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zzquant/zzshare

自在量化的开放接口

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Individual skills in this repository

zzquant /

How it works

zzquant

When your agent uses it

A-share Quant Data Engine - Expert analysis tool for historical and real-time market data, technical indicators, and market sentiment.

What it loads into context

Frontmatter

44 tokens

Always available to the agent

SKILL.md

1,014 tokens

When the skill is activated

Reference documents

17,062 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Core Capabilities
Best Practices & Instructions
Instructions for Tool Usage
Sample Analytical Flows
Sample Prompts

Scripts executed separately

__init__.py
test/__init__.py
test/client_test.py
test_zzshare.py
zzshare/__init__.py
zzshare/ai_utils.py
zzshare/cli.py
zzshare/client.py
zzshare/core.py
zzshare/logger.py
zzshare/mcp.py
zzshare/utils.py

Files

.github/workflows/workflow.ymlasset1,083 bytes
.gitignoreasset465 bytes
.pypirc.exampleasset279 bytes
FUNDAMENTALS.mddoc30,705 bytes
LICENSEasset1,064 bytes
MANIFEST.inasset117 bytes
README.mddoc27,568 bytes
SKILL.mdcore4,040 bytes
__init__.pyruns0 bytes
cli_help.txtdoc7,604 bytes
group1103.pngasset208,277 bytes
pyproject.tomlasset1,594 bytes
smithery.yamlasset323 bytes
test/__init__.pyruns24 bytes
test/client_test.pyruns12,466 bytes
test_zzshare.pyruns2,993 bytes
zzshare/__init__.pyruns2,149 bytes
zzshare/ai_utils.pyruns3,470 bytes
zzshare/cli.pyruns11,424 bytes
zzshare/client.pyruns40,830 bytes
zzshare/client.pyiasset7,223 bytes
zzshare/core.pyruns7,136 bytes
zzshare/logger.pyruns1,828 bytes
zzshare/mcp.pyruns4,680 bytes
zzshare/utils.pyruns1,642 bytes

Read SKILL.md


# zzquant (Zizi Quant)

You are an expert A-share quantitative analyst. You have access to the `zzshare` quantitative data engine, which provides deep market insights, technical analysis, and sentiment indicators for the Chinese stock market.

## Core Capabilities

- **Market Snapshots**: Fetch real-time or historical data for the entire market or specific sectors (Main board, STAR market, GEM, Beijing exchange).
- **Technical Analysis**: Retrieve Daily and Minute-level (1m, 5m, 15m, 30m, 60m) K-lines with support for Forward (qfq) and Backward (hfq) adjustment.
- **Sentiment & Breadth**: Analyze market "mood" through up/down distribution, money flow, and volume trends.
- **Plate & Leaderboard Analysis**: Identify leading sectors (题材, 概念, 行业) and the "Uplimit Tiers" (涨停梯队) to find market leaders.
- **Security Discovery**: Fuzzy search for stock codes by company name or sector.

## Best Practices & Instructions

View the complete source on GitHub

Skills included

zzquant

Repository facts

License: MIT
Created: Jan 31, 2026
Last pushed: Nov 4, 2026
Forks: 20
Open issues: 8
Project activity: Active

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 6, 2026

No broad tool permissions
No dangerous shell commands
32 network referencesin 7 files: README.md:43 zzshare/client.py:10 zzshare/core.py:16 and 4 more
No hidden or obfuscated text
No instruction overrides
12 executable scriptsin 12 files: __init__.py:1 test/__init__.py:1 test/client_test.py:1 and 9 more
4 references to secretsin 4 files: .gitignore:20 test/client_test.py:22 test_zzshare.py:14 and 1 more
No requests to vote in Hot

Show all 48 signals by file

`.gitignore`

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`README.md`

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pip install git+https://github.com/zzquant/zzshare.git

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git clone https://github.com/zzquant/zzshare.git

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> 💡 **提示**：[可选,需要提高访问频率时使用] 接口 Token 可在官网个人资料页面 [点此免费获取](https://quant.zizizaizai.com/me/profile?tab=2&invite_code=E22541A0)。

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- 数据说明：实时获取 A 股快照数据，支持单支、多代码并发以及通配符筛选全市场。 - **注意**：本接口需要token才能使用, 限制20次/分钟,token在官网个人资料页面获取(<https://quant.zizizaizai.com/me/profile>)

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- **注意**：本接口需要token才能使用, 限制20次/分钟,token在官网个人资料页面获取(<https://quant.zizizaizai.com/me/profile>)

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<summary><b>Q: 需要申请 Token 吗？</b></summary> 大部分不需要，但是为了保障接口稳定性，zzshare 部分接口需要 API Token。 您可以在 [个人中心](https://api.zizizaizai.com/user/profile) 免费获取初始 Token。

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您可以在 [个人中心](https://api.zizizaizai.com/user/profile) 免费获取初始 Token。

`init.py`

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`pyproject.toml`

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[project.urls] Homepage = "https://github.com/zzquant/zzshare"

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Homepage = "https://github.com/zzquant/zzshare"

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Repository = "https://github.com/zzquant/zzshare"

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Issues = "https://github.com/zzquant/zzshare/issues"

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timeout=30,             http_url=os.getenv("API_BASE_URL", "https://api.zizizaizai.com")         )

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http_url=os.getenv("API_BASE_URL", "https://api.zizizaizai.com")

`test_zzshare.py`

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# 获取地址:https://quant.zizizaizai.com/me/profile

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data = body             elif res.status_code == 401:                 logger.error("Unauthorized. Please check your API token at https://quant.zizizaizai.com/me/profile")

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elif res.status_code == 401:                 logger.error("Unauthorized. Please check your API token at https://quant.zizizaizai.com/me/profile")             elif res.status_code == 429:

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logger.error("Unauthorized. Please check your API token at https://quant.zizizaizai.com/me/profile")

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data = body             elif res.status_code == 401:                 logger.error("Unauthorized. Please check your API token at https://quant.zizizaizai.com/me/profile")

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elif res.status_code == 401:                 logger.error("Unauthorized. Please check your API token at https://quant.zizizaizai.com/me/profile")             elif res.status_code == 429:

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logger.error("Unauthorized. Please check your API token at https://quant.zizizaizai.com/me/profile")

`zzshare/core.py`

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while True:             try:                 res = requests.get(

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try:                 res = requests.get(                     url,

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How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 43 facts

Network access in code of documentationREADME.md:43Low confidence
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Network access in prose of documentationREADME.md:68Low confidence
Network access in prose of documentationREADME.md:258Low confidence
Network access in prose of documentationREADME.md:259Low confidence
Network access in code of documentationREADME.md:641Low confidence
Network access in code of documentationREADME.md:642Low confidence
Network access in code of documentationREADME.md:643Low confidence
Network access in prose of documentationREADME.md:677Low confidence
Network access in prose of documentationREADME.md:679Low confidence
Executable script in prose of a file that runs__init__.py:1Low confidence
Executable script in a comment of a testtest/__init__.py:1Low confidence
Executable script in code of a testtest/client_test.py:1Low confidence
Network access in code of a testtest/client_test.py:22Low confidence
Access to secrets in code of a test: a variable, placeholder or call, not a stored valuetest/client_test.py:22Low confidence
Network access in code of a testtest/client_test.py:23Low confidence
Network access in code of a testtest/client_test.py:24Low confidence
Executable script in code of a testtest_zzshare.py:1Low confidence
Network access in a comment of a testtest_zzshare.py:13Low confidence
Access to secrets in code of a test: a variable, placeholder or call, not a stored valuetest_zzshare.py:14Low confidence
Executable script in a comment of a file that runszzshare/__init__.py:1Low confidence
Network access in code of a file that runszzshare/__init__.py:11High confidence
Executable script in a comment of a file that runszzshare/ai_utils.py:1Low confidence
Executable script in a comment of a file that runszzshare/cli.py:1Low confidence
Executable script in code of a file that runszzshare/client.py:1High confidence
Network access in code of a file that runszzshare/client.py:10High confidence
Network access in code of a file that runszzshare/client.py:11High confidence
Network access in code of a file that runszzshare/client.py:614High confidence
Network access in code of a file that runszzshare/client.py:615High confidence
Network access in code of a file that runszzshare/client.py:616High confidence
Network access in code of a file that runszzshare/client.py:802High confidence
Network access in code of a file that runszzshare/client.py:803High confidence
Network access in code of a file that runszzshare/client.py:804High confidence
Executable script in a comment of a file that runszzshare/core.py:1Low confidence
Network access in code of a file that runszzshare/core.py:16High confidence
Network access in code of a file that runszzshare/core.py:17High confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valuezzshare/core.py:18Low confidence
Network access in code of a file that runszzshare/core.py:94High confidence
Network access in code of a file that runszzshare/core.py:95High confidence
Network access in code of a file that runszzshare/core.py:96High confidence
Executable script in a comment of a file that runszzshare/logger.py:1Low confidence
Executable script in a comment of a file that runszzshare/mcp.py:1Low confidence
Executable script in code of a file that runszzshare/utils.py:1High confidence

Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Compatible	Standard SKILL.md SKILL.md	`.claude/skills/<skill-name>/`
Codex	Compatible	Standard SKILL.md SKILL.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard SKILL.md SKILL.md	`.opencode/skills/<skill-name>/`

Native The repository ships a manifest, folder or frontmatter field for this agent.
Compatible A standard SKILL.md that this agent can read.
Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

zzquant/zzshare

History

SKILL.md

Share this page

Heat

Stars over time

Individual skills in this repository

How it works

zzquant

Frontmatter

SKILL.md

Reference documents

The playbook

Scripts executed separately

Files

Skills included

Repository facts

Before you install

.gitignore

README.md

__init__.py

pyproject.toml

test/__init__.py

test/client_test.py

test_zzshare.py

zzshare/__init__.py

zzshare/ai_utils.py

zzshare/cli.py

zzshare/client.py

zzshare/core.py

zzshare/logger.py

zzshare/mcp.py

zzshare/utils.py

How the signals fit together

Works with

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`SKILL.md`

`.gitignore`

`README.md`

`init.py`

`pyproject.toml`

`test/init.py`

`test/client_test.py`

`test_zzshare.py`

`zzshare/init.py`

`zzshare/ai_utils.py`

`zzshare/cli.py`

`zzshare/client.py`

`zzshare/core.py`

`zzshare/logger.py`

`zzshare/mcp.py`

`zzshare/utils.py`