Agent skill

A Share Dragon Tiger

by aifinlab in aifinlab/FinClaw

A股龙虎榜分析/游资追踪。当用户说"龙虎榜"、"游资"、"营业部"、"席位"、"涨停分析"、"dragon tiger"、"谁在买"、"机构席位"、"游资大佬"、"XX上龙虎榜了吗"时触发。基于 efinance 龙虎榜数据,分析个股上榜原因、买卖席位、机构vs游资博弈、近期龙虎榜活跃股。支持券商研报风格(formal)和快速解读风格(brief)。不适用于北向资金分析(用…

Apache-2.0Auto-check passed

Install A Share Dragon Tiger

skills CLI
$ npx skills add aifinlab/FinClaw --skill a-share-dragon-tiger -a claude-code

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

GitHub CLI
$ gh skill install aifinlab/FinClaw a-share-dragon-tiger --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/aifinlab/FinClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/a-share-dragon-tiger .claude/skills/a-share-dragon-tiger && 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
a-share-dragon-tiger
GitHub stars
255
Token cost
~490 tokens
SKILL.md length
81 words
Files
3 (incl. scripts, references)
Skills in repo
74
Repo updated
First seen
Licence
Apache-2.0

At a glance

A股龙虎榜分析/游资追踪。当用户说"龙虎榜"、"游资"、"营业部"、"席位"、"涨停分析"、"dragon tiger"、"谁在买"、"机构席位"、"游资大佬"、"XX上龙虎榜了吗"时触发。基于 efinance 龙虎榜数据,分析个股上榜原因、买卖席位、机构vs游资博弈、近期龙虎榜活跃股。支持券商研报风格(formal)和快速解读风格(brief)。不适用于北向资金分析(用…

  • Works in 5 steps: 确定分析范围 → 数据获取 → 席位分析 → …
  • SKILL.md covers 数据源, Workflow and 关键规则
  • Runs Python scripts from its folder; calls python

What it does

A Share Dragon Tiger is an agent skill from aifinlab/FinClaw. A股龙虎榜分析/游资追踪。当用户说"龙虎榜"、"游资"、"营业部"、"席位"、"涨停分析"、"dragon tiger"、"谁在买"、"机构席位"、"游资大佬"、"XX上龙虎榜了吗"时触发。基于 efinance 龙虎榜数据,分析个股上榜原因、买卖席位、机构vs游资博弈、近期龙虎榜活跃股。支持券商研报风格(formal)和快速解读风格(brief)。不适用于北向资金分析(用 a-share-northbound)或基金持仓(用 a-share-fund-holding)。

Its SKILL.md is about 490 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts and reference files (for example `references/dragon-tiger-guide.md` and `scripts/dragon_tiger.py`).

The licence is Apache-2.0.

Example prompts

  • “dragon tiger”
  • “XX上龙虎榜了吗”
  • “/a-share-dragon-tiger”

Requirements

  • Python 3

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. 确定分析范围
  2. 数据获取
  3. 席位分析
  4. 关联分析
  5. 输出

What it can do on your machine

Read from SKILL.md and the folder at commit 9e62862. 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

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python

    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

A Share Dragon Tiger loads about 490 tokens when it runs, and up to ~1.6k if it reads all its reference files. Until then it costs about 65 tokens; SKILL.md has 81 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~65
When it runs · the whole SKILL.md, loaded when a task matches
~490
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.6k

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); the scripts in this folder are not scanned.

SKILL.md

The full file from aifinlab/FinClaw at commit 9e62862, republished under its Apache-2.0 licence (© aifinlab). 81 words, ~490 tokens.

Download SKILL.mdSave it as .claude/skills/a-share-dragon-tiger/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
a-share-dragon-tiger
description
A股龙虎榜分析/游资追踪。当用户说"龙虎榜"、"游资"、"营业部"、"席位"、"涨停分析"、"dragon tiger"、"谁在买"、"机构席位"、"游资大佬"、"XX上龙虎榜了吗"时触发。基于 efinance 龙虎榜数据,分析个股上榜原因、买卖席位、机构vs游资博弈、近期龙虎榜活跃股。支持券商研报风格(formal)和快速解读风格(brief)。不适用于北向资金分析(用 a-share-northbound)或基金持仓(用 a-share-fund-holding)。

A股龙虎榜分析助手

数据源

bash
SCRIPTS="$SKILLS_ROOT/cn-stock-data/scripts"

# 龙虎榜数据(通过 akshare,cn-stock-data 不支持此命令)
# 方式1: akshare 龙虎榜明细(推荐,数据最全)
python -c "import akshare as ak; df=ak.stock_lhb_detail_em(start_date='YYYYMMDD', end_date='YYYYMMDD'); print(df.to_json(orient='records', force_ascii=False))"

# 方式2: efinance 龙虎榜(备选)
python -c "import efinance as ef; df=ef.stock.get_daily_billboard(); print(df.to_json(orient='records', force_ascii=False))"

# 个股行情(通过 cn-stock-data)
python "$SCRIPTS/cn_stock_data.py" quote --code [CODE]

# K线(看上榜前后走势)
python "$SCRIPTS/cn_stock_data.py" kline --code [CODE] --freq daily --start [日期]

# 资金流向
python "$SCRIPTS/cn_stock_data.py" fund_flow --code [CODE]

补充:通过 web 搜索确认席位背后的游资/机构身份。

Workflow

Step 1: 确定分析范围

根据用户意图分类:

  • 个股龙虎榜解读:某只股票的龙虎榜明细分析
  • 当日龙虎榜全览:当日所有上榜个股概览
  • 特定席位追踪:某营业部/机构的近期操作记录
Step 2: 数据获取

获取龙虎榜明细(买卖前5席位、金额、占比)+ 个股行情 + 近期K线。多只股票时并行获取。

Step 3: 席位分析
  • 区分机构专用席位 vs 知名游资营业部 vs 普通席位
  • 分析买卖力量对比(净买入/净卖出)
  • 识别"一日游"模式 vs 持续买入模式
  • 知名游资/机构身份不确定时,用 web 搜索确认

详见 references/dragon-tiger-guide.md 中的席位类型识别和常见模式。

Step 4: 关联分析
  • 上榜原因:涨跌停/振幅/换手率异常
  • 资金流向对比:龙虎榜净买入方向 vs 当日主力资金流向是否一致
  • 上榜频率:近期频繁上榜 = 活跃博弈信号
Step 5: 输出

根据风格生成报告:

维度formalbrief
输出格式完整龙虎榜报告快速要点
席位分析逐席详细分析仅标注机构/知名游资
统计净买卖汇总+历史上榜统计仅净买卖方向
结论客观陈述("机构净买入X亿")可加判断

默认风格:brief。用户要求"详细分析"/"出报告"时用 formal。

关键规则

  1. T+1 延迟:龙虎榜数据于当日收盘后公布,分析时注明数据日期
  2. 机构标注:机构专用席位必须特别标注,区别于普通营业部
  3. 游资识别:知名游资营业部(赵老哥、炒股养家等常驻席位)可通过 web 搜索确认
  4. 不做跟庄建议:只陈述席位买卖事实,不建议"跟随买入"
  5. 数据局限:仅公布前5大买卖席位,不反映全部交易

© aifinlab, Apache-2.0. 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 2 other files (scripts, references) in skills/a-share-dragon-tiger of aifinlab/FinClaw.

  • SKILL.md
  • references/dragon-tiger-guide.md
  • scripts/dragon_tiger.py

Open the folder on GitHubat commit 9e62862

Compare with similar skills

A Share Dragon Tiger 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.

A Share Dragon Tiger compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
A Share Dragon Tiger this skillaifinlab/FinClaw255—~490Automated safety check: PassApache-2.0
ShareClickHouse/ClickHouse50k—~558Automated safety check: NotesApache-2.0
Developing Share PagesTriliumNext/Trilium38k—~3.7kAutomated safety check: PassAGPL-3.0
SharingBuilderIO/agent-native7.1k—~3.4kAutomated safety check: PassNone
Deslop Shared Libsgarrytan/gstack136k—~3.3kAutomated safety check: NotesMIT
Dragon Tiger List Analyzerwbh604/UZI-Skill7.1k—~265Automated safety check: PassMIT

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Questions about A Share Dragon Tiger

What does A Share Dragon Tiger do?

A股龙虎榜分析/游资追踪。当用户说"龙虎榜"、"游资"、"营业部"、"席位"、"涨停分析"、"dragon tiger"、"谁在买"、"机构席位"、"游资大佬"、"XX上龙虎榜了吗"时触发。基于 efinance 龙虎榜数据,分析个股上榜原因、买卖席位、机构vs游资博弈、近期龙虎榜活跃股。支持券商研报风格(formal)和快速解读风格(brief)。不适用于北向资金分析(用…. A Share Dragon Tiger is an agent skill from aifinlab/FinClaw.

How do I install A Share Dragon Tiger in Claude Code?

Run `npx skills add aifinlab/FinClaw --skill a-share-dragon-tiger -a claude-code`. Or copy the skill folder (skills/a-share-dragon-tiger in aifinlab/FinClaw) into .claude/skills/a-share-dragon-tiger in your project. Claude Code loads it when a task matches its description.

How do I install A Share Dragon Tiger in Codex?

Run `npx skills add aifinlab/FinClaw --skill a-share-dragon-tiger -a codex`. Or copy the skill folder (skills/a-share-dragon-tiger in aifinlab/FinClaw) into .agents/skills/a-share-dragon-tiger in your project. Codex loads it when a task matches its description.

Can I use A Share Dragon Tiger 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 aifinlab/FinClaw --skill a-share-dragon-tiger -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/a-share-dragon-tiger, .gemini/skills/a-share-dragon-tiger, .github/skills/a-share-dragon-tiger and .opencode/skills/a-share-dragon-tiger in your project.

What does A Share Dragon Tiger need to run?

Going by SKILL.md and its folder, A Share Dragon Tiger needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.

Does A Share Dragon Tiger 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 A Share Dragon Tiger 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does A Share Dragon Tiger use?

A Share Dragon Tiger is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does A Share Dragon Tiger use?

About 490 tokens (SKILL.md is roughly 2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.1k tokens, read only when the agent opens those files.

What are the alternatives to A Share Dragon Tiger?

Skills that share tags, products or a category with A Share Dragon Tiger: Share (ClickHouse/ClickHouse, 50k stars), Developing Share Pages (TriliumNext/Trilium, 38k stars), Sharing (BuilderIO/agent-native, 7.1k stars) and Deslop Shared Libs (garrytan/gstack, 136k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains A Share Dragon Tiger?

aifinlab (a GitHub user) maintains it in aifinlab/FinClaw, which has 255 GitHub stars. The repository holds 74 skills in this directory. The repository was last updated on May 13, 2026.

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