skills.rest
duolongworld
duolongworldCOMMUNITY
Explore all skills by this author →
GitHub

akshare-fundflow-snapshot

Fetch real-time and historical fund flow snapshots for stocks and markets via AkShare.

59|30|Updated Apr 30, 2026
Search Tags:#stock analysis#investment analysis#market data#AkShare#fund flow
One-click install
npx skills add https://github.com/duolongworld/AI_Renaissance --skill akshare-fundflow-snapshot
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: akshare-fundflow-snapshot
Source: https://github.com/duolongworld/AI_Renaissance/tree/main/skills/data/akshare_fundflow_snapshot
Command: npx skills add https://github.com/duolongworld/AI_Renaissance --skill akshare-fundflow-snapshot

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires akshare, and includes scripts (resource) components.

What problem does it solve?

This Skill delivers a comprehensive overview of funds flow for specific stocks, sectors, and the overall market, empowering users to make informed investment decisions.

Core Features & Use Cases

  • Fund Flow Data: Retrieve detailed fund flow data for individual stocks and the broader market.
  • Sector & Concept Analysis: Assess the movement of funds in specific sectors and concepts.
  • Market Sentiment: Understand market sentiment by analyzing northbound and southbound funds.
  • Use Case: For investors looking to understand the flow of funds in a specific stock, the skill provides an at-a-glance summary including the stock's profile, recent and historical fund flows, sector and concept analysis, and market sentiment indicators.

Quick Start

Execute the skill by typing: get-fundflow-snapshot --stock-code=600519 --indicator=today.

Frequently Asked Questions about akshare-fundflow-snapshot

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I get a fund flow snapshot for a specific stock using AkShare?▼

To get a fund flow snapshot for a specific stock using AkShare, execute the command with the target stock code and time indicator, retrieving real-time and historical capital movement data for investment analysis.

What is the best way to analyze sector and concept fund flow data for market sentiment?▼

Analyzing sector and concept fund flow data provides a panoramic snapshot of capital movement across specific market segments, helping individual investors and professionals quickly gauge broader market sentiment and sector performance.

Can I use this tool to track northbound and southbound fund flow?▼

Yes, you can track northbound and southbound funds to understand market sentiment, as the skill fetches comprehensive capital movement data across sectors, concepts, and the overall market via the AkShare data source.

Does AkShare support retrieving real-time and historical fund flow data for individual stocks?▼

Yes, AkShare supports retrieving both real-time and historical fund flow data for individual stocks, providing an at-a-glance summary of stock profiles and recent capital movement for informed investment decisions.

What are the limitations of using a fund flow snapshot for stock investment analysis?▼

A fund flow snapshot provides a quick panoramic view of capital movement but may not capture delayed data anomalies or high-frequency micro-movements, serving as a supplementary indicator rather than a complete trading strategy.

Related Skills

Explore More Finance & Accounting Skills→
ajithkumar31082004-bitajithkumar31082004-bit

akshare

Fetch A-share, US, HK, macro, and forex data without API keys.

Community
Intermediate
Liangwei-zhangLiangwei-zhang

us-etf-flow

Parse ETF flow data and compute breadth and cyclical/defensive measures.

Community
Advanced
Ming-Kai-LCMing-Kai-LC

technical-analysis-educator

Create educational content on stock technical indicators with Python examples.

Community
Basic
thanhtai040805thanhtai040805
2

market-microstructure

Analyze bid-ask spreads, order-flow toxicity, and liquidity measures for stocks.

Community
Advanced