groundapi-anomaly-tracker

groundapi-anomaly-tracker is a skill for Claude Code, Codex from qingkongzhiqian/groundapi. It costs 37 tokens per session (942 once invoked), scanned A, original, MIT.

A Chinese-language assistant for tracking unusual activity in A-share stocks, the shares listed on mainland Chinese exchanges.

In plain words
What is it for?
It helps find stocks with repeated limit-up rises, unusually large gains or volume, failed limit-ups, technical signals, and shared market concepts.
Why use it?
It gathers market signals and stock details in one workflow, so you do not have to manually compare price moves, trading volume, limit-ups, and related concepts.

Skill for Claude CodeCodex

Which agent this was written for is unclear — built for openclaw. Also seen: built for openclaw.

Good fit It helps find stocks with repeated limit-up rises, unusually large gains or volume, failed limit-ups, technical signals, and shared market concepts.

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Install with agentmods
npx agentmods add skills/qingkongzhiqian/groundapi/groundapi-anomaly-tracker
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add qingkongzhiqian/groundapi --skill groundapi-anomaly-tracker
Clone the repo
git clone --depth 1 https://github.com/qingkongzhiqian/groundapi

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for groundapi-anomaly-tracker

README.md
[![agentmods](https://agentmods.dev/badge/skills/qingkongzhiqian/groundapi/groundapi-anomaly-tracker/github.svg)](https://agentmods.dev/skills/qingkongzhiqian/groundapi/groundapi-anomaly-tracker)
Your own site
<a href="https://agentmods.dev/skills/qingkongzhiqian/groundapi/groundapi-anomaly-tracker"><img src="https://agentmods.dev/badge/skills/qingkongzhiqian/groundapi/groundapi-anomaly-tracker/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for groundapi-anomaly-tracker

Your own site · 80×15
<a href="https://agentmods.dev/skills/qingkongzhiqian/groundapi/groundapi-anomaly-tracker"><img src="https://agentmods.dev/badge/skills/qingkongzhiqian/groundapi/groundapi-anomaly-tracker.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 37 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 942 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00037 $0.00942
Opus 5 $0.00018 $0.00471
Sonnet 5 $0.00007 $0.00188
Haiku 4.5 $0.00004 $0.00094

Measured 8d ago against content hash eaeb93bd846f, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

groundapi-anomaly-tracker scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/groundapi-anomaly-tracker/SKILL.md · 112 lines

What it actually says

A 股异动追踪助手

当用户询问市场异动、放量股、连板股、资金异动,或类似以下表达时自动触发:

  • "今天有什么异动"、"什么股票放量了"
  • "连板股有哪些"、"涨停的是什么概念"
  • "今天主力买了什么"

前置条件

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

执行流程

Step 1 — 获取异动信号

finance_market(scope="signals") 获取:

  • 连续涨停股(2板以上)
  • 当日涨幅超 15% 的股票

Step 2 — 获取涨停/炸板详情

finance_market(scope="hot", limit=30) 获取:

  • 涨停池(含连板数、封板时间、封板资金、行业)
  • 炸板池(曾涨停后打开)
  • 连板梯队分层统计

Step 3 — 对异动股深度挖掘

对用户感兴趣的或最显眼的异动股,获取技术和行情数据: finance_stock(symbol="XXXXXX", aspects="technical,quote,kline")

关键看:

  • technical.signals — 技术信号列表(金叉/死叉/超买超卖等)
  • technical.macd / technical.ma / technical.kdj — 技术指标
  • quote.volume_ratio — 量比
  • quote.change_pct / quote.turnover_rate — 涨跌幅与换手率

Step 4 — 概念关联分析

对异动股查看所属概念: finance_stock(symbol="XXXXXX", aspects="profile")

profile.conceptsprofile.concept_tags 字段,找出共同概念。

如果多只异动股属于同一概念,说明该概念正在发酵,可以查成分股: finance_market(scope="sectors", sector="概念名")

Step 5 — 输出异动报告

## 市场异动追踪 — {YYYY-MM-DD}

### 异动概览
- 连续涨停:XX 只(最高 X 板)
- 涨幅超15%:XX 只
- 炸板:XX 只

### 连板梯队
| 板数 | 数量 | 股票 | 行业 |
|------|------|------|------|
| 5板 | 1 | XXX | AI |
| 3板 | 3 | XXX, XXX, XXX | 混合 |
| 2板 | 8 | ... | ... |

### 热点概念追踪
今日异动股主要集中在以下概念:
1. **AI 概念**(涨停 X 只):XXX, XXX
2. **半导体**(涨停 X 只):XXX

### 重点异动股分析

**XXX(代码)— 连续X板**
- 今日涨幅:+XX%
- 量比:X.X(放量/缩量)
- 封板资金:XX亿
- 换手率:X.X%
- 技术信号:(列出 signals)
- 所属概念:XXX, XXX

以上数据基于公开信息,不构成投资建议。

注意事项

  • 异动信号基于纯数学定义(涨幅/量比阈值),不含主观判断
  • 概念关联分析是事实描述("该股属于AI概念"),不是归因推测
  • 某步数据获取失败时跳过并说明
  • 输出语言跟随用户
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 112 lines · 37 tokens per session scan A eaeb93bd846f

Subscribe to this mod's changes

groundapi-anomaly-tracker is a skill published in the GitHub repository qingkongzhiqian/groundapi (0 stars, last pushed 1mo ago), licensed MIT. It adds 37 tokens to every session and 942 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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