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。
基于退哥短线交易规则的A股场景化决策技能。Use when 用户要按交易场景查看短线规则、做选股、判断趋势回踩、涨停回调、连板接力、洗盘结束、卖出失效或仓位纪律。
Install Tuige Shortline Trading
$ npx skills add shouldnotappearcalm/a-share-skill --skill tuige-shortline-trading -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install shouldnotappearcalm/a-share-skill tuige-shortline-trading --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/shouldnotappearcalm/a-share-skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/tuige-shortline-trading .claude/skills/tuige-shortline-trading && 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 "tuige-shortline-trading" agent skill from https://github.com/shouldnotappearcalm/a-share-skill/tree/main/tuige-shortline-trading into .claude/skills/tuige-shortline-trading/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tuige-shortline-trading", 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/shouldnotappearcalm/a-share-skill/tree/main/tuige-shortline-tradingType 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 shouldnotappearcalm/a-share-skill --skill tuige-shortline-trading -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install shouldnotappearcalm/a-share-skill tuige-shortline-trading --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shouldnotappearcalm/a-share-skill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/tuige-shortline-trading .agents/skills/tuige-shortline-trading && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tuige-shortline-trading" agent skill from https://github.com/shouldnotappearcalm/a-share-skill/tree/main/tuige-shortline-trading into .agents/skills/tuige-shortline-trading/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tuige-shortline-trading", 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 shouldnotappearcalm/a-share-skill --skill tuige-shortline-trading -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install shouldnotappearcalm/a-share-skill tuige-shortline-trading --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shouldnotappearcalm/a-share-skill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/tuige-shortline-trading .cursor/skills/tuige-shortline-trading && 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 "tuige-shortline-trading" agent skill from https://github.com/shouldnotappearcalm/a-share-skill/tree/main/tuige-shortline-trading into .cursor/skills/tuige-shortline-trading/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tuige-shortline-trading", 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/shouldnotappearcalm/a-share-skill.git --path tuige-shortline-trading--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 shouldnotappearcalm/a-share-skill --skill tuige-shortline-trading -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install shouldnotappearcalm/a-share-skill tuige-shortline-trading --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shouldnotappearcalm/a-share-skill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/tuige-shortline-trading .gemini/skills/tuige-shortline-trading && 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 "tuige-shortline-trading" agent skill from https://github.com/shouldnotappearcalm/a-share-skill/tree/main/tuige-shortline-trading into .gemini/skills/tuige-shortline-trading/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tuige-shortline-trading", 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 shouldnotappearcalm/a-share-skill tuige-shortline-tradingInstalls 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 shouldnotappearcalm/a-share-skill --skill tuige-shortline-trading -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/shouldnotappearcalm/a-share-skill.git skills-src && mkdir -p .github/skills && cp -r skills-src/tuige-shortline-trading .github/skills/tuige-shortline-trading && 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 "tuige-shortline-trading" agent skill from https://github.com/shouldnotappearcalm/a-share-skill/tree/main/tuige-shortline-trading into .github/skills/tuige-shortline-trading/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tuige-shortline-trading", 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 shouldnotappearcalm/a-share-skill --skill tuige-shortline-trading -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install shouldnotappearcalm/a-share-skill tuige-shortline-trading --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/shouldnotappearcalm/a-share-skill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/tuige-shortline-trading .opencode/skills/tuige-shortline-trading && 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 "tuige-shortline-trading" agent skill from https://github.com/shouldnotappearcalm/a-share-skill/tree/main/tuige-shortline-trading into .opencode/skills/tuige-shortline-trading/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tuige-shortline-trading", 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
tuige-shortline-trading- GitHub stars
- 243
- Token cost
- ~687 tokens
- SKILL.md length
- 143 words
- Files
- 10
- Skills in repo
- 7
- Repo updated
- First seen
- Licence
- MIT
At a glance
基于退哥短线交易规则的A股场景化决策技能。Use when 用户要按交易场景查看短线规则、做选股、判断趋势回踩、涨停回调、连板接力、洗盘结束、卖出失效或仓位纪律。
- Works in 5 steps: 先读 market-regime.md → 再读 stock-selection.md → 根据场景进入以下文档 → …
- 用户要按交易场景查看短线规则、做选股、判断趋势回踩、涨停回调、连板接力、洗盘结束、卖出失效或仓位纪律
- SKILL.md covers 适用范围, 能力边界, 推荐使用顺序 and 场景地图, plus 3 more sections
- Calls python3
What it does
Tuige Shortline Trading is an agent skill from shouldnotappearcalm/a-share-skill. 基于退哥短线交易规则的A股场景化决策技能。Use when 用户要按交易场景查看短线规则、做选股、判断趋势回踩、涨停回调、连板接力、洗盘结束、卖出失效或仓位纪律。
Its SKILL.md is about 690 tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files (for example `api-reference/exit-failure-rules.md`, `api-reference/glossary.md` and `api-reference/limit-up-pullback-setups.md`).
It sits in Business, Finance & HR, covering Trading and backtesting. The repository describes itself as: A股数据分析、量化选股与模拟交易 Skill 集合，支持实时行情、历史K线、技术指标、自定义交易策略与模拟买入、卖出交易账户. The licence is MIT.
When your agent uses it
- 用户要按交易场景查看短线规则、做选股、判断趋势回踩、涨停回调、连板接力、洗盘结束、卖出失效或仓位纪律
- Tasks that involve Trading and backtesting
Example prompts
- “/tuige-shortline-trading”
Requirements
- Python 3
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- 先读 market-regime.md
- 再读 stock-selection.md
- 根据场景进入以下文档
- 最后用 exit-failure-rules.md 和 position-discipline.md 复核
- 如需统一术语，查 glossary.md
What it can do on your machine
Read from SKILL.md and the folder at commit f145273. 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:
python3
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
Tuige Shortline Trading loads about 687 tokens when it runs. Until then it costs about 26 tokens; SKILL.md has 143 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
The full file from shouldnotappearcalm/a-share-skill at commit f145273, republished under its MIT licence (© shouldnotappearcalm). 143 words, ~687 tokens.
Download SKILL.mdSave it as
.claude/skills/tuige-shortline-trading/SKILL.md (or your agent's skills folder). This skill also uses 9 other files; get the full folder from GitHub.- name
- tuige-shortline-trading
- description
- 基于退哥短线交易规则的A股场景化决策技能。Use when 用户要按交易场景查看短线规则、做选股、判断趋势回踩、涨停回调、连板接力、洗盘结束、卖出失效或仓位纪律。
Tuige Shortline Trading
适用范围
这个 skill 用来把退哥体系中的短线规则整理成可复用的决策框架，重点回答 4 类问题：
- 当前市场环境适合做什么
- 哪些股票值得进入观察和候选池
- 不同交易场景下的触发条件与失效条件
- 仓位、纪律、退出规则如何统一约束
能力边界
- 输出的是决策参考，不是收益承诺
- 优先使用结构化规则，不直接复述口号
- 不自动下单，不替代回测，不代替投顾
- 遇到模糊概念时先回到
glossary.md
推荐使用顺序
- 先读 market-regime.md
- 再读 stock-selection.md
- 根据场景进入以下文档：
- 最后用 exit-failure-rules.md 和 position-discipline.md 复核
- 如需统一术语，查 glossary.md
场景地图
api-reference/market-regime.md- 先判断今天是否允许激进短线、仅允许回调确认，还是应该空仓
api-reference/stock-selection.md- 统一股票池构建、强势股筛选、回避规则
api-reference/trend-setups.md- 处理趋势延续、回踩均线、缩量整理后的再起
api-reference/limit-up-pullback-setups.md- 处理涨停后整理结构，例如三阴不破阳、揉搓线、缩倍量回调
api-reference/relay-setups.md- 处理一进二、二进三、2+2 这类高风险接力
api-reference/washout-breakout-setups.md- 处理黄金坑、假跌破、极度缩量后放量突破等洗盘末端确认
api-reference/exit-failure-rules.md- 统一止盈兑现、趋势失效、结构失败、风险离场
api-reference/position-discipline.md- 统一仓位等级、试错纪律、降频规则
标准输出模板
输出时统一包含以下结构：
- 当前市场环境
- 今日允许使用的场景模块
- 候选池分级
- 当前结构类型
- 触发条件
- 失效条件
- 卖出观察点
- 仓位建议
- 明确回避原因
单只标的建议使用以下字段组织：
- 标的
- 所属题材
- 当前结构
- 入场依据
- trigger
- invalidation
- 卖出参考
- risk
- position_grade
使用约束
- 所有结论尽量写成“条件 / 风险 / 失效”
- 没有触发，不算买点
- 市场环境是总开关，环境不支持时不强行升级结论
- 同一只标的若同时命中多个场景，优先保留风险更低、定义更清晰的场景解释
工程化转换
当前目录已提供可执行脚本，采用统一的 daily_decisions / realtime_quotes / strategy_lab 结构：
scripts/daily_decisions.py- 主板流动性池扫描 +
trend_pullback信号 - 输出两类买入参考：
from_previous_day_close与from_last_close - 支持持仓文件卖出信号检查
- 默认最大持仓上限
8（可通过--max-holdings下调）
- 主板流动性池扫描 +
scripts/realtime_quotes.py- 对指定代码批量拉取现价快照
scripts/strategy_lab/strategy_params.py- 参数与仓位上限配置
scripts/strategy_lab/strategies.py- 规则引擎核心（当前版本：趋势回踩 + RSI 区间 + 失效退出）
运行
SKILL_DIR="<本 skill 绝对路径>"
python3 "$SKILL_DIR/scripts/daily_decisions.py" --json常用参数：
--top-n：股票池大小，默认 120--max-holdings：最大持仓上限，默认 8--max-buys：买入输出上限，默认 8（最终会再受max-holdings约束）--holdings：持仓文件路径，一行一个代码--roundtrip-cost-bps：成本过滤，默认 45--entry-consensus-min：鲁棒一致性阈值，默认 0.67--disable-robust-check：关闭鲁棒性检查（仅调试）
说明
- 当前工程化版本是
tuige_shortline_v1，优先落地“可量化且可复测”的部分。 - 题材语义、公告语义、盘口封单博弈等仍属于下一阶段增强项。
© shouldnotappearcalm, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 9 other files in tuige-shortline-trading of shouldnotappearcalm/a-share-skill.
- SKILL.md
- api-reference/exit-failure-rules.md
- api-reference/glossary.md
- api-reference/limit-up-pullback-setups.md
- api-reference/market-regime.md
- api-reference/position-discipline.md
- api-reference/relay-setups.md
- api-reference/stock-selection.md
- api-reference/trend-setups.md
- api-reference/washout-breakout-setups.md
Open the folder on GitHubat commit f145273
Compare with similar skills
Tuige Shortline Trading 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 |
|---|---|---|---|---|---|---|
| Tuige Shortline Trading this skillshouldnotappearcalm/a-share-skill | 243 | — | ~687 | Automated safety check: Pass | MIT | |
| Tushare Datazillionare/zillionare | 322 | 2 repos | ~2.3k | Automated safety check: Pass | None | |
| Tradingview MCPatilaahmettaner/tradingview-mcp | 5k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Digital Oraclekomako-workshop/digital-oracle | 878 | — | ~5.9k | Automated safety check: Pass | MIT | |
| Polyclawchainstacklabs/polyclaw | 359 | 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
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Questions about Tuige Shortline Trading
What does Tuige Shortline Trading do?
基于退哥短线交易规则的A股场景化决策技能。Use when 用户要按交易场景查看短线规则、做选股、判断趋势回踩、涨停回调、连板接力、洗盘结束、卖出失效或仓位纪律。. Tuige Shortline Trading is an agent skill from shouldnotappearcalm/a-share-skill.
When should I use Tuige Shortline Trading?
Tuige Shortline Trading fits situations like: 用户要按交易场景查看短线规则、做选股、判断趋势回踩、涨停回调、连板接力、洗盘结束、卖出失效或仓位纪律; tasks that involve Trading and backtesting.
How do I install Tuige Shortline Trading in Claude Code?
Run `npx skills add shouldnotappearcalm/a-share-skill --skill tuige-shortline-trading -a claude-code`. Or copy the skill folder (tuige-shortline-trading in shouldnotappearcalm/a-share-skill) into .claude/skills/tuige-shortline-trading in your project. Claude Code loads it when a task matches its description.
How do I install Tuige Shortline Trading in Codex?
Run `npx skills add shouldnotappearcalm/a-share-skill --skill tuige-shortline-trading -a codex`. Or copy the skill folder (tuige-shortline-trading in shouldnotappearcalm/a-share-skill) into .agents/skills/tuige-shortline-trading in your project. Codex loads it when a task matches its description.
Can I use Tuige Shortline Trading 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 shouldnotappearcalm/a-share-skill --skill tuige-shortline-trading -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tuige-shortline-trading, .gemini/skills/tuige-shortline-trading, .github/skills/tuige-shortline-trading and .opencode/skills/tuige-shortline-trading in your project.
What does Tuige Shortline Trading need to run?
Going by SKILL.md and its folder, Tuige Shortline Trading needs the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Tuige Shortline Trading 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 Tuige Shortline Trading 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 Tuige Shortline Trading use?
Tuige Shortline Trading 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 Tuige Shortline Trading use?
About 687 tokens (SKILL.md is roughly 2.7k 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 Tuige Shortline Trading?
Skills that share tags, products or a category with Tuige Shortline Trading: Tushare Data (zillionare/zillionare, 322 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars), Digital Oracle (komako-workshop/digital-oracle, 878 stars) and Polyclaw (chainstacklabs/polyclaw, 359 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Tuige Shortline Trading?
shouldnotappearcalm (a GitHub user) maintains it in shouldnotappearcalm/a-share-skill, which has 243 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on October 11, 2026.
Source: shouldnotappearcalm/a-share-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.