Agent skill

Wechat Viral Writer

by 843645440 in 843645440/wechat-skill

写有人愿意读完的中文微信公众号文章,并用脚本把「好不好」量化成分数。四个维度:信息量(每 300 字一个具体信息)、利他性(读者能带走的东西)、可读性(手机竖屏节奏)、抓人(钩子密度与闭环)。写完必须跑 scoredraft.py 体检并修到 blocking=0 且 score≥75。自带默认关闭的热点雷达开关(hotradar.py),开启后聚合 8…

Custom licenceAuto-check passedProductivity & Automation

Install Wechat Viral Writer

skills CLI
$ npx skills add 843645440/wechat-skill --skill wechat-viral-writer -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install 843645440/wechat-skill wechat-viral-writer --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/843645440/wechat-skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/wechat-viral-writer .claude/skills/wechat-viral-writer && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
wechat-viral-writer
GitHub stars
109
Token cost
~863 tokens
SKILL.md length
173 words
Files
15 (incl. scripts, references)
Skills in repo
9
Repo updated
First seen
Licence
Custom licence

At a glance

写有人愿意读完的中文微信公众号文章,并用脚本把「好不好」量化成分数。四个维度:信息量(每 300 字一个具体信息)、利他性(读者能带走的东西)、可读性(手机竖屏节奏)、抓人(钩子密度与闭环)。写完必须跑 scoredraft.py 体检并修到 blocking=0 且 score≥75。自带默认关闭的热点雷达开关(hotradar.py),开启后聚合 8…

  • Works in 7 steps: score_draft.py 的 blocking_count > 0,或… → 全文没有任何读者可带走的东西(体检里的 reader_benefit =… → 标题没有可指认的主体(谁 / 什么产品 / 哪件事)。读者在推荐页只看得到标题, → …
  • Tasks that involve Messaging and chat bots
  • SKILL.md covers 30 秒上手, 四个维度(体检脚本的 100 分怎么来的), 资源路由 and 接入流水线的位置, plus 2 more sections
  • Runs Python scripts from its folder; calls python3

What it does

Wechat Viral Writer is an agent skill from 843645440/wechat-skill. 写有人愿意读完的中文微信公众号文章,并用脚本把「好不好」量化成分数。四个维度:信息量(每 300 字一个具体信息)、利他性(读者能带走的东西)、可读性(手机竖屏节奏)、抓人(钩子密度与闭环)。写完必须跑 scoredraft.py 体检并修到 blocking=0 且 score≥75。自带默认关闭的热点雷达开关(hotradar.py),开启后聚合 8 个公开榜单产出选题候选,但不自动选题、不自动写稿。用于用户要求「写公众号」「提高完读率」「这篇没人读」「找选题」时。

Its SKILL.md is about 860 tokens, which your agent loads only when the skill is triggered. The skill folder holds 19 other files, including scripts and reference files (for example `agents/openai.yaml`, `config/writer-config.json` and `examples/gold-sample.md`).

It sits in Productivity & Automation, covering Messaging and chat bots. It works with WeChat. The repository describes itself as: 微信公众号内容 Skill 工具包:热点发现、科技写作、去 AI 味、配图、排版、多账号草稿与工作流编排。

When your agent uses it

  • Tasks that involve Messaging and chat bots

Example prompts

  • “/wechat-viral-writer”

Requirements

  • Python 3

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. score_draft.py 的 blocking_count > 0,或 score < 75。
  2. 全文没有任何读者可带走的东西(体检里的 reader_benefit = 0)——白看一场。
  3. 标题没有可指认的主体(谁 / 什么产品 / 哪件事)。读者在推荐页只看得到标题,
  4. 标题前 16 字没有刺点:数字、反差、断言、疑问,一个都没有。
  5. 为了凑指标塞假数字、假案例、假亲历。体检分数是用来发现问题的,不是用来刷的。
  6. 硬塞与题材无关的「普通人怎么办」清单。利他性按题材选形态,见 reader-benefit.md。
  7. 热点雷达输出的榜单标题被原样当成选题。榜单标题是新闻标签,不是你的观点。

What it can do on your machine

Read from SKILL.md and the folder at commit 8ae1abe. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 2 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Wechat Viral Writer loads about 863 tokens when it runs, and up to ~12k if it reads all its reference files. Until then it costs about 65 tokens; SKILL.md has 173 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~65
When it runs · the whole SKILL.md, loaded when a task matches
~863
With references · SKILL.md plus every file in references/, read only if the agent opens them
~12k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 173 words (~863 tokens).

name
wechat-viral-writer

Read the full SKILL.md on GitHub

Files

SKILL.md and 14 other files (scripts, references) in .agents/skills/wechat-viral-writer of 843645440/wechat-skill.

  • SKILL.md
  • agents/openai.yaml
  • config/writer-config.json
  • examples/gold-sample.md
  • references/distribution-2026.md
  • references/hook-and-title.md
  • references/hot-topic-radar.md
  • references/readability.md
  • references/reader-benefit.md
  • references/structure-playbook.md
  • references/value-density.md
  • references/voice-playbook.md
  • references/writing-checklist.md
  • scripts/hot_radar.py
  • scripts/score_draft.py

Open the folder on GitHubat commit 8ae1abe

Compare with similar skills

Wechat Viral Writer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Wechat Viral Writer compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Wechat Viral Writer this skill843645440/wechat-skill109—~863Automated safety check: PassCustom licence
She Love Me863401402/she-love-me9311 repos~1.3kAutomated safety check: PassMIT
Wechat Article Extractorfreestylefly/wechat-article-extractor-skill1361 repos~1kAutomated safety check: PassNone
Wechat Miniprogram Builderchenjin-cmd/wechat-miniprogram-builder356—~634Automated safety check: PassMIT
Skill Wechat PublisherZJU-REAL/Easel3.4k—~1.8kAutomated safety check: PassApache-2.0
Wechat Mp Writerth3ee9ine/wechat-claw-skill207—~1.4kAutomated safety check: PassMIT

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Works with

Questions about Wechat Viral Writer

What does Wechat Viral Writer do?

写有人愿意读完的中文微信公众号文章,并用脚本把「好不好」量化成分数。四个维度:信息量(每 300 字一个具体信息)、利他性(读者能带走的东西)、可读性(手机竖屏节奏)、抓人(钩子密度与闭环)。写完必须跑 scoredraft.py 体检并修到 blocking=0 且 score≥75。自带默认关闭的热点雷达开关(hotradar.py),开启后聚合 8…. Wechat Viral Writer is an agent skill from 843645440/wechat-skill.

When should I use Wechat Viral Writer?

Wechat Viral Writer fits situations like: tasks that involve Messaging and chat bots.

How do I install Wechat Viral Writer in Claude Code?

Run `npx skills add 843645440/wechat-skill --skill wechat-viral-writer -a claude-code`. Or copy the skill folder (.agents/skills/wechat-viral-writer in 843645440/wechat-skill) into .claude/skills/wechat-viral-writer in your project. Claude Code loads it when a task matches its description.

How do I install Wechat Viral Writer in Codex?

Run `npx skills add 843645440/wechat-skill --skill wechat-viral-writer -a codex`. Or copy the skill folder (.agents/skills/wechat-viral-writer in 843645440/wechat-skill) into .agents/skills/wechat-viral-writer in your project. Codex loads it when a task matches its description.

Can I use Wechat Viral Writer in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add 843645440/wechat-skill --skill wechat-viral-writer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/wechat-viral-writer, .gemini/skills/wechat-viral-writer, .github/skills/wechat-viral-writer and .opencode/skills/wechat-viral-writer in your project.

What does Wechat Viral Writer need to run?

Going by SKILL.md and its folder, Wechat Viral Writer needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Wechat Viral Writer access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Wechat Viral Writer safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Wechat Viral Writer use?

Wechat Viral Writer has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Wechat Viral Writer use?

About 863 tokens (SKILL.md is roughly 3.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 11k tokens, read only when the agent opens those files.

What are the alternatives to Wechat Viral Writer?

Skills that share tags, products or a category with Wechat Viral Writer: She Love Me (863401402/she-love-me, 931 stars), Wechat Article Extractor (freestylefly/wechat-article-extractor-skill, 136 stars), Wechat Miniprogram Builder (chenjin-cmd/wechat-miniprogram-builder, 356 stars) and Skill Wechat Publisher (ZJU-REAL/Easel, 3.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Wechat Viral Writer?

843645440 (a GitHub user) maintains it in 843645440/wechat-skill, which has 109 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on September 14, 2026.

Source: 843645440/wechat-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.