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wjs-cleaning-spam

Use when the user complains about spam on his X/Twitter posts — 同城面付 / 寻固炮 / 线下上门 / 免费破处 这类引流号在他推文下刷的 emoji 垃圾回复 — and wants them removed. Covers the last 7 days (X recent-search window). Triggers — "把这些spam删掉", "清理X垃圾回复", "推文下面好多引流号", "clean spam replies", "/wjs-cleaning-spam".

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Works withX (Twitter)

Run score Not tested

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Files included (2)

  • SKILL.md3.4 KB
  • scripts/clean_spam.py6.6 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

wjs-cleaning-spam

清理挂在王建硕推文下的同城引流 spam 回复:隐藏回复 + 静音账号。

Core Principle

别人的推文删不掉。 X 只给串主两个武器:hide reply(从评论区移除,访客不可见)和 mute(通知里不再出现)。block 端点已被 X 从 API 下线(v2 返回 code 34,v1.1 要更高访问级别),真要拉黑只能网页手动。「删掉spam」= 隐藏 + 静音,做到 API 上限。

先 dry-run,人审 borderline,再 apply。 启发式会把真人评论("机器人🤖"、"저지능🤪")和 spam 变体("我在济源呀🌷" + 隐形字符)分错边。flagged 直接处理,borderline 必须 Claude 逐条看。

Workflow

# 1. dry-run:输出 flagged + borderline 两个名单(JSON)
python3 ~/.claude/skills/wjs-cleaning-spam/scripts/clean_spam.py

# 2. Claude 逐条审 borderline:引流号特征 = 名字带 💕🌸♥ 装饰 / 同城话术 /
#    文本夹隐形字符(U+034F 等)/ 纯 emoji。真人评论(哪怕是骂人)不动。
#    把 borderline 里确认是 spam 的 id 并入名单。

# 3. apply:隐藏 + 静音(默认只处理 flagged;审完 borderline 用 --ids 指定全集)
python3 ~/.claude/skills/wjs-cleaning-spam/scripts/clean_spam.py --apply
python3 ~/.claude/skills/wjs-cleaning-spam/scripts/clean_spam.py --apply --ids id1,id2,...

# 4. 撞 429 限流(hide 约 50 次/15 分钟)脚本会自动停 —— 15 分钟后重跑同一条命令,
#    state/cleaned.jsonl 记录了已处理的 id,自动跳过、续跑。

向用户汇报:隐藏几条、失败几条(及原因)、静音几个号;提醒 block 需网页手动。

踩过的坑(2026-06-10 实战)

坑现实
raw 查询 401 Unauthorizedquery 参数里的 : 必须 URL 编码(to%3Ajianshuo),不是 auth 问题,别去换 oauth1/oauth2
xurl block 报 code 34block 端点已从 X API 移除(v2/v1.1 都不行),用 mute 替代,别反复试
hide 报 "Invalid Request"该回复所在会话的根推文不是用户的(用户只是参与别人的串),串主才有权隐藏——记为 hide-failed,账号照样静音
hide 报 429限流约 50 次/15 分钟,等窗口刷新重跑脚本即可(状态文件保证幂等)
纯文本 spam 漏网"我在济源呀" 这类同城话术靠隐形字符(U+034F/零宽符)混过滤器——脚本已检测,新变体出现时把特征加进 NAME_KW / INVISIBLE
误伤真人emoji 启发式会扫进真人短评——这就是 borderline 名单存在的原因,必须人审

When NOT to use

  • spam 超过 7 天:recent-search 接口只覆盖 7 天,更早的要用网页手动
  • 用户要删自己发的推文:直接 xurl delete POST_ID
  • 用户要拉黑某个具体账号:API 做不到,告诉他网页操作(账号主页 ⋯ → Block)

State

state/cleaned.jsonl — 每条处理过的回复一行(id / author / status)。重跑跳过已处理;想重头来删掉此文件。

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