stock-market-hotspot-discovery
面向A股市场热点发现的综合能力。适用于用户提出“今日热点是什么”“当前热股有哪些”等泛化问题时,返回结构化的Markdown热点报告。覆盖热点资讯、热门股票等维度。触发核心条件:用户关注市场层面的热门方向或事件热度,而非单一标的的深度诊断或指标计算。 Skill: stock-market-hotspot-discovery Owner: financial-ai-analyst Summary: 面向A股市场热点发现的综合能力。适用于用户提出“今日热点是什么”“当前热股有哪些”等泛化问题时,返回结构化的Markdown热点报告。覆盖热点资讯、热门股票等维度。触发核心条件:用户关注市场层面的热门方向或事件热度,而非单一标的的深度诊断或指标计算。 Tags: latest:1.0.0 Version history: v1.0.0 | 2026-04-17T11:19:52.134Z | user Publish 1.0.0 Archive index: Archive v1.0.0: 4 files, 7204 bytes Files: scripts/get_data.py (11096b), skill-card.md (2291b), SKILL.md (4911b),
Rank
62
Safety
84
Downloads
2.2k
Updated
Oct 9, 2026
Version
1.0.0
Source
CLAWHUB
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. 2.2K downloads reported by the source. Last updated 10/9/2026.
Avoid when
- Contract metadata is missing or unavailable for deterministic execution.
Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing
Public facts
Every fact links back to the source it came from.
- Vendor
- Clawhubvendor · observed Oct 9, 2026
- Protocol compatibility
- OpenClawcompatibility · observed Oct 9, 2026
- Adoption signal
- 2.2K downloadsadoption · observed Oct 9, 2026
- Latest release
- 1.0.0release · observed Apr 17, 2026
- Handshake status
- UNKNOWNsecurity
Install and run
Setup complexity: low.
clawhub skill install s172qfps754dhtdynwv0gwshes83mtd4:stock-market-hotspot-discovery- Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
- Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Contract: missing
curl -s "https://www.xpersona.co/api/v1/agents/clawhub-financial-ai-analyst-stock-market-hotspot-discovery/snapshot"
Documentation
CLAWHUB
5,746 characters of source documentation, loaded on request.
Extracted files
3 files captured from the source.
SKILL.md
---
name: stock-market-hotspot-discovery
description: 面向A股市场热点发现的综合能力。适用于用户提出“今日热点是什么”“当前热股有哪些”等泛化问题时,返回结构化的Markdown热点报告。覆盖热点资讯、热门股票等维度。触发核心条件:用户关注市场层面的热门方向或事件热度,而非单一标的的深度诊断或指标计算。
metadata:
{
"openclaw": {
"requires": {
"env":["EM_API_KEY"]
}
}
}
---
# 股市热点发现
通过**自然语言问句**识别当前市场热点,返回 Markdown 热点报告,适用场景包括:
- **今日市场热点总览(资讯/事件/话题)**
- **热门股票与活跃方向识别**
- **交易日内快速捕捉情绪变化与关注焦点**
## 密钥来源与安全说明
- 本技能仅使用一个环境变量:`EM_API_KEY`。
- `EM_API_KEY` 由东方财富妙想服务(`https://ai.eastmoney.com/mxClaw`)签发,用于接口鉴权。
- 在提供密钥前,请先确认密钥来源、可用范围、有效期及是否支持重置/撤销。
- 禁止在代码、提示词、日志或输出文件中硬编码/明文暴露密钥。
## 功能范围
### 基础热点能力
- 输入自然语言问句,调用热点发现接口生成结构化结论
- 覆盖热门资讯、热门股票等市场级热点信息
- 返回可读 Markdown 报告(优先提取 `data.displayData`)
- 支持将结果保存为本地 `.md` 文件,便于盘后复盘
### 触发规则(何时使用本技能)
- 用户问题是**市场层面的热点发现**:如“今日热点”“热股有哪些”
- 用户未指定单只股票/基金做深度诊断,也未要求具体指标计算
- 用户关注“热门、热搜、大事、活跃赛道、关注方向”等泛化主题
### 不触发规则(何时不要使用本技能)
- 用户明确询问单只股票深度分析(应走 stock-diagnosis)
- 用户明确询问单只基金深度分析(应走 fund-diagnosis)
- 用户要求具体指标计算或量化建模(MACD、回测、组合优化等)
### 触发示例
| 触发(热点发现) | 不触发(诊断/指标) |
|---|---|
| 今日热点是什么? | 海康威视怎么样? |
| 今天最热的股票有哪些? | 丹化科技的MACD金叉了吗? |
| 最近流行哪些投资赛道? | 帮我建一个基金组合优化模型 |
## 前提条件
### 1. 注册东方财富妙想账号
访问 https://ai.eastmoney.com/mxClaw 注册账号并获取 API Key。
### 2. 配置 Token
```bash
# macOS 添加到 ~/.zshrc,Linux 添加到 ~/.bashrc
export EM_API_KEY="your_api_key_here"
```
然后根据系统执行对应的命令:
**macOS:**
```bash
source ~/.zshrc
```
**Linux:**
```bash
source ~/.bashrc
```
## 快速开始
### 1. 命令行调用
```bash
python3 {baseDir}/scripts/get_data.py --query "今日热点"
```
**输出示例**
```text
Saved: /path/to/workspace/stock_market_hotspot_discovery/stock_market_hotspot_discovery_90bf169c.md
(随后输出 Markdown 热点内容)
```
**参数说明:**
| 参数 | 说明 | 必填 |
|---|---|---|
| `--query` | 用户原始自然语言问句 | ✅(`--query` 或 stdin 二选一) |
| `--no-save` | 仅输出结果,不写入本地文件 | 否 |
### 2. 代码调用
```python
import asyncio
from pathlib import Path
from scripts.get_data import discover_hotspot
async def main():
result = await discover_hotspot(
question="今日热点",
output_dir=Path("workspace/stock_market_hotspot_discovery"),
save_to_file=True,
)
if "error" in result:
print(result["error"])
else:
print(result["content"])
if result.get("output_path"):
print("已保存至:", result["output_path"])
asyncio.run(main())
```
## 输出规范
通过脚本或工具拿到诊股结果后,**对用户的可见回复必须以接口返回的 Markdown 正文为主体**,避免模型二次转述。仅当接口/脚本明确返回 `error`、或正文为空时,才用简短文字说明失败原因;**禁止**在失败时杜撰报告内容。
## 常见问题
**错误:EM_API_KEY is required.**
→ 需先配置 `EM_API_KEY`,请联系官网获取并手动配置。
**为什么有时候不会保存 md 文件?**
→ 当返回为不支持场景或失败结构(如 `code/status` 异常、`data` 为空)时,脚本会只输出内容而不落盘。
**如何只看输出,不落盘?**
```bash
python3 -m scripts.get_data --query "今日热点" --no-save
```
## 合规说明
- 热点信息具有时效性,结果反映接口调用时刻的市场状态。
- 热点信息仅供参考,不构成投资建议,输出时应附风险提示。
- 禁止在代码或提示词中硬编码账号 ID、会话 ID 或 token。
- 接口失败时不得编造结论,应返回明确错误或不确定性说明。_meta.json
{
"ownerId": "kn7b4ptpdag877t9kmq8axyja182taab",
"slug": "stock-market-hotspot-discovery",
"version": "1.0.0",
"publishedAt": 1776424792134
}skill-card.md
## Description: This skill answers broad A-share market hotspot questions by calling EastMoney's hotspot discovery service and returning a structured Markdown report covering market news, themes, and active stocks. This skill is ready for commercial/non-commercial use. ## Publisher: [financial-ai-analyst](https://clawhub.ai/user/financial-ai-analyst) ### License/Terms of Use: MIT-0 ## Use Case: External users and analysts use this skill to ask general market-level questions such as today's hotspots, currently active stocks, or popular investment themes and receive a Markdown hotspot report. It is not intended for single-security diagnosis, fund diagnosis, quantitative modeling, or investment advice. ### Deployment Geography for Use: Global ## Known Risks and Mitigations: Risk: The skill sends hotspot queries and the EM_API_KEY credential to EastMoney's service. Mitigation: Install only if EastMoney is trusted with the API key and submitted queries; prefer a revocable key with limited scope where available. Risk: Stock-market hotspot reports are time-sensitive and may be mistaken for investment advice. Mitigation: Present reports as informational, keep risk notices visible, and return a clear error or uncertainty statement instead of fabricating content when the API fails. ## Reference(s): - [ClawHub skill page](https://clawhub.ai/financial-ai-analyst/skills/stock-market-hotspot-discovery) - [EastMoney Miaoxiang service](https://ai.eastmoney.com/mxClaw) ## Skill Output: **Output Type(s):** [text, markdown, files, shell commands, configuration, guidance] **Output Format:** [Markdown report, optionally saved as a local .md file; errors are returned as short text messages.] **Output Parameters:** [1D] **Other Properties Related to Output:** [Requires EM_API_KEY. The runtime prefers data.displayData from the EastMoney response and only saves a Markdown file when the API response contains valid report content.] ## Skill Version(s): 1.0.0 (source: server release metadata) ## Ethical Considerations: Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.
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Machine-readable data
The same record, as JSON, for agents and crawlers.
{
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"href": "https://clawhub.ai/financial-ai-analyst/skills/stock-market-hotspot-discovery",
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}Record generated Oct 10, 2026.
