A-Share Market Analyst

A research assistant for China's A-share market: pulls data via AKShare, runs technical and fundamental analysis, screens stocks with multi-factor scoring, and formats reports.

Data & AnalyticsIntermediate★ 662⑂ 124AI score 7/10Last updated: Aug 9, 2026

What it does

Data access: uses the free open-source AKShare library for real-time A-share quotes, daily OHLC history, industry/concept sector performance, block-trade disclosures and money-flow data.
Technical analysis: computes MACD, KDJ, RSI and Bollinger Bands, recognises candlestick patterns, identifies trend plus support/resistance, and produces a technical score.
Fundamental analysis: revenue and profit growth, ROE, margins, and PE/PB/PS valuation metrics.
Stock screening: a ready-made multi-factor script that filters out ST and suspended tickers.
Reporting: fixed Markdown templates for a single-stock report and a daily watchlist.
Guardrails: no next-day price predictions, no definitive buy/sell orders, data timestamps required (quotes may be 15 minutes delayed), and conflicting indicators must be flagged as "signal divergence".

Who it's for

Retail investors and analysts researching Shanghai / Shenzhen / ChiNext listings.
Quant beginners who want Python-based data pulls and indicator math.
Anyone who wants an automated pre-market brief and watchlist each morning.
(Note) It explicitly excludes HK, US equities and crypto.

Examples

"Give me today's A-share pre-market brief" → index moves, top 5 hot sectors, limit-up and consecutive limit-up names, northbound flow summary.
"Run a technical analysis on 000001" → 60+ days of candles, MACD cross status, RSI level, support/resistance, and a star-rated report.
"Screen for undervalued names in an uptrend" → runs the multi-factor script, drops ST/suspended tickers, and adjusts PE/PB versus momentum weights to output a candidate table.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/staruhub/ClaudeSkills/HEAD/lab/Geek-skills-a-share-analyst/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

↓ If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)

Download the ZIP with the button below.
In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.

↓ Download ZIP

Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the lab/Geek-skills-a-share-analyst folder from the GitHub repo staruhub/ClaudeSkills into my ~/.claude/skills/a-share-analyst/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/staruhub/ClaudeSkills.git && mkdir -p ~/.claude/skills && cp -r ClaudeSkills/lab/Geek-skills-a-share-analyst ~/.claude/skills/a-share-analyst

⚠ This is a third-party skill. Check the source repository before installing.

Open a terminal and clone the repo: git clone https://github.com/staruhub/ClaudeSkills.git
Create the skills folder if needed: mkdir -p ~/.claude/skills
Copy just this skill: cp -r ClaudeSkills/lab/Geek-skills-a-share-analyst ~/.claude/skills/a-share-analyst
Install the data dependency: pip install akshare pandas (add --break-system-packages or use a virtualenv on managed Python installs).
Restart Claude Code and run /skills to confirm a-share-analyst is listed.
Test with a prompt like "analyze today's A-share market". If AKShare's API has changed and a function or column errors out, paste the error back to Claude so it can look up the current API instead of guessing.
Treat all output as research only — it is not investment advice.

View source on GitHub ↗License: MIT