Agent skill

Hot Trend Collector

热点抓取工具，支持知乎、微博、百度指数等平台热点数据采集与 REST API 服务. An agent skill from jiushiwon/wg-skills.

Apache-2.0Auto-check passedBackend & APIs

Install Hot Trend Collector

skills CLI

$ npx skills add jiushiwon/wg-skills --skill hot-trend-collector -a claude-code

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

GitHub CLI

$ gh skill install jiushiwon/wg-skills hot-trend-collector --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/jiushiwon/wg-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/vibeCoding/backend/python/hot-trend-collector .claude/skills/hot-trend-collector && 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/

Paste into Claude Code

Install the "hot-trend-collector" agent skill from https://github.com/jiushiwon/wg-skills/tree/main/vibeCoding/backend/python/hot-trend-collector into .claude/skills/hot-trend-collector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hot-trend-collector", 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

$skill-installer install https://github.com/jiushiwon/wg-skills/tree/main/vibeCoding/backend/python/hot-trend-collector

Type 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.

skills CLI

$ npx skills add jiushiwon/wg-skills --skill hot-trend-collector -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install jiushiwon/wg-skills hot-trend-collector --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/jiushiwon/wg-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/vibeCoding/backend/python/hot-trend-collector .agents/skills/hot-trend-collector && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "hot-trend-collector" agent skill from https://github.com/jiushiwon/wg-skills/tree/main/vibeCoding/backend/python/hot-trend-collector into .agents/skills/hot-trend-collector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hot-trend-collector", 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.

skills CLI

$ npx skills add jiushiwon/wg-skills --skill hot-trend-collector -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install jiushiwon/wg-skills hot-trend-collector --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/jiushiwon/wg-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/vibeCoding/backend/python/hot-trend-collector .cursor/skills/hot-trend-collector && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "hot-trend-collector" agent skill from https://github.com/jiushiwon/wg-skills/tree/main/vibeCoding/backend/python/hot-trend-collector into .cursor/skills/hot-trend-collector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hot-trend-collector", 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

$ gemini skills install https://github.com/jiushiwon/wg-skills.git --path vibeCoding/backend/python/hot-trend-collector

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add jiushiwon/wg-skills --skill hot-trend-collector -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install jiushiwon/wg-skills hot-trend-collector --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/jiushiwon/wg-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/vibeCoding/backend/python/hot-trend-collector .gemini/skills/hot-trend-collector && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "hot-trend-collector" agent skill from https://github.com/jiushiwon/wg-skills/tree/main/vibeCoding/backend/python/hot-trend-collector into .gemini/skills/hot-trend-collector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hot-trend-collector", 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.

GitHub CLI

$ gh skill install jiushiwon/wg-skills hot-trend-collector

Installs 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).

skills CLI

$ npx skills add jiushiwon/wg-skills --skill hot-trend-collector -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/jiushiwon/wg-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/vibeCoding/backend/python/hot-trend-collector .github/skills/hot-trend-collector && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "hot-trend-collector" agent skill from https://github.com/jiushiwon/wg-skills/tree/main/vibeCoding/backend/python/hot-trend-collector into .github/skills/hot-trend-collector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hot-trend-collector", 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.

skills CLI

$ npx skills add jiushiwon/wg-skills --skill hot-trend-collector -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install jiushiwon/wg-skills hot-trend-collector --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/jiushiwon/wg-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/vibeCoding/backend/python/hot-trend-collector .opencode/skills/hot-trend-collector && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "hot-trend-collector" agent skill from https://github.com/jiushiwon/wg-skills/tree/main/vibeCoding/backend/python/hot-trend-collector into .opencode/skills/hot-trend-collector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hot-trend-collector", 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: hot-trend-collector
GitHub stars: 114
Token cost: ~494 tokens
SKILL.md length: 93 words
Files: 6 (incl. scripts, assets)
Skills in repo: 12
Repo updated: Oct 7, 2026
First seen: Oct 7, 2026
Licence: Apache-2.0

At a glance

热点抓取工具，支持知乎、微博、百度指数等平台热点数据采集与 REST API 服务. An agent skill from jiushiwon/wg-skills.

Works in 4 steps: 安装依赖 → 启动服务 → API 接口 → …
Tasks that involve REST APIs
SKILL.md covers 使用场景, 功能特性, 项目结构 and 使用方法, plus 3 more sections
Runs Python scripts from its folder; calls pip and python

What it does

Hot Trend Collector is an agent skill from jiushiwon/wg-skills. 热点抓取工具，支持知乎、微博、百度指数等平台热点数据采集与 REST API 服务

Its SKILL.md is about 490 tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts and assets (for example `assets/sample_data.json`, `scripts/collector.py` and `scripts/collectors/__init__.py`).

It sits in Backend & APIs, covering REST APIs. It works with Python. The licence is Apache-2.0.

When your agent uses it

Tasks that involve REST APIs

Example prompts

“/hot-trend-collector”

Requirements

Python 3

Workflow steps

4 steps, taken from the step headings in SKILL.md.

安装依赖
启动服务
API 接口
定时任务

What it can do on your machine

Read from SKILL.md and the folder at commit 3569fb8. 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 4 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
- pip
- python
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.
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

Hot Trend Collector loads about 494 tokens when it runs. Until then it costs about 15 tokens; SKILL.md has 93 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~15
When it runs · the whole SKILL.md, loaded when a task matches: ~494

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

The full file from jiushiwon/wg-skills at commit 3569fb8, republished under its Apache-2.0 licence (© jiushiwon). 93 words, ~494 tokens.

Download SKILL.mdSave it as .claude/skills/hot-trend-collector/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.

name: hot-trend-collector
description: 热点抓取工具，支持知乎、微博、百度指数等平台热点数据采集与 REST API 服务

Hot Trend Collector

热点抓取工具，提供多平台热点数据采集能力，并暴露 REST API 供前端调用。

使用场景

自媒体运营平台需要热点数据作为创作素材
需要定时抓取热点并存储
需要手动添加热点作为补充

功能特性

支持的热点来源

来源	类型	说明
知乎热榜	API/爬虫	获取知乎实时热榜
微博热搜	爬虫	获取微博热搜榜
百度指数	爬虫	获取搜索热度
微信指数	爬虫	获取公众号热度
手动输入	人工	支持手动添加热点

核心功能

热点抓取 - 定时/手动抓取多平台热点
热点管理 - 列表展示、筛选、删除
REST API - 提供热点数据的增删改查接口

项目结构

hot-trend-collector/
├── SKILL.md
├── scripts/
│   ├── collector.py          # 抓取脚本入口
│   ├── collectors/           # 各平台抓取器
│   │   ├── __init__.py
│   │   ├── zhihu.py         # 知乎热榜
│   │   ├── weibo.py         # 微博热搜
│   │   ├── baidu.py         # 百度指数
│   │   └── wechat.py        # 微信指数
│   └── scheduler.py         # 定时任务
├── references/
│   └── api.md               # API 文档
└── assets/
    └── sample_data.json     # 示例数据

使用方法

1. 安装依赖

bash

pip install requests beautifulsoup4 aiohttp schedule

2. 启动服务

bash

python scripts/collector.py

服务默认在 http://localhost:8000 启动。

3. API 接口

方法	路径	说明
GET	/api/trends	获取热点列表
POST	/api/trends	手动添加热点
DELETE	/api/trends/{id}	删除热点
POST	/api/trends/collect	触发抓取
GET	/api/trends/sources	获取支持的来源

4. 定时任务

启动时会自动开启定时任务，每小时抓取一次热点。

配置说明

在 scripts/config.py 中配置：

python

# 抓取间隔（小时）
COLLECT_INTERVAL = 1

# 是否启用定时任务
ENABLE_SCHEDULER = True

# 数据存储文件
DATA_FILE = "data/trends.json"

扩展新的热点源

在 scripts/collectors/ 目录下创建新的抓取器：

python

# scripts/collectors/new_source.py
import requests

def fetch_trends():
    """获取新平台热点"""
    # 实现抓取逻辑
    return [
        {"title": "热点标题", "url": "链接", "heat": 100, "source": "new_source"}
    ]

然后在 collector.py 中注册：

python

from collectors import new_source

注意事项

遵守各平台的 Robots.txt 规则
合理设置抓取频率，避免对目标网站造成压力
微博等平台可能需要 Cookie，建议登录后抓取

Files

SKILL.md and 5 other files (scripts, assets) in vibeCoding/backend/python/hot-trend-collector of jiushiwon/wg-skills.

SKILL.md
assets/sample_data.json
scripts/collector.py
scripts/collectors/__init__.py
scripts/collectors/weibo.py
scripts/collectors/zhihu.py

Open the folder on GitHubat commit 3569fb8

Compare with similar skills

Hot Trend Collector 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.

Hot Trend Collector compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Hot Trend Collector this skilljiushiwon/wg-skills	114	—	~494	Automated safety check: Pass	Apache-2.0	4 days ago
Zhihu Searchitwanger/toBeBetterJavaer	18k	—	~1.5k	Automated safety check: Pass	None	yesterday
Fastcrudbenavlabs/fastcrud	1.6k	—	~5k	Automated safety check: Pass	MIT	today
Cloudflare Email Servicehodgef/apiker	127	2 repos	~2k	Automated safety check: Pass	MIT	1 mo ago
Build X402 Clientcoinbase/cdp-sdk	203	—	~3k	Automated safety check: Pass	MIT	4 days ago
Dinobase Connector Builderkappa90/dinobase	263	—	~1.9k	Automated safety check: Pass	Custom licence	3 mo ago

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Works with

Python

Questions about Hot Trend Collector

What does Hot Trend Collector do?

热点抓取工具，支持知乎、微博、百度指数等平台热点数据采集与 REST API 服务. An agent skill from jiushiwon/wg-skills. Hot Trend Collector is an agent skill from jiushiwon/wg-skills.

When should I use Hot Trend Collector?

Hot Trend Collector fits situations like: tasks that involve REST APIs.

How do I install Hot Trend Collector in Claude Code?

Run `npx skills add jiushiwon/wg-skills --skill hot-trend-collector -a claude-code`. Or copy the skill folder (vibeCoding/backend/python/hot-trend-collector in jiushiwon/wg-skills) into .claude/skills/hot-trend-collector in your project. Claude Code loads it when a task matches its description.

How do I install Hot Trend Collector in Codex?

Run `npx skills add jiushiwon/wg-skills --skill hot-trend-collector -a codex`. Or copy the skill folder (vibeCoding/backend/python/hot-trend-collector in jiushiwon/wg-skills) into .agents/skills/hot-trend-collector in your project. Codex loads it when a task matches its description.

Can I use Hot Trend Collector 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 jiushiwon/wg-skills --skill hot-trend-collector -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hot-trend-collector, .gemini/skills/hot-trend-collector, .github/skills/hot-trend-collector and .opencode/skills/hot-trend-collector in your project.

What does Hot Trend Collector need to run?

Going by SKILL.md and its folder, Hot Trend Collector needs Python for the scripts in its folder and the command-line tools its instructions call (pip and python). Our summary lists: Python 3.

Does Hot Trend Collector access the network?

SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Hot Trend Collector 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 Hot Trend Collector use?

Hot Trend Collector is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Hot Trend Collector use?

About 494 tokens (SKILL.md is roughly 2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Hot Trend Collector?

Skills that share tags, products or a category with Hot Trend Collector: Zhihu Search (itwanger/toBeBetterJavaer, 18k stars), Fastcrud (benavlabs/fastcrud, 1.6k stars), Cloudflare Email Service (hodgef/apiker, 127 stars) and Build X402 Client (coinbase/cdp-sdk, 203 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Hot Trend Collector?

jiushiwon (a GitHub user) maintains it in jiushiwon/wg-skills, which has 114 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on October 7, 2026.

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

Install Hot Trend Collector

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Hot Trend Collector

使用场景

功能特性

支持的热点来源

核心功能

项目结构

使用方法

1. 安装依赖

2. 启动服务

3. API 接口

4. 定时任务

配置说明

扩展新的热点源

注意事项

Files

Compare with similar skills

Similar skills

More from jiushiwon/wg-skills

Related

Questions about Hot Trend Collector