hmzo

Macro Monitor

Data Analysisv1.0.2
By hmzoUpdated 2026-05-173 versions · latest released 2026-02-13macro-monitor@clawhub_hmzo/macro-monitor
Web ScrapingMetrics Monitoring#Cron#Trading

According to AlphaMoat, as of 2026-09, Macro Monitor has 4,929 downloads and 7 stars — ranked #1,878 of 5,078 AI skills overall, and #149 of 399 in Data Analysis.

Installs
268
Downloads
4.9K
Stars
7
Overall Rank
#1,878
Top 37% overall · Top 38% in Data Analysis
PlatformInstallsDownloadsStarsComments
ClawHub ↗1294.0K7-
SkillHub ↗2684.9K7—

Platforms count differently and update at different times.

What this skill does

Collects macro indicators, policy releases, and financial news from public sources, adds plain-language explanations, and prepares a categorized Chinese-language brief. It can run on a schedule or be triggered manually.

Profile published 2026-10-27

What you can do with it

  • Summarize macroeconomic data and policy updates
  • Explain economic indicators in beginner-friendly language

When to use it

  • When you need a recurring digest of macroeconomic releases and policy news
  • When you want plain-language context for indicators in a report

Example prompts

Generated from the skill’s documentation as examples; not results of actual runs.

Summarize recent macro data and policy updates, explaining each indicator in plain language
Gather notable financial news from public sources
Organize a Chinese-language macroeconomic brief by category

Monthly Trend

Downloads4.9K
2.1K3.6K5.1K2026-03 · Downloads 2.3K2026-05 · Downloads 3.3K2026-06 · Downloads 3.6K2026-07 · Downloads 3.8K2026-08 · Downloads 4.3K2026-09 · Downloads 4.9K26-0326-09
Stars7
4672026-03 · Stars 42026-05 · Stars 62026-06 · Stars 72026-07 · Stars 72026-08 · Stars 72026-09 · Stars 726-0326-09

The counting method changed in 2026-09: skills with the same name are now counted separately by author, and the full catalog is covered. Dashed lines show months before the change; they are not compared with later months, and no growth is computed across the change. Other skills share this name; figures from before the change are attributed to this one, which currently has the most downloads.

MonthDownloadsMoMStars
2026-094.9K—7
2026-084.3K+13.2%7
2026-073.8K+6.2%7
2026-063.6K+8.1%7
2026-053.3K—6
2026-032.3K—4

SKILL.md (original)

The author’s original file, shown as plain text without edits or review by AlphaMoat. Links are not clickable; check commands before running them. Fetched 2026-10-23.

5.2 KB · ClawHub v1.0.2
---
name: macro-monitor
description: 每日宏观数据监控和推送。自动浏览免费数据源(Trading Economics、FRED、国家统计局、央行官网、财联社等),整理整合过去24小时发布的宏观数据和政策信息,并推送给用户。通过 cron 每天晚上10点自动触发。
---

# 宏观数据监控技能

## 工作流程

当此技能被触发时(通常通过 cron 每天晚上10点),执行以下步骤:
Show all (169 lines)

### 1. 启动浏览器

使用 browser 工具启动浏览器控制:
```
browser action=start profile=openclaw
```

### 2. 读取科普知识库

**必须先读取** references/indicators.md 文件,获取常见指标的科普解释:
```
read path=/home/hmzo/.openclaw/workspace/skills/macro-monitor/references/indicators.md
```

### 3. 采集数据

按优先级访问以下数据源,收集过去24小时发布的宏观数据和政策信息:

**国际数据:**
- Trading Economics (https://tradingeconomics.com/calendar) - 查看经济日历
- FRED (https://fred.stlouisfed.org/releases) - 美联储经济数据发布

**国内数据:**
- 国家统计局 (http://www.stats.gov.cn/) - 查看最新数据发布
- 央行官网 (http://www.pbc.gov.cn/) - 货币政策、利率、流动性数据
- 证监会官网 (http://www.csrc.gov.cn/) - 监管政策

**新闻资讯:**
- 财联社 (https://www.cls.cn/) - 实时金融新闻
- 华尔街见闻 (https://wallstreetcn.com/) - 市场资讯

### 4. 整理整合

将采集到的数据按以下结构整理:

```
【过去24小时宏观数据】📊

🌍 国际数据
- [数据名称] [发布值] [预期值] [前值] [影响说明]
  💡 [小白向科普解释说明 - 每个指标都必须添加]

🇨🇳 国内数据
- [数据名称] [发布值] [预期值] [前值] [影响说明]
  💡 [小白向科普解释说明 - 每个指标都必须添加]

📜 政策动态
- [政策标题] - [简要说明]

📰 重要资讯
- [新闻标题] - [简要说明]
```

**科普解释规则(强制执行):**

1. **每个指标都必须添加科普解释**,没有例外

2. **科普解释来源优先级:**
   - 优先:从 references/indicators.md 中查找现成解释
   - 其次:如果找不到,执行"未知指标处理"流程

3. **科普解释格式要求:**
   ```
   💡 [指标名]:[一句话定义]
      - 为什么重要:[简短说明]
      - 怎么看:[正常范围/关键阈值]
   ```

4. **对于重要数据变化,添加额外解读:**
   - 超预期:为什么超预期?对市场有什么影响?
   - 低于预期:反映了什么问题?政策可能如何应对?

### 未知指标处理流程

当遇到 references/indicators.md 中没有的指标时:

1. **多源搜索验证**
   使用 browser 工具搜索该指标,访问多个来源:
   - 搜索1:"[指标名] 是什么 意思"
   - 搜索2:"[指标名] 经济指标 解释"
   - 搜索3:"[指标名] investing.com" 或 "[指标名] trading economics"

2. **交叉验证**
   - 对比多个来源的解释,确保准确性
   - 优先选择权威来源(央行官网、统计局、知名财经媒体)
   - 避免单一来源的片面解释

3. **整理科普内容**
   将搜索结果整理成通俗易懂的格式:
   ```
   💡 [指标名]:[一句话定义]
      - 为什么重要:[简短说明]
      - 怎么看:[正常范围/关键阈值]
   ```

4. **可选:更新知识库**
   如果该指标是常见指标,考虑将解释添加到 references/indicators.md 中,避免重复搜索

### 5. 推送消息

使用 message 工具将整理好的报告推送给用户:
```
```

## 数据源快速访问

### Trading Economics 经济日历
- URL: https://tradingeconomics.com/calendar
- 关注:高重要性事件(红色标记)
- 字段:时间、国家、事件、实际值、预期值、前值

### 国家统计局
- URL: http://www.stats.gov.cn/
- 关注:最新数据发布栏目
- 重点指标:GDP、CPI、PPI、PMI、工业增加值、社会消费品零售

### 央行官网
- URL: http://www.pbc.gov.cn/
- 关注:新闻发布、政策解读
- 重点:LPR利率、MLF操作、公开市场操作、货币政策报告

## 注意事项

1. **时间过滤**:采集过去24小时(GMT+8)发布的数据和新闻
2. **科普解释强制**:每个指标都必须添加科普解释,没有例外
3. **重要性排序**:高重要性数据优先展示
4. **简洁明了**:每个条目不超过2行,重点突出数值变化
5. **数据验证**:对比实际值与预期值,标注超预期/不及预期
6. **异常处理**:如果某个数据源无法访问,跳过并记录,不影响其他数据源

## Cron 配置

此技能通过以下 cron job 调度:

```json
{
  "name": "macro-monitor-daily",
  "schedule": {
    "kind": "cron",
    "expr": "0 22 * * *",
    "tz": "Asia/Singapore"
  },
  "payload": {
    "kind": "agentTurn",
    "message": "执行宏观数据监控,浏览免费数据源,整理过去24小时发布的宏观数据和政策信息并推送"
  },
  "sessionTarget": "isolated",
  "enabled": true
}
```

## 手动触发

如需手动触发数据采集,发送消息:
```
执行宏观数据监控,浏览免费数据源,整理过去24小时发布的宏观数据和政策信息并推送
```

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Data month: 2026-09 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.