Agent skill

Tushare Alpha

by oopslink in oopslink/trading-skills

A skill your agent uses when performing sector rotation analysis, ranking Shenwan industry sectors by return or momentum, or building a sector strategy screen using tushare-cli.

MITAuto-check passedBusiness, Finance & HR

Install Tushare Alpha

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

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

GitHub CLI
$ gh skill install oopslink/trading-skills tushare-alpha --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-alpha .claude/skills/tushare-alpha && 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/

Facts

Skill name
tushare-alpha
GitHub stars
176
Token cost
~281 tokens
SKILL.md length
17 words
Files
1
Skills in repo
9
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when performing sector rotation analysis, ranking Shenwan industry sectors by return or momentum, or building a sector strategy screen using tushare-cli.

  • Performing sector rotation analysis
  • SKILL.md covers Commands and Common Workflows
  • Calls jq
  • Ranking Shenwan industry sectors by return

What it does

Tushare Alpha is an agent skill from oopslink/trading-skills. Use when performing sector rotation analysis, ranking Shenwan industry sectors by return or momentum, or building a sector strategy screen using tushare-cli. Triggers on: 行业轮动, 板块排名, 行业强弱, 动量, sector rotation.

Its SKILL.md is about 280 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

  • Performing sector rotation analysis
  • Ranking Shenwan industry sectors by return
  • Building a sector strategy screen using tushare-cli
  • Sector rotation

Example prompts

  • “/tushare-alpha”

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

    Shell commands in SKILL.md call:

    • jq

    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 Alpha loads about 281 tokens when it runs. Until then it costs about 56 tokens; SKILL.md has 17 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~56
When it runs · the whole SKILL.md, loaded when a task matches
~281

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). 17 words, ~281 tokens.

Download SKILL.mdSave it as .claude/skills/tushare-alpha/SKILL.md (or your agent's skills folder).
name
tushare-alpha
description
Use when performing sector rotation analysis, ranking Shenwan industry sectors by return or momentum, or building a sector strategy screen using tushare-cli. Triggers on: 行业轮动, 板块排名, 行业强弱, 动量, sector rotation.

tushare-alpha: Sector Rotation & Ranking

Commands

bash
tushare-cli alpha rank-l1          --end-date 20240201   # L1 sector ranking
tushare-cli alpha rank-l2          --end-date 20240201   # L2 sector ranking
tushare-cli alpha rank-l1-velocity --end-date 20240201   # L1 momentum / velocity
tushare-cli alpha rank-l2-velocity --end-date 20240201   # L2 momentum / velocity
tushare-cli alpha rank-l1-full     --end-date 20240201   # L1 full detail
tushare-cli alpha sector-strategy  --sector-code 801010.SI --end-date 20240201

Common Workflows

Top 5 sectors by today's return
bash
tushare-cli --format json alpha rank-l1 --end-date 20240201 | \
  jq 'sort_by(-.pct_chg) | .[:5]'
Momentum leaders (velocity ranking)
bash
tushare-cli --format json alpha rank-l1-velocity --end-date 20240201 | \
  jq 'sort_by(-.velocity) | .[:5]'

© oopslink, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

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

Open the folder on GitHubat commit 81fc72f

Compare with similar skills

Tushare Alpha 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 Alpha compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Tushare Alpha this skilloopslink/trading-skills176—~281Automated safety check: PassMIT
Technical Analysttradermonty/claude-trading-skills3k5 repos~4.6kAutomated safety check: PassMIT
Creating Financial ModelsChen-zexi/open-ptc-agent7304 repos~1.3kAutomated safety check: PassMIT
Theme Detectortradermonty/claude-trading-skills3k2 repos~4.9kAutomated safety check: PassMIT
Stock APIzhangxiangliang/stock-api2k—~507Automated safety check: PassMIT
Itr Walakaranb192/itr-wala871—~3.6kAutomated safety check: PassMIT

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  • Tushare Concepts

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Questions about Tushare Alpha

What does Tushare Alpha do?

A skill your agent uses when performing sector rotation analysis, ranking Shenwan industry sectors by return or momentum, or building a sector strategy screen using tushare-cli. Tushare Alpha is an agent skill from oopslink/trading-skills. Use when performing sector rotation analysis, ranking Shenwan industry sectors by return or momentum, or building a sector strategy screen using tushare-cli.

When should I use Tushare Alpha?

Tushare Alpha fits situations like: performing sector rotation analysis; ranking Shenwan industry sectors by return; building a sector strategy screen using tushare-cli; sector rotation.

How do I install Tushare Alpha in Claude Code?

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

How do I install Tushare Alpha in Codex?

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

Can I use Tushare Alpha 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-alpha -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-alpha, .gemini/skills/tushare-alpha, .github/skills/tushare-alpha and .opencode/skills/tushare-alpha in your project.

What does Tushare Alpha need to run?

Going by SKILL.md and its folder, Tushare Alpha needs the command-line tools its instructions call (jq).

Does Tushare Alpha 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 Alpha 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 Alpha use?

Tushare Alpha 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 Alpha use?

About 281 tokens (SKILL.md is roughly 1.1k 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 Alpha?

Skills that share tags, products or a category with Tushare Alpha: Technical Analyst (tradermonty/claude-trading-skills, 3k stars), Creating Financial Models (Chen-zexi/open-ptc-agent, 730 stars), Theme Detector (tradermonty/claude-trading-skills, 3k stars) and Stock API (zhangxiangliang/stock-api, 2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tushare Alpha?

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.