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AI Stock Analyst

An A-share analyst skill using AkShare for quotes, indicators, valuation, news and scored reports.

83VF score
Maintainer
chienchandler
Market coverage
A-share
GitHub stars
Repository popularity
Updated
2026-03
Best for

Chinese-market users who want a guided single-stock report from a ticker or company name.

Implementation statusGuide reviewed · 2026-03
Implementation status

a-share

Expected result

Focused A-share intent

Known failure mode

Unofficial upstream endpoints can break

Compatibility

A-share

Why it stands out

  • Focused A-share intent
  • Combines data retrieval and reporting
  • Explicit trigger boundaries

Risks and limitations

  • Unofficial upstream endpoints can break
  • Scores should not be treated as recommendations

Examples and expected outcomes

Example 1

Generate a sourced A-share brief

  • Sourced evidence
  • Repeatable steps
  • Explicit uncertainty
Example 2

Compare valuation and money-flow signals

  • Sourced evidence
  • Repeatable steps
  • Explicit uncertainty
Example 3

Screen a ticker list with transparent rules

  • Sourced evidence
  • Repeatable steps
  • Explicit uncertainty

Access requirements

Keys and runtime

No AkShare key; Python and network access required

License and data rights

AkShare aggregates sources with separate terms

Rate limits

Cache results and avoid high-concurrency full-market scans

Connect to your Agent

Claude config
claude skill add --url github.com/openclaw/skills/tree/main/skills/chienchandler/ai-stock-analyst

# Project-scoped Agent Skill layout
.claude/skills/ai-stock-analyst-review/SKILL.md
.claude/skills/ai-stock-analyst-review/references/

# Restart Claude Code and confirm discovery.
Prompt example

“Use AI Stock Analyst to research 600519. List sources and timestamps first, then separate facts, calculations, risks and missing data. Do not give personalized trading advice.”

When not to use it

  • Unofficial upstream endpoints can break
  • Scores should not be treated as recommendations
Installation

AI Stock Analyst

Terminal
claude skill add --url github.com/openclaw/skills/tree/main/skills/chienchandler/ai-stock-analyst

Before you install

Review the current license and source code, pin a version, keep credentials out of prompts, and start with read-only permissions.

Project-specific questions

What can AI Stock Analyst do in a real workflow?

Focused A-share intent Combines data retrieval and reporting Explicit trigger boundaries

What access and compatibility does AI Stock Analyst require?

· A-share

What is the main implementation risk with AI Stock Analyst?

Unofficial upstream endpoints can break Scores should not be treated as recommendations

View sourceExplore agent setup templates
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