wjs-cleaning-spam SKILL.md skillA
wjs-cleaning-spam from jianshuo/claude-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jianshuo/claude-skills/wjs-cleaning-spam@git:20260610.c496d29Pins git:20260610.c496d29 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jianshuo/claude-skills
- Path
wjs-cleaning-spam/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260610.c496d29, committed Jun 10, 2026
- Size
- 3,524 bytes
- Repository stars
- 138
- License
- MIT
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".
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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 ```bash # 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 Unauthorized | query 参数里的 `:` 必须 URL 编码（`to%3Ajianshuo`），不是 auth 问题，别去换 oauth1/oauth2 | …
Read the whole file at its exact version.
How to install
mdr add jianshuo/claude-skills/wjs-cleaning-spam@sha256:c02374efeb5eec3aThe line at the top of this page pins the label git:20260610.c496d29, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_aevg457oblur5iun)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 10, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3524 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
jianshuo/claude-skills · 138 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_aevg457oblur5iun GET https://markdownregistry.com/api/v1/resolve?ref=jianshuo/claude-skills/wjs-cleaning-spam GET https://markdownregistry.com/api/v1/blob/c02374efeb5eec3aa9c0ed616e30824bad186c569bcdbf3a7ba821ae357a1aac
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.