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A-Share Market Analyst

Pulls China A-share market data via AKShare and produces technical, fundamental, and multi-factor screening reports.

Data & AnalyticsIntermediate★ 721⑂ 130AI score 9/10Last updated: Aug 13, 2026

What it does

  • Fetches data with AKShare (free, no API token): full-market real-time quotes, adjusted daily candles, industry/concept sector performance, block-trade board, and per-stock money flow.
  • Runs a technical workflow: 60+ days of candles, MACD/KDJ/RSI/Bollinger calculations, candlestick pattern recognition, trend plus support/resistance levels and a technical score.
  • Runs a fundamental workflow: revenue and profit growth, ROE, margins, PE/PB/PS valuation, and a margin-of-safety read.
  • Screens stocks with an included multi-factor strategy script that filters out ST and suspended tickers, then formats results into ready-made single-stock and daily watchlist templates.
  • Enforces a pre-delivery checklist: mandatory "not investment advice" disclaimer, data timestamps and 15-minute delay notes, no buy/sell directives, and "not backtested" labels.

Who it's for

  • Retail investors and analysts researching mainland Chinese equities.
  • Quant beginners who want hands-on practice with real market data in Python.
  • Anyone writing recurring daily market briefings.

Example uses

  1. "Give me today's pre-market A-share briefing" → index moves, top 5 hot sectors, limit-up and consecutive limit-up names, watchlist.
  2. "Do a technical read on 000001" → candles pulled, MACD/KDJ/RSI computed, support/resistance and score in a formatted report.
  3. "Screen today with the multi-factor strategy" → runs strategy_multi_factor.py and returns a candidate table with risk disclosures.

· · · 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)

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

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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.

  1. Open a terminal and clone the repo: git clone https://github.com/staruhub/ClaudeSkills.git
  2. Create the skills folder: mkdir -p ~/.claude/skills
  3. Copy just this skill: cp -r ClaudeSkills/lab/Geek-skills-a-share-analyst ~/.claude/skills/a-share-analyst
  4. Install the data dependency: pip install akshare pandas (add --break-system-packages if your environment requires it).
  5. Restart Claude Code, then ask something like "analyze A-share market today" to trigger the skill.
  6. If a script errors on function or column names, run pip install -U akshare and check the current AKShare docs.
  7. Remember the data may lag 15 minutes and all output is research-only, not investment advice.
View source on GitHub ↗License: MIT