Agent skill

Pywencai

by lzwme in lzwme/finance-quant-skills

同花顺问财数据查询:使用中文自然语言查询A股、指数、基金、港美股、可转债等市场数据;当用户需要通过自然语言从问财获取选股、财务、资金流、技术指标等数据时使用。

No licenceAuto-check passedBusiness, Finance & HR

Install Pywencai

skills CLI
$ npx skills add lzwme/finance-quant-skills --skill pywencai -a claude-code

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

GitHub CLI
$ gh skill install lzwme/finance-quant-skills pywencai --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/lzwme/finance-quant-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/pywencai .claude/skills/pywencai && 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/

Facts

Skill name
pywencai
GitHub stars
441
Token cost
~1.5k tokens
SKILL.md length
171 words
Files
1
Skills in repo
13
Repo updated
First seen
Licence
None found

At a glance

同花顺问财数据查询:使用中文自然语言查询A股、指数、基金、港美股、可转债等市场数据;当用户需要通过自然语言从问财获取选股、财务、资金流、技术指标等数据时使用。

  • Works in 5 steps: 在浏览器中打开 https://www.iwencai.com 并登录。 → 按F12打开开发者工具 → 切换到Network标签。 → 在问财页面执行任意查询。 → …
  • Business, Finance & HR work in your project
  • SKILL.md covers 环境要求, 安装, 如何获取Cookie and Cookie管理, plus 6 more sections
  • Calls pip

What it does

Pywencai is an agent skill from lzwme/finance-quant-skills. 同花顺问财数据查询:使用中文自然语言查询A股、指数、基金、港美股、可转债等市场数据;当用户需要通过自然语言从问财获取选股、财务、资金流、技术指标等数据时使用。

Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Business, Finance & HR. The repository describes itself as: 一个面向金融量化交易领域的 Agent Skills 技能维护仓库,主要聚焦A股量化交易。

When your agent uses it

  • Business, Finance & HR work in your project

Example prompts

  • “/pywencai”

Requirements

  • Python 3
  • Node.js

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. 在浏览器中打开 https://www.iwencai.com 并登录。
  2. 按F12打开开发者工具 → 切换到Network标签。
  3. 在问财页面执行任意查询。
  4. 找到发往iwencai.com的请求,从请求头中复制Cookie值。
  5. 将该字符串作为cookie参数使用。

What it can do on your machine

Read from SKILL.md and the folder at commit d973f35. 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

    Shell commands in SKILL.md call:

    • pip

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • iwencai.com

    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

Pywencai loads about 1.5k tokens when it runs. Until then it costs about 22 tokens; SKILL.md has 171 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~22
When it runs · the whole SKILL.md, loaded when a task matches
~1.5k

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); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 171 words (~1,525 tokens).

name
pywencai
metadata.repo
https://github.com/zsrl/pywencai

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/pywencai of lzwme/finance-quant-skills.

Open the folder on GitHubat commit d973f35

Compare with similar skills

Pywencai 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.

Pywencai compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Pywencai this skilllzwme/finance-quant-skills441—~1.5kAutomated safety check: PassNone
Technical Analysttradermonty/claude-trading-skills3k4 repos~4.6kAutomated safety check: PassMIT
Theme Detectortradermonty/claude-trading-skills3k2 repos~4.9kAutomated safety check: PassMIT
Creating Financial ModelsChen-zexi/open-ptc-agent7293 repos~1.3kAutomated safety check: PassMIT
Stock APIzhangxiangliang/stock-api2k—~507Automated safety check: PassMIT
Itr Walakaranb192/itr-wala871—~3.6kAutomated safety check: PassMIT

Similar skills

  • Technical Analyst

    tradermonty/claude-trading-skills

    This skill should be used when analyzing weekly price charts for stocks, stock indices, cryptocurrencies, or forex pairs.

    3k GitHub starsUsed in 4 repos~4.6k tokens
    Business, Finance & HRAuto-check passed
  • Theme Detector

    tradermonty/claude-trading-skills

    Detect and analyze trending market themes across sectors. An agent skill from tradermonty/claude-trading-skills.

    3k GitHub starsUsed in 2 repos~4.9k tokens
    Business, Finance & HRAuto-check passed
  • Creating Financial Models

    Chen-zexi/open-ptc-agent

    This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions

    729 GitHub starsUsed in 3 repos~1.3k tokens
    Business, Finance & HRAuto-check passed
  • Stock API

    zhangxiangliang/stock-api

    Fetch real-time stock quotes, K-line (candlestick) history, and search symbols for China A-shares, Hong Kong, and US markets.

    2k GitHub stars~507 tokensUpdated yesterday
    Business, Finance & HRAuto-check passed
  • Itr Wala

    karanb192/itr-wala

    File Indian income tax returns (ITR) for FY 2025-26 / AY 2026-27.

    871 GitHub stars~3.6k tokensUpdated 6 days ago
    Business, Finance & HRAuto-check passed
  • Tushare Data

    zillionare/zillionare

    面向中文自然语言的 Tushare 数据研究技能。用于把“看看这只股票最近怎么样”“帮我查财报趋势”“最近哪个板块最强”“北向资金在买什么”“给我导出一份行情数据”这类请求,转成可执行的数据获取、清洗、对比、筛选、导出与简要分析流程。适用于 A 股、指数、ETF/基金、财务、估值、资金流、公告新闻、板块概念与宏观数据等研究场景。

    322 GitHub starsUsed in 2 repos~2.3k tokens
    Business, Finance & HRAuto-check passed

More from lzwme/finance-quant-skills

All 13 skills in this repo
  • Akshare

    lzwme/finance-quant-skills

    AKShare 开源金融数据接口库,提供股票、期货、期权、基金、外汇、债券、指数、加密货币等全品类金融数据;当用户需要获取各类金融市场数据时使用

    441 GitHub stars~1.1k tokensUpdated 18 days ago
    Auto-check passed
  • Baostock

    lzwme/finance-quant-skills

    BaoStock 免费开源 A 股数据平台,无需注册、无需 API Key,支持股票行情、K线、财务数据、行业分类、指数成分股查询。当用户提及 baostock、需要获取A股历史行情、财务报表、交易日历,或需要免费、免注册的A股数据时使用。与 tushare(数据更全但需注册)和 jqdatasdk(聚宽数据)不同,baostock 完全免费无限制,适合快速入门和低成本数据需求。

    441 GitHub stars~1k tokensUpdated 18 days ago
    Auto-check passed
  • Equity Researcher

    lzwme/finance-quant-skills

    机构级投研报告生成技能。覆盖中国A股、港股、美股上市公司。输出模式:1)投资速览:3-5页,含公司概览、核心财务指标、估值倍数、投资逻辑与风险因素;2)深度研报:≥25页,含行业分析、产业链图谱、三表模型、DCF估值、情景分析与敏感性测试。触发条件:1)直接请求:分析/看看/研究/调研/介绍一下 + 公司名或股票;2)投资询问:你怎么看/能不能买/值得投吗/帮我看看/扒一扒 +…

    441 GitHub stars~4.9k tokensUpdated 18 days ago
    Auto-check passed
  • Jqdatasdk

    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…

    441 GitHub stars~927 tokensUpdated 18 days ago
    Auto-check passed
  • Miniqmt

    lzwme/finance-quant-skills

    MiniQMT 迅投量化交易接口,基于 XtQuant Python 库(xtdata 行情 / xttrader 交易),供外部 Python 程序连接 MiniQMT 客户端,支持 A 股/期货/期权的行情获取(K线、分笔、财务数据等)和交易下单(报单、撤单、查询资产/委托/持仓)。当用户提及 miniqmt、xtquant、获取实时行情、量化交易下单、回测数据获取,或需要用外部…

    441 GitHub stars~1.7k tokensUpdated 18 days ago
    Auto-check passed
  • Tdxquant

    lzwme/finance-quant-skills

    通达信量化数据获取技能。当用户提及 tdxquant、通达信、TdxQuant、tqcenter,并且需要获取A股数据(行情快照、K线、财务、板块、可转债、新股、交易数据等)、查询交易日历、执行通达信公式、订阅行情、交易下单时使用

    441 GitHub stars~1.6k tokensUpdated 18 days ago
    Auto-check passed

Questions about Pywencai

What does Pywencai do?

同花顺问财数据查询:使用中文自然语言查询A股、指数、基金、港美股、可转债等市场数据;当用户需要通过自然语言从问财获取选股、财务、资金流、技术指标等数据时使用。. Pywencai is an agent skill from lzwme/finance-quant-skills.

When should I use Pywencai?

Pywencai fits situations like: business, Finance & HR work in your project.

How do I install Pywencai in Claude Code?

Run `npx skills add lzwme/finance-quant-skills --skill pywencai -a claude-code`. Or copy the skill folder (skills/pywencai in lzwme/finance-quant-skills) into .claude/skills/pywencai in your project. Claude Code loads it when a task matches its description.

How do I install Pywencai in Codex?

Run `npx skills add lzwme/finance-quant-skills --skill pywencai -a codex`. Or copy the skill folder (skills/pywencai in lzwme/finance-quant-skills) into .agents/skills/pywencai in your project. Codex loads it when a task matches its description.

Can I use Pywencai 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 lzwme/finance-quant-skills --skill pywencai -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/pywencai, .gemini/skills/pywencai, .github/skills/pywencai and .opencode/skills/pywencai in your project.

What does Pywencai need to run?

Going by SKILL.md and its folder, Pywencai needs the command-line tools its instructions call (pip). Our summary lists: Python 3; Node.js.

Does Pywencai access the network?

SKILL.md names 1 domain. As links in the text: iwencai.com. This is read from the text; nothing was executed.

Is Pywencai 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. Review the folder before installing.

What licence does Pywencai use?

No licence was found for Pywencai or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Pywencai use?

About 1.5k tokens (SKILL.md is roughly 6.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Pywencai?

Skills that share tags, products or a category with Pywencai: Technical Analyst (tradermonty/claude-trading-skills, 3k stars), Theme Detector (tradermonty/claude-trading-skills, 3k stars), Creating Financial Models (Chen-zexi/open-ptc-agent, 729 stars) and Stock API (zhangxiangliang/stock-api, 2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Pywencai?

lzwme (a GitHub organization) maintains it in lzwme/finance-quant-skills, which has 441 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on September 23, 2026.

Source: lzwme/finance-quant-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.