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tushare-finance

tushare-finance is a skill for Claude Code, Codex from SKYLENAGE-AI/QwenClawBench. It costs 54 tokens per session (545 once invoked), scanned A, original, MIT.

A data-access helper for Chinese mainland A-share stocks, funds, financial statements, and indexes through the Tushare Pro service. A-share means shares listed on mainland Chinese exchanges.

In plain words
What is it for?
Looking up A-share prices and company data, fund net asset values, financial statements, and index information.
Why use it?
It provides a defined way to query Chinese market data, but requires a Tushare API token and does not provide real-time streaming quotes.

Skill for Claude CodeCodex

Which agent this was written for is unclear — built for openclaw. Also seen: built for openclaw.

not rated 61repo 5mo ago A scan 54 tokens original MIT

Good fit Looking up A-share prices and company data, fund net asset values, financial statements, and index information.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/skylenage-ai/qwenclawbench/tushare-finance
View source ↗ SKYLENAGE-AI/QwenClawBench skylenage-ai.github.io
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add SKYLENAGE-AI/QwenClawBench --skill tushare-finance
Clone the repo
git clone --depth 1 https://github.com/SKYLENAGE-AI/QwenClawBench

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for tushare-finance

README.md
[![agentmods](https://agentmods.dev/badge/skills/skylenage-ai/qwenclawbench/tushare-finance/github.svg)](https://agentmods.dev/skills/skylenage-ai/qwenclawbench/tushare-finance)
Your own site
<a href="https://agentmods.dev/skills/skylenage-ai/qwenclawbench/tushare-finance"><img src="https://agentmods.dev/badge/skills/skylenage-ai/qwenclawbench/tushare-finance/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for tushare-finance

Your own site · 80×15
<a href="https://agentmods.dev/skills/skylenage-ai/qwenclawbench/tushare-finance"><img src="https://agentmods.dev/badge/skills/skylenage-ai/qwenclawbench/tushare-finance.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 54 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 545 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00054 $0.00545
Opus 5.5 $0.00022 $0.00218
Sonnet 5.5 $0.00011 $0.00109
Haiku 4.5 $0.00005 $0.00055

Measured 2mo ago against content hash 2593bab88957, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

tushare-finance scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/query.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

bins: ["python3", "curl"]
data/qwenclawbench-v1.1-100/assets/task_00035_delete_installed_skill_directory_with_verification/tushare-finance/SKILL.md · 78 lines

What it actually says

Tushare Finance Skill

Query Chinese A-share market data through Tushare Pro.

When to Use

✅ USE this skill when:

  • "What's the price of 000001.SZ?"
  • "Get daily quotes for Ping An Bank"
  • "Show me the top gainers on the Shanghai exchange"
  • "Financial statements for Kweichow Moutai"
  • Fund NAV lookups, index composition queries

When NOT to Use

❌ DON'T use this skill when:

  • US/European stock data → use Yahoo Finance or Alpha Vantage
  • Crypto prices → use crypto-specific APIs
  • Real-time streaming quotes → Tushare is delayed/EOD
  • News sentiment analysis → use news APIs

Authentication

Requires TUSHARE_TOKEN environment variable. Get a token at https://tushare.pro/register

Commands

Daily Quotes

python3 skills/tushare-finance/scripts/query.py daily --ts_code 000001.SZ --start_date 20240101 --end_date 20240131

Stock Info

python3 skills/tushare-finance/scripts/query.py stock_basic --exchange SSE --list_status L

Financial Statements

python3 skills/tushare-finance/scripts/query.py income --ts_code 600519.SH --period 20231231

Index Data

python3 skills/tushare-finance/scripts/query.py index_daily --ts_code 000001.SH --start_date 20240101

Format Codes

  • ts_code — Tushare stock code (e.g. 000001.SZ, 600519.SH)
  • trade_date — Trading date YYYYMMDD
  • exchange — SSE (Shanghai) or SZSE (Shenzhen)

Notes

  • Rate limits apply based on your Tushare membership tier
  • Free tier: 200 calls/minute, limited historical depth
  • Data is typically EOD (end of day), not real-time
  • All monetary values in CNY unless specified
Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 78 lines · 54 tokens per session scan A 2593bab88957

Subscribe to this mod's changes

tushare-finance is a skill published in the GitHub repository SKYLENAGE-AI/QwenClawBench (61 stars, last pushed 5mo ago), licensed MIT. It adds 54 tokens to every session and 545 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Data and AIFinance and fintech
Related

tushare-finance compared with skills from other repositories

tushare-finance next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
tushare-financeSKYLENAGE-AI/QwenClawBenchSkill615mo agoMITA54Claude Code, Codex
fs-creative-voltagenexu-io/open-designSkill107ktodayApache-2.0A49Claude Code, Codex
ml-strategyHKUDS/Vibe-TradingSkill38ktodayMITA30Claude Code, Codex
technical-basicHKUDS/Vibe-TradingSkill38ktodayMITA48Claude Code, Codex
ai-readinessanthropics/financial-servicesSkill41k12d agoApache-2.0A112Claude Code
merger-modelanthropics/financial-servicesSkill41k12d agoApache-2.0A87Claude Code
tinker-training-costsynthetic-sciences/openscienceSkill4.4ktodayApache-2.0A55Claude Code, Codex