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Hotspot Aggregator
by
onlyloveher
ยท GitHub โ
ยท v1.0.0
ยท MIT-0
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Install in OpenClaw
/install hotspot-aggregator-zhouli
Description
๐ฅ ็ญ็น่ๅ็ๆง - ไธ็ซๅผ่ๅๅพฎๅ/็พๅบฆ/็ฅไน/ๆ้ณ็ญๆๆฆ๏ผ่ชๅจ็ๆๆฏๆฅ็ญ็นๆฅๅ๏ผๆฏๆๅ
ณ้ฎ่ฏ่ฎข้
ๆจ้ใ้็จไบ่ชๅชไฝ่ฟ่ฅใๅ
ๅฎนๅไฝใๅธๅบๅๆ็ญๅบๆฏใ
README (SKILL.md)
๐ฅ ็ญ็น่ๅ็ๆง
ไธ็ซๅผ่ๅๅ จ็ฝ็ญๆ๏ผ่ฎฉ็ญ็น่งฆๆๅฏๅ
่ๅๅพฎๅใ็พๅบฆใ็ฅไนใๆ้ณๅๅคงๅนณๅฐ็ญๆๆฐๆฎ๏ผ่ชๅจ็ๆ็ญ็นๆฅๅ๏ผๆฏๆๅ ณ้ฎ่ฏ่ฎข้ ใ
โจ ๆ ธๅฟๅ่ฝ
| ๅ่ฝ | ๆ่ฟฐ |
|---|---|
| ๐ ๅคๅนณๅฐ่ๅ | ๅพฎๅ็ญๆใ็พๅบฆ็ญๆใ็ฅไน็ญๆฆใๆ้ณ็ญๆ |
| ๐ ๆฏๆฅๆฅๅ | ่ชๅจ็ๆ็ปๆๅ็ญ็นๅๆๆฅๅ |
| ๐ ๅ ณ้ฎ่ฏ่ฎข้ | ่ฎข้ ๆๅ ด่ถฃ็ๅ ณ้ฎ่ฏ๏ผๅน้ ๅณๆจ้ |
| ๐ ่ถๅฟๅๆ | ๅๆ็ญ็นๅๅธใๅๅ่ถๅฟ |
๐ ๅฟซ้ๅผๅง
ๅฎ่ฃ
clawhub install hotspot-aggregator
่ทๅ็ญ็นๆฐๆฎ
# ่ทๅๆๆๅนณๅฐ็ญๆ
cd skills/hotspot-aggregator
./scripts/fetch-hotspots.sh all
# ่ทๅๅไธชๅนณๅฐ
./scripts/fetch-hotspots.sh weibo # ๅพฎๅ
./scripts/fetch-hotspots.sh baidu # ็พๅบฆ
./scripts/fetch-hotspots.sh zhihu # ็ฅไน
./scripts/fetch-hotspots.sh douyin # ๆ้ณ
็ๆ็ญ็นๆฅๅ
# ็ๆไปๆฅๆฅๅ
./scripts/generate-report.sh
# ๆฅๅไฝ็ฝฎ: /root/clawd/memory/hotspots/YYYY-MM-DD.md
ๅ ณ้ฎ่ฏ่ฎข้
# ๆทปๅ ่ฎข้
./scripts/subscribe.sh add "AI"
./scripts/subscribe.sh add "็งๆ"
# ๆฅ็่ฎข้
ๅ่กจ
./scripts/subscribe.sh list
# ๅ ้ค่ฎข้
./scripts/subscribe.sh remove "AI"
# ๆฃๆตๅ
ณ้ฎ่ฏๅน้
./scripts/check-keywords.sh
๐ ่พๅบ็คบไพ
็ญ็นๆฅๅๆ ผๅผ
# ๐ฅ ไปๆฅ็ญ็นๆฅๅ - 2026-03-20
## ๐ฑ ๅพฎๅ็ญๆ TOP10
1. ไธคไผ็ญ็น่ฎฎ้ข ๐ฅ 123ไธ็ญๅบฆ
2. AIๆๆฏๆฐ็ช็ ดๅผๅ็ญ่ฎฎ ๐ฌ 98ไธ็ญๅบฆ
...
## ๐ ็พๅบฆ็ญๆ TOP10
1. ๆๆฐ็งๆๅจๆ ๐ฅ ๆ็ดข้: 89ไธ
2. ๅฝ้
ๆฐ้ปๅคดๆก ๐ฌ ๆ็ดข้: 78ไธ
...
## ๐ ็ญ็นๅๆ
- ๐ฌ ็งๆ็ฑป: 35%
- ๐ฌ ๅจฑไน็ฑป: 28%
- ๐ฐ ็คพไผ็ฑป: 22%
- ๐ผ ่ดข็ป็ฑป: 10%
- ๐จ ๅ
ถไป: 5%
## ๐ฏ ่ฎข้
ๅ
ณ้ฎ่ฏๅน้
ๆจ่ฎข้
็ๅ
ณ้ฎ่ฏ [AI] ๅน้
ๅฐ:
- AIๆๆฏๆฐ็ช็ ด (ๅพฎๅ #2)
- ๆๆฐ็งๆๅจๆ (็พๅบฆ #1)
โ๏ธ ้ ็ฝฎ
้
็ฝฎๆไปถ config.json๏ผ
{
"platforms": ["weibo", "baidu", "zhihu", "douyin"],
"reportTime": "08:00",
"keywords": ["AI", "็งๆ"],
"notifyChannel": ""
}
ๅฏ็จ็ๅฎAPI
้ป่ฎคไฝฟ็จๆผ็คบๆฐๆฎใ่ฆๅฏ็จ็ๅฎAPI๏ผ
# ่ฎพ็ฝฎ็ฏๅขๅ้
export USE_REAL_API=true
export PROXY="http://your-proxy:port" # ๅฏ้๏ผๅฆ้ไปฃ็
./scripts/fetch-hotspots.sh all
๐ ๅฎๆถไปปๅก
้ ๅ cron ๅฎ็ฐๆฏๆฅ่ชๅจๆจ้๏ผ
# ๆฏๅคฉๆฉไธ8็นๆจ้
0 8 * * * cd /root/clawd/skills/hotspot-aggregator && ./scripts/generate-report.sh
๐ ไฝฟ็จๅบๆฏ
| ๅบๆฏ | ็จๆณ |
|---|---|
| ่ชๅชไฝ่ฟ่ฅ | ๆฏๆฅ่ทๅ็ญ็น๏ผ้้ขๅ่ |
| ๅ ๅฎนๅไฝ | ่ฎข้ ้ขๅๅ ณ้ฎ่ฏ๏ผ่ทๅ็ตๆ |
| ๅธๅบๅๆ | ่ฟฝ่ธช่กไธ็ญ็น่ถๅฟ |
| ่ๆ ็ๆง | ่ฎข้ ๅ็ๅ ณ้ฎ่ฏ๏ผๅๆถๅ็ฐ่ๆ |
โ ๏ธ ๆณจๆไบ้กน
- API้ๅถ: ็ๅฎAPIๅฏ่ฝๆ่ฎฟ้ฎ้ข็้ๅถ
- ไปฃ็้ๆฑ: ้จๅๅนณๅฐ้่ฆไปฃ็่ฎฟ้ฎ
- ๆผ็คบๆจกๅผ: ้ป่ฎคไฝฟ็จๆจกๆๆฐๆฎๆผ็คบๅ่ฝ
- ๆดๆฐ้ข็: ๅปบ่ฎฎๆฏๅฐๆถๆๅค่ฏทๆฑไธๆฌก
๐ง ้ซ็บง็จๆณ
่ชๅฎไนๆฐๆฎๆบ
็ผ่พ scripts/fetch-hotspots.sh ๆทปๅ ๆฐๅนณๅฐ๏ผ
# ๆทปๅ ๆฐๅนณๅฐ
fetch_custom() {
local url="https://your-api-endpoint"
local output="$DATA_DIR/custom_${DATE}_${TIME}.json"
# ... ๅค็้ป่พ
}
ๆฅๅ่ชๅฎไน
็ผ่พ assets/report-template.md ่ชๅฎไนๆฅๅๆ ผๅผใ
๐ ๆฐๆฎๆบ
| ๅนณๅฐ | API | ่ฏดๆ |
|---|---|---|
| ๅพฎๅ | weibo.com/ajax/side/hotSearch | ้็ปๅฝ/ไปฃ็ |
| ็พๅบฆ | top.baidu.com/api/board | ๅ ฌๅผAPI |
| ็ฅไน | zhihu.com/api/v3/feed/topstory | ้ไปฃ็ |
| ๆ้ณ | api.oioweb.cn (่ๅ) | ็ฌฌไธๆนAPI |
่ฎฉ็ญ็น่งฆๆๅฏๅ ๐ฅ
Usage Guidance
This skill mostly does what it claims, but check a few things before installing: 1) Ensure curl and jq are available on the target environment (the scripts require them though the registry metadata omitted them). 2) Note the scripts write to /root/clawd/memory/hotspots โ confirm you are comfortable with that hard-coded path or update config.json/scripts to use a safer project-specific directory. 3) By default the skill runs in demo mode (safe); enabling USE_REAL_API=true will make outbound network calls to platform endpoints and a third-party aggregator (api.oioweb.cn). If you enable real mode, run it inside an isolated container or environment, and consider routing through a trusted proxy. 4) Review the third-party endpoint(s) (api.oioweb.cn) before enabling real API mode to ensure you trust that service. 5) Because the metadata omitted required binaries and optional env vars, prefer running the scripts manually once to validate behavior before granting the skill autonomous invocation.
Capability Analysis
Type: OpenClaw Skill
Name: hotspot-aggregator-zhouli
Version: 1.0.0
The hotspot-aggregator skill is a legitimate tool for monitoring trending topics across Chinese social media platforms (Weibo, Baidu, Zhihu, Douyin). The shell scripts (fetch-hotspots.sh, generate-report.sh, subscribe.sh) use standard utilities like curl and jq to manage data and configuration, with no evidence of data exfiltration, malicious execution, or prompt injection. The use of a third-party API (api.oioweb.cn) for Douyin data is a common practice for this type of aggregator and does not appear malicious.
Capability Assessment
Purpose & Capability
The name/description align with the included scripts: fetch hot lists from Weibo/Baidu/Zhihu/Douyin, generate reports, and manage keyword subscriptions. However, package.json and the scripts expect curl and jq while the registry metadata listed no required binaries; SKILL.md also references USE_REAL_API and PROXY environment variables that aren't declared in the registry metadata. This is an inconsistency in the declared requirements (missing required binaries and optional env vars).
Instruction Scope
Runtime instructions and scripts stay within the stated purpose: they fetch data (via curl), parse with jq, write JSON data and Markdown reports, and check subscriptions. The scripts do not attempt to read unrelated system files or exfiltrate data to unexpected endpoints. They do, however, perform network requests to listed platform endpoints and a third-party aggregator (api.oioweb.cn) when USE_REAL_API=true.
Install Mechanism
There is no install spec (instruction-only plus shipped scripts), so nothing is downloaded or executed during an install stepโrisk from installation is low. The skill relies on local runtime tools (curl, jq) being present.
Credentials
The skill does not request secrets or credentials. It optionally uses environment variables USE_REAL_API and PROXY to enable real network fetching and proxying; these are reasonable for the task but were not declared in the registry metadata. No credentials (tokens/passwords) are requested. This is proportionate but the omission from metadata is a minor coherence issue.
Persistence & Privilege
always is false and the skill does not request permanent elevated platform privileges. It writes its own data and reports to /root/clawd/memory/hotspots (a skill-local path, albeit hardcoded under /root), and does not modify other skills or global agent configuration.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install hotspot-aggregator-zhouli - After installation, invoke the skill by name or use
/hotspot-aggregator-zhouli - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of hotspot-aggregator.
- Aggregates trending topics from Weibo, Baidu, Zhihu, and Douyin.
- Automatically generates daily structured hotspot reports.
- Supports keyword-based subscription and notifications.
- Provides trend analysis on hotspots.
- Includes setup, report generation, and subscription management scripts.
- Suitable for media operations, content creation, market analysis, and public opinion monitoring.
Metadata
Frequently Asked Questions
What is Hotspot Aggregator?
๐ฅ ็ญ็น่ๅ็ๆง - ไธ็ซๅผ่ๅๅพฎๅ/็พๅบฆ/็ฅไน/ๆ้ณ็ญๆๆฆ๏ผ่ชๅจ็ๆๆฏๆฅ็ญ็นๆฅๅ๏ผๆฏๆๅ ณ้ฎ่ฏ่ฎข้ ๆจ้ใ้็จไบ่ชๅชไฝ่ฟ่ฅใๅ ๅฎนๅไฝใๅธๅบๅๆ็ญๅบๆฏใ It is an AI Agent Skill for Claude Code / OpenClaw, with 120 downloads so far.
How do I install Hotspot Aggregator?
Run "/install hotspot-aggregator-zhouli" in the OpenClaw or Claude Code chat to install it in one step โ no extra setup required.
Is Hotspot Aggregator free?
Yes, Hotspot Aggregator is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Hotspot Aggregator support?
Hotspot Aggregator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Hotspot Aggregator?
It is built and maintained by onlyloveher (@onlyloveher); the current version is v1.0.0.
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