Agent skill

Eastmoney Market Data

Index of Eastmoney's free, no-token market data interfaces for China A-shares and Hong Kong stocks: fund flows, dragon-tiger lists, margin trading, reports and news.

MITAuto-check passedBusiness, Finance & HR

SKILL.md written in Chinese; this summary is our English description.

Install Eastmoney Market Data

skills CLI

$ npx skills add HKUDS/Vibe-Trading --skill eastmoney -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install HKUDS/Vibe-Trading eastmoney --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/HKUDS/Vibe-Trading.git skills-src && mkdir -p .claude/skills && cp -r skills-src/agent/src/skills/eastmoney .claude/skills/eastmoney && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "eastmoney" agent skill from https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/eastmoney into .claude/skills/eastmoney/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "eastmoney", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/eastmoney

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add HKUDS/Vibe-Trading --skill eastmoney -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install HKUDS/Vibe-Trading eastmoney --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/HKUDS/Vibe-Trading.git skills-src && mkdir -p .agents/skills && cp -r skills-src/agent/src/skills/eastmoney .agents/skills/eastmoney && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "eastmoney" agent skill from https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/eastmoney into .agents/skills/eastmoney/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "eastmoney", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add HKUDS/Vibe-Trading --skill eastmoney -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install HKUDS/Vibe-Trading eastmoney --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/HKUDS/Vibe-Trading.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/agent/src/skills/eastmoney .cursor/skills/eastmoney && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "eastmoney" agent skill from https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/eastmoney into .cursor/skills/eastmoney/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "eastmoney", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/HKUDS/Vibe-Trading.git --path agent/src/skills/eastmoney

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add HKUDS/Vibe-Trading --skill eastmoney -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install HKUDS/Vibe-Trading eastmoney --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/HKUDS/Vibe-Trading.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/agent/src/skills/eastmoney .gemini/skills/eastmoney && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "eastmoney" agent skill from https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/eastmoney into .gemini/skills/eastmoney/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "eastmoney", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install HKUDS/Vibe-Trading eastmoney

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add HKUDS/Vibe-Trading --skill eastmoney -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/HKUDS/Vibe-Trading.git skills-src && mkdir -p .github/skills && cp -r skills-src/agent/src/skills/eastmoney .github/skills/eastmoney && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "eastmoney" agent skill from https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/eastmoney into .github/skills/eastmoney/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "eastmoney", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add HKUDS/Vibe-Trading --skill eastmoney -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install HKUDS/Vibe-Trading eastmoney --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/HKUDS/Vibe-Trading.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/agent/src/skills/eastmoney .opencode/skills/eastmoney && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "eastmoney" agent skill from https://github.com/HKUDS/Vibe-Trading/tree/main/agent/src/skills/eastmoney into .opencode/skills/eastmoney/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "eastmoney", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: eastmoney
GitHub stars: 35k
Token cost: ~1k tokens
SKILL.md length: 217 words
Files: 18 (incl. scripts, references)
Skills in repo: 89
Repo updated: Oct 10, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Index of Eastmoney's free, no-token market data interfaces for China A-shares and Hong Kong stocks: fund flows, dragon-tiger lists, margin trading, reports and news.

Checking main-force fund flow for an A-share stock
SKILL.md covers 概述, 快速上手, 参数格式说明 and python 脚本示例, plus 1 more section
Looking up dragon-tiger list seat rankings or block trades
Pulling broker research reports and financial news for a ticker

What it does

Written in Chinese, the skill is an index page for free, authentication-free Eastmoney interfaces that Vibe-Trading wraps as built-in tools, each returning a JSON envelope with an ok flag. They cover fund flow, the dragon-tiger list, margin financing and short selling, block trades, shareholder counts, restricted-share release schedules, industry and concept boards, broker research reports, financial news, the three financial statements with key indicators for A-shares and Hong Kong stocks, whole-market stock screening and code search. US financial statements are routed to SEC EDGAR through get_financial_statements.

Eastmoney throttles by source IP and temporarily bans bursts, so every call goes through a shared per-host rate limiter and the agent must not hit the endpoints directly. The minimum request interval defaults to 1.0 seconds and can be changed with the VIBE_TRADING_EASTMONEY_MIN_INTERVAL variable. Symbols use a code-dot-exchange form such as 600519.SH, 000001.SZ, 00700.HK and AAPL.US. Endpoint details live in the references folder, and four example Python scripts show fund flow, disclosure, fundamentals and screening workflows.

When your agent uses it

Checking main-force fund flow for an A-share stock
Looking up dragon-tiger list seat rankings or block trades
Pulling broker research reports and financial news for a ticker
Screening the whole A-share market or searching for a stock code

Example prompts

“Show the fund flow for 600519.SH over the past 30 days.”
“Which stocks made the dragon-tiger list yesterday, and who were the top seats?”
“Pull the three financial statements for 00700.HK.”

Requirements

The Vibe-Trading tools that wrap the Eastmoney interfaces
Python

What it can do on your machine

Read from SKILL.md and the folder at commit 8e43007. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/, which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Eastmoney Market Data loads about 1k tokens when it runs, and up to ~9.4k if it reads all its reference files. Until then it costs about 56 tokens; SKILL.md has 217 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~56
When it runs · the whole SKILL.md, loaded when a task matches: ~1k
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~9.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from HKUDS/Vibe-Trading at commit 8e43007, republished under its MIT licence (© HKUDS). 217 words, ~1,041 tokens.

Download SKILL.mdSave it as .claude/skills/eastmoney/SKILL.md (or your agent's skills folder). This skill also uses 17 other files; get the full folder from GitHub.

name: eastmoney
description: 东方财富（Eastmoney）免费免鉴权数据接口，覆盖资金流向、龙虎榜、融资融券、大宗交易、股东户数、限售解禁、行业概念板块、券商研报、财经新闻、A股/港股三大报表+主要指标、全市场选股与代码搜索；美股财报由 get_financial_statements 转 SEC EDGAR。东财请求经共享 IP 限速层节流（东财按源 IP 限流并临时封禁突发请求），通过 Vibe-Trading 工具直接调用，无需 token。
category: data-source

Eastmoney（东方财富）

概述

东方财富对外开放了一批免费、免鉴权的行情与披露接口（push2 / push2his / datacenter-web / reportapi / search-api）。这些接口由 Vibe-Trading 内置工具封装，统一返回 {"ok": true/false, ...} JSON 信封，覆盖 A 股 / 港股 / 美股的资金面、披露面、舆情面与基本面数据。本技能是上述接口的索引页：每个接口的端点 URL、入参、返回字段写在 references/ 下；调用范例写在 scripts/ 下。

限速红线：东方财富按源 IP 限流，并会临时封禁突发请求。所有工具内部已经过共享 per-host 节流层（backtest.loaders._http），切勿绕过工具直接对端点发起裸 HTTP 突发请求。可用环境变量 VIBE_TRADING_EASTMONEY_MIN_INTERVAL 调整最小请求间隔（默认 1.0 秒）。

快速上手

这些接口已注册为 Vibe-Trading 工具，直接以工具名调用即可，无需安装 SDK、无需 token：

python

from src.tools.fund_flow_tool import FundFlowTool

# 主力 / 超大单 / 大单 / 中单 / 小单 净流入（近 30 日）
print(FundFlowTool().execute(codes=["600519.SH", "00700.HK"], period="daily", days=30))

底层共享客户端 backtest.loaders.eastmoney_client 负责 secid 解析与限速 GET：

python

from backtest.loaders.eastmoney_client import resolve_secid, get_json

resolve_secid("600519.SH")   # -> "1.600519"
resolve_secid("00700.HK")    # -> "116.00700"
resolve_secid("AAPL.US")     # -> "105.AAPL"（经 suggest 端点解析并进程内缓存）

参数格式说明

代码（symbol）：<code>.<exchange> 形式，交易所后缀大写。A 股 600519.SH / 000001.SZ / 830799.BJ，港股 00700.HK（零填充至 5 位），美股 AAPL.US。
secid：东财内部寻址 <market>.<code>。SH=1，SZ/BJ=0，HK=116，美股 NASDAQ=105 / NYSE=106 / AMEX=107（美股 market 前缀由 suggest 端点解析）。
日期：datacenter filter 用 YYYY-MM-DD；kline beg/end 用 YYYYMMDD。
返回：统一 JSON 字符串信封，成功 {"ok": true, "market", "source": "eastmoney", "data": {...}}，失败 {"ok": false, "error": ...}。单个失败 symbol 以 per-symbol error 上报，不中断批次。

链接约定：本文档内所有指向 references/ 的链接均以相对本文档的形式书写（references/...），这是 GitHub 在浏览器中打开该文件时解析的形式。read_file 工具会把同一字符串解析到拥有它的技能目录下，因此人和 agent 读到的是同一份文件。新增文档请沿用相对形式，并保证 references 路径在各技能之间不重名：两个技能同时拥有的路径会被报为歧义，而不会被猜测。

python 脚本示例

接口列表

资金面

工具	标题(详细文档)	市场	描述
`get_fund_flow`	资金流向	A股/港股/美股	主力/超大单/大单/中单/小单净流入，日线历史或当日分钟线

龙虎榜

工具	标题(详细文档)	市场	描述
`get_dragon_tiger`	龙虎榜	A股	某交易日全市场上榜个股 + 指定个股的买卖席位排名

参考数据（披露面）

工具	标题(详细文档)	市场	描述
`get_margin_trading`	融资融券	A股	个股每日融资余额/融资买入/融券余额/RZRQ 合计
`get_block_trades`	大宗交易	A股	逐笔成交价/量/额、相对收盘折溢价、买卖营业部
`get_shareholder_count`	股东户数	A股	各报告期股东户数、环比变动、户均持股
`get_lockup_expiry`	限售解禁	A股	个股全历史解禁表，或全市场未来 N 日解禁日历

板块

工具	标题(详细文档)	市场	描述
`get_sector_info`	行业概念板块	A股	个股所属行业/概念板块（membership）或行业板块按涨幅排名（ranking）

研报舆情

工具	标题(详细文档)	市场	描述
`get_research_reports`	券商研报	A股	券商研报列表（标题/机构/分析师/评级/EPS·PE 预测）+ 同花顺一致预期 EPS
`get_stock_news`	财经新闻	A股/港股/美股	个股新闻或全市场财经快讯（A 股走东财，美/港走 Yahoo）

财务报表（A 股 / 港股；美股走 SEC）

工具	标题(详细文档)	市场	描述
`get_financial_statements`	三大报表与主要指标	A股/港股(东财)·美股(SEC EDGAR)	资产负债表/利润表/现金流量表/主要指标；美股不再走东财

选股检索

工具	标题(详细文档)	市场	描述
`screen_market`	全市场选股	A股/美股/港股	全市场按涨跌幅/成交量/成交额/换手率排名取 top N
`search_symbol`	代码搜索	多市场	名称/代码片段解析为候选 symbol + 市场（东财 suggest + Yahoo + SEC CIK）

Files

SKILL.md and 17 other files (scripts, references) in agent/src/skills/eastmoney of HKUDS/Vibe-Trading.

SKILL.md
references/参考数据/大宗交易.md
references/参考数据/股东户数.md
references/参考数据/融资融券.md
references/参考数据/限售解禁.md
references/板块/行业概念板块.md
references/研报舆情/券商研报.md
references/研报舆情/财经新闻.md
references/财务报表/三大报表与主要指标.md
references/资金面/资金流向.md
references/选股检索/代码搜索.md
references/选股检索/全市场选股.md
references/龙虎榜/龙虎榜.md
… and 5 more

Open the folder on GitHubat commit 8e43007

Compare with similar skills

Eastmoney Market Data next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Eastmoney Market Data compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Eastmoney Market Data this skillHKUDS/Vibe-Trading	35k	—	~1k	Automated safety check: Pass	MIT	yesterday
US Market Data ToolkitGeeksfino/finskills	282	—	~1.2k	Automated safety check: Pass	Apache-2.0	7 mo ago
A-Share Daily Reviewqusong0627/QuantMind	1.7k	—	~1.9k	Automated safety check: Pass	AGPL-3.0	today
Financial Researchfirecrawl/web-agent	1.2k	—	~1.1k	Automated safety check: Pass	MIT	5 mo ago
Senpi Market PulseSenpi-ai/senpi-skills	134	—	~4.9k	Automated safety check: Pass	Apache-2.0	yesterday
Stock Deep Analysis Workflowwbh604/UZI-Skill	7.1k	—	~9.1k	Automated safety check: Notes	MIT	1 mo ago

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Questions about Eastmoney Market Data

What does Eastmoney Market Data do?

Index of Eastmoney's free, no-token market data interfaces for China A-shares and Hong Kong stocks: fund flows, dragon-tiger lists, margin trading, reports and news. Written in Chinese, the skill is an index page for free, authentication-free Eastmoney interfaces that Vibe-Trading wraps as built-in tools, each returning a JSON envelope with an ok flag. They cover fund flow, the dragon-tiger list, margin financing and short selling, block trades, shareholder counts, restricted-share release schedules, industry and concept boards, broker research reports, financial news, the three financial statements with key indicators for A-shares and Hong Kong stocks, whole-market stock screening and code search.

When should I use Eastmoney Market Data?

Eastmoney Market Data fits situations like: checking main-force fund flow for an A-share stock; looking up dragon-tiger list seat rankings or block trades; pulling broker research reports and financial news for a ticker; screening the whole A-share market or searching for a stock code.

How do I install Eastmoney Market Data in Claude Code?

Run `npx skills add HKUDS/Vibe-Trading --skill eastmoney -a claude-code`. Or copy the skill folder (agent/src/skills/eastmoney in HKUDS/Vibe-Trading) into .claude/skills/eastmoney in your project. Claude Code loads it when a task matches its description.

How do I install Eastmoney Market Data in Codex?

Run `npx skills add HKUDS/Vibe-Trading --skill eastmoney -a codex`. Or copy the skill folder (agent/src/skills/eastmoney in HKUDS/Vibe-Trading) into .agents/skills/eastmoney in your project. Codex loads it when a task matches its description.

Can I use Eastmoney Market Data in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add HKUDS/Vibe-Trading --skill eastmoney -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/eastmoney, .gemini/skills/eastmoney, .github/skills/eastmoney and .opencode/skills/eastmoney in your project.

What does Eastmoney Market Data need to run?

SKILL.md names no scripts, command-line tools or credentials: Eastmoney Market Data is instructions for the agent only. Our summary lists: The Vibe-Trading tools that wrap the Eastmoney interfaces; Python.

Does Eastmoney Market Data access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Eastmoney Market Data safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Eastmoney Market Data use?

Eastmoney Market Data is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Eastmoney Market Data use?

About 1k tokens (SKILL.md is roughly 4.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 8.3k tokens, read only when the agent opens those files.

What are the alternatives to Eastmoney Market Data?

Skills that share tags, products or a category with Eastmoney Market Data: US Market Data Toolkit (Geeksfino/finskills, 282 stars), A-Share Daily Review (qusong0627/QuantMind, 1.7k stars), Financial Research (firecrawl/web-agent, 1.2k stars) and Senpi Market Pulse (Senpi-ai/senpi-skills, 134 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Eastmoney Market Data?

HKUDS (a GitHub organization) maintains it in HKUDS/Vibe-Trading, which has 35,163 GitHub stars. The repository holds 89 skills in this directory. The repository was last updated on October 10, 2026.

Source: HKUDS/Vibe-Trading on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Eastmoney Market Data

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Eastmoney（东方财富）

概述

快速上手

参数格式说明

python 脚本示例

接口列表

资金面

龙虎榜

参考数据（披露面）

板块

研报舆情

财务报表（A 股 / 港股；美股走 SEC）

选股检索

Files

Compare with similar skills

Similar skills

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