dev-manager-tauri/src-tauri/src/mcp_server.rs
lanrtop 8c06aa5e44 feat: 飞轮智能阶段二完成——MCP SSE 传输 + 复盘覆盖率 + usage.json 扩展采集
- MCP Server 新增 GET/SSE 端点,Claude Code 原生 MCP 打通
- 项目导师面板显示复盘笔记覆盖率统计与缺口提醒
- usage.json 快照新增 complexity_dist、rework_count 等扩展字段
- 独立项目自动创建产品组并注入 MCP
- 新增 retro-catchup 技能用于批量补写历史复盘笔记
- 补全飞轮存量函数单元测试
- NewProjectModal 支持更灵活的模板参数配置
2026-04-13 01:49:56 +09:00

685 lines
28 KiB
Rust
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use axum::{
extract::{Path, Query, State},
http::StatusCode,
response::{
sse::{Event, KeepAlive, Sse},
IntoResponse, Response,
},
routing::{get, post},
Json, Router,
};
use serde::Deserialize;
use serde_json::{json, Value};
use std::{collections::HashMap, convert::Infallible, net::SocketAddr, sync::Arc};
use tokio::sync::{mpsc, Mutex};
use tokio_stream::{wrappers::ReceiverStream, StreamExt as _};
use crate::{db, db::log_event};
/// SSE 会话表session_id → 发送端((event_name, data)
type Sessions = Arc<Mutex<HashMap<String, mpsc::Sender<(String, String)>>>>;
/// 从 settings 表读取 MCP 端口,默认 27190
pub fn read_port() -> u16 {
db::pool()
.get()
.ok()
.and_then(|c| {
c.query_row(
"SELECT value FROM settings WHERE key = 'mcp_port'",
[],
|r| r.get::<_, String>(0),
)
.ok()
})
.and_then(|v| v.parse().ok())
.unwrap_or(27190)
}
/// 启动 MCP HTTP 服务(同时支持 Streamable HTTP 和 SSE 两种传输)
pub async fn start(port: u16) {
let sessions: Sessions = Arc::new(Mutex::new(HashMap::new()));
let app = Router::new()
.route("/health", get(health))
// Streamable HTTPPOST— 保持向后兼容Python 直调仍可用
.route("/mcp/group/:group_id", post(handle_mcp).get(handle_sse_connect))
// SSE 消息端点:客户端通过此 URL 发送 JSON-RPC响应经 SSE 推回
.route("/mcp/group/:group_id/messages", post(handle_sse_message))
.with_state(sessions);
let addr = SocketAddr::from(([0, 0, 0, 0], port));
match tokio::net::TcpListener::bind(addr).await {
Ok(listener) => {
log_event("mcp_server", "info", &format!("MCP Server 已启动,端口 {port}HTTP + SSE"), None);
if let Err(e) = axum::serve(listener, app).await {
log_event("mcp_server", "error", &format!("Server 异常退出: {e}"), None);
}
}
Err(e) => log_event("mcp_server", "error", &format!("绑定端口 {port} 失败: {e}"), None),
}
}
async fn health() -> &'static str {
"炼境 MCP Server running"
}
// ── JSON-RPC 类型 ─────────────────────────────────────────────────────────────
#[derive(Deserialize)]
struct RpcRequest {
#[allow(dead_code)]
jsonrpc: String,
method: String,
id: Option<Value>,
#[serde(default)]
params: Option<Value>,
}
#[derive(Deserialize)]
struct SessionQuery {
session_id: String,
}
// ── 共享 RPC 处理逻辑 ─────────────────────────────────────────────────────────
async fn process_rpc(group_id: &str, req: &RpcRequest) -> Result<Value, String> {
match req.method.as_str() {
"initialize" => Ok(json!({
"protocolVersion": "2024-11-05",
"capabilities": { "tools": {} },
"serverInfo": {
"name": "炼境",
"version": env!("CARGO_PKG_VERSION")
}
})),
"tools/list" => Ok(tools_list_result()),
"tools/call" => Ok(tools_call(group_id, req.params.as_ref()).await),
_ => Err(format!("Method not found: {}", req.method)),
}
}
// ── Streamable HTTPPOST— 向后兼容Python 直调走此路径 ─────────────────────
async fn handle_mcp(Path(group_id): Path<String>, Json(req): Json<RpcRequest>) -> Response {
// MCP 通知(无 id→ 202 Accepted
if req.id.is_none() {
return StatusCode::ACCEPTED.into_response();
}
let id = req.id.clone();
match process_rpc(&group_id, &req).await {
Ok(result) => Json(json!({ "jsonrpc": "2.0", "id": id, "result": result })).into_response(),
Err(msg) => Json(json!({
"jsonrpc": "2.0", "id": id,
"error": { "code": -32601, "message": msg }
}))
.into_response(),
}
}
// ── SSE 传输GET + POST /messages─────────────────────────────────────────
/// GET /mcp/group/:group_id
/// Claude Code 发起 SSE 握手,建立长连接,首条事件告知后续 POST 的 URL。
async fn handle_sse_connect(
State(sessions): State<Sessions>,
Path(group_id): Path<String>,
) -> Sse<impl futures_core::Stream<Item = Result<Event, Infallible>>> {
let session_id = uuid::Uuid::new_v4().to_string();
let (tx, rx) = mpsc::channel::<(String, String)>(32);
// 第一条事件:告知客户端后续 POST 的 endpoint URL
let port = read_port();
let endpoint_uri = format!(
"http://127.0.0.1:{}/mcp/group/{}/messages?session_id={}",
port, group_id, session_id
);
let _ = tx.send(("endpoint".to_string(), endpoint_uri)).await;
sessions.lock().await.insert(session_id, tx);
let stream = ReceiverStream::new(rx)
.map(|(evt_name, data)| Ok::<Event, Infallible>(Event::default().event(evt_name).data(data)));
Sse::new(stream).keep_alive(KeepAlive::default())
}
/// POST /mcp/group/:group_id/messages?session_id=xxx
/// 客户端通过此 URL 发送 JSON-RPC 请求,响应经 SSE channel 推回。
async fn handle_sse_message(
State(sessions): State<Sessions>,
Path(group_id): Path<String>,
Query(query): Query<SessionQuery>,
Json(req): Json<RpcRequest>,
) -> Response {
if req.id.is_none() {
return StatusCode::ACCEPTED.into_response();
}
let id = req.id.clone();
let response_json = match process_rpc(&group_id, &req).await {
Ok(result) => json!({ "jsonrpc": "2.0", "id": id, "result": result }),
Err(msg) => json!({
"jsonrpc": "2.0", "id": id,
"error": { "code": -32601, "message": msg }
}),
};
let mut sessions_guard = sessions.lock().await;
if let Some(tx) = sessions_guard.get(&query.session_id) {
if tx
.send(("message".to_string(), response_json.to_string()))
.await
.is_err()
{
// 连接已关闭,惰性清理
sessions_guard.remove(&query.session_id);
}
}
StatusCode::ACCEPTED.into_response()
}
// ── 工具定义 ──────────────────────────────────────────────────────────────────
fn tools_list_result() -> Value {
json!({
"tools": [
{
"name": "get_diagnostics",
"description": "查询炼境运行时诊断信息MCP Server 启动状态、各项目 MCP 配置注入结果、最近错误日志。排查功能是否正常时首先调用此工具。",
"inputSchema": {
"type": "object",
"properties": {},
"required": []
}
},
{
"name": "list_group_projects",
"description": "列出产品组内所有成员项目,包含名称、路径、平台、技术栈、角色等信息",
"inputSchema": {
"type": "object",
"properties": {},
"required": []
}
},
{
"name": "get_project_blueprint",
"description": "读取产品组内某个项目的蓝图文件(.blueprint/manifest.yaml了解该项目的模块与任务状态",
"inputSchema": {
"type": "object",
"properties": {
"project_id": {
"type": "string",
"description": "项目 workspace ID来自 list_group_projects 的返回结果)"
}
},
"required": ["project_id"]
}
},
{
"name": "get_project_file",
"description": "读取产品组内某个项目的任意文件内容,如 openapi.yaml、README.md、src/types.ts 等",
"inputSchema": {
"type": "object",
"properties": {
"project_id": {
"type": "string",
"description": "项目 workspace ID"
},
"relative_path": {
"type": "string",
"description": "相对于项目根目录的文件路径,如 openapi.yaml 或 src/api/routes.ts"
}
},
"required": ["project_id", "relative_path"]
}
},
{
"name": "get_project_mentor_context",
"description": "获取产品组内某个项目的完整导师上下文——包含健康状态、蓝图进度摘要、近期错误日志,以及格式化好的 Markdown 报告(可直接用于质量分析和成长建议)",
"inputSchema": {
"type": "object",
"properties": {
"project_id": {
"type": "string",
"description": "项目 workspace ID来自 list_group_projects 的返回结果)"
}
},
"required": ["project_id"]
}
},
{
"name": "append_project_note",
"description": "将 Claude 的分析结论或复盘记录写入项目笔记,供未来会话和用户在炼境中查阅。完成 M/L 复杂度任务后必须调用,写入结构化复盘笔记。",
"inputSchema": {
"type": "object",
"properties": {
"project_id": {
"type": "string",
"description": "项目 workspace ID来自 list_group_projects 的返回结果)"
},
"content": {
"type": "string",
"description": "笔记内容。完成 M/L 任务后使用以下结构化格式:\n【复盘】<任务标题>\n任务类型: 后端命令|前端组件|数据层|MCP工具|架构调整\n复杂度: S|M|L\n实际轮数: N轮预估M轮\n是否返工: 是/否\n返工原因: <若返工填写,否则省略>\n有效策略: <本次奏效的做法>\n遗留风险: <若有填写,否则省略>\n\n其他场景(分析结论、建议、洞察)可自由格式。"
}
},
"required": ["project_id", "content"]
}
},
{
"name": "get_project_snapshots",
"description": "获取项目的历史健康快照(每日一条),包含 git 提交间隔、蓝图完成率、阻塞任务数、错误情况。用于分析趋势、识别高价值改进变量。",
"inputSchema": {
"type": "object",
"properties": {
"project_id": {
"type": "string",
"description": "项目 workspace ID来自 list_group_projects 的返回结果)"
},
"days": {
"type": "integer",
"description": "查询最近 N 天的快照,默认 30"
}
},
"required": ["project_id"]
}
}
]
})
}
// ── 工具调用 ──────────────────────────────────────────────────────────────────
async fn tools_call(group_id: &str, params: Option<&Value>) -> Value {
let tool_name = params
.and_then(|p| p.get("name"))
.and_then(|n| n.as_str())
.unwrap_or("")
.to_string();
let args = params
.and_then(|p| p.get("arguments"))
.cloned()
.unwrap_or(json!({}));
let gid = group_id.to_string();
let outcome = tokio::task::spawn_blocking(move || match tool_name.as_str() {
"get_diagnostics" => get_diagnostics(),
"list_group_projects" => list_group_projects(&gid),
"get_project_blueprint" => {
let pid = args.get("project_id").and_then(|v| v.as_str()).unwrap_or("");
get_project_blueprint(&gid, pid)
}
"get_project_file" => {
let pid = args.get("project_id").and_then(|v| v.as_str()).unwrap_or("");
let rel = args
.get("relative_path")
.and_then(|v| v.as_str())
.unwrap_or("");
get_project_file(&gid, pid, rel)
}
"get_project_mentor_context" => {
let pid = args.get("project_id").and_then(|v| v.as_str()).unwrap_or("");
get_project_mentor_context(&gid, pid)
}
"append_project_note" => {
let pid = args.get("project_id").and_then(|v| v.as_str()).unwrap_or("");
let content = args.get("content").and_then(|v| v.as_str()).unwrap_or("");
append_project_note(&gid, pid, content)
}
"get_project_snapshots" => {
let pid = args.get("project_id").and_then(|v| v.as_str()).unwrap_or("");
let days = args.get("days").and_then(|v| v.as_u64()).unwrap_or(30) as u32;
get_project_snapshots(&gid, pid, days)
}
_ => Err(format!("未知工具: {}", tool_name)),
})
.await;
match outcome {
Ok(Ok(text)) => json!({ "content": [{ "type": "text", "text": text }] }),
Ok(Err(e)) => json!({ "content": [{ "type": "text", "text": e }], "isError": true }),
Err(e) => json!({ "content": [{ "type": "text", "text": e.to_string() }], "isError": true }),
}
}
// ── 工具实现(同步,由 spawn_blocking 包裹)──────────────────────────────────
fn get_diagnostics() -> Result<String, String> {
let conn = db::pool().get().map_err(|e| e.to_string())?;
let port = read_port();
// 服务启动时间(首条 mcp_server info 日志)
let start_time: Option<String> = conn.query_row(
"SELECT ts FROM runtime_logs WHERE category = 'mcp_server' AND level = 'info' ORDER BY id ASC LIMIT 1",
[],
|r| r.get(0),
).ok();
let mut out = String::new();
out.push_str("## 炼境 MCP 诊断报告\n\n");
out.push_str(&format!("- **服务端口**: {}\n", port));
out.push_str(&format!("- **启动时间**: {}\n\n", start_time.as_deref().unwrap_or("未知(可能在本次日志之前启动)")));
// MCP 注入状态:每个 project_id 取最后一条
out.push_str("### MCP 注入状态(每个项目最后一次结果)\n\n");
let mut stmt = conn.prepare(
"SELECT context, level, message, ts
FROM runtime_logs
WHERE category = 'mcp_inject'
AND id IN (
SELECT MAX(id) FROM runtime_logs
WHERE category = 'mcp_inject'
GROUP BY json_extract(context, '$.project_id')
)
ORDER BY ts DESC
LIMIT 50",
).map_err(|e| e.to_string())?;
let inject_rows: Vec<(Option<String>, String, String, String)> = stmt
.query_map([], |row| Ok((row.get(0)?, row.get(1)?, row.get(2)?, row.get(3)?)))
.map_err(|e| e.to_string())?
.filter_map(|r| r.ok())
.collect();
if inject_rows.is_empty() {
out.push_str("_暂无注入记录成员加入产品组时会产生_\n\n");
} else {
for (ctx, level, msg, ts) in &inject_rows {
let project_id = ctx.as_deref()
.and_then(|s| serde_json::from_str::<serde_json::Value>(s).ok())
.and_then(|v| v.get("project_id").and_then(|x| x.as_str()).map(|s| s.to_string()))
.unwrap_or_else(|| "unknown".to_string());
let icon = if level == "info" { "" } else { "⚠️" };
out.push_str(&format!("- {} `{}` — {} _({})\n", icon, project_id, msg, ts));
}
out.push('\n');
}
// 最近 20 条 error/warn
out.push_str("### 最近错误日志(最多 20 条)\n\n");
let mut stmt2 = conn.prepare(
"SELECT ts, category, level, message FROM runtime_logs
WHERE level IN ('error', 'warn')
ORDER BY id DESC LIMIT 20",
).map_err(|e| e.to_string())?;
let error_rows: Vec<(String, String, String, String)> = stmt2
.query_map([], |row| Ok((row.get(0)?, row.get(1)?, row.get(2)?, row.get(3)?)))
.map_err(|e| e.to_string())?
.filter_map(|r| r.ok())
.collect();
if error_rows.is_empty() {
out.push_str("_无错误记录_ ✅\n");
} else {
for (ts, cat, level, msg) in &error_rows {
out.push_str(&format!("- `[{}]` **{}** `{}` — {}\n", ts, level, cat, msg));
}
}
// ── 系统健康(复用 health check 逻辑)────────────────────────────────────
out.push_str("\n### 系统健康\n\n");
let report = crate::commands::settings::collect_health_report();
out.push_str(&format!("检查时间:{}\n\n", report.checked_at));
out.push_str("| 检查项 | 状态 | 详情 |\n|--------|------|------|\n");
for item in &report.items {
let icon = match item.status.as_str() {
"ok" => "",
"warn" => "⚠️",
"error" => "",
_ => "",
};
out.push_str(&format!(
"| {} | {} {} | {} |\n",
item.name, icon, item.status,
item.detail.as_deref().unwrap_or("-")
));
}
// ── 质量指标 ──────────────────────────────────────────────────────────────
out.push_str("\n### 质量指标\n\n");
let q = &report.quality;
out.push_str(&format!("- **休眠项目**>30天未 push{}\n", q.dormant_projects.len()));
for p in &q.dormant_projects {
out.push_str(&format!(" - {} {} 天)\n", p.name, p.days_since_push));
}
out.push_str(&format!("- **孤立项目**(无分组 & 无 repo{}\n", q.orphaned_projects.len()));
for p in &q.orphaned_projects {
out.push_str(&format!(" - {}\n", p.name));
}
out.push_str(&format!(
"- **MCP 注入异常产品组**(近 7 天):{}\n",
q.groups_with_inject_warn.len()
));
for gid in &q.groups_with_inject_warn {
out.push_str(&format!(" - `{}`\n", gid));
}
out.push_str(&format!("- **无本地路径项目**{}\n", q.projects_without_path));
Ok(out)
}
fn list_group_projects(group_id: &str) -> Result<String, String> {
let conn = db::pool().get().map_err(|e| e.to_string())?;
let mut stmt = conn
.prepare(
"SELECT pw.id, pp.name, pw.platform, pw.win_path, pw.wsl_path,
pp.tech_stack, pgm.role
FROM project_group_map pgm
JOIN project_workspaces pw ON pw.id = pgm.project_id
JOIN project_profiles pp ON pp.id = pw.profile_id
WHERE pgm.group_id = ?1",
)
.map_err(|e| e.to_string())?;
let rows: Vec<String> = stmt
.query_map([group_id], |row| {
let id: String = row.get(0)?;
let name: String = row.get(1)?;
let platform: Option<String> = row.get(2)?;
let win_path: Option<String> = row.get(3)?;
let wsl_path: Option<String> = row.get(4)?;
let tech_stack: Option<String> = row.get(5)?;
let role: Option<String> = row.get(6)?;
Ok(format!(
"- **{}** (id: `{}`)\n 平台: {} | 技术栈: {}{}\n Windows 路径: {}\n WSL 路径: {}",
name,
id,
platform.as_deref().unwrap_or("unknown"),
tech_stack.as_deref().unwrap_or("未配置"),
role.map(|r| format!(" | 角色: {}", r)).unwrap_or_default(),
win_path.as_deref().unwrap_or("未配置"),
wsl_path.as_deref().unwrap_or("未配置"),
))
})
.map_err(|e| e.to_string())?
.filter_map(|r| r.ok())
.collect();
if rows.is_empty() {
return Ok("该产品组暂无成员项目。".to_string());
}
Ok(format!(
"产品组成员(共 {} 个项目):\n\n{}",
rows.len(),
rows.join("\n\n")
))
}
fn get_project_blueprint(group_id: &str, project_id: &str) -> Result<String, String> {
let root = resolve_project_root(group_id, project_id)?;
let path = root.join(".blueprint").join("manifest.yaml");
std::fs::read_to_string(&path)
.map_err(|e| format!("读取蓝图失败({}: {}", path.display(), e))
}
fn get_project_file(group_id: &str, project_id: &str, relative_path: &str) -> Result<String, String> {
if relative_path.contains("..") {
return Err("路径不允许包含 \"..\"".to_string());
}
let root = resolve_project_root(group_id, project_id)?;
let path = root.join(relative_path);
std::fs::read_to_string(&path)
.map_err(|e| format!("读取文件失败({}: {}", path.display(), e))
}
/// 根据 group_id + project_id 解析项目根目录路径
/// WSL 项目自动转换为 Windows UNC 路径(\\wsl.localhost\<distro>\...
fn resolve_project_root(group_id: &str, project_id: &str) -> Result<std::path::PathBuf, String> {
let conn = db::pool().get().map_err(|e| e.to_string())?;
let row: rusqlite::Result<(Option<String>, Option<String>, Option<String>)> = conn.query_row(
"SELECT pw.win_path, pw.wsl_path, pw.platform
FROM project_group_map pgm
JOIN project_workspaces pw ON pw.id = pgm.project_id
WHERE pgm.group_id = ?1 AND pgm.project_id = ?2",
[group_id, project_id],
|r| Ok((r.get(0)?, r.get(1)?, r.get(2)?)),
);
let (win_path, wsl_path, platform) = row.map_err(|_| {
format!("项目 {} 不属于产品组 {},或项目不存在", project_id, group_id)
})?;
if platform.as_deref() == Some("wsl") {
let wsl = wsl_path.ok_or_else(|| "WSL 项目未配置 wsl_path".to_string())?;
let distro: String = conn
.query_row(
"SELECT value FROM settings WHERE key = 'wsl_distro'",
[],
|r| r.get(0),
)
.unwrap_or_else(|_| "Ubuntu".to_string());
// /home/user/project → \\wsl.localhost\Ubuntu\home\user\project
let inner = wsl.trim_start_matches('/').replace('/', "\\");
Ok(std::path::PathBuf::from(format!(
"\\\\wsl.localhost\\{}\\{}",
distro, inner
)))
} else {
let win = win_path.ok_or_else(|| "Windows 项目未配置 win_path".to_string())?;
Ok(std::path::PathBuf::from(win))
}
}
fn get_project_mentor_context(group_id: &str, project_id: &str) -> Result<String, String> {
// 验证项目属于该产品组(与其他 MCP 工具一致)
let conn = db::pool().get().map_err(|e| e.to_string())?;
let exists: bool = conn
.query_row(
"SELECT COUNT(*) FROM project_group_map WHERE group_id = ?1 AND project_id = ?2",
[group_id, project_id],
|r| r.get::<_, i64>(0),
)
.map(|n| n > 0)
.unwrap_or(false);
if !exists {
return Err(format!("项目 {} 不属于产品组 {},或项目不存在", project_id, group_id));
}
let ctx = crate::commands::mentor::get_mentor_context(project_id.to_string())
.map_err(|e| format!("获取导师上下文失败: {e}"))?;
Ok(ctx.mentor_markdown)
}
fn append_project_note(group_id: &str, project_id: &str, content: &str) -> Result<String, String> {
if content.trim().is_empty() {
return Err("笔记内容不能为空".to_string());
}
let conn = db::pool().get().map_err(|e| e.to_string())?;
// 校验 project_id 属于该 group
let exists: bool = conn
.query_row(
"SELECT COUNT(*) FROM project_group_map WHERE group_id = ?1 AND project_id = ?2",
[group_id, project_id],
|r| r.get::<_, i64>(0),
)
.map(|n| n > 0)
.unwrap_or(false);
if !exists {
return Err(format!("项目 {} 不属于产品组 {},或项目不存在", project_id, group_id));
}
conn.execute(
"INSERT INTO project_notes (project_id, source, content) VALUES (?1, 'mcp', ?2)",
rusqlite::params![project_id, content],
)
.map_err(|e| e.to_string())?;
Ok("笔记已保存 ✅".to_string())
}
fn get_project_snapshots(group_id: &str, project_id: &str, days: u32) -> Result<String, String> {
let conn = db::pool().get().map_err(|e| e.to_string())?;
// 校验项目属于该产品组
let exists: bool = conn
.query_row(
"SELECT COUNT(*) FROM project_group_map WHERE group_id = ?1 AND project_id = ?2",
[group_id, project_id],
|r| r.get::<_, i64>(0),
)
.map(|n| n > 0)
.unwrap_or(false);
if !exists {
return Err(format!("项目 {} 不属于产品组 {},或项目不存在", project_id, group_id));
}
let mut stmt = conn
.prepare(
"SELECT snapshot_date, days_since_commit, blueprint_done_rate,
blueprint_in_progress, blueprint_blocked, has_errors
FROM project_snapshots
WHERE project_id = ?1
AND snapshot_date >= date('now', 'localtime', ?2)
ORDER BY snapshot_date ASC",
)
.map_err(|e| e.to_string())?;
let offset = format!("-{} days", days);
let rows: Vec<(String, Option<i64>, Option<f64>, i64, i64, i64)> = stmt
.query_map(rusqlite::params![project_id, offset], |r| {
Ok((r.get(0)?, r.get(1)?, r.get(2)?, r.get(3)?, r.get(4)?, r.get(5)?))
})
.map_err(|e| e.to_string())?
.filter_map(|r| r.ok())
.collect();
if rows.is_empty() {
return Ok(format!(
"项目 `{}` 暂无历史快照(快照在每次应用启动时写入,最多保留 {} 天)。",
project_id, days
));
}
let mut md = format!(
"# 项目历史快照:`{}`\n\n最近 {} 天,共 {} 条记录\n\n",
project_id,
days,
rows.len()
);
md.push_str("| 日期 | 距上次提交(天) | 蓝图完成率 | 进行中模块 | 阻塞任务 | 有错误 |\n");
md.push_str("|------|--------------|-----------|-----------|---------|------|\n");
for (date, days_commit, done_rate, in_prog, blocked, has_err) in &rows {
let commit_col = days_commit
.map(|d| d.to_string())
.unwrap_or_else(|| "".to_string());
let rate_col = done_rate
.map(|r| format!("{:.0}%", r * 100.0))
.unwrap_or_else(|| "".to_string());
let err_col = if *has_err == 1 { "⚠️" } else { "" };
md.push_str(&format!(
"| {} | {} | {} | {} | {} | {} |\n",
date, commit_col, rate_col, in_prog, blocked, err_col
));
}
md.push_str("\n---\n\n请根据以上趋势数据,分析哪些变量与项目停滞或健康度下降最相关,并给出改进建议。\n");
Ok(md)
}