📦 deps(thirdparty): update snapshots

2026-07-10 16:04:20 +00:00
parent 2bb0dc8c1d
commit 92c0c3f687
594 changed files with 55224 additions and 19038 deletions
@@ -0,0 +1,221 @@
+#!/usr/bin/env python3
+"""Quality checks for Maoxuan Product Agent sample outputs.
+
+Usage:
+  quality_gate.py output1.md output2.md ...
+
+The script catches common regressions:
+- source/theory leakage
+- English-dominant answers in Chinese work scenes
+- vague advice without concrete next actions
+- excessive question dumping in the "需要确认" section
+- missing judgment, risk, or decision signal
+"""
+
+from __future__ import annotations
+
+import re
+import sys
+from pathlib import Path
+
+
+HARD_BANNED = [
+    r"毛泽东",
+    r"毛选",
+    r"矛盾论",
+    r"实践论",
+    r"教员",
+    r"毛主席",
+    r"同志",
+    r"阶级",
+    r"革命",
+    r"斗争",
+    r"主席指出",
+    r"《[^》]+》认为",
+]
+
+SOFT_BANNED = [
+    r"辩证",
+    r"唯物",
+    r"经典",
+    r"原文",
+]
+
+VAGUE_PATTERNS = [
+    r"提升用户体验",
+    r"加强沟通",
+    r"多看数据",
+    r"深入了解用户",
+    r"持续优化",
+    r"形成闭环",
+    r"赋能",
+    r"抓手",
+    r"打透认知",
+]
+
+JUDGMENT_HINTS = [
+    "问题判断",
+    "核心是",
+    "关键是",
+    "不是",
+    "当前最",
+    "先不要",
+]
+
+ACTION_HINTS = [
+    "行动建议",
+    "下一步",
+    "今天",
+    "本周",
+    "24 小时",
+    "48 小时",
+    "2 天",
+    "一周",
+    "两周",
+    "负责人",
+    "指标",
+    "验证",
+    "实验",
+    "灰度",
+    "拆",
+    "砍",
+    "暂停",
+    "停止",
+]
+
+DECISION_HINTS = [
+    "成功指标",
+    "失败指标",
+    "主指标",
+    "影响指标",
+    "护栏",
+    "全量",
+    "停止",
+    "暂停",
+    "复盘",
+    "监控",
+    "达标",
+    "不达标",
+    "决策",
+    "上线",
+    "回滚",
+    "留存",
+    "转化",
+    "回复率",
+    "复访",
+    "D7",
+    "7 日",
+    "7日",
+]
+
+RISK_HINTS = [
+    "风险提醒",
+    "不要",
+    "先不要",
+    "暂时不要",
+    "不建议",
+]
+
+
+def count_questions(text: str) -> int:
+    """Count questions in the "需要确认" section only."""
+    match = re.search(
+        r"(?:^|\n)(?:#{1,3}\s*)?(?:\*\*)?需要确认(?:\*\*)?[^\n]*\n"
+        r"(?P<section>.*?)(?=\n(?:#{1,3}\s+|\*\*[^*\n]+?\*\*)|\Z)",
+        text,
+        re.DOTALL,
+    )
+    if not match:
+        return 0
+
+    section = match.group("section")
+    questions = 0
+    for line in section.splitlines():
+        stripped = line.strip()
+        if not stripped:
+            continue
+        # Count sentence-ending question marks. This ignores URL query strings
+        # such as https://example.com?a=1 while still catching two questions
+        # written on the same line.
+        questions += len(
+            re.findall(r"？|\?(?=[\s\u4e00-\u9fff]|$)", stripped)
+        )
+    return questions
+
+
+def chinese_ratio(text: str) -> float:
+    zh = len(re.findall(r"[\u4e00-\u9fff]", text))
+    en = len(re.findall(r"[A-Za-z]", text))
+    if zh + en == 0:
+        return 0.0
+    return zh / (zh + en)
+
+
+def check_file(path: Path) -> tuple[list[str], list[str]]:
+    text = path.read_text(encoding="utf-8")
+    errors: list[str] = []
+    warnings: list[str] = []
+
+    for pattern in HARD_BANNED:
+        if re.search(pattern, text, re.IGNORECASE):
+            errors.append(f"exposes hard-banned source/style term: {pattern}")
+
+    for pattern in SOFT_BANNED:
+        if re.search(pattern, text, re.IGNORECASE):
+            warnings.append(f"contains review-needed term: {pattern}")
+
+    vague_hits = [p for p in VAGUE_PATTERNS if re.search(p, text)]
+    if vague_hits:
+        errors.append(f"contains vague phrase(s): {', '.join(vague_hits)}")
+
+    if chinese_ratio(text) < 0.72:
+        errors.append("answer is not Chinese-dominant enough")
+
+    if not any(hint in text for hint in JUDGMENT_HINTS):
+        errors.append("missing problem judgment")
+
+    if not any(hint in text for hint in ACTION_HINTS):
+        errors.append("missing concrete action hints")
+
+    if not any(hint in text for hint in DECISION_HINTS):
+        errors.append("missing metric/decision/review signal")
+
+    if not any(hint in text for hint in RISK_HINTS):
+        errors.append("missing risk or stop-doing guidance")
+
+    if count_questions(text) > 3:
+        errors.append("asks too many questions")
+
+    stripped_len = len(text.strip())
+    if stripped_len < 120:
+        errors.append("output is likely too thin")
+    if stripped_len > 2200:
+        errors.append("output is likely too verbose")
+
+    return errors, warnings
+
+
+def main(argv: list[str]) -> int:
+    if not argv:
+        print("Usage: quality_gate.py output1.md output2.md ...", file=sys.stderr)
+        return 2
+
+    failed = False
+    for item in argv:
+        path = Path(item)
+        errors, warnings = check_file(path)
+        if errors:
+            failed = True
+            print(f"FAIL {path}")
+            for err in errors:
+                print(f"  - {err}")
+        else:
+            print(f"PASS {path}")
+        for warning in warnings:
+            print(f"  WARN {warning}")
+
+    return 1 if failed else 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main(sys.argv[1:]))