Dragon Tiger List Analyzer
wbh604/UZI-Skill
Analyzes a stock's Dragon Tiger List (龙虎榜) appearances, identifies hot-money seats, weighs institutions against them and compares peers in the same sector.
efinance 中国金融市场数据获取工具,封装 A 股行情、资金流向、龙虎榜、十大股东、业绩报表、基金净值持仓、可转债、期货等数据接口。当用户需要获取 A 股实时行情、个股资金流、主力动向、龙虎榜、十大股东变动、业绩数据、基金净值或持仓、可转债或期货行情时使用此 skill。也适用于需要中国金融市场数据来支撑投研分析、个股研究、行业对比、资产配置等场景。与 akshare-finance…
$ npx skills add aifinlab/FinClaw --skill efinance-data -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aifinlab/FinClaw efinance-data --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/efinance-data .claude/skills/efinance-data && rm -rf skills-srcUse ~/.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/
Install the "efinance-data" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/efinance-data into .claude/skills/efinance-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "efinance-data", 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 install https://github.com/aifinlab/FinClaw/tree/main/skills/efinance-dataType 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.
$ npx skills add aifinlab/FinClaw --skill efinance-data -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aifinlab/FinClaw efinance-data --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/efinance-data .agents/skills/efinance-data && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "efinance-data" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/efinance-data into .agents/skills/efinance-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "efinance-data", 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.
$ npx skills add aifinlab/FinClaw --skill efinance-data -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aifinlab/FinClaw efinance-data --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/efinance-data .cursor/skills/efinance-data && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "efinance-data" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/efinance-data into .cursor/skills/efinance-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "efinance-data", 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 https://github.com/aifinlab/FinClaw.git --path skills/efinance-data--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aifinlab/FinClaw --skill efinance-data -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aifinlab/FinClaw efinance-data --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/efinance-data .gemini/skills/efinance-data && rm -rf skills-srcUse ~/.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/
Install the "efinance-data" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/efinance-data into .gemini/skills/efinance-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "efinance-data", 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.
$ gh skill install aifinlab/FinClaw efinance-dataInstalls 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).
$ npx skills add aifinlab/FinClaw --skill efinance-data -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/efinance-data .github/skills/efinance-data && rm -rf skills-srcUse ~/.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/
Install the "efinance-data" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/efinance-data into .github/skills/efinance-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "efinance-data", 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.
$ npx skills add aifinlab/FinClaw --skill efinance-data -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aifinlab/FinClaw efinance-data --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/efinance-data .opencode/skills/efinance-data && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "efinance-data" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/efinance-data into .opencode/skills/efinance-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "efinance-data", 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.
efinance-dataefinance 中国金融市场数据获取工具,封装 A 股行情、资金流向、龙虎榜、十大股东、业绩报表、基金净值持仓、可转债、期货等数据接口。当用户需要获取 A 股实时行情、个股资金流、主力动向、龙虎榜、十大股东变动、业绩数据、基金净值或持仓、可转债或期货行情时使用此 skill。也适用于需要中国金融市场数据来支撑投研分析、个股研究、行业对比、资产配置等场景。与 akshare-finance…
Efinance Data is an agent skill from aifinlab/FinClaw. efinance 中国金融市场数据获取工具,封装 A 股行情、资金流向、龙虎榜、十大股东、业绩报表、基金净值持仓、可转债、期货等数据接口。当用户需要获取 A 股实时行情、个股资金流、主力动向、龙虎榜、十大股东变动、业绩数据、基金净值或持仓、可转债或期货行情时使用此 skill。也适用于需要中国金融市场数据来支撑投研分析、个股研究、行业对比、资产配置等场景。与 akshare-finance 互补,efinance 在资金流分层(主力/大单/超大单)和实时行情字段丰富度上更有优势。
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `references/api_reference.md`, `scripts/bond_data.py` and `scripts/fund_data.py`).
The licence is Apache-2.0.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 9e62862. It shows what the files ask for, not the result of running them.
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.
Ships 4 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
pythonpipFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Efinance Data loads about 1.1k tokens when it runs, and up to ~2.3k if it reads all its reference files. Until then it costs about 64 tokens; SKILL.md has 159 words of instructions outside code blocks.
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.
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.
The full file from aifinlab/FinClaw at commit 9e62862, republished under its Apache-2.0 licence (© aifinlab). 159 words, ~1,064 tokens.
.claude/skills/efinance-data/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.efinance-data 是一个数据获取工具层 skill,为投研分析类 skill 提供底层数据支撑。它封装了 efinance 库的核心接口,覆盖 A 股、基金、可转债、期货四大品类。
数据来源为东方财富等公开财经网站,完全免费,无需注册或 API Key。
pip install efinance pandas运行脚本前确认依赖已安装。如果 import efinance 报错,先执行上述安装命令。
所有脚本位于本 skill 的 scripts/ 目录,输出均为 JSON 格式。
| 脚本 | 用途 | 核心命令 |
|---|---|---|
stock_data.py | 股票数据 | realtime / history / info / holders / bill / billboard / performance |
fund_data.py | 基金数据 | history / position / industry / manager / period / info / codes |
bond_data.py | 可转债数据 | realtime / history / info / all_info / bill |
futures_data.py | 期货数据 | realtime / history / info |
# 全市场 A 股实时行情(5800+ 只)
python stock_data.py realtime
# 指定股票
python stock_data.py realtime --code 000001,600519,000858返回字段:代码、名称、最新价、涨跌幅、换手率、动态市盈率、总市值、流通市值等。
# 日线(默认)
python stock_data.py history --code 600519
# 周线 / 月线
python stock_data.py history --code 600519 --period weekly
python stock_data.py history --code 600519 --period monthly
# 分钟级
python stock_data.py history --code 600519 --period 5min
# 指定时间范围
python stock_data.py history --code 600519 --start 20250101 --end 20251231支持周期:daily / weekly / monthly / 5min / 15min / 30min / 60min
python stock_data.py info --code 000001返回:净利润、总市值、流通市值、所处行业、市盈率(动)、市净率、ROE、毛利率、净利率。
python stock_data.py holders --code 000001返回:股东名称、持股数、持股比例、增减、变动率。
# 最近30天资金流
python stock_data.py bill --code 000001
# 最近60天
python stock_data.py bill --code 000001 --days 60
# 当日分时资金流
python stock_data.py today_bill --code 000001返回字段包括:主力净流入、小单净流入、中单净流入、大单净流入、超大单净流入,以及各项占比。这是 efinance 相对其他数据源的核心优势——资金流分层非常细致。
python stock_data.py billboard返回:上榜股票、上榜日期、龙虎榜净买额、买入额、卖出额、上榜原因、机构买卖解读。
python stock_data.py performance返回全市场最新业绩:营收、净利润、同比增长、每股收益、ROE、毛利率等。
# 股东人数
python stock_data.py holder_number --code 000001
# 所属板块
python stock_data.py board --code 000001
# 逐笔成交
python stock_data.py deals --code 000001
# 最新IPO信息
python stock_data.py ipo# 基金净值历史
python fund_data.py history --code 005827
# 批量获取多只基金
python fund_data.py history_multi --code 005827,110011,161725
# 基金重仓股
python fund_data.py position --code 005827
# 基金行业分布
python fund_data.py industry --code 005827
# 基金经理
python fund_data.py manager --code 005827
# 阶段涨幅(近1月/3月/1年等)
python fund_data.py period --code 005827
# 基金基本信息
python fund_data.py info --code 005827
# 基金代码列表
python fund_data.py codes# 可转债实时行情
python bond_data.py realtime
# 历史K线
python bond_data.py history --code 123456
# 全部可转债基本信息
python bond_data.py all_info
# 单只基本信息
python bond_data.py info --code 123456
# 资金流向
python bond_data.py bill --code 123456注意:可转债实时行情接口偶尔因上游数据源问题返回错误,建议加 try/except 处理。
# 期货实时行情
python futures_data.py realtime
# 历史K线
python futures_data.py history --code 棕榈油2509
# 期货品种信息
python futures_data.py info两个 skill 互补使用:
| 数据需求 | 优先用 | 原因 |
|---|---|---|
| 资金流向(主力/大单分层) | efinance-data | 分层更细致 |
| 实时行情(含PE/市值) | efinance-data | 一次返回字段更全 |
| 龙虎榜(含解读) | efinance-data | 包含机构买卖成功率解读 |
| 财务三表(资产负债/利润/现金流) | akshare-finance | efinance 无此接口 |
| 北向资金 / 融资融券 | akshare-finance | efinance 无此接口 |
| 宏观经济(GDP/CPI/PMI) | akshare-finance | efinance 无此接口 |
| 估值指标详细历史 | akshare-finance | PE/PB 历史序列 |
当一个数据源出错时,可尝试用另一个获取相同数据作为备用。
更多 API 细节见 references/api_reference.md。
© aifinlab, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 5 other files (scripts, references) in skills/efinance-data of aifinlab/FinClaw.
Open the folder on GitHubat commit 9e62862
Efinance 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Efinance Data this skillaifinlab/FinClaw | 254 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Dragon Tiger List Analyzerwbh604/UZI-Skill | 7.1k | — | ~265 | Automated safety check: Pass | MIT | |
| Pharma Daily Reportdaymade/claude-code-skills | 1.4k | — | ~662 | Automated safety check: Pass | MIT | |
| Uziagentpit-io/hunter-community | 570 | — | ~224 | Automated safety check: Pass | MIT | |
| Jqdatasdklzwme/finance-quant-skills | 435 | — | ~927 | Automated safety check: Pass | None | |
| AI Intelligence Investigatorredfox-data/redfox-community | 425 | — | ~803 | Automated safety check: Pass | None |
wbh604/UZI-Skill
Analyzes a stock's Dragon Tiger List (龙虎榜) appearances, identifies hot-money seats, weighs institutions against them and compares peers in the same sector.
daymade/claude-code-skills
生成 A 股医药行业日报:从新浪财经抓取 20 只核心医药股实时行情,分析 7 大细分赛道排名、涨跌榜 TOP 3、资金流向,然后通过飞书发送富文本日报。
agentpit-io/hunter-community
A 股、港股与美股的投研总调度技能,覆盖深度研究、快速扫描、投委会评审、游资/龙虎榜(LHB)分析、杀猪盘识别、估值测算、IC 投资备忘录,以及 Bloomberg 风格的 HTML 报告。
lzwme/finance-quant-skills
聚宽(JoinQuant)本地数据 SDK,提供 A 股行情、历史K线、财务数据、指标数据等,与聚宽官网数据同源。当用户提及 jqdatasdk、聚宽数据、需要获取A股数据,或已注册聚宽账号时使用。与 baostock(免费)和 tushare(数据最全)不同,jqdatasdk 需注册聚宽账号获取 Token,适合已在使用聚宽平台的用户。本地数据获取请用本技能,聚宽官网策略开发请用…
redfox-data/redfox-community
深度A股情报调查与分析工具,支持A股情报调查、竞品分析、舆情监测、人物背景调查、信息交叉验证,生成结构化调查报告。当用户需要调查A股公司/行业/概念、调查竞品、追踪热点事件、了解人物背景、验证信息真实性时使用。触发词:A股情报、股票调查、财报分析、概念追踪、资金流向、情报调查、竞品分析、舆情调查、背景调查、信息验证、多源搜索。
hiboys/ExploreFinance
获取股票、ETF、指数等实时价格、涨跌幅、成交量、主力资金流向、大小单、技术指标等行情数据,支持自然语言问句输入,返回相关行情数据结果。当用户询问股票价格、ETF行情、指数行情、涨跌幅、成交量、资金流向、技术指标等行情数据查询问题时,必须使用此技能。
aifinlab/FinClaw
A skill your agent uses when the user asks for help with corporate credit due diligence, enterprise credit investigation, pre-loan review, borrower analysis, document collection, management…
aifinlab/FinClaw
A skill your agent uses when you need a bank corporate-risk monitoring assistant for enterprise litigation/penalty/enforcement scanning (处罚/诉讼/被执行/失信等).
aifinlab/FinClaw
A skill your agent uses when you need a bank corporate client operating-volatility monitoring assistant (经营监测/指标波动/预警解释).
aifinlab/FinClaw
A skill your agent uses when you need a bank post-loan visit follow-up assistant to turn visit notes/materials into a structured memo (摘要/关键更新/风险观察/用途核验/行动项).
aifinlab/FinClaw
A skill your agent uses when you need a bank corporate credit issue-list assistant (问题清单/补件清单/催办台账).
aifinlab/FinClaw
A skill your agent uses when you need a bank corporate credit approval-opinion drafting assistant (审批意见/条款建议/有条件同意).
efinance 中国金融市场数据获取工具,封装 A 股行情、资金流向、龙虎榜、十大股东、业绩报表、基金净值持仓、可转债、期货等数据接口。当用户需要获取 A 股实时行情、个股资金流、主力动向、龙虎榜、十大股东变动、业绩数据、基金净值或持仓、可转债或期货行情时使用此 skill。也适用于需要中国金融市场数据来支撑投研分析、个股研究、行业对比、资产配置等场景。与 akshare-finance…. Efinance Data is an agent skill from aifinlab/FinClaw.
Run `npx skills add aifinlab/FinClaw --skill efinance-data -a claude-code`. Or copy the skill folder (skills/efinance-data in aifinlab/FinClaw) into .claude/skills/efinance-data in your project. Claude Code loads it when a task matches its description.
Run `npx skills add aifinlab/FinClaw --skill efinance-data -a codex`. Or copy the skill folder (skills/efinance-data in aifinlab/FinClaw) into .agents/skills/efinance-data in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aifinlab/FinClaw --skill efinance-data -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/efinance-data, .gemini/skills/efinance-data, .github/skills/efinance-data and .opencode/skills/efinance-data in your project.
Going by SKILL.md and its folder, Efinance Data needs Python for the scripts in its folder and the command-line tools its instructions call (python and pip). Our summary lists: Python 3.
SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
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.
Efinance Data is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.1k tokens (SKILL.md is roughly 4.3k 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 1.2k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Efinance Data: Dragon Tiger List Analyzer (wbh604/UZI-Skill, 7.1k stars), Pharma Daily Report (daymade/claude-code-skills, 1.4k stars), Uzi (agentpit-io/hunter-community, 570 stars) and Jqdatasdk (lzwme/finance-quant-skills, 435 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
aifinlab (a GitHub user) maintains it in aifinlab/FinClaw, which has 254 GitHub stars. The repository holds 74 skills in this directory. The repository was last updated on May 13, 2026.
Source: aifinlab/FinClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.