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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
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
Things to check before installing or running:
- Ensure curl and jq are available: the scripts call curl and jq although the skill metadata did not list required binaries. Without them the scripts will fail.
- Understand the network behavior: by default the skill uses demo data, but setting USE_REAL_API=true (and optionally PROXY) makes the scripts perform HTTP requests to external endpoints (weibo, baidu, zhihu, and a thirdโparty aggregator api.oioweb.cn). Only enable live mode if you trust those endpoints and your environment's network/credentials policy.
- Review absolute paths: the scripts read/write under /root/clawd/memory/hotspots. Confirm that path is acceptable in your environment and does not overlap with sensitive data or other skills.
- Thirdโparty API trust: api.oioweb.cn is a thirdโparty aggregator (not an official Douyin endpoint). Evaluate whether you trust that service before enabling real API mode.
- Config and notifyChannel: the config.json contains notifyChannel but the scripts do not implement any notification delivery โ if you expect push notifications, verify or implement the mechanism safely.
- Minimal privileges: run the skill in a sandbox or non-privileged account first to confirm behavior. If you need a higher assurance, inspect network traffic (or run with USE_REAL_API=false) and review the scripts line-by-line โ the code is simple shell, so manual review is feasible.
Summary: functionally coherent but metadata omissions and network/absolute-path choices are the main concerns; review and test in a limited environment before trusting it in production.
Capability Analysis
Type: OpenClaw Skill
Name: hotspot-aggregator
Version: 1.0.0
The hotspot-aggregator skill is a legitimate tool designed to collect and report on social media trends from platforms like Weibo, Baidu, Zhihu, and Douyin. The included Bash scripts (fetch-hotspots.sh, generate-report.sh, subscribe.sh) use standard utilities like curl and jq to interact with public APIs and manage local configuration files safely. There is no evidence of data exfiltration, malicious command execution, or prompt injection; the code's behavior is entirely consistent with its stated purpose of providing a monitoring dashboard for content creators.
Capability Assessment
Purpose & Capability
The scripts implement the described functionality (fetching hot lists, generating daily reports, keyword subscriptions). However package.json lists required runtime binaries (curl, jq) while the registry metadata reported 'none' โ a mismatch. The code also references a thirdโparty API (api.oioweb.cn) which is reasonable for a data aggregator but should be considered a non-first-party data source.
Instruction Scope
SKILL.md and the scripts stay within the aggregator/reporting scope: they fetch platform hotlists, write JSON and markdown reports, and search local data for keywords. The scripts reference USE_REAL_API and PROXY environment variables (to enable live network fetches) and will call external endpoints when enabled. Default behavior uses demo data; network calls occur only if USE_REAL_API=true or when fetch is explicitly invoked.
Install Mechanism
There is no install spec and all code is delivered with the skill (shell scripts + JSON). No remote installer or downloaded archives are used, which lowers installation risk.
Credentials
The skill uses environment variables (USE_REAL_API, PROXY) but the registry metadata declared no required env vars. The scripts also depend on system binaries (curl, jq) although the metadata showed none โ this inconsistency could mislead users about what is required. No secret credentials are requested, which is appropriate for the stated purpose.
Persistence & Privilege
The skill does not request always:true and does not modify other skills or global settings. It writes data and reports under the absolute path /root/clawd/memory/hotspots (skill-specific), which is normal for local data storage but worth noting if the platform's shared paths are sensitive.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install hotspot-aggregator - After installation, invoke the skill by name or use
/hotspot-aggregator - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
hotspot-aggregator 1.0.0 โ Initial Release
- Aggregates trending topics from Weibo, Baidu, Zhihu, and Douyin.
- Automatically generates daily hotspot analysis reports.
- Supports keyword subscription and matching for personalized monitoring.
- Provides trend analysis and structured exports for content creators, marketers, and analysts.
- Includes detailed setup, usage, and scheduling instructions.
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 185 downloads so far.
How do I install Hotspot Aggregator?
Run "/install hotspot-aggregator" 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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