X Strict Reply Filter

Strictly filter spam/NSFW-style replies on X/Twitter status pages using normalization, structural signals, and a local spam score model.

Tendrás que instalar una extensión para tu navegador como Tampermonkey, Greasemonkey o Violentmonkey si quieres utilizar este script.

You will need to install an extension such as Tampermonkey to install this script.

Tendrás que instalar una extensión como Tampermonkey o Violentmonkey para instalar este script.

Necesitarás instalar una extensión como Tampermonkey o Userscripts para instalar este script.

Tendrás que instalar una extensión como Tampermonkey antes de poder instalar este script.

Necesitarás instalar una extensión para administrar scripts de usuario si quieres instalar este script.

(Ya tengo un administrador de scripts de usuario, déjame instalarlo)

Tendrás que instalar una extensión como Stylus antes de poder instalar este script.

Tendrás que instalar una extensión como Stylus antes de poder instalar este script.

Tendrás que instalar una extensión como Stylus antes de poder instalar este script.

Para poder instalar esto tendrás que instalar primero una extensión de estilos de usuario.

Para poder instalar esto tendrás que instalar primero una extensión de estilos de usuario.

Para poder instalar esto tendrás que instalar primero una extensión de estilos de usuario.

(Ya tengo un administrador de estilos de usuario, déjame instalarlo)

// ==UserScript==
// @name         X Strict Reply Filter
// @namespace    local.x.strict.reply.filter
// @version      1.6.0
// @description  Strictly filter spam/NSFW-style replies on X/Twitter status pages using normalization, structural signals, and a local spam score model.
// @author       larryisthere
// @license      MIT
// @match        https://x.com/*
// @match        https://twitter.com/*
// @run-at       document-start
// @grant        none
// ==/UserScript==

// Shared spam scoring core for X Strict Reply Filter.
(function (global) {
'use strict';

const DEFAULT_SPAM_SCORE_THRESHOLD = 7;

const TEXT_PATTERNS = {
  mention: /@[a-z0-9_]{3,20}/i,
  relationshipBait: /(主人|哥哥|弟弟|姐姐|妹妹|小狗|抱抱|领我|认领|疼人|疼我|宠我|搭子|会疼人|单身哥哥|单身姐姐|真人)/u,
  actionBait: /(快来|找个|想找|在线找|来找|看她|主页|点我主页|看我主页|看我置顶|置顶|线下|私信|加我|跟你玩|想玩|陪你玩|陪我玩|来领|资源自取|真实对接|同城约见|同城|牵线|入口|社区|自取)/u,
  nsfwBait: /(骚|sao|骚货|sao货|涩|色|好涩|好色|涩播|色播|约|约p|约炮|炮|可约|能约|日过|操过|睡过|打飞机|能冲|不行了|没她骚|她骚|母狗|无偿线下|免费线下)/u,
  templateBait: /(小狗求主人抱抱|主人快来领我|快来领我|主人.*领我|主人.*认领|想找会疼人的哥哥|会疼人的哥哥|疼人的哥哥|找.*疼人的哥哥|有弟弟线下吗|找弟弟线下|小狗在线找主人|小狗想跟你玩|找个长期搭子|长期搭子|比她好看的没她骚|比她骚的没她好看|好看的没她骚|骚的没她好看|没她骚|没人比她sao|没人比她骚|sao货|骚货|骚huo|她好涩|好涩我不行了|全国牵线|资源自取|1-5线资源|一到五线资源|点我主页|看我主页|主页自取|看我置顶|点我置顶|同城约p|同城约炮|真实对接|约炮入口|线下真实|靠谱社区|真实同城约见|今晚准时涩播|母狗找主人|无偿线下)/u,
  englishJoke: /\b(?:why\s+did|i\s+tried\s+to|i\s+tried|why\s+was|why\s+is)\b/i,
  englishPunchline: /\b(?:it\s+was|he\s+sang|she\s+sang|because|so\s+it|now\s+the)\b/i,
  englishJokeSkeleton: /(?:whydid|whywas|whyis|itriedto|itried)/,
  englishPunchlineSkeleton: /(?:itwas|hesang|shesang|because|soit|nowthe|nowim|itsaid|laughingstock|alreadyfull|overworked|offkey)/,
  knownEnglishJokeSpamSkeleton: /(?:itriedtoplayfootballitrippedovertheballnowimalaughingstock|itriedtochargemyphoneitsaidimalreadyfullofyourmemes)/,
  chineseFillerTemplate: /(赴暖而行无半分寒凉|岁月温柔从未有彷徨|岁月安然万事皆可期|清风携喜漫过朝暮间|风暖岁安事事皆顺遂)/u,
};

const PROFILE_PATTERNS = {
  datingBait: /(无偿|免费|骚|sao|涩|涩播|色播|单男|找单男|想找单男|线下|chu男|处男|破处|固炮|合欢宗|母狗|找主人|全国安排|同城速配|速配)/u,
  strongDatingBait: /(想找单男|找单男|无偿线下|免费线下|chu男无偿|处男无偿|无偿.*线下|线下.*无偿|免费破处|破处|准时涩播|准时色播|涩播|色播|固炮|合欢宗|母狗找主人|母狗.*主人|全国安排)/u,
  localResourceCta: /(主页|点我主页|看我主页|置顶|看我置顶|点我置顶|进群|同城|附近|附近牵线|牵线|约见|资源入口|真实资源|真实对接|真实可靠对接|全国1-5线|1-5线)/u,
  drugBait: /(催情|迷药|春药)/u,
};

const SCORE_RULES = [
  {
    points: 2,
    reason: 'very short text',
    test: ({ length }) => length <= 40,
  },
  {
    points: 1,
    reason: 'short text',
    test: ({ length }) => length > 40 && length <= 80,
  },
  {
    points: 2,
    reason: 'many emoji',
    test: ({ emojiCount }) => emojiCount >= 3,
  },
  {
    points: 7,
    reason: 'short digit emoji code spam',
    test: ({ length, text, emojiCount, latinLetterCount }) =>
      length >= 1 &&
      length <= 8 &&
      /^[a-z0-9]+$/i.test(text) &&
      /\d/.test(text) &&
      !hasHan(text) &&
      emojiCount >= 3 &&
      latinLetterCount <= 4 &&
      (latinLetterCount >= 1 || /^\d{1,2}$/.test(text)),
  },
  {
    points: 7,
    reason: 'emoji-only short reply',
    test: ({ length, emojiCount, rawCharCount }) =>
      length === 0 &&
      emojiCount >= 3 &&
      rawCharCount <= 12,
  },
  {
    points: 1,
    reason: 'has emoji',
    test: ({ emojiCount }) => emojiCount >= 1 && emojiCount < 3,
  },
  {
    points: 2,
    reason: 'replacement markers',
    test: ({ replacementMarkerCount }) => replacementMarkerCount >= 2,
  },
  {
    points: 1,
    reason: 'replacement marker',
    test: ({ replacementMarkerCount }) => replacementMarkerCount === 1,
  },
  {
    points: 3,
    reason: 'contains mention',
    test: ({ hasMention }) => hasMention,
  },
  {
    points: 2,
    reason: 'random latin suffix',
    test: ({ hasRandomLatinSuffix }) => hasRandomLatinSuffix,
  },
  {
    points: 2,
    reason: 'random latin prefix',
    test: ({ hasRandomLatinPrefix }) => hasRandomLatinPrefix,
  },
  {
    points: 1,
    reason: 'random alnum suffix',
    test: ({ hasRandomLatinSuffix, hasRandomAlphaNumSuffix }) =>
      !hasRandomLatinSuffix && hasRandomAlphaNumSuffix,
  },
  {
    points: 3,
    reason: 'relationship bait words',
    test: ({ text }) => TEXT_PATTERNS.relationshipBait.test(text),
  },
  {
    points: 2,
    reason: 'action bait words',
    test: ({ text }) => TEXT_PATTERNS.actionBait.test(text),
  },
  {
    points: 4,
    reason: 'nsfw bait words',
    test: ({ text }) => TEXT_PATTERNS.nsfwBait.test(text),
  },
  {
    points: 5,
    reason: 'known spam template',
    test: ({ text }) => TEXT_PATTERNS.templateBait.test(text),
  },
  {
    points: 7,
    reason: 'known english joke spam template',
    test: ({ length, latinSkeleton }) =>
      length <= 220 && TEXT_PATTERNS.knownEnglishJokeSpamSkeleton.test(latinSkeleton),
  },
  {
    points: 7,
    reason: 'emoji obfuscated english joke template',
    test: ({ raw, length, isLatinDominant, latinSkeleton, replacementMarkerCount, hasEmojiFlood }) =>
      length <= 220 &&
      isLatinDominant &&
      (
        TEXT_PATTERNS.englishJoke.test(raw) ||
        TEXT_PATTERNS.englishJokeSkeleton.test(latinSkeleton)
      ) &&
      (
        TEXT_PATTERNS.englishPunchline.test(raw) ||
        TEXT_PATTERNS.englishPunchlineSkeleton.test(latinSkeleton) ||
        replacementMarkerCount >= 1
      ) &&
      (hasEmojiFlood || replacementMarkerCount >= 2),
  },
  {
    points: 5,
    reason: 'latin emoji replacement spam combo',
    test: ({ length, isLatinDominant, emojiCount, replacementMarkerCount }) =>
      length <= 240 &&
      isLatinDominant &&
      emojiCount >= 3 &&
      replacementMarkerCount >= 1,
  },
  {
    points: 7,
    reason: 'emoji broken latin word',
    test: ({ length, isLatinDominant, emojiInsideLatinWordCount }) =>
      length <= 260 &&
      isLatinDominant &&
      emojiInsideLatinWordCount >= 1,
  },
  {
    points: 7,
    reason: 'latin emoji non-latin decoration combo',
    test: ({ length, latinLetterCount, emojiCount, suspiciousNonLatinDecorationCount }) =>
      length <= 260 &&
      latinLetterCount >= 6 &&
      emojiCount >= 1 &&
      suspiciousNonLatinDecorationCount >= 2,
  },
  {
    points: 7,
    reason: 'known chinese filler spam template',
    test: ({ length, text, emojiCount, hasRandomLatinPrefix }) =>
      length <= 100 &&
      TEXT_PATTERNS.chineseFillerTemplate.test(text) &&
      (emojiCount >= 1 || hasRandomLatinPrefix),
  },
  {
    points: 6,
    reason: 'random latin prefix chinese emoji combo',
    test: ({ length, hasRandomLatinPrefix, emojiCount, emojiAdjacentToHanCount }) =>
      length <= 100 &&
      hasRandomLatinPrefix &&
      emojiCount >= 1 &&
      emojiAdjacentToHanCount >= 1,
  },
  {
    points: 4,
    reason: 'social dating bait random suffix combo',
    test: ({ length, text, hasRandomAlphaNumSuffix }) =>
      length <= 100 &&
      hasRandomAlphaNumSuffix &&
      /(真人|认识|认识一下|来个|有没有|有没|单身)/u.test(text),
  },
  {
    points: 5,
    reason: 'short puppy owner play combo',
    test: ({ length, text }) =>
      length <= 100 &&
      /小狗/u.test(text) &&
      /(主人|找主人|跟你玩|想玩|陪你玩|陪我玩|抱抱|认领|领我)/u.test(text),
  },
  {
    points: 5,
    reason: 'offline bait combo',
    test: ({ length, text }) =>
      length <= 100 &&
      /线下/u.test(text) &&
      /(哥哥|弟弟|姐姐|妹妹|玩|找|约|可约|能约|骚|sao)/u.test(text),
  },
  {
    points: 5,
    reason: 'short mention bait combo',
    test: ({ length, text, hasMention }) =>
      length <= 150 &&
      hasMention &&
      /(骚|sao|涩|色|约|飞机|不行了|好看|主人|哥哥|弟弟|小狗|疼人)/u.test(text),
  },
  {
    points: 4,
    reason: 'random suffix bait combo',
    test: ({ length, text, hasRandomAlphaNumSuffix }) =>
      length <= 100 &&
      hasRandomAlphaNumSuffix &&
      /(主人|哥哥|弟弟|姐姐|妹妹|小狗|搭子|线下|抱抱|领我|找主人|跟你玩|想玩|疼人)/u.test(text),
  },
  {
    points: 5,
    reason: 'profile nsfw bait combo',
    test: ({ length, text }) =>
      length <= 150 &&
      /主页/u.test(text) &&
      /(骚|sao|涩|色|飞机|冲|能打|不行了)/u.test(text),
  },
  {
    points: 6,
    reason: 'local dating resource bait combo',
    test: ({ length, text }) =>
      length <= 150 &&
      /(同城|线下|附近|全国牵线|牵线)/u.test(text) &&
      /(约|约p|约炮|炮|资源|入口|对接|真实|见|自取)/u.test(text),
  },
  {
    points: 6,
    reason: 'profile pinned resource bait combo',
    test: ({ length, text }) =>
      length <= 150 &&
      /(主页|点我主页|看我主页|置顶|看我置顶|点我置顶)/u.test(text) &&
      /(资源|入口|对接|自取|约|炮|涩|色|社区)/u.test(text),
  },
  {
    points: 6,
    reason: 'live nsfw bait combo',
    test: ({ length, text }) =>
      length <= 120 &&
      /(涩播|色播|准时涩播|今晚准时涩播|开播|直播)/u.test(text),
  },
  {
    points: 6,
    reason: 'pet owner nsfw bait combo',
    test: ({ length, text }) =>
      length <= 120 &&
      /(母狗|小狗)/u.test(text) &&
      /(主人|找主人|认领|领我)/u.test(text),
  },
  {
    points: 6,
    reason: 'free offline dating bait combo',
    test: ({ length, text }) =>
      length <= 120 &&
      /(无偿|免费)/u.test(text) &&
      /(线下|约|约p|约炮|见|同城)/u.test(text),
  },
];

const PROFILE_SCORE_RULES = [
  {
    points: 7,
    reason: 'profile drug bait phrase',
    test: ({ length, text }) => length <= 80 && PROFILE_PATTERNS.drugBait.test(text),
  },
  {
    points: 7,
    reason: 'profile local resource cta bait',
    test: ({ length, text }) =>
      length <= 80 && PROFILE_PATTERNS.localResourceCta.test(text),
  },
  {
    points: 7,
    reason: 'profile strong dating bait phrase',
    test: ({ text }) => PROFILE_PATTERNS.strongDatingBait.test(text),
  },
  {
    points: 4,
    reason: 'profile dating bait words',
    test: ({ text }) => PROFILE_PATTERNS.datingBait.test(text),
  },
  {
    points: 4,
    reason: 'profile dating bait pair',
    test: ({ text }) =>
      /(想找|找|无偿|免费).*(单男|线下|chu男|处男)|(单男|线下|chu男|处男).*(想找|找|无偿|免费)/u.test(text),
  },
  {
    points: 2,
    reason: 'profile emoji dating bait wrapper',
    test: ({ text, emojiCount }) =>
      emojiCount >= 2 && PROFILE_PATTERNS.datingBait.test(text),
  },
];

function normalizeTextForFilter(text) {
  return (text || '')
    .normalize('NFKC')

    // 控制字符、零宽字符、方向控制符、变体选择符
    .replace(/[\u0000-\u001F\u007F-\u009F]/g, '')
    .replace(/[\u00AD\u034F\u061C\u115F\u1160\u17B4\u17B5]/g, '')
    .replace(/[\u180B-\u180F\u200B-\u200F\u202A-\u202E]/g, '')
    .replace(/[\u2060-\u206F\u3164\uFE00-\uFE0F\uFEFF]/g, '')
    .replace(/[\uFFA0]/g, '')

    // 常见绕词归一
    .replace(/曰/g, '日')
    .replace(/艹/g, '操')
    .replace(/草/g, '操')
    .replace(/肏/g, '操')
    .replace(/騷/g, '骚')
    .replace(/骚貨/g, '骚货')
    .replace(/貨/g, '货')
    .replace(/約/g, '约')
    .replace(/澀/g, '涩')
    .replace(/飛機/g, '飞机')
    .replace(/飛/g, '飞')

    // 常见拼音 / 半绕词
    .replace(/saohuo/g, 'sao货')
    .replace(/sao貨/g, 'sao货')

    // emoji / 符号转义
    .replace(/[✈🛩]/gu, '飞机')
    .replace(/💊/gu, '药')

    // 只保留中文、英文、数字、@
    .replace(/[^\p{Script=Han}a-zA-Z0-9@]/gu, '')

    .toLowerCase();
}

function countEmoji(text) {
  try {
    return [...(text || '')].filter((ch) => /\p{Extended_Pictographic}/u.test(ch)).length;
  } catch {
    return 0;
  }
}

function countReplacementMarkers(text) {
  return (String(text || '').match(/\uFFFD/g) || []).length;
}

function countLatinLetters(text) {
  return (String(text || '').match(/[a-z]/gi) || []).length;
}

function isEmojiChar(ch) {
  try {
    return /\p{Extended_Pictographic}/u.test(ch);
  } catch {
    return false;
  }
}

function isLatinLetter(ch) {
  return /[a-z]/i.test(ch || '');
}

function isHanChar(ch) {
  return /\p{Script=Han}/u.test(ch || '');
}

function countEmojiAdjacentTo(text, isNeighborChar) {
  const chars = [...String(text || '')];
  let count = 0;

  chars.forEach((ch, index) => {
    if (!isEmojiChar(ch)) return;

    const prev = chars[index - 1] || '';
    const next = chars[index + 1] || '';
    if (isNeighborChar(prev) || isNeighborChar(next)) {
      count += 1;
    }
  });

  return count;
}

function countEmojiInsideLatinWord(text) {
  const chars = [...String(text || '')];
  let count = 0;

  chars.forEach((ch, index) => {
    if (!isEmojiChar(ch)) return;

    const prev = chars[index - 1] || '';
    const next = chars[index + 1] || '';
    if (isLatinLetter(prev) && isLatinLetter(next)) {
      count += 1;
    }
  });

  return count;
}

function isLatinScriptChar(ch) {
  return /\p{Script=Latin}/u.test(ch || '');
}

function isCommonTextSeparator(ch) {
  return /[\s.,!?;:'"()[\]{}<>/\\|@#$%&*_+=~`^\-—,。!?、:;“”‘’()《》【】「」『』…]/u.test(ch || '');
}

function isSuspiciousNonLatinDecorationChar(ch) {
  return Boolean(ch) &&
    !isEmojiChar(ch) &&
    !isHanChar(ch) &&
    !isLatinScriptChar(ch) &&
    !/\p{Number}/u.test(ch) &&
    !isCommonTextSeparator(ch);
}

function countSuspiciousNonLatinDecorationChars(text) {
  return [...String(text || '')].filter(isSuspiciousNonLatinDecorationChar).length;
}

function getLatinSkeleton(text) {
  return String(text || '')
    .normalize('NFKC')
    .toLowerCase()
    .replace(/[^a-z0-9]+/g, '');
}

function hasHan(text) {
  return /\p{Script=Han}/u.test(text);
}

function addScore(result, points, reason) {
  result.score += points;
  result.reasons.push(`${reason}+${points}`);
}

function buildTextSignals(originalText) {
  const raw = String(originalText || '');
  const text = normalizeTextForFilter(raw);
  const length = text.length;
  const emojiCount = countEmoji(raw);
  const replacementMarkerCount = countReplacementMarkers(raw);
  const latinLetterCount = countLatinLetters(raw);
  const rawCharCount = [...raw].length || 1;
  const latinSkeleton = getLatinSkeleton(raw);
  const emojiInsideLatinWordCount = countEmojiInsideLatinWord(raw);
  const emojiAdjacentToLatinCount = countEmojiAdjacentTo(raw, isLatinLetter);
  const emojiAdjacentToHanCount = countEmojiAdjacentTo(raw, isHanChar);
  const suspiciousNonLatinDecorationCount = countSuspiciousNonLatinDecorationChars(raw);

  const hasMention = TEXT_PATTERNS.mention.test(text);
  const hasRandomLatinPrefix = /^[a-z]{2,10}(?=\p{Script=Han})/u.test(text);
  const hasRandomLatinSuffix = /[a-z]{1,8}$/i.test(text) && hasHan(text);
  const hasRandomAlphaNumSuffix = /[a-z0-9]{1,8}$/i.test(text) && hasHan(text);
  return {
    raw,
    text,
    length,
    emojiCount,
    replacementMarkerCount,
    latinLetterCount,
    rawCharCount,
    latinSkeleton,
    emojiInsideLatinWordCount,
    emojiAdjacentToLatinCount,
    emojiAdjacentToHanCount,
    suspiciousNonLatinDecorationCount,
    hasMention,
    hasRandomLatinPrefix,
    hasRandomLatinSuffix,
    hasRandomAlphaNumSuffix,
    isLatinDominant: latinLetterCount >= 18 && latinLetterCount / rawCharCount >= 0.35,
    hasEmojiFlood: emojiCount >= 5 || emojiCount / rawCharCount >= 0.12,
  };
}

function applyScoreRules(result, signals, rules, reasonPrefix = '') {
  for (const rule of rules) {
    if (rule.test(signals)) {
      addScore(result, rule.points, `${reasonPrefix}${rule.reason}`);
    }
  }
}

function getSpamScore(originalText, context = {}) {
  const signals = buildTextSignals(originalText);

  const result = {
    score: 0,
    reasons: [],
    normalizedText: signals.text,
    normalizedProfileText: '',
  };

  if (signals.text || signals.emojiCount > 0) {
    applyScoreRules(result, signals, SCORE_RULES);
  }

  if (context.authorName) {
    const profileSignals = buildTextSignals(context.authorName);
    result.normalizedProfileText = profileSignals.text;

    if (profileSignals.text) {
      applyScoreRules(result, profileSignals, PROFILE_SCORE_RULES, 'author ');
    }
  }

  return result;
}

function matchRules(originalText, context = {}, options = {}) {
  const text = normalizeTextForFilter(originalText);
  const profileText = normalizeTextForFilter(context.authorName);
  const spam = getSpamScore(originalText, context);
  const threshold = Number.isFinite(options.spamScoreThreshold)
    ? options.spamScoreThreshold
    : DEFAULT_SPAM_SCORE_THRESHOLD;
  if (!text && !profileText && spam.score < threshold) return null;

  if (spam.score >= threshold) {
    return {
      name: `spam score ${spam.score}: ${spam.reasons.join(', ')}`,
      normalizedText: spam.normalizedText,
      normalizedProfileText: spam.normalizedProfileText,
    };
  }

  return null;
}

global.XStrictReplyFilterCore = {
  DEFAULT_SPAM_SCORE_THRESHOLD,
  normalizeTextForFilter,
  buildTextSignals,
  getSpamScore,
  matchRules,
};
})(globalThis);

// X/Twitter DOM text extraction helpers.
(function (global) {
'use strict';

function getTextWithImageAlt(node) {
  if (!node) return '';

  if (node.nodeType === 3) {
    return node.textContent || '';
  }

  if (node.nodeType !== 1) {
    return '';
  }

  if (node.tagName === 'IMG' && node.alt) {
    return node.alt;
  }

  return Array.from(node.childNodes || [])
    .map(getTextWithImageAlt)
    .join('');
}

function getVisibleTweetText(article) {
  const tweetTextNodes = Array.from(
    article.querySelectorAll('[data-testid="tweetText"]')
  );

  if (tweetTextNodes.length > 0) {
    return tweetTextNodes
      .map((node) => getTextWithImageAlt(node) || node.innerText || '')
      .join(' ')
      .replace(/\s+/g, ' ')
      .trim();
  }

  return (article.innerText || '')
    .replace(/\s+/g, ' ')
    .trim();
}

function getVisibleUserNameText(article) {
  const userName = article.querySelector('[data-testid="User-Name"]');
  if (!userName) return '';

  const displayNameLink = userName.querySelector('a[href^="/"][role="link"]');
  const sourceNode = displayNameLink || userName;

  return (getTextWithImageAlt(sourceNode) || sourceNode.innerText || '')
    .replace(/@\w+\b.*$/u, '')
    .replace(/\s+/g, ' ')
    .trim();
}

global.XStrictReplyFilterDom = {
  getTextWithImageAlt,
  getVisibleTweetText,
  getVisibleUserNameText,
};
})(globalThis);

// X/Twitter page adapter for X Strict Reply Filter.
(function (global) {
'use strict';

const ACTIVE_GLOBAL_KEY = '__X_STRICT_REPLY_FILTER_ACTIVE__';
const ACTIVE_DOCUMENT_ATTR = 'data-x-strict-reply-filter-active';

function startXStrictReplyFilter(options = {}) {
  const core = global.XStrictReplyFilterCore;
  const dom = global.XStrictReplyFilterDom;

  if (!core || !dom) {
    throw new Error('X Strict Reply Filter dependencies are not loaded.');
  }

  const settings = Object.assign({
    filterMainTweet: false,
    spamScoreThreshold: core.DEFAULT_SPAM_SCORE_THRESHOLD,
    debug: false,
    showPlaceholder: false,
    runtimeName: 'unknown',
    version: '',
  }, options);

  if (!document.documentElement) {
    window.addEventListener('DOMContentLoaded', () => startXStrictReplyFilter(options), { once: true });
    return { started: false, reason: 'waiting-for-document' };
  }

  const activeRuntime = document.documentElement?.getAttribute(ACTIVE_DOCUMENT_ATTR) || global[ACTIVE_GLOBAL_KEY]?.runtimeName;
  if (activeRuntime) {
    if (settings.debug) {
      console.info('[X Strict Reply Filter] skipped because another runtime is active:', activeRuntime);
    }
    return { started: false, reason: 'already-active', activeRuntime };
  }

  global[ACTIVE_GLOBAL_KEY] = {
    runtimeName: settings.runtimeName,
    version: settings.version,
  };

  function markDocumentRuntime() {
    document.documentElement?.setAttribute(ACTIVE_DOCUMENT_ATTR, settings.runtimeName);
  }

  markDocumentRuntime();

  const FILTER_MAIN_TWEET = settings.filterMainTweet;
  const SPAM_SCORE_THRESHOLD = settings.spamScoreThreshold;
  const DEBUG = settings.debug;
  const SHOW_PLACEHOLDER = settings.showPlaceholder;

  const FILTER_COUNTER_ATTR = 'data-x-strict-reply-filter-counter';
  const FLOATING_COUNTER_FALLBACK_SIZE = 54;
  const FLOATING_COUNTER_GAP = 14;

  let activeStatusPath = null;
  let hiddenReplyKeys = new Set();

  function isStatusPage() {
    return /^\/[^/]+\/status\/\d+/.test(location.pathname);
  }

  function normalizePath(pathname) {
    return pathname.replace(/\/+$/, '');
  }

  function getCurrentStatusPath() {
    const path = normalizePath(location.pathname);
    const match = path.match(/^\/([^/]+)\/status\/(\d+)/);
    if (!match) return null;
    return `/${match[1]}/status/${match[2]}`;
  }

  function getTweetPermalinkPath(article) {
    const time = article.querySelector('time');
    const link = time?.closest('a[href*="/status/"]');

    if (!link || !link.href) return null;

    try {
      const url = new URL(link.href);
      return normalizePath(url.pathname);
    } catch {
      return null;
    }
  }

  function getTweetCell(article) {
    return (
      article.closest('[data-testid="cellInnerDiv"]') ||
      article.closest('[role="article"]') ||
      article
    );
  }

  function getStableHash(text) {
    let hash = 0;
    const value = String(text || '');

    for (let index = 0; index < value.length; index += 1) {
      hash = (hash << 5) - hash + value.charCodeAt(index);
      hash |= 0;
    }

    return Math.abs(hash).toString(36);
  }

  function getReplyCounterKey(article, text, authorName) {
    const permalinkPath = getTweetPermalinkPath(article);
    if (permalinkPath) return `path:${permalinkPath}`;

    return `fallback:${getStableHash(`${authorName || ''}\n${text || ''}`)}`;
  }

  function resetFilterCounterForPath(statusPath) {
    if (activeStatusPath === statusPath) return;

    activeStatusPath = statusPath;
    hiddenReplyKeys = new Set();
    updateFilterCounterBadge();
  }

  function updateFilterCounterBadge() {
    const existingBadge = document.querySelector(`[${FILTER_COUNTER_ATTR}]`);
    const count = hiddenReplyKeys.size;

    if (!isStatusPage() || count < 1) {
      existingBadge?.remove();
      return;
    }

    const badge =
      existingBadge ||
      (() => {
        const element = document.createElement('button');
        element.setAttribute(FILTER_COUNTER_ATTR, 'true');
        element.setAttribute('role', 'status');
        element.setAttribute('aria-live', 'polite');
        element.type = 'button';
        element.style.cssText = [
          'position:fixed',
          'z-index:2147483647',
          'display:flex',
          'align-items:center',
          'justify-content:center',
          'background:rgb(0,0,0)',
          'border:1px solid rgba(239,243,244,0.45)',
          'color:rgb(255,255,255)',
          'white-space:nowrap',
          'pointer-events:none',
          'padding:0',
          'margin:0',
        ].join(';');
        return element;
      })();

    const label = String(count);
    if (badge.textContent !== label) {
      badge.textContent = label;
      badge.title = `已隐藏 ${count} 条疑似垃圾回帖`;
      badge.setAttribute('aria-label', badge.title);
    }

    if (badge.parentElement !== document.body) {
      document.body.appendChild(badge);
    }

    positionFilterCounterBadge(badge);
  }

  function hasFixedOrStickyContext(element) {
    let node = element;

    while (node && node !== document.body && node !== document.documentElement) {
      const position = window.getComputedStyle(node).position;
      if (position === 'fixed' || position === 'sticky') return true;
      node = node.parentElement;
    }

    return false;
  }

  function getBottomRightFloatingActionRect(badge) {
    const viewportWidth = window.innerWidth || document.documentElement.clientWidth || 0;
    const viewportHeight = window.innerHeight || document.documentElement.clientHeight || 0;
    const candidates = Array.from(
      document.querySelectorAll('button,[role="button"],a[role="button"]')
    )
      .filter((element) => element !== badge && !element.closest(`[${FILTER_COUNTER_ATTR}]`))
      .map((element) => {
        const rect = element.getBoundingClientRect();
        return { element, rect };
      })
      .filter(({ element, rect }) => {
        const style = window.getComputedStyle(element);
        return (
          rect.width >= 40 &&
          rect.width <= 90 &&
          rect.height >= 40 &&
          rect.height <= 90 &&
          rect.right > viewportWidth * 0.55 &&
          rect.bottom > viewportHeight * 0.45 &&
          rect.left >= 0 &&
          rect.top >= 0 &&
          style.display !== 'none' &&
          style.visibility !== 'hidden' &&
          Number(style.opacity || '1') > 0 &&
          hasFixedOrStickyContext(element)
        );
      });

    if (!candidates.length) return null;

    const maxRight = Math.max(...candidates.map(({ rect }) => rect.right));
    const rightColumn = candidates.filter(({ rect }) => Math.abs(rect.right - maxRight) <= 8);
    rightColumn.sort((a, b) => a.rect.top - b.rect.top);

    return rightColumn[0].rect;
  }

  function positionFilterCounterBadge(badge) {
    const anchorRect = getBottomRightFloatingActionRect(badge);
    const fallbackRight = 70;
    const fallbackBottom = 154;
    const size = anchorRect
      ? Math.round(Math.min(anchorRect.width, anchorRect.height))
      : FLOATING_COUNTER_FALLBACK_SIZE;

    const left = anchorRect
      ? Math.round(anchorRect.right - size)
      : Math.round((window.innerWidth || document.documentElement.clientWidth || 0) - fallbackRight - size);
    const top = anchorRect
      ? Math.round(anchorRect.top - FLOATING_COUNTER_GAP - size)
      : Math.round((window.innerHeight || document.documentElement.clientHeight || 0) - fallbackBottom - size);

    badge.style.left = `${Math.max(8, left)}px`;
    badge.style.top = `${Math.max(8, top)}px`;
    badge.style.right = 'auto';
    badge.style.bottom = 'auto';
    badge.style.width = `${size}px`;
    badge.style.height = `${size}px`;
    badge.style.borderRadius = `${Math.round(size * 0.3)}px`;
    badge.style.boxShadow = `0 0 0 1px rgba(239,243,244,0.08),0 0 ${Math.round(
      size * 0.45
    )}px rgba(239,243,244,0.32)`;
    badge.style.font = `800 ${Math.round(
      size * 0.45
    )}px/1 -apple-system,BlinkMacSystemFont,"Segoe UI",sans-serif`;
  }
  function hideReply(article, matchedRule, counterKey) {
    const cell = getTweetCell(article);

    if (cell.dataset.xStrictReplySpamScoreFiltered === '1') return;

    const originalText = dom.getVisibleTweetText(article);
    const originalHtml = cell.innerHTML;

    cell.dataset.xStrictReplySpamScoreFiltered = '1';
    cell.dataset.xStrictReplySpamScoreRule = matchedRule.name;
    cell.dataset.xStrictReplySpamScoreOriginalText = originalText;
    cell.dataset.xStrictReplySpamScoreOriginalHtml = originalHtml;
    if (counterKey) {
      cell.dataset.xStrictReplySpamScoreCounterKey = counterKey;
      hiddenReplyKeys.add(counterKey);
      updateFilterCounterBadge();
    }

    if (SHOW_PLACEHOLDER) {
      cell.innerHTML = `
        <div style="
          padding: 12px 16px;
          margin: 4px 0;
          font-size: 13px;
          color: #71767b;
          border-bottom: 1px solid rgba(239,243,244,0.12);
          font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif;
        ">
          <div style="margin-bottom: 8px;">
            Hidden suspected spam reply: ${escapeHtml(matchedRule.name)}
          </div>
          <button data-x-filter-action="restore" style="
            margin-right: 8px;
            padding: 4px 8px;
            border-radius: 999px;
            border: 1px solid #536471;
            background: transparent;
            color: #e7e9ea;
            cursor: pointer;
          ">
            Restore
          </button>
          <button data-x-filter-action="copy" style="
            padding: 4px 8px;
            border-radius: 999px;
            border: 1px solid #536471;
            background: transparent;
            color: #e7e9ea;
            cursor: pointer;
          ">
            Copy report info
          </button>
        </div>
      `;
    } else {
      cell.style.display = 'none';
    }

    if (DEBUG) {
      console.log('[X Strict Reply Filter] hidden:', matchedRule.name);
      console.log('[original]', originalText);
      console.log('[normalized]', matchedRule.normalizedText);
    }
  }

  function escapeHtml(text) {
    return String(text)
      .replace(/&/g, '&amp;')
      .replace(/</g, '&lt;')
      .replace(/>/g, '&gt;')
      .replace(/"/g, '&quot;')
      .replace(/'/g, '&#039;');
  }

  function scan() {
    if (!isStatusPage()) {
      resetFilterCounterForPath(null);
      return;
    }

    const currentStatusPath = getCurrentStatusPath();
    if (!currentStatusPath) return;
    resetFilterCounterForPath(currentStatusPath);

    const articles = Array.from(
      document.querySelectorAll('article[data-testid="tweet"]')
    );

    if (!articles.length) return;

    let mainTweetIndex = articles.findIndex((article) => {
      const permalinkPath = getTweetPermalinkPath(article);
      return permalinkPath === currentStatusPath;
    });

    if (mainTweetIndex < 0) {
      mainTweetIndex = 0;
    }

    articles.forEach((article, index) => {
      if (!FILTER_MAIN_TWEET) {
        if (index <= mainTweetIndex) return;
      } else {
        if (index < mainTweetIndex) return;
      }

      const cell = getTweetCell(article);
      if (cell.dataset.xStrictReplySpamScoreFiltered === '1') return;

      const text = dom.getVisibleTweetText(article);
      const authorName = dom.getVisibleUserNameText(article);
      if (!text && !authorName) return;

      const matchedRule = core.matchRules(text, { authorName }, { spamScoreThreshold: SPAM_SCORE_THRESHOLD });
      if (!matchedRule) return;

      const counterKey = getReplyCounterKey(article, text, authorName);
      hideReply(article, matchedRule, counterKey);
    });

    updateFilterCounterBadge();
  }

  document.addEventListener('click', async function (event) {
    const button = event.target.closest('[data-x-filter-action]');
    if (!button) return;

    const cell =
      button.closest('[data-testid="cellInnerDiv"]') ||
      button.closest('[role="article"]') ||
      button.closest('div');

    if (!cell) return;

    const action = button.dataset.xFilterAction;

    if (action === 'restore') {
      const html = cell.dataset.xStrictReplySpamScoreOriginalHtml;
      const counterKey = cell.dataset.xStrictReplySpamScoreCounterKey;
      if (html) {
        cell.innerHTML = html;
        cell.dataset.xStrictReplySpamScoreFiltered = '0';
        if (counterKey) {
          hiddenReplyKeys.delete(counterKey);
          updateFilterCounterBadge();
        }
      }
      return;
    }

    if (action === 'copy') {
      const text = cell.dataset.xStrictReplySpamScoreOriginalText || '';
      const rule = cell.dataset.xStrictReplySpamScoreRule || '';

      const reportText = [
        'Suspected spam / NSFW bait reply',
        `Matched rule: ${rule}`,
        `Page: ${location.href}`,
        '',
        'Reply text:',
        text,
      ].join('\n');

      try {
        await navigator.clipboard.writeText(reportText);
        button.textContent = 'Copied';
        setTimeout(() => {
          button.textContent = 'Copy report info';
        }, 1500);
      } catch {
        console.log(reportText);
        button.textContent = 'Copy failed, check console';
      }
    }
  });

  let scanTimer = null;
  let lastUrl = location.href;

  function scheduleScan(delay = 150) {
    clearTimeout(scanTimer);
    scanTimer = setTimeout(scan, delay);
  }

  const observer = new MutationObserver(() => {
    if (location.href !== lastUrl) {
      lastUrl = location.href;
      scheduleScan(600);
    } else {
      scheduleScan(150);
    }
  });

  function start() {
    markDocumentRuntime();

    observer.observe(document.documentElement, {
      childList: true,
      subtree: true,
    });

    window.addEventListener('scroll', () => scheduleScan(100), { passive: true });
    window.addEventListener('resize', () => updateFilterCounterBadge());
    window.addEventListener('popstate', () => scheduleScan(300));
    window.addEventListener('focus', () => scheduleScan(300));

    scheduleScan(300);
    scheduleScan(1000);
    scheduleScan(2500);

    if (DEBUG) {
      console.log('[X Strict Reply Filter] loaded:', location.href);
    }
  }
  if (document.documentElement) {
    start();
  } else {
    window.addEventListener('DOMContentLoaded', start, { once: true });
  }

  return { started: true, runtimeName: settings.runtimeName };
}

global.XStrictReplyFilterPage = {
  start: startXStrictReplyFilter,
};
})(globalThis);

(function () {
  'use strict';

  globalThis.XStrictReplyFilterPage.start({
    runtimeName: 'userscript',
    version: '1.6.0',
  });
})();