tushare-data SKILL.md skillA
tushare-data from agentscope-ai/reme is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add agentscope-ai/reme/tushare-data@v1.1.12Pins v1.1.12 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- agentscope-ai/reme
- Path
skills/tushare-data/SKILL.md- Versions recorded
- 1
- Latest version
- v1.1.12, committed Jul 25, 2026
- Size
- 17,744 bytes
- Repository stars
- 3,752
- License
- Apache-2.0
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。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# tushare-data 把自然语言财经数据请求，转成可执行的 Tushare 数据工作流。 这是一个面向自然语言的金融数据研究 skill。 ## What this skill is for 使用这个 skill 的典型场景： - 看某只股票、指数、ETF 最近走势 - 查公司基本资料、估值、财务趋势 - 做多标的横向对比 - 看资金流、北向资金、龙虎榜、板块强弱 - 梳理公告、新闻、研报、政策线索 - 查看 CPI / PPI / PMI / 社融 / 利率等宏观数据 - 导出 CSV / parquet 供后续分析或回测使用 - 生成简洁研究摘要，而不是只吐原始字段表 先理解用户要解决什么问题，再去选接口、取数、整理、解释、交付。 *** ## When to use 当用户表达以下意图时，优先使用本 skill： ### 行情 / 趋势 - 看下 XX 最近怎么样 - XX 这段时间涨得怎么样 - 今年以来表现如何 - 最近有没有放量 - 这票最近强不强 ### 财务 / 估值 / 公司质量 - 看下 XX 财报 - 最近几个季度利润趋势 - 财务质量怎么样 - 现金流好不好 - 现在估值算高吗 - 帮我看 PE / PB / ROE / 毛利率 ### 对比 / 排行 / 筛选 - XX 和 YY 谁更强 - 帮我横向比较一下 - 哪些公司利润增长更快 - 帮我筛一下高 ROE 低负债 - 给我排个前十 ### 板块 / 指数 / 主题 - 最近哪个板块最强 - 半导体最近怎么样 - 机器人为什么涨 - 指数成分股有哪些 - 哪些主题最热 ### 资金流 / 情绪 - 最近资金在买什么 - 北向资金最近流向哪里 - 哪个板块最吸金 - 主力资金流入最多的是谁 - 龙虎榜上有什么看点 ### 公告 / 新闻 / 研报 / 政策 - 最近有什么公告 - 帮我梳理下 XX 公告 - 最近有没有什么催化 - 最近新闻面怎么样 - 最近有什么重要政策 ### 宏观 / 跨市场 - 最近宏观环境怎么样 - CPI / PMI 最近怎么看 - 当前市场风格偏什么 - 大盘环境偏多还是偏空 - 港股 / 美股 / 美债最近怎么样 ### 数据导出 / 研究准备 - 给我导出一份行情数据 - 把近两年日线拉成 CSV - 生成可回测的数据表 - 拉一个研究表供后续分析 *** ## What this skill is NOT for 这个 skill 不适合： - 直接给买卖建议或替代投资顾问 - 自动下单或执行交易 - 需要毫秒级实时交易决策的场景 - 复杂回测引擎、组合优化系统本身的实现（那是另一个工程） - 在没有 Tushare 权限/积分支持的情况下强行伪造数据 …
Read the whole file at its exact version.
How to install
mdr add agentscope-ai/reme/tushare-data@sha256:cff55673023ec019The line at the top of this page pins the label v1.1.12, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_c7j7zwuvfv2jh7qr)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 25, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (17744 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
agentscope-ai/reme · 3,752 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_c7j7zwuvfv2jh7qr GET https://markdownregistry.com/api/v1/resolve?ref=agentscope-ai/reme/tushare-data GET https://markdownregistry.com/api/v1/blob/cff55673023ec019a8035a8d1824c66a7528003f6a431b93256a89f004837bea
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.