feat(context): CLAUDE.md 注入开关（默认关）+ .agents/skills 行业目录扫描（含同名冲突报错）

- personalization 新增 claude_md_auto_inject（默认关）与 agents_skills_scan_enabled（默认开），配置存 personalization.json 按工作区隔离
- prompt.py 指令文件加载器泛化，messages.py 新增 CLAUDE.md 冻结注入段（模板 claude_md_inject.txt），子目录只列路径通知
- skills_manager catalog 新增工作区 .agents/skills/ 根（原地读取不同步复制），build_skills_list 按真实路径前缀展示并附来源/冲突说明
- read_skill 支持 .agents/skills 路径解析；与 .astrion/skills 同名重复时报错并引导 read_file 按具体路径读取
- 多智能体 sub_agent_context 同步 CLAUDE.md 开关；顺带修复其 skills 段参数名写错被 except 吞掉恒为空、以及 f-string 打印列表 repr 的存量 bug
- 前端个人空间新增两个开关

config/paths.py

@@ -168,6 +168,8 @@ CUSTOM_ROLES_DIR = str(Path(RUNTIME_ROOT) / _MODE / "mutiagents" / "agents")
 # web 模式预设角色目录（web 模式下使用，host 模式下不用）
 WEB_PRESET_ROLES_DIR = str(Path(RUNTIME_ROOT) / "web" / "mutiagents" / "agents")
 WORKSPACE_SKILLS_DIRNAME = ".astrion/skills"
+# 行业通用技能目录（Agent Skills 开放标准，工作区根目录下，扫描不同步复制）
+PROJECT_AGENTS_SKILLS_DIRNAME = ".agents/skills"
 WORKSPACE_MEMORY_DIRNAME = ".astrion/memory"
 WORKSPACE_REVIEW_DIRNAME = ".astrion/review"
 HOST_WORKSPACES_FILE = _resolve_repo_path(
@@ -193,6 +195,7 @@ __all__ = [
     "LOGS_DIR",
     "AGENT_SKILLS_DIR",
     "WORKSPACE_SKILLS_DIRNAME",
+    "PROJECT_AGENTS_SKILLS_DIRNAME",
     "WORKSPACE_MEMORY_DIRNAME",
     "WORKSPACE_REVIEW_DIRNAME",
     "IS_HOST_MODE",

core/main_terminal_parts/context/messages.py

@@ -88,18 +88,18 @@ logger = setup_logger(__name__)
 DISABLE_LENGTH_CHECK = True
 
 
-def _build_sub_agents_md_notice(sub_paths: List[str], total: int) -> str:
+def _build_sub_md_notice(filename: str, sub_paths: List[str], total: int) -> str:
-    """构建子目录 AGENTS.md 路径通知文案（只列相对路径，不注入内容）。无子目录文件时返回空串。"""
+    """构建子目录指令文件路径通知文案（只列相对路径，不注入内容）。无子目录文件时返回空串。"""
     if not sub_paths:
         return ""
-    lines = ["另外，工作区以下子目录也存在 AGENTS.md 规范文件：", ""]
+    lines = [f"另外，工作区以下子目录也存在 {filename} 规范文件：", ""]
     for p in sub_paths:
         lines.append(f"- `{p}`")
     if total > len(sub_paths):
         lines.append("")
         lines.append(f"...共 {total} 个")
     lines.append("")
-    lines.append("这些子目录规范仅适用于其所在目录范围。若你的操作涉及上述目录，请先自行读取对应 AGENTS.md 了解局部规范后再动手，不得将子目录规范当作全局规范套用。")
+    lines.append(f"这些子目录规范仅适用于其所在目录范围。若你的操作涉及上述目录，请先自行读取对应 {filename} 了解局部规范后再动手，不得将子目录规范当作全局规范套用。")
     return "\n".join(lines)
 
 
@@ -181,7 +181,7 @@ class MessagesMixin:
             personalization_config = getattr(self.context_manager, "custom_personalization_config", None) or load_personalization_config(self.data_dir)
             shallow_replace_enabled = bool(personalization_config.get("auto_shallow_compress_enabled", False)) if isinstance(personalization_config, dict) else False
 
-            # 顺序：主prompt → 权限模式 → 执行环境 → 最近对话 → 个性化配置 → 工作区信息 → AGENTS.md → skills → 记忆 → 自定义 → 禁用提示
+            # 顺序：主prompt → 权限模式 → 执行环境 → 最近对话 → 个性化配置 → 工作区信息 → AGENTS.md → CLAUDE.md → skills → 记忆 → 自定义 → 禁用提示
 
             # 权限模式
             permission_mode_message = self._get_or_init_frozen_mode_prompt(
@@ -275,7 +275,7 @@ class MessagesMixin:
                     return ""
                 # 子目录 AGENTS.md 只通知相对路径，不注入内容
                 sub_paths, sub_total = self._load_sub_agents_md_paths()
-                sub_notice = _build_sub_agents_md_notice(sub_paths, sub_total)
+                sub_notice = _build_sub_md_notice("AGENTS.md", sub_paths, sub_total)
                 agents_md_template = self.load_prompt("agents_md_inject").strip()
                 if agents_md_template and "{{AGENTS_MD_CONTENT}}" in agents_md_template:
                     text = agents_md_template.replace("{{AGENTS_MD_CONTENT}}", agents_md_content)
@@ -300,8 +300,48 @@ class MessagesMixin:
                 if agents_md_text:
                     messages.append({"role": "system", "content": agents_md_text})
 
+            # CLAUDE.md（默认关闭，开启后与 AGENTS.md 并列注入）
+            def _build_claude_md_prompt() -> str:
+                claude_md_content = self._load_root_md_content("CLAUDE.md")
+                if not claude_md_content:
+                    return ""
+                # 子目录 CLAUDE.md 只通知相对路径，不注入内容
+                sub_paths, sub_total = self._load_sub_md_paths("CLAUDE.md")
+                sub_notice = _build_sub_md_notice("CLAUDE.md", sub_paths, sub_total)
+                claude_md_template = self.load_prompt("claude_md_inject").strip()
+                if claude_md_template and "{{CLAUDE_MD_CONTENT}}" in claude_md_template:
+                    text = claude_md_template.replace("{{CLAUDE_MD_CONTENT}}", claude_md_content)
+                    text = text.replace("{{CLAUDE_MD_UPDATED_AT}}", self._load_root_md_updated_at("CLAUDE.md"))
+                    text = text.replace("{{SUB_CLAUDE_MD_NOTICE}}", sub_notice)
+                    return text
+                # 模板缺失/无占位符时的兜底格式
+                text = f"【CLAUDE.md 项目规范】{self._load_root_md_updated_at('CLAUDE.md')}\n\n{claude_md_content}\n\n---\n请注意：以上规范来自工作区根目录的 CLAUDE.md 文件，若有冲突请以 CLAUDE.md 为准。"
+                return f"{text}\n\n{sub_notice}" if sub_notice else text
+
+            # 与 AGENTS.md 同理，只在开启时生成并缓存
+            claude_md_inject_enabled = (
+                bool(personalization_config.get("claude_md_auto_inject", False))
+                if isinstance(personalization_config, dict)
+                else False
+            )
+            if claude_md_inject_enabled:
+                claude_md_text = self._get_or_init_frozen_prompt(
+                    "frozen_claude_md_prompt",
+                    _build_claude_md_prompt,
+                )
+                if claude_md_text:
+                    messages.append({"role": "system", "content": claude_md_text})
+
             # skills 列表
-            skills_catalog = get_skills_catalog(private_dir=infer_private_skills_dir(self.data_dir))
+            skills_catalog = get_skills_catalog(
+                private_dir=infer_private_skills_dir(self.data_dir),
+                project_path=self.project_path,
+                scan_project_agents=(
+                    bool(personalization_config.get("agents_skills_scan_enabled", True))
+                    if isinstance(personalization_config, dict)
+                    else True
+                ),
+            )
             enabled_skills = merge_enabled_skills(
                 personalization_config.get("enabled_skills") if isinstance(personalization_config, dict) else None,
                 skills_catalog,

core/main_terminal_parts/context/prompt.py

@@ -101,23 +101,23 @@ _AGENTS_MD_SKIP_DIRS = {
 class PromptMixin:
     """MainTerminalContextMixin prompt 能力 mixin。"""
 
-    def _load_agents_md_content(self) -> Optional[str]:
+    def _load_root_md_content(self, filename: str) -> Optional[str]:
-        """加载工作区根目录的 AGENTS.md 文件内容（仅根目录，子目录的不注入）。"""
+        """加载工作区根目录的指定指令文件内容（仅根目录，子目录的不注入）。"""
         try:
             project_path = Path(self.project_path)
-            root_file = project_path / "AGENTS.md"
+            root_file = project_path / filename
             if not root_file.is_file():
                 return None
             content = root_file.read_text(encoding='utf-8')
             return content.strip() if content else None
         except Exception as exc:
-            logger.warning(f"[AGENTS.md] 读取失败: {exc}")
+            logger.warning(f"[{filename}] 读取失败: {exc}")
             return None
 
-    def _load_agents_md_updated_at(self) -> str:
+    def _load_root_md_updated_at(self, filename: str) -> str:
-        """返回根目录 AGENTS.md 的最后修改时间文案（如「（最后修改：2026-08-12 17:54）」，失败返回空串）。"""
+        """返回根目录指定指令文件的最后修改时间文案（如「（最后修改：2026-08-12 17:54）」，失败返回空串）。"""
         try:
-            root_file = Path(self.project_path) / "AGENTS.md"
+            root_file = Path(self.project_path) / filename
             if not root_file.is_file():
                 return ""
             mtime = root_file.stat().st_mtime
@@ -125,8 +125,8 @@ class PromptMixin:
         except Exception:
             return ""
 
-    def _load_sub_agents_md_paths(self, max_notice: int = 20, timeout_seconds: float = 30.0) -> tuple:
+    def _load_sub_md_paths(self, filename: str, max_notice: int = 20, timeout_seconds: float = 30.0) -> tuple:
-        """扫描工作区一级子目录中的 AGENTS.md，返回 (相对路径列表, 实际总数)。
+        """扫描工作区一级子目录中的指定指令文件，返回 (相对路径列表, 实际总数)。
 
         - 仅扫描根目录与一级子目录，不递归；跳过通用非源码目录（_AGENTS_MD_SKIP_DIRS）。
         - 列表最多 max_notice 个（超出截断，总数仍在第二项返回）。
@@ -141,19 +141,31 @@ class PromptMixin:
             start = time.monotonic()
             for sub in project_path.iterdir():
                 if time.monotonic() - start >= timeout_seconds:
-                    logger.warning(f"[AGENTS.md] 子目录扫描超过 {timeout_seconds}s，返回已扫描到的 {len(found)} 个")
+                    logger.warning(f"[{filename}] 子目录扫描超过 {timeout_seconds}s，返回已扫描到的 {len(found)} 个")
                     break
                 if not sub.is_dir() or sub.name in _AGENTS_MD_SKIP_DIRS:
                     continue
-                candidate = sub / "AGENTS.md"
+                candidate = sub / filename
                 if candidate.is_file():
                     total += 1
                     if len(found) < max_notice:
                         found.append(candidate.relative_to(project_path).as_posix())
         except Exception as exc:
-            logger.warning(f"[AGENTS.md] 子目录扫描失败: {exc}")
+            logger.warning(f"[{filename}] 子目录扫描失败: {exc}")
         return found, total
 
+    def _load_agents_md_content(self) -> Optional[str]:
+        """加载工作区根目录的 AGENTS.md 文件内容（仅根目录，子目录的不注入）。"""
+        return self._load_root_md_content("AGENTS.md")
+
+    def _load_agents_md_updated_at(self) -> str:
+        """返回根目录 AGENTS.md 的最后修改时间文案（如「（最后修改：2026-08-12 17:54）」，失败返回空串）。"""
+        return self._load_root_md_updated_at("AGENTS.md")
+
+    def _load_sub_agents_md_paths(self, max_notice: int = 20, timeout_seconds: float = 30.0) -> tuple:
+        """扫描工作区一级子目录中的 AGENTS.md，返回 (相对路径列表, 实际总数)。"""
+        return self._load_sub_md_paths("AGENTS.md", max_notice=max_notice, timeout_seconds=timeout_seconds)
+
     def load_prompt(self, name: str) -> str:
             """加载提示模板"""
             prompt_file = Path(PROMPTS_DIR) / f"{name}.txt"

core/main_terminal_parts/tools_definition/file_tools.py

@@ -119,7 +119,7 @@ class ToolsDefinitionFileToolsMixin:
                         "type": "function",
                         "function": {
                             "name": "read_skill",
-                            "description": "按 skill 名称读取 .astrion/skills/<name>/SKILL.md 内容；内部等价于 read_file 的 read 模式，并返回解析后的 path。",
+                            "description": "按 skill 名称读取 SKILL.md 内容（.astrion/skills/<name>/ 或 .agents/skills/<name>/）；内部等价于 read_file 的 read 模式，并返回解析后的 path。若技能在 .astrion/skills/ 与 .agents/skills/ 同名重复，会报错并提示改用 read_file 按具体路径读取。",
                             "parameters": {
                                 "type": "object",
                                 "properties": self._inject_intent({

core/main_terminal_parts/tools_read.py

@@ -21,6 +21,7 @@ try:
         CUSTOM_TOOLS_ENABLED,
         WORKSPACE_SKILLS_DIRNAME,
         WORKSPACE_MEMORY_DIRNAME,
+        PROJECT_AGENTS_SKILLS_DIRNAME,
     )
 except ImportError:
     import sys
@@ -43,6 +44,7 @@ except ImportError:
         CUSTOM_TOOLS_ENABLED,
         WORKSPACE_SKILLS_DIRNAME,
         WORKSPACE_MEMORY_DIRNAME,
+        PROJECT_AGENTS_SKILLS_DIRNAME,
     )
 
 from modules.file_manager import FileManager
@@ -92,9 +94,10 @@ class MainTerminalToolsReadMixin:
                 if not raw:
                     return ""
                 normalized = raw.replace("\\", "/").strip("/")
-                prefix = f"{WORKSPACE_SKILLS_DIRNAME}/"
+                for prefix in (f"{WORKSPACE_SKILLS_DIRNAME}/", f"{PROJECT_AGENTS_SKILLS_DIRNAME}/"):
                     if normalized.lower().startswith(prefix):
                         normalized = normalized[len(prefix):]
+                        break
                 if normalized.lower().endswith("/skill.md"):
                     normalized = normalized[: -len("/SKILL.md")]
                 return normalized.strip()
@@ -108,7 +111,16 @@ class MainTerminalToolsReadMixin:
                     personalization = load_personalization_config(self.data_dir)
                 except Exception:
                     personalization = {}
-                catalog = get_skills_catalog(private_dir=infer_private_skills_dir(self.data_dir))
+                scan_project_agents = (
+                    bool(personalization.get("agents_skills_scan_enabled", True))
+                    if isinstance(personalization, dict)
+                    else True
+                )
+                catalog = get_skills_catalog(
+                    private_dir=infer_private_skills_dir(self.data_dir),
+                    project_path=self.project_path,
+                    scan_project_agents=scan_project_agents,
+                )
                 enabled_skills = merge_enabled_skills(
                     personalization.get("enabled_skills") if isinstance(personalization, dict) else None,
                     catalog,
@@ -119,10 +131,28 @@ class MainTerminalToolsReadMixin:
 
                 normalized_lower = normalized_input.lower()
 
+                def _resolve_item(item: Dict[str, str]) -> Dict[str, Any]:
+                    sid = item.get("id")
+                    primary_dir = str(item.get("display_dir") or WORKSPACE_SKILLS_DIRNAME).strip("/")
+                    conflict_dir = str(item.get("conflict_dir") or "").strip("/")
+                    if conflict_dir:
+                        # 同名冲突：报错并引导改用 read_file 按具体路径查看
+                        return {
+                            "success": False,
+                            "error": (
+                                f"技能 '{sid}' 存在同名重复：{primary_dir}/{sid}/SKILL.md 与 "
+                                f"{conflict_dir}/{sid}/SKILL.md 均存在，read_skill 无法确定读取哪一份。\n"
+                                f"请改用 read_file 工具按具体路径读取查看（可分别读取 "
+                                f"{primary_dir}/{sid}/SKILL.md 与 {conflict_dir}/{sid}/SKILL.md 对比），"
+                                f"或告知用户删除/重命名其中一份以消除重复。"
+                            ),
+                        }
+                    return {"success": True, "skill_id": sid, "display_dir": primary_dir}
+
                 # 1) 优先按 skill id 精确匹配（忽略大小写）
-                id_map = {str(item.get("id", "")).lower(): item.get("id") for item in filtered_catalog if item.get("id")}
+                id_map = {str(item.get("id", "")).lower(): item for item in filtered_catalog if item.get("id")}
                 if normalized_lower in id_map:
-                    return {"success": True, "skill_id": id_map[normalized_lower]}
+                    return _resolve_item(id_map[normalized_lower])
 
                 # 2) 再按 label 匹配（忽略大小写）
                 label_matches: List[str] = []
@@ -131,7 +161,7 @@ class MainTerminalToolsReadMixin:
                     if label and label == normalized_lower and item.get("id"):
                         label_matches.append(item["id"])
                 if len(label_matches) == 1:
-                    return {"success": True, "skill_id": label_matches[0]}
+                    return _resolve_item(id_map[label_matches[0].lower()])
                 if len(label_matches) > 1:
                     return {
                         "success": False,
@@ -147,8 +177,9 @@ class MainTerminalToolsReadMixin:
                     return resolved
 
                 skill_id = resolved["skill_id"]
+                display_dir = str(resolved.get("display_dir") or WORKSPACE_SKILLS_DIRNAME).strip("/")
                 read_args = {
-                    "path": f"{WORKSPACE_SKILLS_DIRNAME}/{skill_id}/SKILL.md",
+                    "path": f"{display_dir}/{skill_id}/SKILL.md",
                     "type": "read",
                 }
                 result = self._handle_read_tool(read_args)

modules/multi_agent/sub_agent_context.py

@@ -131,27 +131,75 @@ def _build_agents_md_section(workspace_path: str) -> str:
     )
 
 
+def _build_claude_md_section(workspace_path: str, data_dir: str = "") -> str:
+    """构建 CLAUDE.md 项目规范段（遵循 claude_md_auto_inject 开关，默认关闭）。"""
+    try:
+        from modules.personalization_manager import load_personalization_config
+
+        try:
+            personalization = load_personalization_config(data_dir) if data_dir else {}
+        except Exception:
+            personalization = {}
+        enabled = (
+            bool(personalization.get("claude_md_auto_inject", False))
+            if isinstance(personalization, dict)
+            else False
+        )
+        if not enabled:
+            return ""
+        claude_file = Path(workspace_path) / "CLAUDE.md"
+        if not claude_file.is_file():
+            return ""
+        content = claude_file.read_text(encoding="utf-8").strip()
+        if not content:
+            return ""
+        return (
+            f"## CLAUDE.md 项目规范\n\n"
+            f"> 以下是工作区根目录的 CLAUDE.md 文件内容，请在回答时参考这些项目规范：\n\n"
+            f"{content}\n\n"
+            f"---\n"
+            f"注意：以上规范来自工作区根目录的 CLAUDE.md 文件，若与未来代码冲突，以实际代码为准。\n"
+        )
+    except Exception:
+        return ""
+
+
 def _build_skills_section(workspace_path: str, data_dir: str = "") -> str:
     """构建可用 skill 列表段。"""
     try:
+        from modules.personalization_manager import load_personalization_config
         from modules.skills_manager import (
             get_skills_catalog,
             build_skills_list,
+            resolve_enabled_skills,
             infer_private_skills_dir,
         )
 
         private_dir = infer_private_skills_dir(data_dir) if data_dir else None
-        catalog = get_skills_catalog(private_dir=private_dir)
+        try:
+            personalization = load_personalization_config(data_dir) if data_dir else {}
+        except Exception:
+            personalization = {}
+        scan_project_agents = (
+            bool(personalization.get("agents_skills_scan_enabled", True))
+            if isinstance(personalization, dict)
+            else True
+        )
+        catalog = get_skills_catalog(
+            private_dir=private_dir,
+            project_path=workspace_path,
+            scan_project_agents=scan_project_agents,
+        )
         # 子智能体不区分 enabled/disabled，列出全部可用 skill
-        skills_list = build_skills_list(catalog, enabled=None)
+        skills_list = build_skills_list(catalog, resolve_enabled_skills(None, catalog))
         if not skills_list:
             return ""
         return (
-            f"## 可用 AgentSkill\n\n"
+            "## 可用 AgentSkill\n\n"
-            f"agent skills 系统已启用，以下是可用的 skills（含简要说明）：\n\n"
+            "agent skills 系统已启用，以下是可用的 skills（含简要说明）：\n\n"
-            f"{skills_list}\n\n"
+            + "\n".join(skills_list)
-            f"使用技能时，优先用 read_skill 通过技能名读取 SKILL.md；"
+            + "\n\n使用技能时，优先用 read_skill 通过技能名读取 SKILL.md；"
-            f"需要阅读 skill 目录中的其他文件时再使用 read_file\n"
+            "需要阅读 skill 目录中的其他文件时再使用 read_file\n"
         )
     except Exception:
         return ""
@@ -234,6 +282,11 @@ def build_sub_agent_dynamic_context(
     if agents_md:
         sections.append(agents_md)
 
+    # 4.5 CLAUDE.md（遵循 claude_md_auto_inject 开关，默认关闭）
+    claude_md = _build_claude_md_section(workspace_path, data_dir=data_dir)
+    if claude_md:
+        sections.append(claude_md)
+
     # 5. 可用 skill
     skills = _build_skills_section(workspace_path, data_dir=data_dir)
     if skills:

modules/personalization_manager.py

@@ -112,6 +112,8 @@ DEFAULT_PERSONALIZATION_CONFIG: Dict[str, Any] = {
     "versioning_backup_mode": "shallow",  # 文件备份方式：shallow-浅备份（只备份AI编辑的文件）/ full-完全备份（整个工作区）
     "versioning_restore_mode": "overwrite",  # 版本回溯模式固定为 overwrite
     "agents_md_auto_inject": False,  # AGENTS.md 自动注入开关
+    "claude_md_auto_inject": False,  # CLAUDE.md 自动注入开关（默认关闭）
+    "agents_skills_scan_enabled": True,  # 自动扫描工作区 .agents/skills/ 行业通用技能目录（默认开启）
     "new_chat_button_behavior": "route",  # 新建对话按钮行为：route-跳转空白新对话页 / blank-立即创建空对话
     "default_hide_workspace": False,  # 默认隐藏工作区
     "hide_quick_dock": False,  # 隐藏快捷窗口（对话区右侧的待办/子智能体/后台指令/文件窗口列）
@@ -548,6 +550,18 @@ def sanitize_personalization_payload(
     else:
         base["agents_md_auto_inject"] = bool(base.get("agents_md_auto_inject", False))
 
+    # CLAUDE.md 自动注入开关（默认关闭）
+    if "claude_md_auto_inject" in data:
+        base["claude_md_auto_inject"] = bool(data.get("claude_md_auto_inject"))
+    else:
+        base["claude_md_auto_inject"] = bool(base.get("claude_md_auto_inject", False))
+
+    # .agents/skills/ 行业通用技能目录扫描开关（默认开启）
+    if "agents_skills_scan_enabled" in data:
+        base["agents_skills_scan_enabled"] = bool(data.get("agents_skills_scan_enabled"))
+    else:
+        base["agents_skills_scan_enabled"] = bool(base.get("agents_skills_scan_enabled", True))
+
     # 新建对话按钮行为：route-跳转空白新对话页 / blank-立即创建空对话
     new_chat_behavior = data.get("new_chat_button_behavior", base.get("new_chat_button_behavior"))
     if isinstance(new_chat_behavior, str) and new_chat_behavior.strip().lower() in ("route", "blank"):

modules/skills_manager.py

@@ -12,7 +12,7 @@ import time
 from pathlib import Path
 from typing import Dict, List, Optional, Sequence
 
-from config import AGENT_SKILLS_DIR, CUSTOM_SKILLS_DIR, IS_HOST_MODE, WORKSPACE_SKILLS_DIRNAME
+from config import AGENT_SKILLS_DIR, CUSTOM_SKILLS_DIR, IS_HOST_MODE, PROJECT_AGENTS_SKILLS_DIRNAME, WORKSPACE_SKILLS_DIRNAME
 from utils.logger import setup_logger
 
 logger = setup_logger(__name__)
@@ -282,8 +282,15 @@ def _scan_skills_catalog(root: Path) -> List[Dict[str, str]]:
 def get_skills_catalog(
     base_dir: Optional[str] = None,
     private_dir: Optional[str | Path] = None,
+    project_path: Optional[str | Path] = None,
+    scan_project_agents: bool = True,
 ) -> List[Dict[str, str]]:
-    """List available skills from global library plus optional private library."""
+    """List available skills from global library plus optional private library.
+
+    来源标注：item["source"] = global（仓库 agentskills/）/ private（用户私有）/ agents（工作区 .agents/skills/）；
+    item["display_dir"] 为该 skill 在工作区内的可读路径前缀（global/private 经同步复制后在 .astrion/skills/，
+    agents 原地读取在 .agents/skills/）。同名冲突时保留已有条目并打 conflict_dir 标记，由 read_skill 报错引导。
+    """
     roots: List[Path] = [Path(base_dir or AGENT_SKILLS_DIR).expanduser().resolve()]
     if private_dir:
         private_root = Path(private_dir).expanduser().resolve()
@@ -292,15 +299,43 @@ def get_skills_catalog(
 
     merged: Dict[str, Dict[str, str]] = {}
     order: List[str] = []
-    for root in roots:
+    for index, root in enumerate(roots):
+        source = "global" if index == 0 else "private"
         for item in _scan_skills_catalog(root):
             skill_id = item.get("id")
             if not skill_id:
                 continue
             if skill_id not in merged:
                 order.append(skill_id)
+            item["source"] = source
+            item["display_dir"] = WORKSPACE_SKILLS_DIRNAME
             # Later roots (private) override metadata for same id.
             merged[skill_id] = item
+
+    # 行业通用目录：工作区 .agents/skills/（Agent Skills 开放标准路径；原地读取，不参与同步复制）
+    if project_path and scan_project_agents:
+        try:
+            agents_root = (Path(project_path).expanduser().resolve() / PROJECT_AGENTS_SKILLS_DIRNAME).resolve()
+        except Exception:
+            agents_root = None
+        if agents_root and agents_root not in roots:
+            for item in _scan_skills_catalog(agents_root):
+                skill_id = item.get("id")
+                if not skill_id:
+                    continue
+                if skill_id in merged:
+                    # 同名冲突：保留已有（.astrion/skills）条目，仅打冲突标记；
+                    # prompt 列表与 read_skill 据此提示用户用 read_file 按具体路径查看
+                    merged[skill_id]["conflict_dir"] = PROJECT_AGENTS_SKILLS_DIRNAME
+                    logger.warning(
+                        "[skills] 技能 %s 同时存在于 %s 与 %s，已标记同名冲突",
+                        skill_id, WORKSPACE_SKILLS_DIRNAME, PROJECT_AGENTS_SKILLS_DIRNAME,
+                    )
+                    continue
+                item["source"] = "agents"
+                item["display_dir"] = PROJECT_AGENTS_SKILLS_DIRNAME
+                order.append(skill_id)
+                merged[skill_id] = item
     return [merged[skill_id] for skill_id in order if skill_id in merged]
 
 
@@ -353,20 +388,41 @@ def build_skills_list(
     catalog: Sequence[Dict[str, str]],
     enabled_skill_ids: Sequence[str],
 ) -> List[str]:
-    """Build skills list lines / 生成 skills 列表行。"""
+    """Build skills list lines / 生成 skills 列表行。
+
+    列表行直接使用该 skill 在工作区内的真实路径前缀（.astrion/skills/ 或 .agents/skills/）；
+    .agents/skills/ 来源与同名冲突会在列表尾部附说明行。
+    """
     if not enabled_skill_ids:
         return []
     lookup = {item.get("id"): item for item in catalog if item.get("id")}
     lines: List[str] = []
+    has_agents_source = False
+    has_conflict = False
     for skill_id in enabled_skill_ids:
         meta = lookup.get(skill_id)
         if not meta:
             continue
+        display_dir = (meta.get("display_dir") or WORKSPACE_SKILLS_DIRNAME).strip("/")
+        if meta.get("source") == "agents":
+            has_agents_source = True
         description = (meta.get("description") or "").strip()
-        if description:
+        line = f"{display_dir}/{skill_id}：{description}" if description else f"{display_dir}/{skill_id}"
-            lines.append(f".astrion/skills/{skill_id}：{description}")
+        conflict_dir = (meta.get("conflict_dir") or "").strip("/")
-        else:
+        if conflict_dir:
-            lines.append(f".astrion/skills/{skill_id}")
+            has_conflict = True
+            line += f"（⚠️ 同名重复：{conflict_dir}/{skill_id} 也存在，read_skill 会报错，请改用 read_file 按具体路径读取）"
+        lines.append(line)
+    if has_agents_source:
+        lines.append(
+            f"注：以 {PROJECT_AGENTS_SKILLS_DIRNAME}/ 开头的技能来自工作区 {PROJECT_AGENTS_SKILLS_DIRNAME}/ 目录"
+            "（行业通用技能目录，由项目仓库提供，非 Astrion 管理），同样可用 read_skill 读取。"
+        )
+    if has_conflict:
+        lines.append(
+            f"注：标注同名重复的技能在 {WORKSPACE_SKILLS_DIRNAME}/ 与 {PROJECT_AGENTS_SKILLS_DIRNAME}/ 各有一份，"
+            "内容可能不同；read_skill 对重复名会报错，此时请改用 read_file 读取具体路径查看。"
+        )
     return lines
 
 

modules/sub_agent/toolkit.py

@@ -163,7 +163,7 @@ SUB_AGENT_TOOLS: List[Dict[str, Any]] = [
         "type": "function",
         "function": {
             "name": "read_skill",
-            "description": "按 skill 名称读取 .astrion/skills/<name>/SKILL.md 内容；内部等价于 read_file 的 read 模式，并返回解析后的 path。",
+            "description": "按 skill 名称读取 SKILL.md 内容（.astrion/skills/<name>/ 或 .agents/skills/<name>/）；内部等价于 read_file 的 read 模式，并返回解析后的 path。若技能在 .astrion/skills/ 与 .agents/skills/ 同名重复，会报错并提示改用 read_file 按具体路径读取。",
             "parameters": {
                 "type": "object",
                 "properties": {

prompts/claude_md_inject.txt

@@ -0,0 +1,10 @@
+【CLAUDE.md 项目规范】
+
+以下是工作区根目录 CLAUDE.md 文件的内容{{CLAUDE_MD_UPDATED_AT}}，请在回答时参考这些项目规范：
+
+{{CLAUDE_MD_CONTENT}}
+
+---
+注意：以上规范来自工作区根目录的 CLAUDE.md 文件，若与未来代码冲突，以实际代码为准。
+
+{{SUB_CLAUDE_MD_NOTICE}}

static/src/components/personalization/PersonalizationDrawer.vue

@@ -931,6 +931,38 @@
                             })
                           " /><FancyCheck :checked="form.agents_md_auto_inject" /></label>
 
+                      <label class="settings-toggle-row"
+                        ><span class="settings-row-copy"
+                          ><span class="settings-row-title">CLAUDE.md 自动注入</span
+                          ><span class="settings-row-desc"
+                            >工作区根目录存在 CLAUDE.md 时自动注入系统提示词（默认关闭，与 AGENTS.md 并列注入）</span
+                          ></span
+                        ><input
+                          type="checkbox"
+                          :checked="form.claude_md_auto_inject"
+                          @change="
+                            personalization.updateField({
+                              key: 'claude_md_auto_inject',
+                              value: $event.target.checked
+                            })
+                          " /><FancyCheck :checked="form.claude_md_auto_inject" /></label>
+
+                      <label class="settings-toggle-row"
+                        ><span class="settings-row-copy"
+                          ><span class="settings-row-title">扫描 .agents/skills/ 技能目录</span
+                          ><span class="settings-row-desc"
+                            >自动扫描工作区 .agents/skills/ 下的行业通用技能（Agent Skills 开放标准路径），与 .astrion/skills/ 技能一并列出；同名重复时 read_skill 会报错并提示按具体路径读取</span
+                          ></span
+                        ><input
+                          type="checkbox"
+                          :checked="form.agents_skills_scan_enabled"
+                          @change="
+                            personalization.updateField({
+                              key: 'agents_skills_scan_enabled',
+                              value: $event.target.checked
+                            })
+                          " /><FancyCheck :checked="form.agents_skills_scan_enabled" /></label>
+
                       <label class="settings-toggle-row"
                         ><span class="settings-row-copy"
                           ><span class="settings-row-title">文件修改留痕</span

static/src/stores/personalization.ts

@@ -132,6 +132,8 @@ interface PersonalForm {
   deep_compress_trigger_tokens: number | null;
   deep_compress_form: 'file' | 'inject';
   agents_md_auto_inject: boolean;
+  claude_md_auto_inject: boolean;
+  agents_skills_scan_enabled: boolean;
   new_chat_button_behavior: 'route' | 'blank';
   group_sidebar_by_workspace: boolean;
   sidebar_pinned_workspaces: string[];
@@ -336,6 +338,8 @@ const defaultForm = (): PersonalForm => ({
   deep_compress_trigger_tokens: null,
   deep_compress_form: 'file',
   agents_md_auto_inject: false,
+  claude_md_auto_inject: false,
+  agents_skills_scan_enabled: true,
   new_chat_button_behavior: 'route',
   group_sidebar_by_workspace: false,
   sidebar_pinned_workspaces: [],
@@ -600,6 +604,8 @@ export const usePersonalizationStore = defineStore('personalization', {
         ),
         deep_compress_form: data.deep_compress_form === 'inject' ? 'inject' : 'file',
         agents_md_auto_inject: !!data.agents_md_auto_inject,
+        claude_md_auto_inject: !!data.claude_md_auto_inject,
+        agents_skills_scan_enabled: data.agents_skills_scan_enabled === undefined ? true : !!data.agents_skills_scan_enabled,
         new_chat_button_behavior: data.new_chat_button_behavior === 'blank' ? 'blank' : 'route',
         group_sidebar_by_workspace: !!data.group_sidebar_by_workspace,
         sidebar_pinned_workspaces: Array.isArray(data.sidebar_pinned_workspaces)