diff --git a/review_agent/file_summary/services/attachment_reader.py b/review_agent/file_summary/services/attachment_reader.py
new file mode 100644
index 0000000..4f629aa
--- /dev/null
+++ b/review_agent/file_summary/services/attachment_reader.py
@@ -0,0 +1,184 @@
+from __future__ import annotations
+
+import csv
+from dataclasses import asdict, dataclass, field
+from pathlib import Path
+
+from django.conf import settings
+
+from review_agent.models import FileAttachment
+
+
+TEXT_EXTENSIONS = {"txt", "md", "csv", "json", "log"}
+SUPPORTED_EXTENSIONS = TEXT_EXTENSIONS | {"pdf", "docx", "xlsx", "pptx"}
+MAX_PREVIEW_CHARS = 3000
+MAX_ROWS_PER_SHEET = 20
+
+
+@dataclass(frozen=True)
+class AttachmentReadResult:
+    status: str
+    filename: str
+    file_type: str
+    file_size: int
+    preview_text: str = ""
+    sections: list[dict[str, object]] = field(default_factory=list)
+    error_message: str = ""
+
+    def to_dict(self) -> dict[str, object]:
+        return asdict(self)
+
+
+def read_attachment_details(attachment: FileAttachment) -> AttachmentReadResult:
+    file_path = _attachment_absolute_path(attachment)
+    file_type = Path(attachment.original_name).suffix.lower().lstrip(".")
+
+    if not file_path.exists():
+        return _failed(attachment, file_type, "附件文件不存在。")
+    if file_type not in SUPPORTED_EXTENSIONS:
+        return _failed(attachment, file_type, f"暂不支持解析 .{file_type or 'unknown'} 文件。", "unsupported")
+
+    try:
+        if file_type == "pdf":
+            sections = _read_pdf(file_path)
+        elif file_type == "docx":
+            sections = _read_docx(file_path)
+        elif file_type == "xlsx":
+            sections = _read_xlsx(file_path)
+        elif file_type == "pptx":
+            sections = _read_pptx(file_path)
+        elif file_type == "csv":
+            sections = _read_csv(file_path)
+        else:
+            sections = _read_text(file_path)
+    except Exception as exc:
+        return _failed(attachment, file_type, str(exc))
+
+    preview = _build_preview(sections)
+    return AttachmentReadResult(
+        status="success",
+        filename=attachment.original_name,
+        file_type=file_type,
+        file_size=attachment.file_size,
+        preview_text=preview[:MAX_PREVIEW_CHARS],
+        sections=sections,
+    )
+
+
+def _attachment_absolute_path(attachment: FileAttachment) -> Path:
+    path = Path(attachment.storage_path)
+    if path.is_absolute():
+        return path
+    return Path(settings.MEDIA_ROOT) / path
+
+
+def _failed(
+    attachment: FileAttachment,
+    file_type: str,
+    message: str,
+    status: str = "failed",
+) -> AttachmentReadResult:
+    return AttachmentReadResult(
+        status=status,
+        filename=attachment.original_name,
+        file_type=file_type,
+        file_size=attachment.file_size,
+        error_message=message,
+    )
+
+
+def _read_text(path: Path) -> list[dict[str, object]]:
+    text = path.read_text(encoding="utf-8", errors="replace")
+    return [{"type": "text", "name": path.name, "text": text[:MAX_PREVIEW_CHARS]}]
+
+
+def _read_csv(path: Path) -> list[dict[str, object]]:
+    with path.open("r", encoding="utf-8-sig", errors="replace", newline="") as handle:
+        rows = [[str(cell) for cell in row] for row in csv.reader(handle)]
+    return [
+        {
+            "type": "table",
+            "name": path.name,
+            "row_count": len(rows),
+            "rows": rows[:MAX_ROWS_PER_SHEET],
+        }
+    ]
+
+
+def _read_pdf(path: Path) -> list[dict[str, object]]:
+    from pypdf import PdfReader
+
+    reader = PdfReader(str(path))
+    pages = []
+    for index, page in enumerate(reader.pages, start=1):
+        text = page.extract_text() or ""
+        pages.append({"type": "page", "name": f"第 {index} 页", "text": text})
+    return pages
+
+
+def _read_docx(path: Path) -> list[dict[str, object]]:
+    from docx import Document
+
+    document = Document(str(path))
+    paragraphs = [item.text.strip() for item in document.paragraphs if item.text.strip()]
+    sections: list[dict[str, object]] = [
+        {"type": "text", "name": "正文", "text": "\n".join(paragraphs)}
+    ]
+    for index, table in enumerate(document.tables, start=1):
+        rows = [[cell.text.strip() for cell in row.cells] for row in table.rows]
+        sections.append(
+            {
+                "type": "table",
+                "name": f"表格 {index}",
+                "row_count": len(rows),
+                "rows": rows[:MAX_ROWS_PER_SHEET],
+            }
+        )
+    return sections
+
+
+def _read_xlsx(path: Path) -> list[dict[str, object]]:
+    from openpyxl import load_workbook
+
+    workbook = load_workbook(str(path), read_only=True, data_only=True)
+    sections = []
+    for sheet in workbook.worksheets:
+        rows = []
+        for row in sheet.iter_rows(max_row=MAX_ROWS_PER_SHEET, values_only=True):
+            rows.append(["" if cell is None else str(cell) for cell in row])
+        sections.append(
+            {
+                "type": "sheet",
+                "name": sheet.title,
+                "row_count": sheet.max_row,
+                "column_count": sheet.max_column,
+                "rows": rows,
+            }
+        )
+    workbook.close()
+    return sections
+
+
+def _read_pptx(path: Path) -> list[dict[str, object]]:
+    from pptx import Presentation
+
+    presentation = Presentation(str(path))
+    sections = []
+    for index, slide in enumerate(presentation.slides, start=1):
+        texts = []
+        for shape in slide.shapes:
+            if hasattr(shape, "text") and shape.text.strip():
+                texts.append(shape.text.strip())
+        sections.append({"type": "slide", "name": f"幻灯片 {index}", "text": "\n".join(texts)})
+    return sections
+
+
+def _build_preview(sections: list[dict[str, object]]) -> str:
+    parts: list[str] = []
+    for section in sections:
+        if "text" in section and section["text"]:
+            parts.append(str(section["text"]))
+        rows = section.get("rows")
+        if rows:
+            parts.extend(" | ".join(str(cell) for cell in row) for row in rows[:5])
+    return "\n".join(part for part in parts if part).strip()
diff --git a/review_agent/file_summary/skills/attachment_reader.py b/review_agent/file_summary/skills/attachment_reader.py
new file mode 100644
index 0000000..3ce5cff
--- /dev/null
+++ b/review_agent/file_summary/skills/attachment_reader.py
@@ -0,0 +1,31 @@
+from __future__ import annotations
+
+from collections.abc import Iterable
+
+from review_agent.models import FileAttachment
+
+from ..services.attachment_reader import read_attachment_details
+from .base import BaseSkill, SkillResult, WorkflowContext
+
+
+class AttachmentReaderSkill(BaseSkill):
+    name = "attachment_reader"
+
+    def run(self, context: WorkflowContext) -> SkillResult:
+        attachments = FileAttachment.objects.filter(
+            conversation=context.batch.conversation,
+            is_active=True,
+        ).exclude(upload_status=FileAttachment.UploadStatus.DELETED)
+        return self.run_for_attachments(attachments)
+
+    def run_for_attachments(self, attachments: Iterable[FileAttachment]) -> SkillResult:
+        results = [read_attachment_details(attachment).to_dict() for attachment in attachments]
+        if not results:
+            return SkillResult(success=False, message="当前对话没有可读取的附件。")
+
+        has_success = any(item["status"] == "success" for item in results)
+        return SkillResult(
+            success=has_success,
+            data={"attachments": results},
+            message="附件解析完成。" if has_success else "附件解析失败。",
+        )
diff --git a/review_agent/file_summary/workflow_trigger.py b/review_agent/file_summary/workflow_trigger.py
index ff86c41..8e1722e 100644
--- a/review_agent/file_summary/workflow_trigger.py
+++ b/review_agent/file_summary/workflow_trigger.py
@@ -6,6 +6,19 @@ from review_agent.models import Conversation, FileAttachment
 
 
 TRIGGER_KEYWORDS = ("自动汇总", "文件目录", "页数", "目录与页数", "文件清单")
+ATTACHMENT_READER_KEYWORDS = (
+    "阅读附件",
+    "读取附件",
+    "解析附件",
+    "分析附件",
+    "查看附件",
+    "附件详情",
+    "文件详情",
+    "总结附件",
+    "总结文件",
+    "分析这个文件",
+    "阅读这个文件",
+)
 
 
 @dataclass(frozen=True)
@@ -28,3 +41,18 @@ def evaluate_file_summary_trigger(conversation: Conversation, content: str) -> T
         return TriggerResult(should_start=False, reason="missing_attachment")
 
     return TriggerResult(should_start=True, workflow_type="file_summary")
+
+
+def evaluate_attachment_reader_trigger(conversation: Conversation, content: str) -> TriggerResult:
+    text = (content or "").strip()
+    if not any(keyword in text for keyword in ATTACHMENT_READER_KEYWORDS):
+        return TriggerResult(should_start=False, reason="not_matched")
+
+    has_attachment = FileAttachment.objects.filter(
+        conversation=conversation,
+        is_active=True,
+    ).exclude(upload_status=FileAttachment.UploadStatus.DELETED).exists()
+    if not has_attachment:
+        return TriggerResult(should_start=False, reason="missing_attachment")
+
+    return TriggerResult(should_start=True, workflow_type="attachment_reader")
diff --git a/review_agent/services.py b/review_agent/services.py
index c4b352b..f29880f 100644
--- a/review_agent/services.py
+++ b/review_agent/services.py
@@ -6,10 +6,14 @@ from django.db.models import Q, QuerySet
 from django.conf import settings
 from django.utils import timezone
 
+from .file_summary.skills.attachment_reader import AttachmentReaderSkill
 from .file_summary.workflow import create_file_summary_batch, start_file_summary_workflow
-from .file_summary.workflow_trigger import evaluate_file_summary_trigger
+from .file_summary.workflow_trigger import (
+    evaluate_attachment_reader_trigger,
+    evaluate_file_summary_trigger,
+)
 from .llm import LLMConfigurationError, LLMRequestError, generate_reply, stream_reply
-from .models import Conversation, Message
+from .models import Conversation, FileAttachment, Message
 
 
 def list_conversations(user, search: str = "") -> QuerySet[Conversation]:
@@ -92,6 +96,7 @@ def stream_message(conversation: Conversation, content: str):
     user_message = append_user_message(conversation, content)
     assistant_parts: list[str] = []
     trigger = evaluate_file_summary_trigger(conversation, content)
+    attachment_reader_trigger = evaluate_attachment_reader_trigger(conversation, content)
 
     yield sse_event(
         "meta",
@@ -117,6 +122,36 @@ def stream_message(conversation: Conversation, content: str):
         )
         return
 
+    if attachment_reader_trigger.reason == "missing_attachment":
+        reply_content = "请先在当前对话右侧上传需要阅读的附件，然后再发送解析或阅读附件指令。"
+        assistant_message = append_assistant_message(conversation, reply_content)
+        yield sse_event("chunk", {"delta": reply_content})
+        yield sse_event(
+            "done",
+            {
+                "assistant_message_id": assistant_message.pk,
+                "conversation_id": conversation.pk,
+                "title": conversation.title,
+            },
+        )
+        return
+
+    if attachment_reader_trigger.should_start:
+        attachments = _select_attachments_for_reader(conversation, content)
+        result = AttachmentReaderSkill().run_for_attachments(attachments)
+        reply_content = _format_attachment_reader_reply(result.data.get("attachments", []), result.message)
+        assistant_message = append_assistant_message(conversation, reply_content)
+        yield sse_event("chunk", {"delta": reply_content})
+        yield sse_event(
+            "done",
+            {
+                "assistant_message_id": assistant_message.pk,
+                "conversation_id": conversation.pk,
+                "title": conversation.title,
+            },
+        )
+        return
+
     if trigger.should_start:
         batch = create_file_summary_batch(
             conversation=conversation,
@@ -182,6 +217,62 @@ def build_conversation_title(content: str) -> str:
     return normalized[:24]
 
 
+def _select_attachments_for_reader(conversation: Conversation, content: str):
+    attachments = list(
+        FileAttachment.objects.filter(
+            conversation=conversation,
+            is_active=True,
+        )
+        .exclude(upload_status=FileAttachment.UploadStatus.DELETED)
+        .order_by("original_name", "-version_no")
+    )
+    matched = [attachment for attachment in attachments if attachment.original_name in content]
+    return matched or attachments
+
+
+def _format_attachment_reader_reply(attachments: list[dict[str, object]], message: str) -> str:
+    if not attachments:
+        return message or "当前对话没有可读取的附件。"
+
+    lines = ["## 附件解析结果"]
+    for item in attachments:
+        status = item.get("status", "")
+        filename = item.get("filename", "")
+        file_type = item.get("file_type", "")
+        lines.extend(
+            [
+                "",
+                f"### {filename}",
+                f"- 类型：{file_type or '未知'}",
+                f"- 状态：{status}",
+            ]
+        )
+        if item.get("error_message"):
+            lines.append(f"- 错误：{item['error_message']}")
+            continue
+
+        preview = str(item.get("preview_text") or "").strip()
+        if preview:
+            lines.extend(["", "摘要预览：", "```text", preview, "```"])
+
+        sections = item.get("sections") or []
+        if sections:
+            lines.append("")
+            lines.append("结构详情：")
+            for section in sections[:8]:
+                if not isinstance(section, dict):
+                    continue
+                section_type = section.get("type", "section")
+                name = section.get("name", "")
+                extra = ""
+                if "row_count" in section:
+                    extra = f"，{section['row_count']} 行"
+                if "column_count" in section:
+                    extra += f"，{section['column_count']} 列"
+                lines.append(f"- {name}（{section_type}{extra}）")
+    return "\n".join(lines).strip()
+
+
 def sse_event(event_name: str, payload: dict[str, object]) -> str:
     """Formats one server-sent event frame."""
 
diff --git a/tests/test_attachment_reader.py b/tests/test_attachment_reader.py
new file mode 100644
index 0000000..147f889
--- /dev/null
+++ b/tests/test_attachment_reader.py
@@ -0,0 +1,111 @@
+from pathlib import Path
+
+import pytest
+from django.conf import settings
+
+from review_agent.models import Conversation, FileAttachment
+
+
+pytestmark = pytest.mark.django_db
+
+
+def test_read_attachment_extracts_text_file_details(settings, tmp_path, django_user_model):
+    from review_agent.file_summary.services.attachment_reader import read_attachment_details
+
+    settings.MEDIA_ROOT = tmp_path
+    user = django_user_model.objects.create_user(username="owner", password="pass")
+    conversation = Conversation.objects.create(user=user, title="会话")
+    relative_path = Path("uploads") / "note.txt"
+    absolute_path = tmp_path / relative_path
+    absolute_path.parent.mkdir(parents=True)
+    absolute_path.write_text("产品名称：智能审核\n关键结论：可以解析附件详情", encoding="utf-8")
+    attachment = FileAttachment.objects.create(
+        conversation=conversation,
+        user=user,
+        original_name="note.txt",
+        storage_path=relative_path.as_posix(),
+        file_size=absolute_path.stat().st_size,
+        content_type="text/plain",
+    )
+
+    result = read_attachment_details(attachment)
+
+    assert result.status == "success"
+    assert result.filename == "note.txt"
+    assert result.file_type == "txt"
+    assert "智能审核" in result.preview_text
+    assert result.sections[0]["type"] == "text"
+
+
+def test_read_attachment_extracts_docx_and_xlsx_details(settings, tmp_path, django_user_model):
+    from docx import Document
+    from openpyxl import Workbook
+
+    from review_agent.file_summary.services.attachment_reader import read_attachment_details
+
+    settings.MEDIA_ROOT = tmp_path
+    user = django_user_model.objects.create_user(username="owner", password="pass")
+    conversation = Conversation.objects.create(user=user, title="会话")
+
+    docx_path = tmp_path / "uploads" / "summary.docx"
+    docx_path.parent.mkdir(parents=True)
+    doc = Document()
+    doc.add_heading("项目摘要", level=1)
+    doc.add_paragraph("这是 Word 附件里的正文。")
+    doc.save(docx_path)
+    docx_attachment = FileAttachment.objects.create(
+        conversation=conversation,
+        user=user,
+        original_name="summary.docx",
+        storage_path="uploads/summary.docx",
+        file_size=docx_path.stat().st_size,
+    )
+
+    workbook_path = tmp_path / "uploads" / "inventory.xlsx"
+    workbook = Workbook()
+    sheet = workbook.active
+    sheet.title = "清单"
+    sheet.append(["文件名", "页数"])
+    sheet.append(["a.pdf", 3])
+    workbook.save(workbook_path)
+    xlsx_attachment = FileAttachment.objects.create(
+        conversation=conversation,
+        user=user,
+        original_name="inventory.xlsx",
+        storage_path="uploads/inventory.xlsx",
+        file_size=workbook_path.stat().st_size,
+    )
+
+    docx_result = read_attachment_details(docx_attachment)
+    xlsx_result = read_attachment_details(xlsx_attachment)
+
+    assert docx_result.status == "success"
+    assert "项目摘要" in docx_result.preview_text
+    assert "Word 附件里的正文" in docx_result.preview_text
+    assert xlsx_result.status == "success"
+    assert xlsx_result.sections[0]["name"] == "清单"
+    assert xlsx_result.sections[0]["rows"][1] == ["a.pdf", "3"]
+
+
+def test_attachment_reader_skill_returns_structured_details(settings, tmp_path, django_user_model):
+    from review_agent.file_summary.skills.attachment_reader import AttachmentReaderSkill
+
+    settings.MEDIA_ROOT = tmp_path
+    user = django_user_model.objects.create_user(username="owner", password="pass")
+    conversation = Conversation.objects.create(user=user, title="会话")
+    file_path = tmp_path / "uploads" / "readme.txt"
+    file_path.parent.mkdir(parents=True)
+    file_path.write_text("请读取这个附件。", encoding="utf-8")
+    attachment = FileAttachment.objects.create(
+        conversation=conversation,
+        user=user,
+        original_name="readme.txt",
+        storage_path="uploads/readme.txt",
+        file_size=file_path.stat().st_size,
+    )
+
+    result = AttachmentReaderSkill().run_for_attachments([attachment])
+
+    assert result.success is True
+    assert result.data["attachments"][0]["filename"] == "readme.txt"
+    assert "请读取这个附件" in result.data["attachments"][0]["preview_text"]
diff --git a/tests/test_file_summary_workflow.py b/tests/test_file_summary_workflow.py
index ea50817..57534a5 100644
--- a/tests/test_file_summary_workflow.py
+++ b/tests/test_file_summary_workflow.py
@@ -100,3 +100,27 @@ def test_stream_message_uses_normal_llm_path_when_not_triggered(monkeypatch, dja
     joined = "".join(frames)
     assert "普通回复" in joined
     assert "workflow_started" not in joined
+
+
+def test_stream_message_reads_active_attachment_when_requested(settings, tmp_path, django_user_model):
+    settings.MEDIA_ROOT = tmp_path
+    user = django_user_model.objects.create_user(username="owner", password="pass")
+    conversation = Conversation.objects.create(user=user, title="会话")
+    attachment_path = tmp_path / "uploads" / "detail.txt"
+    attachment_path.parent.mkdir(parents=True)
+    attachment_path.write_text("合同编号：RA-2026\n结论：附件阅读成功", encoding="utf-8")
+    FileAttachment.objects.create(
+        conversation=conversation,
+        user=user,
+        original_name="detail.txt",
+        storage_path="uploads/detail.txt",
+        file_size=attachment_path.stat().st_size,
+    )
+
+    frames = list(stream_message(conversation, "请阅读附件并给出详情"))
+
+    joined = "".join(frames)
+    assert "附件解析结果" in joined
+    assert "detail.txt" in joined
+    assert "RA-2026" in joined
+    assert "workflow_started" not in joined