: MASTER_CONVENTIONS_VERSION.to_string(),
+            master_version: master_conventions_version().to_string(),
         });
     }
 
@@ -920,9 +935,9 @@ pub fn get_blueprint_status(project_path: String) -> Result<BlueprintStatus, Str
     let manifest_updated = read_manifest_updated(&bp_dir.join("manifest.yaml"));
 
     // 判断状态
-    let rules_current = conventions_version.as_deref() == Some(MASTER_CONVENTIONS_VERSION)
+    let rules_current = conventions_version.as_deref() == Some(master_conventions_version())
         && claude_md_managed
-        && claude_md_version.as_deref() == Some(MASTER_CONVENTIONS_VERSION);
+        && claude_md_version.as_deref() == Some(master_conventions_version());
 
     let status = if !rules_current {
         "rules_outdated".to_string()
@@ -938,7 +953,7 @@ pub fn get_blueprint_status(project_path: String) -> Result<BlueprintStatus, Str
         claude_md_managed,
         claude_md_version,
         manifest_updated,
-        master_version: MASTER_CONVENTIONS_VERSION.to_string(),
+        master_version: master_conventions_version().to_string(),
     })
 }
 
@@ -965,9 +980,10 @@ pub fn sync_blueprint_rules(project_path: String) -> Result<SyncResult, String>
 
     // 2. 处理 CLAUDE.md
     let claude_path = root.join("CLAUDE.md");
+    let managed_template = claude_managed_template();
     let claude_action = if !claude_path.exists() {
         // 创建新文件
-        let content = format!("# {}\n\n{CLAUDE_MANAGED_TEMPLATE}\n",
+        let content = format!("# {}\n\n{managed_template}\n",
             root.file_name().and_then(|n| n.to_str()).unwrap_or("Project"));
         std::fs::write(&claude_path, content)
             .map_err(|e| format!("创建 CLAUDE.md 失败: {e}"))?;
@@ -978,13 +994,13 @@ pub fn sync_blueprint_rules(project_path: String) -> Result<SyncResult, String>
 
         if content.contains("<!-- BLUEPRINT_MANAGED_START") {
             // 替换现有 MANAGED 区
-            let new_content = replace_managed_section(&content, CLAUDE_MANAGED_TEMPLATE);
+            let new_content = replace_managed_section(&content, &managed_template);
             std::fs::write(&claude_path, new_content)
                 .map_err(|e| format!("更新 CLAUDE.md 失败: {e}"))?;
             "updated".to_string()
         } else {
             // 追加 MANAGED 区
-            let new_content = format!("{}\n\n{CLAUDE_MANAGED_TEMPLATE}\n", content.trim_end());
+            let new_content = format!("{}\n\n{managed_template}\n", content.trim_end());
             std::fs::write(&claude_path, new_content)
                 .map_err(|e| format!("追加 CLAUDE.md 失败: {e}"))?;
             "appended".to_string()
@@ -995,7 +1011,7 @@ pub fn sync_blueprint_rules(project_path: String) -> Result<SyncResult, String>
         success: true,
         conventions_written: true,
         claude_md_action: claude_action.clone(),
-        message: format!("CONVENTIONS.md 已同步至 v{MASTER_CONVENTIONS_VERSION}，CLAUDE.md {claude_action}"),
+        message: format!("CONVENTIONS.md 已同步至 v{}，CLAUDE.md {claude_action}", master_conventions_version()),
     })
 }
 
@@ -1348,6 +1364,45 @@ pub fn get_flywheel_stats(project_paths: Vec<String>) -> Result<FlywheelStats, S
 
 // ── 梦核提示词生成 ────────────────────────────────────────────────────────────
 
+/// 从完整 CONVENTIONS 中抽取对梦核有判断价值的规则段落。
+/// 跳过：任务卡格式定义、manifest 字段规范、安装说明、/architect /splitter 流程等纯实现细节。
+fn conventions_rules_summary() -> String {
+    // 保留这些二级/三级标题对应的章节（前缀匹配）
+    const KEEP: &[&str] = &[
+        "## 何时更新蓝图",
+        "## 模块状态定义",
+        "### 可派发标准",
+        "## 迭代管理",
+        "## 飞轮外环",
+        "## 注意事项",
+    ];
+
+    let mut result = Vec::<&str>::new();
+    let mut in_keep = false;
+    let mut current_section_start = 0usize;
+    let lines: Vec<&str> = MASTER_CONVENTIONS.lines().collect();
+
+    for (i, &line) in lines.iter().enumerate() {
+        let is_heading = line.starts_with("## ") || line.starts_with("### ");
+        if is_heading {
+            if in_keep {
+                // 结束上一个保留段
+                let chunk = &lines[current_section_start..i];
+                result.extend_from_slice(chunk);
+                result.push("");
+            }
+            in_keep = KEEP.iter().any(|&k| line.starts_with(k));
+            if in_keep { current_section_start = i; }
+        }
+    }
+    // 收尾
+    if in_keep {
+        result.extend_from_slice(&lines[current_section_start..]);
+    }
+
+    result.join("\n")
+}
+
 #[tauri::command]
 pub fn generate_muhe_prompt(stats: FlywheelStats) -> String {
     // ── 队列对比表 ────────────────────────────────────────────────────────────
@@ -1456,7 +1511,9 @@ pub fn generate_muhe_prompt(stats: FlywheelStats) -> String {
 
 ---
 
-## 当前 CONVENTIONS.md（v{conventions_version}）完整内容
+## 当前 CONVENTIONS.md（v{conventions_version}）规则摘要
+
+> 以下仅包含对「固化/遗忘」判断有价值的规则段落，格式定义和流程说明已省略。
 
 {conventions}
 
@@ -1500,8 +1557,8 @@ pub fn generate_muhe_prompt(stats: FlywheelStats) -> String {
         ai_stale_summary = ai_stale_summary,
         iteration_summary = iteration_summary,
         stalled_modules_summary = stalled_modules_summary,
-        conventions_version = MASTER_CONVENTIONS_VERSION,
-        conventions     = MASTER_CONVENTIONS,
+        conventions_version = master_conventions_version(),
+        conventions     = conventions_rules_summary(),
     )
 }
 
@@ -1585,6 +1642,47 @@ fn append_usage_snapshot(bp_dir: &Path, manifest: &BlueprintManifest, stats: &Bl
         .map(|m| m.id.clone())
         .collect();
 
+    // 当前所有任务的状态快照（用于 delta 计算和下次快照对比）
+    let mut current_done: std::collections::HashSet<String> = Default::default();
+    let mut current_blocked: std::collections::HashSet<String> = Default::default();
+    for module in &manifest.modules {
+        for task in &module.tasks {
+            let key = format!("{}/{}", module.id, task.title);
+            match task.status.as_str() {
+                "done" => { current_done.insert(key); }
+                "blocked" => { current_blocked.insert(key); }
+                _ => {}
+            }
+        }
+    }
+
+    // 与上一条快照对比，生成 delta
+    let (newly_done, newly_blocked, unblocked): (Vec<String>, Vec<String>, Vec<String>) = {
+        let prev = root["snapshots"].as_array()
+            .and_then(|arr| arr.iter().max_by_key(|s| s["at"].as_str().unwrap_or("")));
+
+        if let Some(prev_snap) = prev {
+            let prev_done: std::collections::HashSet<String> = prev_snap["task_ids"]["done"]
+                .as_array().map(|a| a.iter().filter_map(|v| v.as_str().map(|s| s.to_string())).collect())
+                .unwrap_or_default();
+            let prev_blocked: std::collections::HashSet<String> = prev_snap["task_ids"]["blocked"]
+                .as_array().map(|a| a.iter().filter_map(|v| v.as_str().map(|s| s.to_string())).collect())
+                .unwrap_or_default();
+
+            let mut nd: Vec<String> = current_done.difference(&prev_done).cloned().collect();
+            let mut nb: Vec<String> = current_blocked.difference(&prev_blocked).cloned().collect();
+            let mut ub: Vec<String> = prev_blocked.difference(&current_blocked).cloned().collect();
+            nd.sort(); nb.sort(); ub.sort();
+            (nd, nb, ub)
+        } else {
+            (Vec::new(), Vec::new(), Vec::new())
+        }
+    };
+
+    let mut done_ids: Vec<String> = current_done.into_iter().collect();
+    let mut blocked_ids: Vec<String> = current_blocked.into_iter().collect();
+    done_ids.sort(); blocked_ids.sort();
+
     let snapshot = serde_json::json!({
         "at": at,
         "conventions_version": conventions_version,
@@ -1596,7 +1694,7 @@ fn append_usage_snapshot(bp_dir: &Path, manifest: &BlueprintManifest, stats: &Bl
             "planned": stats.planned,
             "concept": stats.concept,
             "blocked": stats.blocked,
-            "stalled": stalled_modules   // in_progress 但无可推进任务的模块 id 列表
+            "stalled": stalled_modules
         },
         "tasks": {
             "total": stats.total_tasks,
@@ -1606,7 +1704,18 @@ fn append_usage_snapshot(bp_dir: &Path, manifest: &BlueprintManifest, stats: &Bl
             "todo": tasks_todo,
             "dispatched": stats.dispatchable
         },
-        "blocked_reasons": blocked_reasons
+        "blocked_reasons": blocked_reasons,
+        // 当前任务状态快照，供下次 delta 计算使用
+        "task_ids": {
+            "done": done_ids,
+            "blocked": blocked_ids
+        },
+        // 与上一条快照的 delta（首次快照为空）
+        "delta": {
+            "newly_done": newly_done,
+            "newly_blocked": newly_blocked,
+            "unblocked": unblocked
+        }
     });
 
     if let Some(arr) = root["snapshots"].as_array_mut() {