Agent skill

Tushare Index

A skill your agent uses when querying Shenwan industry index (申万) daily data, sector constituents, or global market indices (S&P 500, Nikkei, HSI) using tushare-cli.

MITAuto-check passedBusiness, Finance & HR

Install Tushare Index

skills CLI

$ npx skills add oopslink/trading-skills --skill tushare-index -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install oopslink/trading-skills tushare-index --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/oopslink/trading-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/tushare-index .claude/skills/tushare-index && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "tushare-index" agent skill from https://github.com/oopslink/trading-skills/tree/main/skills/tushare-index into .claude/skills/tushare-index/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tushare-index", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/oopslink/trading-skills/tree/main/skills/tushare-index

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add oopslink/trading-skills --skill tushare-index -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install oopslink/trading-skills tushare-index --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/oopslink/trading-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/tushare-index .agents/skills/tushare-index && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "tushare-index" agent skill from https://github.com/oopslink/trading-skills/tree/main/skills/tushare-index into .agents/skills/tushare-index/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tushare-index", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add oopslink/trading-skills --skill tushare-index -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install oopslink/trading-skills tushare-index --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/oopslink/trading-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/tushare-index .cursor/skills/tushare-index && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "tushare-index" agent skill from https://github.com/oopslink/trading-skills/tree/main/skills/tushare-index into .cursor/skills/tushare-index/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tushare-index", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/oopslink/trading-skills.git --path skills/tushare-index

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add oopslink/trading-skills --skill tushare-index -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install oopslink/trading-skills tushare-index --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/oopslink/trading-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/tushare-index .gemini/skills/tushare-index && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "tushare-index" agent skill from https://github.com/oopslink/trading-skills/tree/main/skills/tushare-index into .gemini/skills/tushare-index/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tushare-index", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install oopslink/trading-skills tushare-index

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add oopslink/trading-skills --skill tushare-index -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/oopslink/trading-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/tushare-index .github/skills/tushare-index && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "tushare-index" agent skill from https://github.com/oopslink/trading-skills/tree/main/skills/tushare-index into .github/skills/tushare-index/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tushare-index", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add oopslink/trading-skills --skill tushare-index -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install oopslink/trading-skills tushare-index --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/oopslink/trading-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/tushare-index .opencode/skills/tushare-index && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "tushare-index" agent skill from https://github.com/oopslink/trading-skills/tree/main/skills/tushare-index into .opencode/skills/tushare-index/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tushare-index", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: tushare-index
GitHub stars: 176
Token cost: ~352 tokens
SKILL.md length: 65 words
Files: 1
Skills in repo: 9
Repo updated: May 24, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

A skill your agent uses when querying Shenwan industry index (申万) daily data, sector constituents, or global market indices (S&P 500, Nikkei, HSI) using tushare-cli.

Querying Shenwan industry index (申万) daily data
SKILL.md covers Commands, Key Shenwan L1 Codes and Common Workflow
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
Sector constituents

What it does

Tushare Index is an agent skill from oopslink/trading-skills. Use when querying Shenwan industry index (申万) daily data, sector constituents, or global market indices (S&P 500, Nikkei, HSI) using tushare-cli. Triggers on: 申万, 行业指数, 成分股, 全球指数.

Its SKILL.md is about 350 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Business, Finance & HR. The licence is MIT.

When your agent uses it

Querying Shenwan industry index (申万) daily data
Sector constituents
Global market indices (S&P 500
HSI) using tushare-cli

Example prompts

“/tushare-index”

What it can do on your machine

Read from SKILL.md and the folder at commit 81fc72f. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Tushare Index loads about 352 tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 65 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~48
When it runs · the whole SKILL.md, loaded when a task matches: ~352

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from oopslink/trading-skills at commit 81fc72f, republished under its MIT licence (© oopslink). 65 words, ~352 tokens.

Download SKILL.mdSave it as .claude/skills/tushare-index/SKILL.md (or your agent's skills folder).

name: tushare-index
description: Use when querying Shenwan industry index (申万) daily data, sector constituents, or global market indices (S&P 500, Nikkei, HSI) using tushare-cli. Triggers on: 申万, 行业指数, 成分股, 全球指数.

tushare-index: Shenwan & Global Index Queries

Commands

bash

# Shenwan index daily data
tushare-cli index sw-daily --ts-code 801010.SI --start 20240101 --end 20240201

# List Shenwan codes by level
tushare-cli index classify           # all L1 codes
tushare-cli index classify --level 2 # L2 codes

# Constituent stocks of a Shenwan index
tushare-cli index sw-members --ts-code 801010.SI

# Global indices
tushare-cli index global

Key Shenwan L1 Codes

Code	Sector	Code	Sector
801010.SI	Agriculture	801080.SI	Electronics
801020.SI	Mining	801110.SI	Home Appliances
801030.SI	Chemicals	801140.SI	Retail
801040.SI	Steel	801160.SI	Public Utilities
801170.SI	Transportation	801180.SI	Real Estate
801200.SI	Finance	801210.SI	Banks
801230.SI	Non-ferrous	801750.SI	Computers
801760.SI	Media	801770.SI	Telecom
801780.SI	Financials	801790.SI	Non-bank Finance
801880.SI	Autos	801890.SI	Machinery

Common Workflow

All stocks in a sector

bash

tushare-cli index sw-members --ts-code 801080.SI   # Electronics constituents

Files

Just SKILL.md in skills/tushare-index of oopslink/trading-skills.

Open the folder on GitHubat commit 81fc72f

Compare with similar skills

Tushare Index next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Tushare Index compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Tushare Index this skilloopslink/trading-skills	176	—	~352	Automated safety check: Pass	MIT	4 mo ago
Technical Analysttradermonty/claude-trading-skills	3k	5 repos	~4.6k	Automated safety check: Pass	MIT	2 days ago
Creating Financial ModelsChen-zexi/open-ptc-agent	729	4 repos	~1.3k	Automated safety check: Pass	MIT	8 mo ago
Stock APIzhangxiangliang/stock-api	2k	—	~507	Automated safety check: Pass	MIT	today
Theme Detectortradermonty/claude-trading-skills	3k	2 repos	~4.9k	Automated safety check: Pass	MIT	2 days ago
Itr Walakaranb192/itr-wala	871	—	~3.6k	Automated safety check: Pass	MIT	4 days ago

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Questions about Tushare Index

What does Tushare Index do?

A skill your agent uses when querying Shenwan industry index (申万) daily data, sector constituents, or global market indices (S&P 500, Nikkei, HSI) using tushare-cli. Tushare Index is an agent skill from oopslink/trading-skills. Use when querying Shenwan industry index (申万) daily data, sector constituents, or global market indices (S&P 500, Nikkei, HSI) using tushare-cli.

When should I use Tushare Index?

Tushare Index fits situations like: querying Shenwan industry index (申万) daily data; sector constituents; global market indices (S&P 500; HSI) using tushare-cli.

How do I install Tushare Index in Claude Code?

Run `npx skills add oopslink/trading-skills --skill tushare-index -a claude-code`. Or copy the skill folder (skills/tushare-index in oopslink/trading-skills) into .claude/skills/tushare-index in your project. Claude Code loads it when a task matches its description.

How do I install Tushare Index in Codex?

Run `npx skills add oopslink/trading-skills --skill tushare-index -a codex`. Or copy the skill folder (skills/tushare-index in oopslink/trading-skills) into .agents/skills/tushare-index in your project. Codex loads it when a task matches its description.

Can I use Tushare Index in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add oopslink/trading-skills --skill tushare-index -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tushare-index, .gemini/skills/tushare-index, .github/skills/tushare-index and .opencode/skills/tushare-index in your project.

What does Tushare Index need to run?

SKILL.md names no scripts, command-line tools or credentials: Tushare Index is instructions for the agent only.

Does Tushare Index access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Tushare Index safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Tushare Index use?

Tushare Index is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Tushare Index use?

About 352 tokens (SKILL.md is roughly 1.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Tushare Index?

Skills that share tags, products or a category with Tushare Index: Technical Analyst (tradermonty/claude-trading-skills, 3k stars), Creating Financial Models (Chen-zexi/open-ptc-agent, 729 stars), Stock API (zhangxiangliang/stock-api, 2k stars) and Theme Detector (tradermonty/claude-trading-skills, 3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tushare Index?

oopslink (a GitHub user) maintains it in oopslink/trading-skills, which has 176 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on May 24, 2026.

Source: oopslink/trading-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Tushare Index

Install Tushare Index

Facts

At a glance

What it does

When your agent uses it

Example prompts

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

tushare-index: Shenwan & Global Index Queries

Commands

Key Shenwan L1 Codes

Common Workflow

All stocks in a sector

Files

Compare with similar skills

Similar skills

Technical Analyst

Creating Financial Models

Stock API

Theme Detector

Itr Wala

Tushare Data

More from oopslink/trading-skills

Trading Analysis

Tushare Stock

Miniqmt CLI

Tushare Alpha

Tushare Concepts

Tushare Futures

Questions about Tushare Index

Install Tushare Index

Facts

At a glance

What it does

When your agent uses it

Example prompts

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

tushare-index: Shenwan & Global Index Queries

Commands

Key Shenwan L1 Codes

Common Workflow

All stocks in a sector

Files

Compare with similar skills

Similar skills

More from oopslink/trading-skills

Related

Questions about Tushare Index