diff --git a/.github/workflows/no-ai-attribution.yml b/.github/workflows/no-ai-attribution.yml
new file mode 100644
index 0000000..ab4186c
--- /dev/null
+++ b/.github/workflows/no-ai-attribution.yml
@@ -0,0 +1,41 @@
+name: Block AI Attribution
+
+on:
+  pull_request:
+    branches: [main]
+  push:
+    branches: [main]
+
+jobs:
+  scan:
+    name: Scan commits for AI authorship markers
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Compute commit range
+        id: range
+        env:
+          EVENT_NAME: ${{ github.event_name }}
+          PR_BASE: ${{ github.event.pull_request.base.sha }}
+          PR_HEAD: ${{ github.event.pull_request.head.sha }}
+          PUSH_BEFORE: ${{ github.event.before }}
+          PUSH_AFTER: ${{ github.event.after }}
+        run: |
+          set -euo pipefail
+          if [ "$EVENT_NAME" = "pull_request" ]; then
+            range="${PR_BASE}..${PR_HEAD}"
+          else
+            if [ -z "${PUSH_BEFORE:-}" ] || [ "$PUSH_BEFORE" = "0000000000000000000000000000000000000000" ]; then
+              range="${PUSH_AFTER}~1..${PUSH_AFTER}"
+            else
+              range="${PUSH_BEFORE}..${PUSH_AFTER}"
+            fi
+          fi
+          echo "range=$range" >> "$GITHUB_OUTPUT"
+          echo "Scanning range: $range"
+
+      - name: Run scanner
+        run: bash scripts/check-no-ai-attribution.sh '${{ steps.range.outputs.range }}'
diff --git a/CLAUDE.md b/CLAUDE.md
new file mode 100644
index 0000000..3e83351
--- /dev/null
+++ b/CLAUDE.md
@@ -0,0 +1,5 @@
+# 项目规范
+
+| 项目 | 规则 |
+| --- | --- |
+| Commit 身份 | 仅以用户身份提交，**禁止**添加 `Co-Authored-By`、AI 署名或任何 AI 辅助标记 |
diff --git a/scripts/ai-attribution-patterns.txt b/scripts/ai-attribution-patterns.txt
new file mode 100644
index 0000000..567a851
--- /dev/null
+++ b/scripts/ai-attribution-patterns.txt
@@ -0,0 +1,70 @@
+# AI 贡献痕迹关键字清单（不区分大小写，作为子串/词条匹配）。
+# 任意一行命中即视为 AI 痕迹。新增工具/厂商时直接加一行；以 # 开头为注释。
+#
+# 使用位置：
+#   1) commit author/committer 的 name 或 email
+#   2) commit message 中的 Co-Authored-By: trailer
+#   3) commit message 中的 "Generated/Authored/Written/Created/Powered (with|by|using) <X>" 声明
+#
+# 行内字面字符串即可，无需写正则；脚本会自动转义。
+
+# Anthropic
+claude
+anthropic.com
+
+# OpenAI
+chatgpt
+openai.com
+gpt-3
+gpt-4
+gpt-5
+gpt-6
+codex
+
+# Google
+gemini
+bard
+google ai
+googleai
+palm 2
+
+# GitHub / Microsoft
+copilot
+github copilot
+
+# Cursor / Windsurf / Codeium
+cursor.sh
+cursor.com
+cursor ai
+windsurf
+codeium
+
+# Coding agents
+aider
+devin
+cognition labs
+replit agent
+ghostwriter
+tabnine
+cline
+roo code
+continue.dev
+amazon q
+codewhisperer
+
+# 其他模型 / 产品
+mistral
+llama
+phind
+deepseek
+qwen
+tongyi
+kimi
+doubao
+文心一言
+baichuan
+perplexity
+v0.dev
+zhipu
+glm-4
+glm-5
diff --git a/scripts/check-no-ai-attribution.sh b/scripts/check-no-ai-attribution.sh
new file mode 100755
index 0000000..19636ca
--- /dev/null
+++ b/scripts/check-no-ai-attribution.sh
@@ -0,0 +1,82 @@
+#!/usr/bin/env bash
+# 在指定 git 范围内拦截 AI 贡献痕迹。
+#
+# 检测三类位置（使用 ai-attribution-patterns.txt 中的关键字）：
+#   1) commit author / committer 的 name 或 email
+#   2) commit message 中的 Co-Authored-By: trailer
+#   3) commit message 中的 "Generated/Authored/Written/Created/Powered (with|by|using) <X>" 声明
+# 此外单独检测：
+#   4) 🤖 emoji（极少在合法 commit 中出现，常用于 AI 自动生成签名）
+set -euo pipefail
+
+range="${1:-}"
+if [ -z "$range" ]; then
+  echo "Usage: $0 <git-range>" >&2
+  exit 2
+fi
+
+script_dir="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+patterns_file="${script_dir}/ai-attribution-patterns.txt"
+
+if [ ! -f "$patterns_file" ]; then
+  echo "Patterns file missing: $patterns_file" >&2
+  exit 2
+fi
+
+# 把 patterns 文件转成 ERE 交替式：去除注释/空行/前后空白，转义正则元字符，再用 | 拼接。
+regex=$(sed -E '
+  /^[[:space:]]*#/d
+  /^[[:space:]]*$/d
+  s/^[[:space:]]+//
+  s/[[:space:]]+$//
+  s/[][\\.^$|*+?{}()]/\\&/g
+' "$patterns_file" | paste -sd'|' -)
+
+if [ -z "$regex" ]; then
+  echo "Patterns file has no active entries: $patterns_file" >&2
+  exit 2
+fi
+
+tmp="$(mktemp)"
+trap 'rm -f "$tmp"' EXIT
+
+git log --pretty=format:'COMMIT %H%nAUTH %an <%ae>%nCOMM %cn <%ce>%nMSG-BEGIN%n%B%nMSG-END%n' "$range" > "$tmp"
+
+fail=0
+
+# 1. author / committer 身份
+if grep -nEi "^(AUTH|COMM) .*(${regex})" "$tmp"; then
+  echo "::error::Detected AI-related identity in commit author/committer"
+  fail=1
+fi
+
+# 提取消息体，复用给 trailer / 声明 / emoji 检测
+msgs="$(awk '/^MSG-BEGIN$/{flag=1;next}/^MSG-END$/{flag=0}flag' "$tmp")"
+
+# 2. Co-Authored-By trailer
+if printf '%s\n' "$msgs" | grep -nEi "^[[:space:]]*co-authored-by:.*(${regex})"; then
+  echo "::error::Detected Co-Authored-By trailer referencing AI"
+  fail=1
+fi
+
+# 3. AI 生成 / 编写 / 驱动声明
+if printf '%s\n' "$msgs" \
+    | grep -nEi "(generated|authored|written|created|produced|powered)[[:space:]]+(with|by|using)[[:space:]].*(${regex})"; then
+  echo "::error::Detected AI generation/authoring statement"
+  fail=1
+fi
+
+# 4. 🤖 emoji
+if printf '%s\n' "$msgs" | grep -nF '🤖'; then
+  echo "::error::Detected 🤖 emoji in commit message (commonly used as AI signature)"
+  fail=1
+fi
+
+if [ "$fail" -ne 0 ]; then
+  echo
+  echo "Range scanned: $range"
+  echo "Patterns file: $patterns_file"
+  echo "Adjust the offending commits (e.g., 'git rebase -i' to drop the trailer/footer) and re-push."
+fi
+
+exit "$fail"