diff --git a/.blueprint/modules/flywheel-intelligence.md b/.blueprint/modules/flywheel-intelligence.md
index ac7d216..ebb68c9 100644
--- a/.blueprint/modules/flywheel-intelligence.md
+++ b/.blueprint/modules/flywheel-intelligence.md
@@ -191,6 +191,13 @@
 - files: src/lib/commands.ts, src/components/insight/FlywheelPanel.tsx, src-tauri/src/commands/risk.rs, src-tauri/src/lib.rs
 - acceptance: "[pnpm typecheck] exit 0；FlywheelPanel 新增跨项目返工热区展示（get_high_risk_scopes 封装同步，R01）"
 
+### 🔵 P3-F. ingest_git_history agent 按钮（全量导入双投影）
+- status: in_progress
+- complexity: S
+- files: src-tauri/src/mcp_tools.rs
+- acceptance: "[MCP tool] ingest_git_history() 不传参对所有 win_path 项目执行 ingest_full_git_history，返回逐项目 imported/skipped 汇总；传 project_id 只跑单项目；tools_list_result 含断言；[消费者验证] 实调后 rules_applied 非空行 ≥12（存量 trailer 回填生效）"
+- notes: 消费者验证暴露的死角——「全量导入」只有 UI 投影，agent 够不到；按双投影原则补 MCP 投影，能力本体（ingest_full_git_history）不动
+
 ## 复盘笔记
 
 【复盘】阶段三执行质量预测层 P3-A~E（2026-07-04）
diff --git a/src-tauri/src/mcp_tools.rs b/src-tauri/src/mcp_tools.rs
index 04345b2..ee16c45 100644
--- a/src-tauri/src/mcp_tools.rs
+++ b/src-tauri/src/mcp_tools.rs
@@ -246,6 +246,17 @@ pub fn tools_list_result() -> Value {
                 "description": "扫描已登记项目的父目录，找出存在于文件系统但尚未在炼境注册的项目目录。返回每个未注册目录的路径、是否有 .git、技术栈特征文件（package.json / Cargo.toml / go.mod）、是否有 AGENTS.md。用于日常发现漏网项目并决定是否接入炼境。",
                 "inputSchema": { "type": "object", "properties": {}, "required": [] }
             },
+            {
+                "name": "ingest_git_history",
+                "description": "全量导入 git 历史到飞轮（等价 UI「全量导入」按钮的 agent 投影）：解析最近 500 条 commit 的 conventional 指标、Rules-Applied trailer 与触碰文件，UPSERT 幂等（存量行自动回填 trailer）。不传 project_id 时对所有已登记 Windows 路径项目执行。适用：trailer 存量回填、新项目接入后初始化飞轮数据。",
+                "inputSchema": {
+                    "type": "object",
+                    "properties": {
+                        "project_id": { "type": "string", "description": "可选。项目 workspace ID；省略则遍历所有已登记项目" }
+                    },
+                    "required": []
+                }
+            },
             {
                 "name": "predict_task_risk",
                 "description": "任务风险预测（飞轮阶段三）：按 scope 和/或文件清单查询该项目历史返工率，返回 risk_level（low/medium/high）、样本量与置信度、热点文件排行。agent 开工前调用——任务卡涉及高返工 scope/文件时提高警惕（多写测试、小步提交）。样本 <5 或 commit 历史不规范时 confidence=low，结论仅供参考。",
@@ -475,6 +486,52 @@ pub async fn tools_call(group_id: &str, params: Option<&Value>) -> Value {
         }
         "list_all_projects" => list_all_projects(),
         "scan_unregistered_projects" => scan_unregistered_projects(),
+        "ingest_git_history" => {
+            let pid = args.get("project_id").and_then(|v| v.as_str());
+            let conn = db::pool().get().map_err(|e| e.to_string())?;
+            let targets: Vec<(String, String)> = {
+                let mut stmt = conn
+                    .prepare(
+                        "SELECT id, win_path FROM project_workspaces
+                         WHERE win_path IS NOT NULL AND (?1 IS NULL OR id = ?1)",
+                    )
+                    .map_err(|e| e.to_string())?;
+                let rows = stmt
+                    .query_map(rusqlite::params![pid], |r| Ok((r.get(0)?, r.get(1)?)))
+                    .map_err(|e| e.to_string())?
+                    .filter_map(|r| r.ok())
+                    .collect();
+                rows
+            };
+            drop(conn);
+            if targets.is_empty() {
+                Err(format!("未找到可导入的项目（project_id={:?}）", pid))
+            } else {
+                let mut lines = Vec::new();
+                let (mut ok, mut failed) = (0u32, 0u32);
+                for (id, path) in &targets {
+                    match crate::commands::commit_metrics::ingest_full_git_history(
+                        id.clone(),
+                        path.clone(),
+                    ) {
+                        Ok(r) => {
+                            ok += 1;
+                            lines.push(format!("- {}: 写入 {} 条，跳过 {} 条", id, r.imported, r.skipped));
+                        }
+                        Err(e) => {
+                            failed += 1;
+                            lines.push(format!("- {}: ❌ {}", id, e));
+                        }
+                    }
+                }
+                Ok(format!(
+                    "全量导入完成：{} 个项目成功，{} 个失败\n\n{}",
+                    ok,
+                    failed,
+                    lines.join("\n")
+                ))
+            }
+        }
         "predict_task_risk" => {
             let pid = args.get("project_id").and_then(|v| v.as_str()).unwrap_or("");
             let scope = args.get("scope").and_then(|v| v.as_str());
@@ -1069,6 +1126,7 @@ mod tests {
         assert!(names.contains(&"create_pull_request"), "缺少 create_pull_request");
         assert!(names.contains(&"poll_now"), "缺少 poll_now");
         assert!(names.contains(&"predict_task_risk"), "缺少 predict_task_risk");
+        assert!(names.contains(&"ingest_git_history"), "缺少 ingest_git_history");
         // 每个工具都有 description 和 inputSchema
         for tool in tools {
             let name = tool["name"].as_str().unwrap_or("?");