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qingkongzhiqian

Groundapi A Share Analyst

by qingkongzhiqian · GitHub ↗ · v1.1.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install groundapi-a-share-analyst
Description
Analyze A-share stocks with 13 data dimensions, macro context (gold/forex), trending sentiment, and calendar awareness — realtime quotes, financials, technic...
README (SKILL.md)

A 股个股分析助手

当用户询问某只 A 股股票、指数、ETF,或类似以下表达时自动触发:

  • "帮我看看茅台"、"分析一下比亚迪"、"600519 怎么样"
  • "平安银行财务怎么样"、"主力在买还是卖"
  • "000001 技术面怎么样"、"十大股东是谁"
  • "上证指数走势"、"沪深300ETF 现在多少"
  • "对比工商银行和建设银行"

前置条件

本 Skill 依赖 GroundAPI MCP Server。确保已配置:

{
  "mcpServers": {
    "groundapi": {
      "url": "https://mcp.groundapi.net/mcp",
      "headers": {
        "X-API-Key": "sk_gapi_xxxxx"
      }
    }
  }
}

个股分析流程

Step 1 — 定位股票

如果用户给的是名称,先搜索: finance_stock(keyword="茅台") 确认代码。多只匹配时列出让用户确认。

Step 2 — 获取数据

根据用户关注点选择 aspects 组合。一次调用可传多个 aspects,尽量合并减少调用次数

快速概览(用户只是随口问"XXX怎么样"): finance_stock(symbol="600519", aspects="overview")

深度分析(用户要求完整分析): finance_stock(symbol="600519", aspects="quote,profile,technical,financial,flow,holders")

技术面专项finance_stock(symbol="600519", aspects="technical,kline", days=60)

基本面专项finance_stock(symbol="600519", aspects="financial,holders,events")

资金面专项finance_stock(symbol="600519", aspects="flow,tick")

对比分析(多股逗号分隔): finance_stock(symbol="601398,601939,600036", aspects="quote")

指数/ETFfinance_stock(symbol="000001.SH", aspects="kline,technical") — 上证指数 finance_stock(symbol="510300", aspects="quote") — 沪深300ETF

同时获取辅助信息(并行调用):

  • info_search(query="600519 贵州茅台 最新消息", count=5, recency="oneWeek") → 近期新闻
  • info_trending() → 查看该股是否上了全网热搜(舆情参考)
  • life_calendar() → 确认是否交易日,如非交易日需说明数据时效

深度分析时补充宏观环境

  • finance_exchange_rate(from_currency="USD", to_currency="CNY") → 汇率(外贸/外资敏感行业参考)
  • finance_gold_price() → 金价(贵金属/避险板块参考)

Step 3 — 可用的 13 个 aspects

aspect 用途 典型问题
overview 快速概览(报价+简介+财务摘要) "XXX 怎么样"
profile 公司全档案/概念/所属指数/股本 "XXX 是做什么的"
quote 实时价格/PE/PB/五档盘口/涨跌停距离 "现在多少钱"
kline K线(支持 5/15/30/60分钟/日/周/月) "走势图"
technical MACD/MA/BOLL/KDJ/量比/涨速 + 信号检测 "技术面怎么样"
financial 三大报表+季度利润+现金流+分红+业绩预告 "财报怎么样"
flow 资金流向(特大/大/中/小单)+ 逐笔统计 "主力在买吗"
holders 十大股东/流通股东/股东数变化/基金持仓 "十大股东是谁"
management 高管/董事/监事名单 "管理层有谁"
events 分红/增发/解禁/业绩预告日历 "什么时候分红"
tick 当天逐笔交易(买卖方向统计) "今天买盘多还是卖盘多"
summary 多维度事实聚合(不含主观结论) "给我一个全面的数据汇总"
peers 同行业对比表(PE/PB/市值排名) "在银行股里排第几"

Step 4 — 结构化分析

将数据整合为报告,格式参考:

## {股票名称}({代码})分析报告

### 基本信息
| 指标 | 数值 |
|------|------|
| 最新价 | ¥XX.XX |
| 今日涨跌 | +X.XX% |
| 市值 | XXXX 亿 |
| 所属行业 | XXX |
| 距涨停 | +X.X% |
| 距跌停 | -X.X% |

### 估值水平
| 指标 | 当前 | 行业均值 |
|------|------|----------|
| PE | XX.X | XX.X |
| PB | X.XX | X.XX |

### 技术面信号
(直接引用 technical.signals 返回的事实列表)
- MACD: DIF上穿DEA
- MA: 均线多头排列(MA5>MA10>MA20>MA60)
- KDJ: K值XX进入超买区(>80)

### 资金动向
- 近5日主力累计净流入/出:XX亿
- 连续X日净流入/流出
- 今日买盘XX笔 / 卖盘XX笔

### 股东变化
- 股东户数:XX万户(较上期变化XX)
- 连续X期减少(筹码集中)

### 近期事件
- 分红:XXXX-XX-XX 每10股派X元
- 解禁:XXXX-XX-XX 解禁XX万股

### 宏观环境(深度分析时展示)
- 美元兑人民币:X.XXXX(对外贸/外资敏感行业的影响判断)
- 黄金价格:¥XXX/克(市场避险情绪参考)

### 舆情热度
- 是否出现在全网热搜:是/否
- 近期新闻摘要:(列出 2-3 条关键新闻)

### 综合评价
(基于以上客观数据进行分析判断)

以上分析基于公开数据,仅供参考,不构成投资建议。

同行对比流程

用户问"XXX在行业里排第几"或要求对比时:

  1. finance_stock(symbol="000001", aspects="peers") → 同行业PE/PB/市值排名
  2. 输出对比表

注意事项

  • 支持 A 股(沪深+北交所+科创板)、指数、ETF
  • PE 为负时标注"亏损",不强行比较
  • 始终附加免责声明
  • 某步数据获取失败时用已有数据完成分析,标注缺失部分
  • 输出语言跟随用户
Usage Guidance
This skill appears coherent and only needs your GroundAPI key. Before installing: (1) confirm you trust https://groundapi.net and understand billing/usage tied to your API key; (2) ensure your platform will map GROUNDAPI_KEY into the MCP X-API-Key header as SKILL.md implies; (3) consider granting a key with minimal scope and the ability to rotate/revoke it; (4) be aware the skill will make external network calls (market data, news/trending) so do not provide sensitive personal data in queries. If any of these are unacceptable, do not install or create a scoped/test key first.
Capability Analysis
Type: OpenClaw Skill Name: groundapi-a-share-analyst Version: 1.1.0 The skill bundle provides structured instructions for an AI agent to perform financial analysis of Chinese A-share stocks using the GroundAPI MCP service. It defines clear workflows for searching stocks, retrieving multi-dimensional data (financials, technicals, capital flow), and generating reports. No malicious code, data exfiltration, or harmful prompt injection attempts were identified in SKILL.md or _meta.json.
Capability Tags
requires-sensitive-credentials
Capability Assessment
Purpose & Capability
Name/description match the actions in SKILL.md: calls to finance_stock, exchange rate, gold price, news/trending and calendar endpoints are appropriate for a market-analysis skill. Required env var (GROUNDAPI_KEY) is directly related to the provider.
Instruction Scope
Instructions stay within the stated purpose (retrieve market data, news, trending, and calendar). One minor inconsistency: SKILL.md shows a required mcpServers configuration (url and X-API-Key header) but the declared requirements only list GROUNDAPI_KEY and no config path — the platform must map the declared env var into the MCP header/endpoint for runtime. No instructions ask the agent to read unrelated local files or transmit data to unexpected endpoints beyond the GroundAPI MCP and searching/trending endpoints.
Install Mechanism
Instruction-only skill with no install spec or code files; lowest-impact delivery model (nothing is written to disk by an installer).
Credentials
Only one credential is required (GROUNDAPI_KEY) and it is the primary credential for the GroundAPI service; this is proportionate to the skill's function. No unrelated secrets or config paths are requested.
Persistence & Privilege
Skill does not request always:true or other elevated persistence. It is user-invocable and allows autonomous invocation (platform default) but does not demand system-wide configuration changes or access to other skills' credentials.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install groundapi-a-share-analyst
  3. After installation, invoke the skill by name or use /groundapi-a-share-analyst
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.1.0
v1.1.0: Add gold/forex macro context, trending sentiment check, calendar awareness, update MCP endpoint
v1.0.0
- Initial release of groundapi_a_share_analyst skill. - Provides real-time A-share stock analysis with fundamentals, technicals, and recent news. - Supports both individual stock and industry/sector analysis workflows. - Requires GroundAPI MCP connection and environment key configuration. - Structured and user-friendly report outputs in both single stock and sector cases. - Includes built-in safeguards for unsupported markets, missing data, and always adds a disclaimer.
Metadata
Slug groundapi-a-share-analyst
Version 1.1.0
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 2
Frequently Asked Questions

What is Groundapi A Share Analyst?

Analyze A-share stocks with 13 data dimensions, macro context (gold/forex), trending sentiment, and calendar awareness — realtime quotes, financials, technic... It is an AI Agent Skill for Claude Code / OpenClaw, with 332 downloads so far.

How do I install Groundapi A Share Analyst?

Run "/install groundapi-a-share-analyst" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Groundapi A Share Analyst free?

Yes, Groundapi A Share Analyst is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Groundapi A Share Analyst support?

Groundapi A Share Analyst is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Groundapi A Share Analyst?

It is built and maintained by qingkongzhiqian (@qingkongzhiqian); the current version is v1.1.0.

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