diff --git a/json/opp_reports.json b/json/opp_reports.json
index bb7f442..652c513 100644
--- a/json/opp_reports.json
+++ b/json/opp_reports.json
@@ -17,7 +17,8 @@
       "created_at",
       "updated_at",
       "confirm_task_id",
-      "confirmed_by"
+      "confirmed_by",
+      "ppt_path"
     ],
     "editable": {
       "new_data_url": "{{entire_url('add_opp_reports.dspy')}}",
diff --git a/models/opp_reports.json b/models/opp_reports.json
index c9a77a3..faa5c29 100644
--- a/models/opp_reports.json
+++ b/models/opp_reports.json
@@ -56,6 +56,12 @@
             "type": "str",
             "length": 32
         },
+        {
+            "name": "ppt_path",
+            "title": "PPT文件路径",
+            "type": "str",
+            "length": 500
+        },
         {
             "name": "confirmed_by",
             "title": "确认人",
diff --git a/pipeline_opportunity/opp_ability.py b/pipeline_opportunity/opp_ability.py
index 9fe6207..bb3a8ab 100644
--- a/pipeline_opportunity/opp_ability.py
+++ b/pipeline_opportunity/opp_ability.py
@@ -36,6 +36,9 @@ OPP_TOOLS = [
                    parameters={"tender_id": "招标信息ID"}, category="data"),
     ToolDefinition(name="opp_crawler_stats", description="查看数据爬取平台采集健康度（总量/24h新增/最近运行）",
                    parameters={}, category="data"),
+    ToolDefinition(name="opp_category_references", description="查某软件主题的全部分项明细（references 可查证：每条带公告原文URL+采集来源）。回答热点/排名类问题时用本工具取分项并附来源链接",
+                   parameters={"category": "软件主题名(须与热点排名中的category一致)",
+                               "days": "统计窗口天数(默认30)", "limit": "条数(默认200)"}, category="data"),
 
     # ── 报告与审批（商机闭环）──
     ToolDefinition(name="opp_create_report", description="创建软件研发报告草稿。从热门软件中选定的方向写入报告，数据基础章节自动从爬取平台拉取",
@@ -76,11 +79,16 @@ OPP_PROMPT = """你是「商机产线」的驾驶舱 agent，负责把招标市
 ## 硬规则
 - 报告里的招标数量、预算、项目案例必须来自工具返回的真实数据，**禁止编造**；
   查不到就如实写"数据未覆盖"。
+- **所有分析必须带 references（可查证）**：给排名/统计/推荐结论时，调
+  opp_category_references 取该主题的分项明细，回答末尾附 References 章节——
+  列出自带的「📋 数据参考」菜单（用户可逐条点开查公告原文），
+  并在正文中给出 3-5 条代表性分项的标题+公告链接（markdown 链接，外链会自动新窗口打开）。
 - 每条引用的招标信息带来源链接（爬虫平台已提供 url / source_url）。
 - 报告没被人工确认，不许当作可发起审批；审批没过，不许当作可立项。
 
 ## 典型场景
-- 用户问「最近什么软件最火/最值得做」→ opp_hot_software(days=30) 后给结论。
+- 用户问「最近什么软件最火/最值得做」→ opp_hot_software(days=30) 后给结论，
+  并对推荐的主题调 opp_category_references 附 references。
 - 用户问「今天有什么AI招标」→ opp_daily_ai_tenders()。
 - 用户说「给XX写个研发报告」→ opp_create_report → 拉数据补写 → opp_submit_report。
 - 用户问进展 → opp_diagnose（报告/审批分布 + 待办人工任务）。"""
@@ -174,6 +182,25 @@ async def _h_crawler_stats(sor, p, ctx):
     return json.dumps(res, ensure_ascii=False, default=str)
 
 
+async def _h_category_references(sor, p, ctx):
+    from .opp_data_capability import category_references
+    category = (p.get("category") or "").strip()
+    if not category:
+        return _fmt(False, "缺少 category（软件主题名）")
+    ok, res = await category_references(
+        sor, category, days=int(p.get("days") or 30),
+        limit=min(int(p.get("limit") or 200), 1000))
+    if not ok:
+        return _fmt(False, res)
+    return json.dumps({
+        "category": res.get("category"),
+        "窗口": "%d天" % res.get("window_days"),
+        "分项总数": res.get("count"),
+        "分项": res.get("items"),
+        "说明": "每条分项的 url 为公告原文、source_url 为采集来源，均可点击查证",
+    }, ensure_ascii=False, default=str)
+
+
 async def _h_create_report(sor, p, ctx):
     from .opp_report_capability import create_report
     ok, rid = await create_report(
@@ -248,6 +275,7 @@ OPP_HANDLERS = {
     "opp_search_tenders": _h_search,
     "opp_tender_detail": _h_detail,
     "opp_crawler_stats": _h_crawler_stats,
+    "opp_category_references": _h_category_references,
     "opp_create_report": _h_create_report,
     "opp_update_report": _h_update_report,
     "opp_list_reports": _h_list_reports,
@@ -287,6 +315,8 @@ def register_opp_ability():
              "type": "popup", "width": "88%", "height": "82%"},
             {"label": "✅ 研发审批", "icon": "", "url": "/pipeline-opportunity/opp_approvals/index.ui",
              "type": "popup", "width": "88%", "height": "82%"},
+            {"label": "📋 数据参考", "icon": "", "url": "/pipeline-opportunity/api/opp_references_popup.dspy",
+             "type": "popup", "width": "70%", "height": "76%"},
         ],
     )
     register_ability(ability)
diff --git a/pipeline_opportunity/opp_data_capability.py b/pipeline_opportunity/opp_data_capability.py
index c2b6786..f16ffa2 100644
--- a/pipeline_opportunity/opp_data_capability.py
+++ b/pipeline_opportunity/opp_data_capability.py
@@ -37,6 +37,15 @@ async def hot_software(sor, days=30, top=10):
                              {"days": days, "top": top})
 
 
+async def category_references(sor, category, days=30, limit=500):
+    """某软件主题的全部分项（references 可查证）。
+
+    每条带公告原文 url + 采集来源 source_url，供界面逐条查证。
+    """
+    return await crawler_get(sor, "/api/category_references",
+                             {"category": category, "days": days, "limit": limit})
+
+
 async def crawler_stats(sor):
     """爬虫平台采集健康度。"""
     return await crawler_get(sor, "/api/stats")
diff --git a/pipeline_opportunity/opp_ppt.py b/pipeline_opportunity/opp_ppt.py
new file mode 100644
index 0000000..2edc6e3
--- /dev/null
+++ b/pipeline_opportunity/opp_ppt.py
@@ -0,0 +1,161 @@
+"""研发报告 PPT 生成：markdown 报告正文 → .pptx 文件（可下载查证）。
+
+触发时机：opp_submit_report 提交人工确认时生成/更新，存到
+项目工作空间 deliverables/ 目录（与报告同源，人工确认时可直接下载审阅）。
+
+设计取舍：
+- python-pptx 纯后端生成，无外部模板依赖（模板缺失时降级纯文本版式）。
+- markdown 按 # / ## 切页；列表/表格转要点；来源链接保留为文本（PPT 超链接
+  兼容性差，查证走界面按钮）。
+"""
+
+import logging
+import os
+import re
+
+logger = logging.getLogger("pipeline.opportunity.ppt")
+
+
+def _md_to_sections(content):
+    """markdown 正文切分为 [(标题, [要点行], 原文块)] 段。
+
+    # 一级标题视为章节页；无标题的连续文本归入"正文"页。
+    """
+    sections = []
+    cur_title = ""
+    cur_lines = []
+    for raw in (content or "").split("\n"):
+        line = raw.rstrip()
+        m = re.match(r"^(#{1,3})\s+(.+)$", line)
+        if m and len(m.group(1)) <= 2:
+            if cur_title or cur_lines:
+                sections.append((cur_title, cur_lines))
+            cur_title = m.group(2).strip()
+            cur_lines = []
+            continue
+        if line.strip():
+            cur_lines.append(line)
+    if cur_title or cur_lines:
+        sections.append((cur_title, cur_lines))
+    return sections
+
+
+def _line_to_bullet(line):
+    """markdown 行 → PPT 要点文本（去标记、保留链接为 文字(链接)）。"""
+    s = line.strip()
+    s = re.sub(r"^\s*[-*+]\s+", "", s)          # 列表符
+    s = re.sub(r"^\s*\d+[.、)]\s*", "", s)       # 有序列表
+    s = re.sub(r"\*\*(.+?)\*\*", r"\1", s)      # 粗体
+    s = re.sub(r"\*(.+?)\*", r"\1", s)          # 斜体
+    s = re.sub(r"^\|.*\|$", lambda m: " | ".join(
+        c.strip() for c in m.group(0).strip("|").split("|") if c.strip()), s)  # 表格行
+    if re.match(r"^[-: =]+$", s):
+        return ""                                # 表格分隔线
+    s = re.sub(r"\[([^\]]+)\]\(([^)]+)\)", r"\1（\2）", s)  # 链接 → 文字(链接)
+    return s.strip()
+
+
+def build_report_ppt(title, content, software="", out_path=""):
+    """生成 PPT 并保存。返回 (True, 文件路径) 或 (False, 错误)。"""
+    try:
+        from pptx import Presentation
+        from pptx.util import Inches, Pt
+        from pptx.dml.color import RGBColor
+    except ImportError:
+        return False, "缺少 python-pptx（pip install python-pptx）"
+
+    if not out_path:
+        return False, "缺少输出路径"
+
+    prs = Presentation()
+    prs.slide_width = Inches(13.333)
+    prs.slide_height = Inches(7.5)
+    blank_layout = prs.slide_layouts[6]
+
+    def _add_title_bar(slide, text, color=(0x1E, 0x40, 0xAF)):
+        box = slide.shapes.add_textbox(Inches(0.5), Inches(0.3), Inches(12.3), Inches(0.8))
+        tf = box.text_frame
+        p = tf.paragraphs[0]
+        run = p.add_run()
+        run.text = text
+        run.font.size = Pt(26)
+        run.font.bold = True
+        run.font.color.rgb = RGBColor(*color)
+
+    # ── 封面页 ──
+    slide = prs.slides.add_slide(blank_layout)
+    box = slide.shapes.add_textbox(Inches(0.8), Inches(2.6), Inches(11.7), Inches(2))
+    tf = box.text_frame
+    tf.word_wrap = True
+    p = tf.paragraphs[0]
+    run = p.add_run()
+    run.text = title or "研发报告"
+    run.font.size = Pt(36)
+    run.font.bold = True
+    run.font.color.rgb = RGBColor(0x0F, 0x17, 0x2A)
+    sub = software or ""
+    if sub:
+        p2 = tf.add_paragraph()
+        r2 = p2.add_run()
+        r2.text = "方向：%s" % sub
+        r2.font.size = Pt(18)
+        r2.font.color.rgb = RGBColor(0x64, 0x74, 0x8B)
+    p3 = tf.add_paragraph()
+    r3 = p3.add_run()
+    r3.text = "商机产线 · 数据来自数据爬取平台（可查证）"
+    r3.font.size = Pt(14)
+    r3.font.color.rgb = RGBColor(0x94, 0xA3, 0xB8)
+
+    # ── 内容页 ──
+    sections = _md_to_sections(content)
+    for sec_title, lines in sections:
+        bullets = [b for b in (_line_to_bullet(l) for l in lines) if b]
+        if not sec_title and not bullets:
+            continue
+        # 要点过多 → 分页（每页 ≤ 8 条，防溢出）
+        chunks = [bullets[i:i + 8] for i in range(0, max(len(bullets), 1), 8)] or [[]]
+        for ci, chunk in enumerate(chunks):
+            slide = prs.slides.add_slide(blank_layout)
+            t = sec_title or "正文"
+            if len(chunks) > 1:
+                t += "（%d/%d）" % (ci + 1, len(chunks))
+            _add_title_bar(slide, t)
+            box = slide.shapes.add_textbox(Inches(0.7), Inches(1.3), Inches(12), Inches(5.8))
+            tf = box.text_frame
+            tf.word_wrap = True
+            first = True
+            for b in chunk:
+                p = tf.paragraphs[0] if first else tf.add_paragraph()
+                first = False
+                run = p.add_run()
+                run.text = "• " + b
+                run.font.size = Pt(15)
+                run.font.color.rgb = RGBColor(0x33, 0x41, 0x55)
+                p.space_after = Pt(8)
+
+    # ── 尾页 ──
+    slide = prs.slides.add_slide(blank_layout)
+    _add_title_bar(slide, "说明", color=(0x64, 0x74, 0x8B))
+    box = slide.shapes.add_textbox(Inches(0.7), Inches(1.4), Inches(12), Inches(5))
+    tf = box.text_frame
+    tf.word_wrap = True
+    for i, note in enumerate([
+        "本报告全部数据来自数据爬取平台（内网采集、已去重）。",
+        "每条引用均带公告原文/采集来源，可在产线平台「数据参考」逐条查证。",
+        "报告状态以平台门禁为准（人工确认 → 研发审批），未经审批不得视为立项依据。",
+    ]):
+        p = tf.paragraphs[0] if i == 0 else tf.add_paragraph()
+        run = p.add_run()
+        run.text = note
+        run.font.size = Pt(15)
+        run.font.color.rgb = RGBColor(0x47, 0x55, 0x69)
+        p.space_after = Pt(10)
+
+    os.makedirs(os.path.dirname(out_path), exist_ok=True)
+    prs.save(out_path)
+    try:
+        npages = len(prs.slides._sldIdLst)
+    except Exception:
+        npages = -1
+    logger.info("报告 PPT 已生成: %s (%d 页)", out_path, npages)
+    return True, out_path
diff --git a/pipeline_opportunity/opp_report_capability.py b/pipeline_opportunity/opp_report_capability.py
index 06b7932..ff444ea 100644
--- a/pipeline_opportunity/opp_report_capability.py
+++ b/pipeline_opportunity/opp_report_capability.py
@@ -11,6 +11,8 @@
 """
 
 import logging
+import os
+import re
 
 from ahserver.serverenv import ServerEnv
 
@@ -87,10 +89,42 @@ async def get_report_full(report_id):
         return rep
 
 
+async def _build_report_ppt(sor, rep):
+    """为报告生成 PPT，存到项目工作空间 deliverables/ 目录。返回文件路径（失败 ''）。"""
+    from .opp_ppt import build_report_ppt
+    # 解析项目目录（{workspace}/{org}/{space}/projects/{项目}/）
+    project_id = rep.get("project_id", "") or ""
+    project_dir = ""
+    if project_id:
+        try:
+            recs = await sor.sqlExe(
+                "SELECT workspace_dir FROM sd_projects WHERE id=${p}$",
+                {"p": project_id})
+            if recs:
+                project_dir = getattr(recs[0], "workspace_dir", "") or ""
+        except Exception:
+            project_dir = ""
+    if not project_dir:
+        # 无项目/无目录：兜底放平台 files 目录
+        project_dir = os.path.join(os.getcwd(), "files", "opp_reports")
+    rid = rep.get("id", "")
+    software = re.sub(r"[^\w\u4e00-\u9fff-]", "_", rep.get("software", "") or "report")[:40]
+    fname = "research_report_%s_%s.pptx" % (software, rid[:8])
+    out_path = os.path.join(project_dir, "deliverables", fname)
+    ok, res = build_report_ppt(
+        rep.get("title", ""), rep.get("content", ""),
+        software=rep.get("software", ""), out_path=out_path)
+    if not ok:
+        logger.warning("build_report_ppt 失败: %s", str(res)[:200])
+        return ""
+    return out_path
+
+
 async def submit_for_confirmation(report_id, note=""):
     """agent 完成报告后提交待人工确认：发人工确认任务（门禁）。
 
     报告保持 draft，创建/复用 pending 人工任务。人工确认后才进 confirmed。
+    同时生成报告 PPT（存项目工作空间 deliverables/），供确认人下载审阅。
     """
     db, dbname = get_db()
     async with db.sqlorContext(dbname) as sor:
@@ -99,6 +133,14 @@ async def submit_for_confirmation(report_id, note=""):
             return False, "报告不存在: %s" % report_id
         if rep.get("status") != RP_DRAFT:
             return False, "状态 %s 不可提交确认" % rep.get("status")
+        # 生成/更新报告 PPT（幂等：重复提交覆盖旧文件）
+        ppt_path = ""
+        try:
+            ppt_path = await _build_report_ppt(sor, rep)
+        except Exception as e:
+            logger.warning("报告PPT生成失败(不阻塞提交): %s", str(e)[:200])
+        if ppt_path:
+            await sor.U("opp_reports", {"id": report_id, "ppt_path": ppt_path})
         exist = await find_human_task(sor, rep.get("project_id", ""),
                                       HT_REPORT_CONFIRM, status="pending")
         if exist:
diff --git a/scripts/load_path.py b/scripts/load_path.py
index 5fede5b..aeb23fb 100644
--- a/scripts/load_path.py
+++ b/scripts/load_path.py
@@ -24,6 +24,10 @@ PATHS_LOGINED = [
     "/%s/index.ui" % MOD,
     "/%s/agent" % MOD,
     "/%s/agent/index.ui" % MOD,
+    "/%s/api/opp_references_popup.dspy" % MOD,
+    "/%s/api/opp_references_items.dspy" % MOD,
+    "/%s/api/opp_confirm_report.dspy" % MOD,
+    "/%s/api/opp_report_ppt.dspy" % MOD,
 ]
 for t in TABLES:
     PATHS_LOGINED += [
diff --git a/scripts/migrate_ppt_path.sql b/scripts/migrate_ppt_path.sql
new file mode 100644
index 0000000..77ad962
--- /dev/null
+++ b/scripts/migrate_ppt_path.sql
@@ -0,0 +1,3 @@
+-- pipeline-opportunity 迁移：报告 PPT 路径字段（2026-08-29）
+-- 幂等：列已存在时报错可忽略
+ALTER TABLE opp_reports ADD COLUMN ppt_path VARCHAR(500) DEFAULT '';
diff --git a/wwwroot/api/opp_confirm_report.dspy b/wwwroot/api/opp_confirm_report.dspy
new file mode 100644
index 0000000..c09d162
--- /dev/null
+++ b/wwwroot/api/opp_confirm_report.dspy
@@ -0,0 +1,42 @@
+# opp_confirm_report.dspy - 研发报告人工确认（门禁）
+# 入参：human_task_id=<确认任务id>, decision=approve|reject, comment=意见(可选)
+
+import json as _json
+
+uid = await get_user()
+if not uid:
+	return _json.dumps({"success": False, "error": "未登录"}, ensure_ascii=False)
+
+human_task_id = ((params_kw or {}).get('human_task_id') or '').strip()
+decision = ((params_kw or {}).get('decision') or '').strip()
+comment = ((params_kw or {}).get('comment') or '').strip()
+if not human_task_id:
+	return _json.dumps({"success": False, "error": "缺少 human_task_id"}, ensure_ascii=False)
+if decision not in ('approve', 'reject'):
+	return _json.dumps({"success": False, "error": "decision 必须是 approve/reject"}, ensure_ascii=False)
+
+dbname = get_module_dbname('pipeline-opportunity')
+async with DBPools().sqlorContext(dbname) as sor:
+	from pipeline_opportunity.opp_report_capability import confirm_report
+	# 确认任务 → 报告（opp_reports.confirm_task_id）
+	recs = await sor.sqlExe(
+		"SELECT id, title, status FROM opp_reports WHERE confirm_task_id=${t}$",
+		{"t": human_task_id})
+	await sor.sqlExe("COMMIT", {})
+	if not recs:
+		return _json.dumps({"success": False, "error": "未找到该确认任务对应的报告"}, ensure_ascii=False)
+	report_id = getattr(recs[0], 'id', '')
+	ok, msg = await confirm_report(report_id, decision == 'approve', operator=uid)
+	if not ok:
+		return _json.dumps({"success": False, "error": msg}, ensure_ascii=False)
+	if comment:
+		try:
+			await sor.sqlExe(
+				"UPDATE pipeline_human_tasks SET result_data=${r}$ WHERE id=${i}$",
+				{"r": _json.dumps({"comment": comment}, ensure_ascii=False), "i": human_task_id})
+			await sor.sqlExe("COMMIT", {})
+		except Exception:
+			pass
+return _json.dumps({"success": True,
+	"message": ("报告已确认，可发起研发审批" if decision == 'approve' else "报告已退回草稿待修改")},
+	ensure_ascii=False)
diff --git a/wwwroot/api/opp_references_items.dspy b/wwwroot/api/opp_references_items.dspy
new file mode 100644
index 0000000..915f5bd
--- /dev/null
+++ b/wwwroot/api/opp_references_items.dspy
@@ -0,0 +1,86 @@
+# opp_references_items.dspy - 某软件主题的分项列表（references 可查证）
+# 入参：category=<主题名>。每条分项：标题+时间+预算+地区 + 「公告原文」「来源页」按钮（新窗口）
+
+import json as _json
+
+uid = await get_user()
+if not uid:
+	return {"widgettype": "Message", "options": {"title": "未登录", "message": "请先登录"}}
+
+category = ((params_kw or {}).get("category") or "").strip()
+days = int((params_kw or {}).get("days") or 30)
+if not category:
+	return {"widgettype": "Message", "options": {"title": "缺少参数", "message": "缺少 category"}}
+
+dbname = get_module_dbname('pipeline-opportunity')
+
+async with DBPools().sqlorContext(dbname) as sor:
+	from pipeline_opportunity.opp_data_capability import category_references
+	ok, res = await category_references(sor, category, days=days, limit=500)
+	await sor.sqlExe("COMMIT", {})
+
+rows = []
+if not ok:
+	rows.append({"widgettype": "Text", "options": {
+		"text": "查询失败：" + str(res)[:200],
+		"color": "#dc2626", "padding": "12px", "halign": "left"}})
+else:
+	items = res.get("items") or []
+	if not items:
+		rows.append({"widgettype": "Text", "options": {
+			"text": "该主题近 %d 天无分项" % days, "color": "#64748b", "padding": "12px", "halign": "left"}})
+	for it in items:
+		url = str(it.get("url") or "")
+		src = str(it.get("source_url") or "")
+		sub_btns = []
+		if url:
+			sub_btns.append({"widgettype": "Button", "options": {"label": "公告原文", "css": "small"},
+				"binds": [{"wid": "self", "event": "click", "actiontype": "script",
+					"target": "self",
+					"script": "window.open(" + _json.dumps(url) + ",'_blank','noopener');"}]})
+		if src and src != url:
+			sub_btns.append({"widgettype": "Button", "options": {"label": "来源页", "css": "small"},
+				"binds": [{"wid": "self", "event": "click", "actiontype": "script",
+					"target": "self",
+					"script": "window.open(" + _json.dumps(src) + ",'_blank','noopener');"}]})
+		budget = it.get("budget_wan") or 0
+		meta = "%s ｜ %s ｜ %s" % (
+			str(it.get("publish_time") or "")[:10],
+			str(it.get("region") or "—"),
+			(("预算 %.0f 万" % budget) if budget else "预算未公开"))
+		rows.append({
+			"widgettype": "VBox",
+			"options": {"width": "100%", "padding": "8px 12px", "gap": "4px",
+				"border": "1px solid #e2e8f0", "borderRadius": "8px",
+				"margin": "0 0 6px 0", "bgcolor": "#ffffff"},
+			"subwidgets": [
+				{"widgettype": "Text", "options": {
+					"text": str(it.get("title") or ""), "cfontsize": 0.95,
+					"color": "#0f172a", "halign": "left", "wrap": True}},
+				{"widgettype": "HBox", "options": {"width": "100%", "gap": "10px",
+					"alignItems": "center"},
+					"subwidgets": [
+						{"widgettype": "Text", "options": {"text": meta,
+							"cfontsize": 0.75, "color": "#94a3b8", "halign": "left"}},
+						{"widgettype": "Filler"}
+					] + sub_btns}
+			]
+		})
+
+total = res.get("count", len(rows)) if ok else 0
+return {
+	"widgettype": "PopupWindow",
+	"id": "opp_refs_items_pw",
+	"options": {"title": "分项明细：%s（%d 条）" % (category, total),
+		"width": "80%", "height": "82%", "auto_open": True, "resizable": True},
+	"subwidgets": [{
+		"widgettype": "VBox",
+		"options": {"css": "filler", "width": "100%", "height": "100%",
+			"padding": "12px 16px", "gap": "0px", "overflow": "auto"},
+		"subwidgets": [
+			{"widgettype": "Text", "options": {
+				"text": "每条「公告原文」为招标公告原链接、「来源页」为采集来源页，均在新窗口打开，可逐条查证。",
+				"cfontsize": 0.78, "color": "#64748b", "halign": "left", "margin": "0 0 8px 0"}}
+		] + rows
+	}]
+}
diff --git a/wwwroot/api/opp_references_popup.dspy b/wwwroot/api/opp_references_popup.dspy
new file mode 100644
index 0000000..26d4d1f
--- /dev/null
+++ b/wwwroot/api/opp_references_popup.dspy
@@ -0,0 +1,66 @@
+# opp_references_popup.dspy - 数据参考（references）：主题列表（agent_menu_open 弹窗内嵌内容）
+# 点主题「查看分项」→ opp_references_items.dspy 列分项（每条带来源，点击新窗口查证）
+
+import json as _json
+
+uid = await get_user()
+if not uid:
+	return {"widgettype": "Text", "options": {"text": "请先登录", "color": "#dc2626", "padding": "12px"}}
+
+dbname = get_module_dbname('pipeline-opportunity')
+
+items_url = entire_url("/pipeline-opportunity/api/opp_references_items.dspy")
+
+async with DBPools().sqlorContext(dbname) as sor:
+	from pipeline_opportunity.opp_data_capability import hot_software
+	ok, res = await hot_software(sor, days=30, top=10)
+	await sor.sqlExe("COMMIT", {})
+
+rows = []
+if not ok:
+	rows.append({"widgettype": "Text", "options": {
+		"text": "数据爬取平台暂不可用：" + str(res)[:200],
+		"color": "#dc2626", "padding": "12px", "halign": "left"}})
+else:
+	ranking = res.get("ranking") or []
+	if not ranking:
+		rows.append({"widgettype": "Text", "options": {
+			"text": "近30天暂无招标数据", "color": "#64748b", "padding": "12px", "halign": "left"}})
+	for i, r in enumerate(ranking):
+		cat = str(r.get("category", ""))
+		cnt = r.get("tender_count", 0)
+		budget = r.get("total_budget_wan", 0)
+		script = ("var old=bricks.getWidgetById('opp_refs_items_pw',bricks.app);"
+			"if(old&&old.destroy){old.destroy();}"
+			"var rp=await fetch(" + _json.dumps(items_url) + "+'?category='+encodeURIComponent(" + _json.dumps(cat) + "));"
+			"var d=await rp.json();"
+			"if(d){bricks.widgetBuild(d,bricks.app);}")
+		rows.append({
+			"widgettype": "HBox",
+			"options": {"width": "100%", "gap": "10px", "alignItems": "center",
+				"padding": "8px 14px", "border": "1px solid #e2e8f0",
+				"borderRadius": "8px", "margin": "0 0 8px 0", "bgcolor": "#ffffff"},
+			"subwidgets": [
+				{"widgettype": "Text", "options": {"text": cat, "cfontsize": 1.0,
+					"color": "#0f172a", "halign": "left"}},
+				{"widgettype": "Filler"},
+				{"widgettype": "Text", "options": {"text": "%d 条" % cnt,
+					"cfontsize": 0.85, "color": "#64748b"}},
+				{"widgettype": "Text", "options": {"text": "预算 %s 万" % ("{:,.0f}".format(budget) if budget else "—"),
+					"cfontsize": 0.85, "color": "#64748b"}},
+				{"widgettype": "Button", "options": {"label": "查看分项", "css": "small"},
+					"binds": [{"wid": "self", "event": "click", "actiontype": "script",
+						"target": "self", "script": script}]}
+			]
+		})
+
+return {
+	"widgettype": "VBox",
+	"options": {"css": "filler", "width": "100%", "height": "100%", "padding": "12px 16px",
+		"gap": "6px", "overflow": "auto"},
+	"subwidgets": [
+		{"widgettype": "Text", "options": {
+			"text": "点击「查看分项」列出该主题的全部招标分项；每条分项带公告原文链接，可逐条查证。",
+			"cfontsize": 0.8, "color": "#64748b", "halign": "left", "margin": "0 0 8px 0"}}
+	] + rows
+}
diff --git a/wwwroot/api/opp_report_ppt.dspy b/wwwroot/api/opp_report_ppt.dspy
new file mode 100644
index 0000000..5bf7f22
--- /dev/null
+++ b/wwwroot/api/opp_report_ppt.dspy
@@ -0,0 +1,35 @@
+# opp_report_ppt.dspy - 下载报告 PPT（附件）
+# 入参：report_id。路径只从库读（不接受用户传路径），防路径穿越。
+
+import os
+from urllib.parse import quote
+from aiohttp.web_fileresponse import FileResponse
+
+uid = await get_user()
+if not uid:
+	return {"widgettype": "Message", "options": {"title": "未登录", "message": "请先登录"}}
+
+report_id = ((params_kw or {}).get('report_id') or '').strip()
+if not report_id:
+	return {"widgettype": "Message", "options": {"title": "缺少参数", "message": "缺少 report_id"}}
+
+dbname = get_module_dbname('pipeline-opportunity')
+async with DBPools().sqlorContext(dbname) as sor:
+	recs = await sor.sqlExe(
+		"SELECT title, ppt_path FROM opp_reports WHERE id=${i}$", {"i": report_id})
+	await sor.sqlExe("COMMIT", {})
+
+if not recs:
+	return {"widgettype": "Message", "options": {"title": "不存在", "message": "报告不存在"}}
+
+ppt_path = (getattr(recs[0], 'ppt_path', '') or '').strip()
+title = getattr(recs[0], 'title', '') or '研发报告'
+if not ppt_path or not os.path.isfile(ppt_path):
+	return {"widgettype": "Message", "options": {
+		"title": "无 PPT", "message": "该报告尚未生成 PPT（提交人工确认时自动生成）"}}
+
+filename = os.path.basename(ppt_path)
+safe_name = quote(filename)
+headers = {'Content-Disposition':
+	'attachment; filename="%s"; filename*=UTF-8\'\'%s' % (filename, safe_name)}
+return FileResponse(ppt_path, headers=headers)
diff --git a/wwwroot/opp_reports/get_opp_reports.dspy b/wwwroot/opp_reports/get_opp_reports.dspy
index 79dbb8c..d3aa216 100644
--- a/wwwroot/opp_reports/get_opp_reports.dspy
+++ b/wwwroot/opp_reports/get_opp_reports.dspy
@@ -67,6 +67,12 @@ fields_str=r'''[
         "type": "str",
         "length": 32
     },
+    {
+        "name": "ppt_path",
+        "title": "PPT文件路径",
+        "type": "str",
+        "length": 500
+    },
     {
         "name": "confirmed_by",
         "title": "确认人",
diff --git a/wwwroot/opp_reports/index.ui b/wwwroot/opp_reports/index.ui
index 2678852..81a30c4 100644
--- a/wwwroot/opp_reports/index.ui
+++ b/wwwroot/opp_reports/index.ui
@@ -52,7 +52,8 @@
     "created_at",
     "updated_at",
     "confirm_task_id",
-    "confirmed_by"
+    "confirmed_by",
+    "ppt_path"
 ],
 
 			"fields":[
@@ -130,6 +131,16 @@
         "datatype": "str",
         "label": "确认任务ID"
     },
+    {
+        "name": "ppt_path",
+        "title": "PPT文件路径",
+        "type": "str",
+        "length": 500,
+        "cwidth": 18,
+        "uitype": "str",
+        "datatype": "str",
+        "label": "PPT文件路径"
+    },
     {
         "name": "confirmed_by",
         "title": "确认人",