1

ruoyi-admin/src/main/java/com/ruoyi/web/controller/jarvis/OrderProfitAnalysisController.java

@@ -0,0 +1,111 @@
+package com.ruoyi.web.controller.jarvis;
+
+import com.ruoyi.common.annotation.Log;
+import com.ruoyi.common.core.controller.BaseController;
+import com.ruoyi.common.core.domain.AjaxResult;
+import com.ruoyi.common.enums.BusinessType;
+import com.ruoyi.jarvis.domain.dto.OrderProfitAnalyzeRequest;
+import com.ruoyi.jarvis.service.IOrderProfitAnalysisService;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RequestParam;
+import org.springframework.web.bind.annotation.RestController;
+
+import java.util.Map;
+
+/**
+ * 慢单订单/利润 AI 分析
+ */
+@RestController
+@RequestMapping("/jarvis/order-profit-analysis")
+public class OrderProfitAnalysisController extends BaseController {
+
+    private final IOrderProfitAnalysisService orderProfitAnalysisService;
+
+    public OrderProfitAnalysisController(IOrderProfitAnalysisService orderProfitAnalysisService) {
+        this.orderProfitAnalysisService = orderProfitAnalysisService;
+    }
+
+    /**
+     * 预览统计 JSON（本期 / 上期 / 对比），不调用大模型。
+     */
+    @GetMapping("/stats")
+    public AjaxResult stats(@RequestParam(value = "periodType", required = false) String periodType,
+                            @RequestParam(value = "date", required = false) String date) {
+        try {
+            return AjaxResult.success(orderProfitAnalysisService.buildStats(periodType, date));
+        } catch (Exception e) {
+            logger.error("预览利润统计失败", e);
+            return AjaxResult.error("预览失败: " + e.getMessage());
+        }
+    }
+
+    /**
+     * 套固定提示词调用已配置大模型；push=true 时推企微。
+     */
+    @Log(title = "慢单利润AI分析", businessType = BusinessType.OTHER)
+    @PostMapping("/analyze")
+    public AjaxResult analyze(@RequestBody(required = false) OrderProfitAnalyzeRequest request) {
+        try {
+            if (request == null) {
+                request = new OrderProfitAnalyzeRequest();
+            }
+            boolean push = Boolean.TRUE.equals(request.getPush());
+            String trigger = request.getTrigger();
+            Map<String, Object> data = orderProfitAnalysisService.analyze(
+                    request.getPeriodType(), request.getDate(), push, request.getProfileId(), trigger);
+            return AjaxResult.success(data);
+        } catch (Exception e) {
+            logger.error("利润 AI 分析失败", e);
+            return AjaxResult.error("分析失败: " + e.getMessage());
+        }
+    }
+
+    /**
+     * 测试推送：按所选周期分析并立即推企微，记入发送记录（trigger=test）。
+     */
+    @Log(title = "慢单利润AI分析测试推送", businessType = BusinessType.OTHER)
+    @PostMapping("/test")
+    public AjaxResult test(@RequestBody(required = false) OrderProfitAnalyzeRequest request) {
+        try {
+            if (request == null) {
+                request = new OrderProfitAnalyzeRequest();
+            }
+            Map<String, Object> data = orderProfitAnalysisService.analyze(
+                    request.getPeriodType(), request.getDate(), true, request.getProfileId(), "test");
+            return AjaxResult.success(data);
+        } catch (Exception e) {
+            logger.error("利润分析测试推送失败", e);
+            return AjaxResult.error("测试失败: " + e.getMessage());
+        }
+    }
+
+    /**
+     * 发送记录（新的在前）。
+     */
+    @GetMapping("/send-logs")
+    public AjaxResult sendLogs(@RequestParam(value = "limit", required = false) Integer limit) {
+        try {
+            int n = limit == null ? 30 : limit;
+            return AjaxResult.success(orderProfitAnalysisService.listSendLogs(n));
+        } catch (Exception e) {
+            logger.error("读取利润分析发送记录失败", e);
+            return AjaxResult.error("读取失败: " + e.getMessage());
+        }
+    }
+
+    /**
+     * 最近一次分析结果（按周期）。
+     */
+    @GetMapping("/latest")
+    public AjaxResult latest(@RequestParam(value = "periodType", required = false) String periodType) {
+        try {
+            return AjaxResult.success(orderProfitAnalysisService.latest(periodType));
+        } catch (Exception e) {
+            logger.error("读取最近利润分析失败", e);
+            return AjaxResult.error("读取失败: " + e.getMessage());
+        }
+    }
+}

ruoyi-admin/src/main/resources/application-dev.yml

@@ -222,6 +222,14 @@ jarvis:
     # 获取评论接口服务地址（后端转发，避免前端跨域）
     fetch-comments:
       base-url: http://192.168.8.60:5008
+  # 慢单利润/订单 AI 分析：聚合成 JSON → 固定提示词 → 已激活大模型 → 企微推送
+  order-profit-analysis:
+    enabled: true
+    # 接收人 UserID，多个逗号或 |；留空则回退 goofish-notify-touser
+    touser: ""
+    daily-cron: "0 0 21 * * ?"
+    weekly-cron: "0 20 8 ? * MON"
+    monthly-cron: "0 30 8 1 * ?"
   # 企微经 wxSend 调用本接口时校验（须与 wxSend 配置一致）
   wecom:
     inbound-secret: jarvis_wecom_bridge_change_me

ruoyi-admin/src/main/resources/application-prod.yml

@@ -219,6 +219,12 @@ jarvis:
     # 获取评论接口服务地址（后端转发）
     fetch-comments:
       base-url: http://192.168.8.60:5008
+  order-profit-analysis:
+    enabled: true
+    touser: ""
+    daily-cron: "0 0 23 * * ?"
+    weekly-cron: "0 20 8 ? * MON"
+    monthly-cron: "0 30 8 1 * ?"
   wecom:
     inbound-secret: jarvis_wecom_bridge_change_me
     wxsend-base-url: https://wxts.van333.cn

ruoyi-system/src/main/java/com/ruoyi/jarvis/domain/dto/OrderProfitAnalyzeRequest.java

@@ -0,0 +1,25 @@
+package com.ruoyi.jarvis.domain.dto;
+
+import lombok.Data;
+
+/**
+ * 慢单利润 AI 分析请求
+ */
+@Data
+public class OrderProfitAnalyzeRequest {
+
+    /** day / week / month */
+    private String periodType;
+
+    /** 锚点日期 yyyy-MM-dd */
+    private String date;
+
+    /** 是否推送到企微 */
+    private Boolean push;
+
+    /** 可选：指定 LLM profileId，空则用当前激活配置 */
+    private String profileId;
+
+    /** scheduled / manual / test */
+    private String trigger;
+}

ruoyi-system/src/main/java/com/ruoyi/jarvis/service/IOrderProfitAnalysisService.java

@@ -0,0 +1,39 @@
+package com.ruoyi.jarvis.service;
+
+import java.util.Map;
+
+/**
+ * 慢单订单/利润 AI 分析：先聚合成 JSON，再套固定提示词调用已配置大模型。
+ */
+public interface IOrderProfitAnalysisService {
+
+    /**
+     * 仅生成统计 JSON（含本期、上期、对比），不调用 AI。
+     *
+     * @param periodType day / week / month
+     * @param date       锚点日期 yyyy-MM-dd，空则按周期取最近完整区间
+     */
+    Map<String, Object> buildStats(String periodType, String date);
+
+    /**
+     * 统计 + AI 分析；push=true 时推送到企微。
+     *
+     * @param trigger scheduled / manual / test，写入发送记录
+     */
+    Map<String, Object> analyze(String periodType, String date, boolean push, String profileId, String trigger);
+
+    /**
+     * 读取最近一次分析结果（Redis）。
+     */
+    Map<String, Object> latest(String periodType);
+
+    /**
+     * 推送/测试发送记录，新的在前。
+     */
+    java.util.List<Map<String, Object>> listSendLogs(int limit);
+
+    /**
+     * 定时任务入口：日报推当天，周报/月报推上一完整区间。
+     */
+    void runScheduled(String periodType);
+}

ruoyi-system/src/main/java/com/ruoyi/jarvis/service/impl/OrderProfitAnalysisServiceImpl.java

@@ -0,0 +1,814 @@
+package com.ruoyi.jarvis.service.impl;
+
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONObject;
+import com.alibaba.fastjson2.JSONWriter;
+import com.ruoyi.common.utils.StringUtils;
+import com.ruoyi.jarvis.domain.JDOrder;
+import com.ruoyi.jarvis.service.IJDOrderService;
+import com.ruoyi.jarvis.service.IOrderProfitAnalysisService;
+import com.ruoyi.jarvis.service.IPhoneForwardActivePush;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.beans.factory.annotation.Value;
+import org.springframework.data.redis.core.StringRedisTemplate;
+import org.springframework.stereotype.Service;
+
+import java.io.InputStream;
+import java.io.OutputStream;
+import java.math.BigDecimal;
+import java.math.RoundingMode;
+import java.net.HttpURLConnection;
+import java.net.URL;
+import java.nio.charset.StandardCharsets;
+import java.time.DayOfWeek;
+import java.time.LocalDate;
+import java.time.ZoneId;
+import java.time.format.DateTimeFormatter;
+import java.time.temporal.TemporalAdjusters;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.LinkedHashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.UUID;
+import java.util.concurrent.TimeUnit;
+
+/**
+ * 慢单利润/订单 AI 分析。数据来自 jd_order，提示词走 Redis social_media:prompt:order:profit_analysis，
+ * 推理转发 Jarvis /jarvis/social-media/llm/test（与闲鱼种草同一套激活配置）。
+ */
+@Service
+public class OrderProfitAnalysisServiceImpl implements IOrderProfitAnalysisService {
+
+    private static final Logger log = LoggerFactory.getLogger(OrderProfitAnalysisServiceImpl.class);
+
+    public static final String PROMPT_KEY = "order:profit_analysis";
+    private static final String REDIS_PROMPT_PREFIX = "social_media:prompt:";
+    private static final String REDIS_LATEST_PREFIX = "order_profit_analysis:latest:";
+    private static final String REDIS_SEND_LOG = "order_profit_analysis:send_log";
+    private static final int SEND_LOG_MAX = 80;
+    private static final ZoneId ZONE = ZoneId.of("Asia/Shanghai");
+    private static final DateTimeFormatter DAY = DateTimeFormatter.ISO_LOCAL_DATE;
+    private static final DateTimeFormatter TS = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss");
+    private static final int TOP_N = 15;
+    /** 企微文本约 2048 字节，按 UTF-8 切段并留余量 */
+    private static final int WECOM_CHUNK_BYTES = 1800;
+
+    public static final String DEFAULT_PROMPT =
+            "你是电商分销订单与利润分析助手。下面是已经汇总好的 JSON 统计（慢单 jd_order；"
+                    + "仅 is_count_enabled=1 参与；已退款单不计入付款/后返/利润）。\n\n"
+                    + "请基于数据写一份简洁中文报告，不要编造 JSON 里没有的数字。结构如下：\n"
+                    + "1. 周期结论（1-2 句）\n"
+                    + "2. 订单与利润对比：本期 vs 上期，写明增减和幅度\n"
+                    + "3. 结构拆解：分销标记 / 型号 / 下单人前缀的亮点与异常\n"
+                    + "4. 风险：退款、利润缺失、额外成本\n"
+                    + "5. 建议：1-3 条可执行动作\n\n"
+                    + "输出纯文本，适合企业微信阅读，控制在 800 字以内，可用简单条目，不要用 Markdown 代码块。\n\n"
+                    + "统计数据：\n{{stats_json}}";
+
+    @Autowired
+    private IJDOrderService jdOrderService;
+
+    @Autowired(required = false)
+    private StringRedisTemplate redisTemplate;
+
+    @Autowired(required = false)
+    private IPhoneForwardActivePush phoneForwardActivePush;
+
+    @Value("${jarvis.server.jarvis-java.base-url:http://127.0.0.1:6666}")
+    private String jarvisBaseUrl;
+
+    @Value("${jarvis.order-profit-analysis.enabled:true}")
+    private boolean enabled;
+
+    @Value("${jarvis.order-profit-analysis.touser:}")
+    private String analysisTouser;
+
+    @Value("${jarvis.wecom.goofish-notify-touser:}")
+    private String fallbackTouser;
+
+    @Override
+    public Map<String, Object> buildStats(String periodType, String date) {
+        PeriodRange current = resolvePeriod(periodType, date, false);
+        return assemblePayload(periodType, current, false);
+    }
+
+    @Override
+    public Map<String, Object> analyze(String periodType, String date, boolean push, String profileId, String trigger) {
+        PeriodRange current = resolvePeriod(periodType, date, false);
+        return doAnalyze(periodType, current, push, profileId, trigger);
+    }
+
+    @Override
+    public Map<String, Object> latest(String periodType) {
+        String type = normalizePeriod(periodType);
+        if (redisTemplate == null) {
+            return Collections.emptyMap();
+        }
+        String raw = redisTemplate.opsForValue().get(REDIS_LATEST_PREFIX + type);
+        if (StringUtils.isEmpty(raw)) {
+            return Collections.emptyMap();
+        }
+        JSONObject jo = JSON.parseObject(raw);
+        return jo == null ? Collections.emptyMap() : new LinkedHashMap<>(jo);
+    }
+
+    @Override
+    public List<Map<String, Object>> listSendLogs(int limit) {
+        if (redisTemplate == null) {
+            return Collections.emptyList();
+        }
+        int n = limit <= 0 ? 30 : Math.min(limit, SEND_LOG_MAX);
+        List<String> raw = redisTemplate.opsForList().range(REDIS_SEND_LOG, 0, n - 1);
+        if (raw == null || raw.isEmpty()) {
+            return Collections.emptyList();
+        }
+        List<Map<String, Object>> out = new ArrayList<>();
+        for (String s : raw) {
+            if (StringUtils.isEmpty(s)) {
+                continue;
+            }
+            JSONObject jo = JSON.parseObject(s);
+            if (jo != null) {
+                out.add(new LinkedHashMap<>(jo));
+            }
+        }
+        return out;
+    }
+
+    @Override
+    public void runScheduled(String periodType) {
+        if (!enabled) {
+            log.info("慢单利润分析定时任务已关闭 periodType={}", periodType);
+            return;
+        }
+        PeriodRange current = resolvePeriod(periodType, null, true);
+        try {
+            Map<String, Object> result = doAnalyze(periodType, current, true, null, "scheduled");
+            log.info("慢单利润分析定时完成 period={} pushed={} reportLen={}",
+                    current.label, result.get("pushed"),
+                    result.get("report") == null ? 0 : String.valueOf(result.get("report")).length());
+        } catch (Exception e) {
+            log.error("慢单利润分析定时失败 periodType={} range={}", periodType, current.label, e);
+        }
+    }
+
+    private Map<String, Object> doAnalyze(String periodType, PeriodRange current, boolean push, String profileId,
+                                          String trigger) {
+        Map<String, Object> stats = assemblePayload(periodType, current, true);
+        String statsJson = JSON.toJSONString(stats, JSONWriter.Feature.PrettyFormat);
+        String prompt = loadPrompt().replace("{{stats_json}}", statsJson);
+
+        String report;
+        String aiError = null;
+        try {
+            report = callJarvisLlm(prompt, profileId);
+            if (StringUtils.isEmpty(report)) {
+                throw new RuntimeException("大模型返回为空");
+            }
+        } catch (Exception e) {
+            aiError = e.getMessage();
+            log.warn("慢单利润 AI 分析失败，改用数字摘要: {}", aiError);
+            report = buildFallbackReport(stats, aiError);
+        }
+
+        boolean pushed = false;
+        String pushError = null;
+        String toUser = resolveTouser();
+        if (push) {
+            try {
+                pushed = pushReport(current.titlePrefix, report, toUser);
+                if (!pushed) {
+                    pushError = StringUtils.isEmpty(toUser)
+                            ? "未配置接收人（touser / goofish-notify-touser）"
+                            : "推送未成功（检查 wxSend）";
+                }
+            } catch (Exception e) {
+                pushError = e.getMessage();
+                log.warn("慢单利润分析推送失败: {}", pushError);
+            }
+        }
+
+        Map<String, Object> result = new LinkedHashMap<>();
+        result.put("periodType", normalizePeriod(periodType));
+        result.put("periodLabel", current.label);
+        result.put("generatedAt", java.time.LocalDateTime.now(ZONE).format(TS));
+        result.put("trigger", normalizeTrigger(trigger));
+        result.put("stats", stats);
+        result.put("report", report);
+        result.put("aiError", aiError);
+        result.put("pushed", pushed);
+        result.put("pushError", pushError);
+        result.put("toUser", toUser);
+        cacheLatest(normalizePeriod(periodType), result);
+        if (push) {
+            appendSendLog(result, stats);
+        }
+        return result;
+    }
+
+    private Map<String, Object> assemblePayload(String periodType, PeriodRange current, boolean forLlm) {
+        PeriodRange previous = current.previous();
+        Map<String, Object> cur = summarize(current);
+        Map<String, Object> prev = summarize(previous);
+
+        Map<String, Object> payload = new LinkedHashMap<>();
+        payload.put("periodType", current.type);
+        payload.put("periodLabel", current.label);
+        payload.put("timezone", ZONE.getId());
+        payload.put("current", cur);
+        payload.put("previous", prev);
+        payload.put("compare", compare(cur, prev));
+        if (!forLlm) {
+            payload.put("generatedAt", java.time.LocalDateTime.now(ZONE).format(TS));
+        }
+        return payload;
+    }
+
+    private Map<String, Object> summarize(PeriodRange range) {
+        JDOrder query = new JDOrder();
+        query.getParams().put("beginTime", range.begin.format(DAY));
+        query.getParams().put("endTime", range.end.format(DAY));
+        List<JDOrder> rows = jdOrderService.selectJDOrderList(query);
+        if (rows == null) {
+            rows = Collections.emptyList();
+        }
+
+        int orderCount = 0;
+        int refundCount = 0;
+        int missingProfitCount = 0;
+        BigDecimal payment = BigDecimal.ZERO;
+        BigDecimal rebate = BigDecimal.ZERO;
+        BigDecimal profit = BigDecimal.ZERO;
+        BigDecimal extraCost = BigDecimal.ZERO;
+        BigDecimal selling = BigDecimal.ZERO;
+        Map<String, GroupAcc> byMark = new LinkedHashMap<>();
+        Map<String, GroupAcc> byModel = new LinkedHashMap<>();
+        Map<String, GroupAcc> byBuyer = new LinkedHashMap<>();
+
+        for (JDOrder o : rows) {
+            if (!isCountEnabled(o)) {
+                continue;
+            }
+            orderCount++;
+            boolean refunded = o.getIsRefunded() != null && o.getIsRefunded() == 1;
+            if (refunded) {
+                refundCount++;
+                continue;
+            }
+            BigDecimal pay = money(o.getPaymentAmount());
+            BigDecimal reb = money(o.getRebateAmount());
+            BigDecimal extra = money(o.getExtraCost());
+            BigDecimal sell = money(o.getSellingPrice());
+            payment = payment.add(pay);
+            rebate = rebate.add(reb);
+            extraCost = extraCost.add(extra);
+            selling = selling.add(sell);
+            if (o.getProfit() == null) {
+                missingProfitCount++;
+            } else {
+                profit = profit.add(money(o.getProfit()));
+            }
+            addGroup(byMark, blankTo(o.getDistributionMark(), "未标记"), pay, reb, extra, o.getProfit());
+            addGroup(byModel, modelKey(o), pay, reb, extra, o.getProfit());
+            addGroup(byBuyer, buyerGroupKey(o.getBuyer()), pay, reb, extra, o.getProfit());
+        }
+
+        int valid = orderCount - refundCount;
+        Map<String, Object> out = new LinkedHashMap<>();
+        out.put("beginDate", range.begin.format(DAY));
+        out.put("endDate", range.end.format(DAY));
+        out.put("label", range.label);
+        out.put("orderCount", orderCount);
+        out.put("refundCount", refundCount);
+        out.put("validOrderCount", valid);
+        out.put("missingProfitCount", missingProfitCount);
+        out.put("totalPayment", num(payment));
+        out.put("totalRebate", num(rebate));
+        out.put("totalCost", num(payment.subtract(rebate)));
+        out.put("totalSellingPrice", num(selling));
+        out.put("totalExtraCost", num(extraCost));
+        out.put("totalProfit", num(profit));
+        BigDecimal avg = valid > 0
+                ? profit.divide(BigDecimal.valueOf(valid), 2, RoundingMode.HALF_UP)
+                : BigDecimal.ZERO.setScale(2, RoundingMode.HALF_UP);
+        out.put("avgProfit", num(avg));
+        BigDecimal rate = payment.compareTo(BigDecimal.ZERO) > 0
+                ? profit.multiply(BigDecimal.valueOf(100)).divide(payment, 2, RoundingMode.HALF_UP)
+                : BigDecimal.ZERO.setScale(2, RoundingMode.HALF_UP);
+        out.put("profitRatePct", num(rate));
+        out.put("byMark", toGroupList(byMark, Integer.MAX_VALUE));
+        out.put("byModel", toGroupList(byModel, TOP_N));
+        out.put("byBuyer", toGroupList(byBuyer, TOP_N));
+        return out;
+    }
+
+    private static Map<String, Object> compare(Map<String, Object> cur, Map<String, Object> prev) {
+        Map<String, Object> c = new LinkedHashMap<>();
+        putDelta(c, "orderCount", cur, prev);
+        putDelta(c, "refundCount", cur, prev);
+        putDelta(c, "totalPayment", cur, prev);
+        putDelta(c, "totalRebate", cur, prev);
+        putDelta(c, "totalProfit", cur, prev);
+        putDelta(c, "avgProfit", cur, prev);
+        putDelta(c, "profitRatePct", cur, prev);
+        return c;
+    }
+
+    private static void putDelta(Map<String, Object> out, String key, Map<String, Object> cur, Map<String, Object> prev) {
+        BigDecimal a = toDecimal(cur.get(key));
+        BigDecimal b = toDecimal(prev.get(key));
+        BigDecimal delta = a.subtract(b).setScale(2, RoundingMode.HALF_UP);
+        Map<String, Object> item = new LinkedHashMap<>();
+        item.put("current", num(a));
+        item.put("previous", num(b));
+        item.put("delta", num(delta));
+        BigDecimal pct;
+        if (b.compareTo(BigDecimal.ZERO) == 0) {
+            pct = a.compareTo(BigDecimal.ZERO) == 0
+                    ? BigDecimal.ZERO.setScale(2, RoundingMode.HALF_UP)
+                    : BigDecimal.valueOf(100).setScale(2, RoundingMode.HALF_UP);
+        } else {
+            pct = delta.multiply(BigDecimal.valueOf(100)).divide(b.abs(), 2, RoundingMode.HALF_UP);
+        }
+        item.put("changePct", num(pct));
+        out.put(key, item);
+    }
+
+    private String loadPrompt() {
+        if (redisTemplate != null) {
+            try {
+                String stored = redisTemplate.opsForValue().get(REDIS_PROMPT_PREFIX + PROMPT_KEY);
+                if (StringUtils.isNotEmpty(stored)) {
+                    return stored;
+                }
+            } catch (Exception e) {
+                log.warn("读取利润分析提示词失败，使用内置默认: {}", e.getMessage());
+            }
+        }
+        return DEFAULT_PROMPT;
+    }
+
+    private String callJarvisLlm(String message, String profileId) throws Exception {
+        String base = jarvisBaseUrl == null ? "" : jarvisBaseUrl.trim();
+        if (base.endsWith("/")) {
+            base = base.substring(0, base.length() - 1);
+        }
+        String url = base + "/jarvis/social-media/llm/test";
+        JSONObject body = new JSONObject();
+        body.put("message", message);
+        if (StringUtils.isNotEmpty(profileId)) {
+            body.put("profileId", profileId.trim());
+        }
+        String resp = postJson(url, body.toJSONString(), 15000, 180000);
+        if (StringUtils.isEmpty(resp)) {
+            throw new RuntimeException("Jarvis 返回为空，请检查服务可达性");
+        }
+        Object parsed = JSON.parse(resp);
+        if (!(parsed instanceof JSONObject)) {
+            throw new RuntimeException("Jarvis 响应格式错误");
+        }
+        JSONObject jo = (JSONObject) parsed;
+        if (!Integer.valueOf(200).equals(jo.getInteger("code"))) {
+            throw new RuntimeException(StringUtils.isEmpty(jo.getString("msg")) ? "Jarvis 调用失败" : jo.getString("msg"));
+        }
+        Object dataObj = jo.get("data");
+        if (!(dataObj instanceof JSONObject)) {
+            throw new RuntimeException("Jarvis data 结构异常");
+        }
+        JSONObject data = (JSONObject) dataObj;
+        if (!Boolean.TRUE.equals(data.getBoolean("success"))) {
+            throw new RuntimeException(StringUtils.isEmpty(data.getString("error")) ? "大模型调用失败" : data.getString("error"));
+        }
+        return data.getString("reply");
+    }
+
+    private boolean pushReport(String title, String report, String toUser) {
+        if (phoneForwardActivePush == null) {
+            log.warn("利润分析推送跳过：IPhoneForwardActivePush 不可用");
+            return false;
+        }
+        if (StringUtils.isEmpty(toUser)) {
+            log.warn("利润分析推送跳过：未配置 jarvis.order-profit-analysis.touser 或 jarvis.wecom.goofish-notify-touser");
+            return false;
+        }
+        String full = (title == null ? "" : title) + "\n" + (report == null ? "" : report.trim());
+        List<String> chunks = splitUtf8Chunks(full, WECOM_CHUNK_BYTES);
+        return phoneForwardActivePush.schedulePushChunks(toUser, null, chunks);
+    }
+
+    private String resolveTouser() {
+        return normalizeTouser(StringUtils.isNotEmpty(analysisTouser) ? analysisTouser : fallbackTouser);
+    }
+
+    @SuppressWarnings("unchecked")
+    private void appendSendLog(Map<String, Object> result, Map<String, Object> stats) {
+        if (redisTemplate == null) {
+            return;
+        }
+        try {
+            Map<String, Object> row = new LinkedHashMap<>();
+            row.put("id", UUID.randomUUID().toString().replace("-", ""));
+            row.put("sentAt", result.get("generatedAt"));
+            row.put("trigger", result.get("trigger"));
+            row.put("periodType", result.get("periodType"));
+            row.put("periodLabel", result.get("periodLabel"));
+            row.put("toUser", result.get("toUser"));
+            row.put("pushed", result.get("pushed"));
+            row.put("pushError", result.get("pushError"));
+            row.put("aiError", result.get("aiError"));
+            Map<String, Object> cur = stats == null ? null : (Map<String, Object>) stats.get("current");
+            if (cur != null) {
+                row.put("orderCount", cur.get("orderCount"));
+                row.put("totalProfit", cur.get("totalProfit"));
+            }
+            String report = result.get("report") == null ? "" : String.valueOf(result.get("report"));
+            row.put("report", report);
+            redisTemplate.opsForList().leftPush(REDIS_SEND_LOG, JSON.toJSONString(row));
+            redisTemplate.opsForList().trim(REDIS_SEND_LOG, 0, SEND_LOG_MAX - 1);
+        } catch (Exception e) {
+            log.warn("写入利润分析发送记录失败: {}", e.getMessage());
+        }
+    }
+
+    private static String normalizeTrigger(String trigger) {
+        if (StringUtils.isEmpty(trigger)) {
+            return "manual";
+        }
+        String t = trigger.trim().toLowerCase();
+        if ("scheduled".equals(t) || "test".equals(t) || "manual".equals(t)) {
+            return t;
+        }
+        return "manual";
+    }
+
+    private void cacheLatest(String periodType, Map<String, Object> result) {
+        if (redisTemplate == null) {
+            return;
+        }
+        try {
+            redisTemplate.opsForValue().set(REDIS_LATEST_PREFIX + periodType,
+                    JSON.toJSONString(result), 40, TimeUnit.DAYS);
+        } catch (Exception e) {
+            log.warn("缓存利润分析结果失败: {}", e.getMessage());
+        }
+    }
+
+    @SuppressWarnings("unchecked")
+    private String buildFallbackReport(Map<String, Object> stats, String aiError) {
+        Map<String, Object> cur = (Map<String, Object>) stats.get("current");
+        Map<String, Object> cmp = (Map<String, Object>) stats.get("compare");
+        StringBuilder sb = new StringBuilder();
+        sb.append(stats.get("periodLabel")).append('\n');
+        sb.append("订单 ").append(cur.get("orderCount"))
+                .append("（退款 ").append(cur.get("refundCount")).append("）  ")
+                .append("利润 ").append(cur.get("totalProfit"))
+                .append(formatCmp(cmp, "totalProfit")).append('\n');
+        sb.append("付款 ").append(cur.get("totalPayment"))
+                .append(formatCmp(cmp, "totalPayment"))
+                .append("  后返 ").append(cur.get("totalRebate")).append('\n');
+        List<Map<String, Object>> marks = (List<Map<String, Object>>) cur.get("byMark");
+        if (marks != null && !marks.isEmpty()) {
+            sb.append("分销：");
+            int n = 0;
+            for (Map<String, Object> m : marks) {
+                if (n > 0) {
+                    sb.append("；");
+                }
+                sb.append(m.get("name")).append(' ').append(m.get("orderCount")).append("单/")
+                        .append(m.get("profit"));
+                if (++n >= 6) {
+                    break;
+                }
+            }
+            sb.append('\n');
+        }
+        if (StringUtils.isNotEmpty(aiError)) {
+            sb.append("（AI 分析失败：").append(aiError).append('）');
+        }
+        return sb.toString();
+    }
+
+    @SuppressWarnings("unchecked")
+    private static String formatCmp(Map<String, Object> cmp, String key) {
+        if (cmp == null || !(cmp.get(key) instanceof Map)) {
+            return "";
+        }
+        Map<String, Object> item = (Map<String, Object>) cmp.get(key);
+        Object pct = item.get("changePct");
+        Object delta = item.get("delta");
+        if (pct == null) {
+            return "";
+        }
+        return "（环比 " + signed(delta) + " / " + signed(pct) + "%）";
+    }
+
+    private static String signed(Object v) {
+        BigDecimal d = toDecimal(v);
+        if (d.compareTo(BigDecimal.ZERO) > 0) {
+            return "+" + num(d);
+        }
+        return String.valueOf(num(d));
+    }
+
+    private PeriodRange resolvePeriod(String periodType, String date, boolean scheduled) {
+        String type = normalizePeriod(periodType);
+        LocalDate today = LocalDate.now(ZONE);
+        LocalDate anchor = scheduled ? null : parseDate(date);
+        if (anchor == null) {
+            if ("week".equals(type)) {
+                anchor = today.minusWeeks(1).with(DayOfWeek.MONDAY);
+            } else if ("month".equals(type)) {
+                anchor = today.minusMonths(1).withDayOfMonth(1);
+            } else {
+                // 日报：当天晚上推当天，页面预览默认也是今天
+                anchor = today;
+            }
+        }
+        if ("week".equals(type)) {
+            LocalDate begin = anchor.with(DayOfWeek.MONDAY);
+            LocalDate end = begin.plusDays(6);
+            return new PeriodRange(type, begin, end,
+                    begin.format(DAY) + " ~ " + end.format(DAY) + " 周报",
+                    "【慢单利润周报】" + begin.format(DAY) + " ~ " + end.format(DAY));
+        }
+        if ("month".equals(type)) {
+            LocalDate begin = anchor.with(TemporalAdjusters.firstDayOfMonth());
+            LocalDate end = anchor.with(TemporalAdjusters.lastDayOfMonth());
+            return new PeriodRange(type, begin, end,
+                    begin.getYear() + "年" + begin.getMonthValue() + "月 月报",
+                    "【慢单利润月报】" + begin.getYear() + "年" + begin.getMonthValue() + "月");
+        }
+        return new PeriodRange("day", anchor, anchor,
+                anchor.format(DAY) + " 日报",
+                "【慢单利润日报】" + anchor.format(DAY));
+    }
+
+    private static String normalizePeriod(String periodType) {
+        if (periodType == null) {
+            return "day";
+        }
+        String t = periodType.trim().toLowerCase();
+        if ("week".equals(t) || "month".equals(t) || "day".equals(t)) {
+            return t;
+        }
+        if ("周".equals(periodType) || "weekly".equals(t)) {
+            return "week";
+        }
+        if ("月".equals(periodType) || "monthly".equals(t)) {
+            return "month";
+        }
+        return "day";
+    }
+
+    private static LocalDate parseDate(String date) {
+        if (StringUtils.isEmpty(date)) {
+            return null;
+        }
+        try {
+            return LocalDate.parse(date.trim(), DAY);
+        } catch (Exception e) {
+            return null;
+        }
+    }
+
+    private static boolean isCountEnabled(JDOrder o) {
+        return o.getIsCountEnabled() == null || o.getIsCountEnabled() == 1;
+    }
+
+    private static String modelKey(JDOrder o) {
+        String a = o.getModelNumber() == null ? "" : o.getModelNumber().trim();
+        String b = o.getModelShop() == null ? "" : o.getModelShop().trim();
+        String k = a + b;
+        return k.isEmpty() ? "未填型号" : k;
+    }
+
+    private static String buyerGroupKey(String buyer) {
+        if (buyer == null) {
+            return "未填下单人";
+        }
+        String t = buyer.trim();
+        if (t.isEmpty()) {
+            return "未填下单人";
+        }
+        int idx = t.indexOf('-');
+        if (idx > 0) {
+            String prefix = t.substring(0, idx).trim();
+            return prefix.isEmpty() ? t : prefix;
+        }
+        return t;
+    }
+
+    private static void addGroup(Map<String, GroupAcc> map, String name, BigDecimal pay, BigDecimal reb,
+                                 BigDecimal extra, Double profit) {
+        GroupAcc acc = map.computeIfAbsent(name, k -> new GroupAcc());
+        acc.orderCount++;
+        acc.payment = acc.payment.add(pay);
+        acc.rebate = acc.rebate.add(reb);
+        acc.extraCost = acc.extraCost.add(extra);
+        if (profit != null) {
+            acc.profit = acc.profit.add(money(profit));
+        }
+    }
+
+    private static List<Map<String, Object>> toGroupList(Map<String, GroupAcc> map, int limit) {
+        List<Map.Entry<String, GroupAcc>> list = new ArrayList<>(map.entrySet());
+        list.sort(Comparator
+                .comparing((Map.Entry<String, GroupAcc> e) -> e.getValue().profit, Comparator.reverseOrder())
+                .thenComparing(e -> e.getValue().orderCount, Comparator.reverseOrder()));
+        List<Map<String, Object>> out = new ArrayList<>();
+        int n = 0;
+        for (Map.Entry<String, GroupAcc> e : list) {
+            if (n++ >= limit) {
+                break;
+            }
+            GroupAcc a = e.getValue();
+            Map<String, Object> row = new LinkedHashMap<>();
+            row.put("name", e.getKey());
+            row.put("orderCount", a.orderCount);
+            row.put("payment", num(a.payment));
+            row.put("rebate", num(a.rebate));
+            row.put("extraCost", num(a.extraCost));
+            row.put("profit", num(a.profit));
+            out.add(row);
+        }
+        return out;
+    }
+
+    private static BigDecimal money(Double v) {
+        if (v == null) {
+            return BigDecimal.ZERO.setScale(2, RoundingMode.HALF_UP);
+        }
+        return BigDecimal.valueOf(v).setScale(2, RoundingMode.HALF_UP);
+    }
+
+    private static Object num(BigDecimal v) {
+        return v == null ? 0.00 : v.setScale(2, RoundingMode.HALF_UP);
+    }
+
+    private static BigDecimal toDecimal(Object v) {
+        if (v == null) {
+            return BigDecimal.ZERO.setScale(2, RoundingMode.HALF_UP);
+        }
+        if (v instanceof BigDecimal) {
+            return ((BigDecimal) v).setScale(2, RoundingMode.HALF_UP);
+        }
+        if (v instanceof Number) {
+            return BigDecimal.valueOf(((Number) v).doubleValue()).setScale(2, RoundingMode.HALF_UP);
+        }
+        try {
+            return new BigDecimal(String.valueOf(v)).setScale(2, RoundingMode.HALF_UP);
+        } catch (Exception e) {
+            return BigDecimal.ZERO.setScale(2, RoundingMode.HALF_UP);
+        }
+    }
+
+    private static String blankTo(String s, String def) {
+        return StringUtils.isEmpty(s) ? def : s.trim();
+    }
+
+    private static String normalizeTouser(String raw) {
+        if (StringUtils.isEmpty(raw)) {
+            return "";
+        }
+        String[] parts = raw.split("[,|，；;\\s]+");
+        StringBuilder sb = new StringBuilder();
+        for (String p : parts) {
+            if (StringUtils.isEmpty(p)) {
+                continue;
+            }
+            if (sb.length() > 0) {
+                sb.append('|');
+            }
+            sb.append(p.trim());
+        }
+        return sb.toString();
+    }
+
+    private static List<String> splitUtf8Chunks(String text, int maxBytes) {
+        List<String> out = new ArrayList<>();
+        if (text == null) {
+            return out;
+        }
+        String s = text.trim();
+        if (s.isEmpty()) {
+            return out;
+        }
+        int i = 0;
+        while (i < s.length()) {
+            int end = i;
+            int bytes = 0;
+            int lastBreak = i;
+            while (end < s.length()) {
+                int cp = s.codePointAt(end);
+                int charLen = Character.charCount(cp);
+                int b = new String(Character.toChars(cp)).getBytes(StandardCharsets.UTF_8).length;
+                if (bytes + b > maxBytes) {
+                    break;
+                }
+                bytes += b;
+                end += charLen;
+                if (s.charAt(end - 1) == '\n') {
+                    lastBreak = end;
+                }
+            }
+            if (end == i) {
+                end = i + Character.charCount(s.codePointAt(i));
+            } else if (lastBreak > i && end < s.length()) {
+                end = lastBreak;
+            }
+            String piece = s.substring(i, end).trim();
+            if (!piece.isEmpty()) {
+                out.add(piece);
+            }
+            i = end;
+            while (i < s.length() && s.charAt(i) == '\n') {
+                i++;
+            }
+        }
+        return out;
+    }
+
+    private static String postJson(String url, String json, int connectMs, int readMs) throws Exception {
+        byte[] bytes = json.getBytes(StandardCharsets.UTF_8);
+        HttpURLConnection conn = (HttpURLConnection) new URL(url).openConnection();
+        try {
+            conn.setRequestMethod("POST");
+            conn.setConnectTimeout(connectMs);
+            conn.setReadTimeout(readMs);
+            conn.setDoOutput(true);
+            conn.setRequestProperty("Content-Type", "application/json;charset=UTF-8");
+            try (OutputStream os = conn.getOutputStream()) {
+                os.write(bytes);
+            }
+            int code = conn.getResponseCode();
+            InputStream is = code >= 200 && code < 300 ? conn.getInputStream() : conn.getErrorStream();
+            String resp = readAll(is);
+            if (code < 200 || code >= 300) {
+                throw new RuntimeException("HTTP " + code + (StringUtils.isEmpty(resp) ? "" : (" " + resp)));
+            }
+            return resp;
+        } finally {
+            conn.disconnect();
+        }
+    }
+
+    private static String readAll(InputStream is) throws java.io.IOException {
+        if (is == null) {
+            return "";
+        }
+        byte[] buf = new byte[4096];
+        StringBuilder sb = new StringBuilder();
+        int n;
+        while ((n = is.read(buf)) >= 0) {
+            sb.append(new String(buf, 0, n, StandardCharsets.UTF_8));
+        }
+        return sb.toString();
+    }
+
+    private static final class PeriodRange {
+        final String type;
+        final LocalDate begin;
+        final LocalDate end;
+        final String label;
+        final String titlePrefix;
+
+        PeriodRange(String type, LocalDate begin, LocalDate end, String label, String titlePrefix) {
+            this.type = type;
+            this.begin = begin;
+            this.end = end;
+            this.label = label;
+            this.titlePrefix = titlePrefix;
+        }
+
+        PeriodRange previous() {
+            if ("week".equals(type)) {
+                LocalDate b = begin.minusWeeks(1);
+                LocalDate e = end.minusWeeks(1);
+                return new PeriodRange(type, b, e,
+                        b.format(DAY) + " ~ " + e.format(DAY) + " 上周",
+                        titlePrefix);
+            }
+            if ("month".equals(type)) {
+                LocalDate b = begin.minusMonths(1).with(TemporalAdjusters.firstDayOfMonth());
+                LocalDate e = b.with(TemporalAdjusters.lastDayOfMonth());
+                return new PeriodRange(type, b, e,
+                        b.getYear() + "年" + b.getMonthValue() + "月 上月",
+                        titlePrefix);
+            }
+            LocalDate d = begin.minusDays(1);
+            return new PeriodRange(type, d, d, d.format(DAY) + " 昨日对比", titlePrefix);
+        }
+    }
+
+    private static final class GroupAcc {
+        int orderCount;
+        BigDecimal payment = BigDecimal.ZERO.setScale(2, RoundingMode.HALF_UP);
+        BigDecimal rebate = BigDecimal.ZERO.setScale(2, RoundingMode.HALF_UP);
+        BigDecimal extraCost = BigDecimal.ZERO.setScale(2, RoundingMode.HALF_UP);
+        BigDecimal profit = BigDecimal.ZERO.setScale(2, RoundingMode.HALF_UP);
+    }
+}

ruoyi-system/src/main/java/com/ruoyi/jarvis/service/impl/SocialMediaServiceImpl.java

@@ -51,7 +51,8 @@ public class SocialMediaServiceImpl implements ISocialMediaService
         "xianyu:wenan_base",
         "xianyu:jiaonixiadan_extra",
         "xianyu:title_clean_regex",
-        "xianyu:seed_note_prompt"
+        "xianyu:seed_note_prompt",
+        "order:profit_analysis"
     };
 
     // 模板说明
@@ -64,6 +65,7 @@ public class SocialMediaServiceImpl implements ISocialMediaService
         put("xianyu:jiaonixiadan_extra", "闲鱼文案·教你下单版尾部附加说明\n接在「更新日期：yyyy-MM-dd」之后（纯文本）");
         put("xianyu:title_clean_regex", "闲鱼文案·标题/型号清洗正则\n从标题与型号备注中移除营销敏感片段；须为 Java 正则，匹配到的内容会被删除");
         put("xianyu:seed_note_prompt", "闲鱼文案·种草文案提示词模板\n占位符：{{goods_title}} {{goods_model}} {{goods_type}} {{goods_brand}} {{channel_source}} {{official_price}} {{sell_price}} {{warranty}} {{delivery_install}}");
+        put("order:profit_analysis", "慢单利润/订单 AI 分析提示词\n占位符：{{stats_json}} — 本期/上期/对比统计 JSON");
     }};
 
     /** 多套大模型 JSON 存储，与 Jarvis_java SocialMediaLlmClient 一致 */
@@ -186,6 +188,7 @@ public class SocialMediaServiceImpl implements ISocialMediaService
         put("xianyu:jiaonixiadan_extra", DEFAULT_XIANYU_JIAONIXIADAN_EXTRA);
         put("xianyu:title_clean_regex", DEFAULT_XIANYU_TITLE_CLEAN_REGEX);
         put("xianyu:seed_note_prompt", DEFAULT_XIANYU_SEED_NOTE_PROMPT);
+        put("order:profit_analysis", OrderProfitAnalysisServiceImpl.DEFAULT_PROMPT);
     }};
 
     /**

ruoyi-system/src/main/java/com/ruoyi/jarvis/task/OrderProfitAnalysisTask.java

@@ -0,0 +1,44 @@
+package com.ruoyi.jarvis.task;
+
+import com.ruoyi.jarvis.service.IOrderProfitAnalysisService;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import org.springframework.scheduling.annotation.Scheduled;
+import org.springframework.stereotype.Component;
+
+import javax.annotation.Resource;
+
+/**
+ * 慢单利润/订单 AI 分析定时推送：日报（当天晚上推当天）、周报（上周一至周日）、月报（上月）。
+ */
+@Component
+public class OrderProfitAnalysisTask {
+
+    private static final Logger log = LoggerFactory.getLogger(OrderProfitAnalysisTask.class);
+
+    @Resource
+    private IOrderProfitAnalysisService orderProfitAnalysisService;
+
+    @Scheduled(cron = "${jarvis.order-profit-analysis.daily-cron:0 0 21 * * ?}")
+    public void daily() {
+        run("day");
+    }
+
+    @Scheduled(cron = "${jarvis.order-profit-analysis.weekly-cron:0 20 8 ? * MON}")
+    public void weekly() {
+        run("week");
+    }
+
+    @Scheduled(cron = "${jarvis.order-profit-analysis.monthly-cron:0 30 8 1 * ?}")
+    public void monthly() {
+        run("month");
+    }
+
+    private void run(String periodType) {
+        try {
+            orderProfitAnalysisService.runScheduled(periodType);
+        } catch (Exception e) {
+            log.error("慢单利润分析定时任务异常 periodType={}", periodType, e);
+        }
+    }
+}