Tushare Data
zillionare/zillionare
面向中文自然语言的 Tushare 数据研究技能。用于把“看看这只股票最近怎么样”“帮我查财报趋势”“最近哪个板块最强”“北向资金在买什么”“给我导出一份行情数据”这类请求，转成可执行的数据获取、清洗、对比、筛选、导出与简要分析流程。适用于 A 股、指数、ETF/基金、财务、估值、资金流、公告新闻、板块概念与宏观数据等研究场景。
Build financial models, backtest trading strategies, and analyze market data.
Install Quant Analyst
$ npx skills add aiskillstore/marketplace --skill quant-analyst -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace quant-analyst --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sickn33/quant-analyst .claude/skills/quant-analyst && rm -rf skills-srcUse ~/.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/
Install the "quant-analyst" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/quant-analyst into .claude/skills/quant-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quant-analyst", 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 install https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/quant-analystType 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.
$ npx skills add aiskillstore/marketplace --skill quant-analyst -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace quant-analyst --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sickn33/quant-analyst .agents/skills/quant-analyst && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "quant-analyst" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/quant-analyst into .agents/skills/quant-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quant-analyst", 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.
$ npx skills add aiskillstore/marketplace --skill quant-analyst -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace quant-analyst --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sickn33/quant-analyst .cursor/skills/quant-analyst && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "quant-analyst" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/quant-analyst into .cursor/skills/quant-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quant-analyst", 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 https://github.com/aiskillstore/marketplace.git --path skills/sickn33/quant-analyst--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aiskillstore/marketplace --skill quant-analyst -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace quant-analyst --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sickn33/quant-analyst .gemini/skills/quant-analyst && rm -rf skills-srcUse ~/.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/
Install the "quant-analyst" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/quant-analyst into .gemini/skills/quant-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quant-analyst", 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.
$ gh skill install aiskillstore/marketplace quant-analystInstalls 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).
$ npx skills add aiskillstore/marketplace --skill quant-analyst -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sickn33/quant-analyst .github/skills/quant-analyst && rm -rf skills-srcUse ~/.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/
Install the "quant-analyst" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/quant-analyst into .github/skills/quant-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quant-analyst", 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.
$ npx skills add aiskillstore/marketplace --skill quant-analyst -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace quant-analyst --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sickn33/quant-analyst .opencode/skills/quant-analyst && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "quant-analyst" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/quant-analyst into .opencode/skills/quant-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "quant-analyst", 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
quant-analyst- GitHub stars
- 430
- Used in
- 8 other repos
- Token cost
- ~458 tokens
- SKILL.md length
- 194 words
- Files
- 2
- Skills in repo
- 1,085
- Repo updated
- First seen
- Licence
- None found
At a glance
Build financial models, backtest trading strategies, and analyze market data.
- Works in 5 steps: Data quality first - clean and validate… → Robust backtesting with transaction… → Risk-adjusted returns over absolute… → …
- Tasks that involve Trading and backtesting
- SKILL.md covers Use this skill when, Do not use this skill when, Instructions and Focus Areas, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Quant Analyst is an agent skill from aiskillstore/marketplace. Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage. Use PROACTIVELY for quantitative finance, trading algorithms, or risk analysis.
Its SKILL.md is about 460 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill-report.json`).
It sits in Business, Finance & HR, covering Trading and backtesting. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Tasks that involve Trading and backtesting
Example prompts
- “/quant-analyst”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Data quality first - clean and validate all inputs
- Robust backtesting with transaction costs and slippage
- Risk-adjusted returns over absolute returns
- Out-of-sample testing to avoid overfitting
- Clear separation of research and production code
What it can do on your machine
Read from SKILL.md and the folder at commit 4ac52da. 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.
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
Quant Analyst loads about 458 tokens when it runs. Until then it costs about 62 tokens; SKILL.md has 194 words of instructions outside code blocks.
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 194 words (~458 tokens).
“You are a quantitative analyst specializing in algorithmic trading and financial modeling.”
- name
- quant-analyst
- metadata.model
- inherit
Files
SKILL.md and 1 other file in skills/sickn33/quant-analyst of aiskillstore/marketplace.
- SKILL.md
- skill-report.json
Open the folder on GitHubat commit 4ac52da
Used in 8 other repositories
We found 26 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 8 other GitHub owners. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.
- majiayu000/claude-skill-registryskills/analysis/quant-analystskills/analysis/antigravity-quant-analyst+8 more
- aAAaqwq/AGI-Super-Teamskills/quant-analyst
- sickn33/agentic-awesome-skillsskills/quant-analystplugins/agentic-awesome-skills/skills/quant-analyst+1 more
- rmyndharis/antigravity-skillsskills/quant-analyst
- agent-skills-hub/agent-skills-hubskills/quant-analyst
- lingxling/awesome-skills-cnantigravity-awesome-skills/skills/quant-analystantigravity-awesome-skills/plugins/agentic-awesome-skills/skills/quant-analyst+1 more
- benjaminasterA/antigravity-awesome-skillsskills/quant-analyst
- henryalouf/ruflow.agents/skills/quant-analyst.agents/skills/antigravity-awesome-skills/skills/quant-analyst+4 more
Compare with similar skills
Quant Analyst 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Quant Analyst this skillaiskillstore/marketplace | 430 | 8 repos | ~458 | Automated safety check: Pass | None | |
| Tushare Datazillionare/zillionare | 318 | 2 repos | ~2.3k | Automated safety check: Pass | None | |
| Tradingview MCPatilaahmettaner/tradingview-mcp | 4.9k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Digital Oraclekomako-workshop/digital-oracle | 867 | — | ~5.9k | Automated safety check: Pass | MIT | |
| Polyclawchainstacklabs/polyclaw | 360 | 1 repos | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Markdownfacioquo/stock-indicators-dotnet | 1.2k | — | ~812 | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Quant Analyst
What does Quant Analyst do?
Build financial models, backtest trading strategies, and analyze market data. Quant Analyst is an agent skill from aiskillstore/marketplace. Build financial models, backtest trading strategies, and analyze market data.
When should I use Quant Analyst?
Quant Analyst fits situations like: tasks that involve Trading and backtesting.
How do I install Quant Analyst in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill quant-analyst -a claude-code`. Or copy the skill folder (skills/sickn33/quant-analyst in aiskillstore/marketplace) into .claude/skills/quant-analyst in your project. Claude Code loads it when a task matches its description.
How do I install Quant Analyst in Codex?
Run `npx skills add aiskillstore/marketplace --skill quant-analyst -a codex`. Or copy the skill folder (skills/sickn33/quant-analyst in aiskillstore/marketplace) into .agents/skills/quant-analyst in your project. Codex loads it when a task matches its description.
Can I use Quant Analyst 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 aiskillstore/marketplace --skill quant-analyst -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/quant-analyst, .gemini/skills/quant-analyst, .github/skills/quant-analyst and .opencode/skills/quant-analyst in your project.
What does Quant Analyst need to run?
SKILL.md names no scripts, command-line tools or credentials: Quant Analyst is instructions for the agent only.
Does Quant Analyst 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 Quant Analyst 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 Quant Analyst use?
No licence was found for Quant Analyst or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Quant Analyst use?
About 458 tokens (SKILL.md is roughly 1.8k 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 Quant Analyst?
Skills that share tags, products or a category with Quant Analyst: Tushare Data (zillionare/zillionare, 318 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 4.9k stars), Digital Oracle (komako-workshop/digital-oracle, 867 stars) and Polyclaw (chainstacklabs/polyclaw, 360 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Quant Analyst?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,085 skills in this directory. The repository was last updated on October 7, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.