maintain | 精简 CLAUDE.md：压缩项目上下文注入（1593B→1048B），指向 WIKI-SCHEMA.md 权威规范

CLAUDE.md

@@ -1,30 +1,18 @@
 # CLAUDE.md
 
-This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
+本仓库是 WikiLLM：一个基于 Markdown 的 LLM 维护型个人知识库（Obsidian 前端）。
 
-## Project Overview
+## 目录结构
 
-WikiLLM is a system for building LLM-powered personal knowledge bases. The workflow consists of:
+- `raw/` — 原始来源与不可变摘编（期货/股票/估值/宏观/量化 等域，见 `raw/期货/README.md`）
+- `wiki/` — 编译后的可检索知识：`concepts/`、`practices/`、`queries/`，入口 `wiki/INDEX.md`
+- `tools/` — `wiki-audit.ps1`（审计）、`wiki-reflect.ps1`（反思）、`wiki-push.ps1`（推送 Gitea）
+- `wiki/_meta/WIKI-SCHEMA.md` — **权威规范**：分层、页面类型、frontmatter、哈希登记、导航、审计与推送流程
 
-1. **Data Ingest**: Source documents (articles, papers, repos, datasets, images) are indexed into a `raw/` directory
+## 核心原则
-2. **Wiki Compilation**: An LLM incrementally "compiles" the raw data into a wiki of markdown files with summaries, backlinks, categorized concepts, and interlinked articles
-3. **IDE**: Obsidian is used as the frontend to view raw data, compiled wiki, and visualizations
-4. **Q&A**: The LLM can answer complex questions against the wiki by researching the related data
-5. **Output**: Results are rendered as markdown files, Marp slides, or matplotlib images, viewable in Obsidian
-6. **Linting**: LLM "health checks" find inconsistencies, impute missing data, suggest new article candidates
-7. **Extra Tools**: Additional tools like a naive search engine over the wiki
 
-## Directory Structure
+- LLM 负责编译与维护 wiki 页面；用户编辑过的 raw 文件视为受保护，不自动改写
-
+- 每个页面有 YAML frontmatter 与 `raw_sources`（指向仓库内真实文件+哈希）
-The project will eventually include these key directories:
+- 新页面须链接到 `wiki/INDEX.md` 与至少一个相关页面
-
+- 每次维护后运行 `pwsh -File tools/wiki-audit.ps1`；推送用 `tools/wiki-push.ps1 -Audit`
-- `raw/` - Source documents and unprocessed data
+- 详情一律以 `wiki/_meta/WIKI-SCHEMA.md` 为准
-- `wiki/` - LLM-compiled markdown wiki with articles, summaries, and links
-- `tools/` - CLI tools for searching, processing, and enhancing the wiki
-
-## Core Principles
-
-- The LLM writes and maintains all wiki data; manual edits are rare
-- User explorations and queries are filed back into the wiki to enhance it
-- The system focuses on markdown files and Obsidian-compatible formats
-- Images are downloaded locally for easy LLM reference