She Love Me
863401402/she-love-me
Acquire, import, and analyze WeChat or QQ chat histories, including installing supported exporters, guiding required login or contact selection, converting exports, assessing relationship dynamics…
Find WeChat public-account articles that break out above the account's average reads for account-growth topic selection.
Install Wechat Viral Topic
$ npx skills add kangarooking/kangarooking-skills --skill wechat-viral-topic -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install kangarooking/kangarooking-skills wechat-viral-topic --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/kangarooking/kangarooking-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/viral-topic/wechat-viral-topic .claude/skills/wechat-viral-topic && rm -rf skills-srcUse ~/.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/
Install the "wechat-viral-topic" agent skill from https://github.com/kangarooking/kangarooking-skills/tree/main/viral-topic/wechat-viral-topic into .claude/skills/wechat-viral-topic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wechat-viral-topic", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/kangarooking/kangarooking-skills/tree/main/viral-topic/wechat-viral-topicType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add kangarooking/kangarooking-skills --skill wechat-viral-topic -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install kangarooking/kangarooking-skills wechat-viral-topic --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kangarooking/kangarooking-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/viral-topic/wechat-viral-topic .agents/skills/wechat-viral-topic && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "wechat-viral-topic" agent skill from https://github.com/kangarooking/kangarooking-skills/tree/main/viral-topic/wechat-viral-topic into .agents/skills/wechat-viral-topic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wechat-viral-topic", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add kangarooking/kangarooking-skills --skill wechat-viral-topic -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install kangarooking/kangarooking-skills wechat-viral-topic --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kangarooking/kangarooking-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/viral-topic/wechat-viral-topic .cursor/skills/wechat-viral-topic && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "wechat-viral-topic" agent skill from https://github.com/kangarooking/kangarooking-skills/tree/main/viral-topic/wechat-viral-topic into .cursor/skills/wechat-viral-topic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wechat-viral-topic", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/kangarooking/kangarooking-skills.git --path viral-topic/wechat-viral-topic--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add kangarooking/kangarooking-skills --skill wechat-viral-topic -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install kangarooking/kangarooking-skills wechat-viral-topic --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kangarooking/kangarooking-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/viral-topic/wechat-viral-topic .gemini/skills/wechat-viral-topic && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "wechat-viral-topic" agent skill from https://github.com/kangarooking/kangarooking-skills/tree/main/viral-topic/wechat-viral-topic into .gemini/skills/wechat-viral-topic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wechat-viral-topic", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install kangarooking/kangarooking-skills wechat-viral-topicInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add kangarooking/kangarooking-skills --skill wechat-viral-topic -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/kangarooking/kangarooking-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/viral-topic/wechat-viral-topic .github/skills/wechat-viral-topic && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "wechat-viral-topic" agent skill from https://github.com/kangarooking/kangarooking-skills/tree/main/viral-topic/wechat-viral-topic into .github/skills/wechat-viral-topic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wechat-viral-topic", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add kangarooking/kangarooking-skills --skill wechat-viral-topic -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install kangarooking/kangarooking-skills wechat-viral-topic --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kangarooking/kangarooking-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/viral-topic/wechat-viral-topic .opencode/skills/wechat-viral-topic && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "wechat-viral-topic" agent skill from https://github.com/kangarooking/kangarooking-skills/tree/main/viral-topic/wechat-viral-topic into .opencode/skills/wechat-viral-topic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wechat-viral-topic", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
wechat-viral-topic- GitHub stars
- 661
- Token cost
- ~914 tokens
- SKILL.md length
- 319 words
- Files
- 5 (incl. scripts, references)
- Skills in repo
- 19
- Repo updated
- First seen
- Licence
- None found
At a glance
Find WeChat public-account articles that break out above the account's average reads for account-growth topic selection.
- Works in 8 steps: Select a platform category from… → Fetch hot articles from… → Extract __biz from each content_url. → …
- The user asks to discover 公众号爆款
- SKILL.md covers Quick Start, Workflow, Output Contract and Guardrails
- Runs Python scripts from its folder; calls python3; needs WECHAT_HOT_ACCESS_TOKEN and WECHAT_HOT_APP_SECRET
What it does
Wechat Viral Topic is an agent skill from kangarooking/kangarooking-skills. Find WeChat public-account articles that break out above the account's average reads for account-growth topic selection. Use when the user asks to discover 公众号爆款, 微信低粉爆款, 平均阅读爆款, 起号选题, category-based WeChat hot articles, or article references filtered by monthreadavg rather than unstable followercount.
Its SKILL.md is about 910 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/categories.md` and `references/scoring.md`).
It sits in Productivity & Automation, covering Messaging and chat bots. It works with WeChat. The repository describes itself as: My custom AI Agent skills.
When your agent uses it
- The user asks to discover 公众号爆款
- Category-based WeChat hot articles
- Article references filtered by monthreadavg rather than unstable followercount
Example prompts
- “/wechat-viral-topic”
Requirements
- Python 3
- A credential in WECHAT_HOT_APP_SECRET
- A credential in WECHAT_HOT_ACCESS_TOKEN
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- Select a platform category from references/categories.md.
- Fetch hot articles from /api/v2/hot/articles with category, read_num, published_at, and pagination.
- Extract __biz from each content_url.
- Enrich each account through /api/v2/accounts/detail, preferring biz over nickname.
- Filter for average-read breakout candidates
- Exclude institution/media accounts that are not useful new-account references, unless the user disables the default exclusion list.
- Rank by breakout_score, then by read_month_avg_ratio, then by read_num.
- Return JSON for automation or Markdown for human topic review.
What it can do on your machine
Read from SKILL.md and the folder at commit 08bbee0. 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 1 file 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 these keys or tokens, usually read from environment variables:
WECHAT_HOT_ACCESS_TOKENWECHAT_HOT_APP_SECRET
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Wechat Viral Topic loads about 914 tokens when it runs, and up to ~1.7k if it reads all its reference files. Until then it costs about 81 tokens; SKILL.md has 319 words of instructions outside code blocks.
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 319 words (~914 tokens).
“Use this skill to find WeChat public-account articles that are hot relative to the account's average reads. Do not use follower_count as the default low-fan signal because the account-detail follower value is unstable.”
- name
- wechat-viral-topic
Files
SKILL.md and 4 other files (scripts, references) in viral-topic/wechat-viral-topic of kangarooking/kangarooking-skills.
- SKILL.md
- agents/openai.yaml
- references/categories.md
- references/scoring.md
- scripts/search_wechat_viral_topic.py
Open the folder on GitHubat commit 08bbee0
Compare with similar skills
Wechat Viral Topic 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Wechat Viral Topic this skillkangarooking/kangarooking-skills | 661 | — | ~914 | Automated safety check: Pass | None | |
| She Love Me863401402/she-love-me | 925 | 1 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Wechat Article Extractorfreestylefly/wechat-article-extractor-skill | 136 | 1 repos | ~1k | Automated safety check: Pass | None | |
| Wechat Miniprogram Builderchenjin-cmd/wechat-miniprogram-builder | 355 | — | ~634 | Automated safety check: Pass | MIT | |
| Skill Wechat PublisherZJU-REAL/Easel | 3.3k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | |
| Wechat Mp Writerth3ee9ine/wechat-claw-skill | 206 | — | ~1.4k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Wechat Viral Topic
What does Wechat Viral Topic do?
Find WeChat public-account articles that break out above the account's average reads for account-growth topic selection. Wechat Viral Topic is an agent skill from kangarooking/kangarooking-skills. Find WeChat public-account articles that break out above the account's average reads for account-growth topic selection.
When should I use Wechat Viral Topic?
Wechat Viral Topic fits situations like: the user asks to discover 公众号爆款; category-based WeChat hot articles; article references filtered by monthreadavg rather than unstable followercount.
How do I install Wechat Viral Topic in Claude Code?
Run `npx skills add kangarooking/kangarooking-skills --skill wechat-viral-topic -a claude-code`. Or copy the skill folder (viral-topic/wechat-viral-topic in kangarooking/kangarooking-skills) into .claude/skills/wechat-viral-topic in your project. Claude Code loads it when a task matches its description.
How do I install Wechat Viral Topic in Codex?
Run `npx skills add kangarooking/kangarooking-skills --skill wechat-viral-topic -a codex`. Or copy the skill folder (viral-topic/wechat-viral-topic in kangarooking/kangarooking-skills) into .agents/skills/wechat-viral-topic in your project. Codex loads it when a task matches its description.
Can I use Wechat Viral Topic 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 kangarooking/kangarooking-skills --skill wechat-viral-topic -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-topic, .gemini/skills/wechat-viral-topic, .github/skills/wechat-viral-topic and .opencode/skills/wechat-viral-topic in your project.
What does Wechat Viral Topic need to run?
Going by SKILL.md and its folder, Wechat Viral Topic needs Python for the scripts in its folder, the command-line tools its instructions call (python3) and credentials named WECHAT_HOT_ACCESS_TOKEN and WECHAT_HOT_APP_SECRET. Our summary lists: Python 3; A credential in WECHAT_HOT_APP_SECRET; A credential in WECHAT_HOT_ACCESS_TOKEN.
Does Wechat Viral Topic 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 Topic 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 Topic use?
No licence was found for Wechat Viral Topic or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Wechat Viral Topic use?
About 914 tokens (SKILL.md is roughly 3.7k 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 756 tokens, read only when the agent opens those files.
What are the alternatives to Wechat Viral Topic?
Skills that share tags, products or a category with Wechat Viral Topic: She Love Me (863401402/she-love-me, 925 stars), Wechat Article Extractor (freestylefly/wechat-article-extractor-skill, 136 stars), Wechat Miniprogram Builder (chenjin-cmd/wechat-miniprogram-builder, 355 stars) and Skill Wechat Publisher (ZJU-REAL/Easel, 3.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Wechat Viral Topic?
kangarooking (a GitHub user) maintains it in kangarooking/kangarooking-skills, which has 661 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on September 7, 2026.
Source: kangarooking/kangarooking-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.