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A股趋势跟踪策略/趋势强度分析。当用户说"趋势跟踪"、"trend following"、"趋势交易"、"顺势"、"趋势强度"、"ADX"、"均线策略"、"海龟策略"、"突破策略"时触发。基于 cn-stock-data 获取K线数据，构建趋势跟踪策略，分析趋势强度和方向。支持研报风格（formal）和快速分析风格（brief）。
Apache-2.0Auto-check passed
Install A Share Trend Following
$ npx skills add aifinlab/FinClaw --skill a-share-trend-following -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aifinlab/FinClaw a-share-trend-following --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/aifinlab/FinClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/a-share-trend-following .claude/skills/a-share-trend-following && 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 "a-share-trend-following" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/a-share-trend-following into .claude/skills/a-share-trend-following/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "a-share-trend-following", 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/aifinlab/FinClaw/tree/main/skills/a-share-trend-followingType 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 aifinlab/FinClaw --skill a-share-trend-following -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aifinlab/FinClaw a-share-trend-following --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/a-share-trend-following .agents/skills/a-share-trend-following && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "a-share-trend-following" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/a-share-trend-following into .agents/skills/a-share-trend-following/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "a-share-trend-following", 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 aifinlab/FinClaw --skill a-share-trend-following -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aifinlab/FinClaw a-share-trend-following --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/a-share-trend-following .cursor/skills/a-share-trend-following && 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 "a-share-trend-following" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/a-share-trend-following into .cursor/skills/a-share-trend-following/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "a-share-trend-following", 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/aifinlab/FinClaw.git --path skills/a-share-trend-following--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 aifinlab/FinClaw --skill a-share-trend-following -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aifinlab/FinClaw a-share-trend-following --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/a-share-trend-following .gemini/skills/a-share-trend-following && 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 "a-share-trend-following" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/a-share-trend-following into .gemini/skills/a-share-trend-following/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "a-share-trend-following", 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 aifinlab/FinClaw a-share-trend-followingInstalls 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 aifinlab/FinClaw --skill a-share-trend-following -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/a-share-trend-following .github/skills/a-share-trend-following && 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 "a-share-trend-following" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/a-share-trend-following into .github/skills/a-share-trend-following/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "a-share-trend-following", 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 aifinlab/FinClaw --skill a-share-trend-following -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aifinlab/FinClaw a-share-trend-following --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aifinlab/FinClaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/a-share-trend-following .opencode/skills/a-share-trend-following && 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 "a-share-trend-following" agent skill from https://github.com/aifinlab/FinClaw/tree/main/skills/a-share-trend-following into .opencode/skills/a-share-trend-following/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "a-share-trend-following", 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
a-share-trend-following- GitHub stars
- 255
- Token cost
- ~432 tokens
- SKILL.md length
- 111 words
- Files
- 3 (incl. scripts, references)
- Skills in repo
- 74
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
A股趋势跟踪策略/趋势强度分析。当用户说"趋势跟踪"、"trend following"、"趋势交易"、"顺势"、"趋势强度"、"ADX"、"均线策略"、"海龟策略"、"突破策略"时触发。基于 cn-stock-data 获取K线数据，构建趋势跟踪策略，分析趋势强度和方向。支持研报风格（formal）和快速分析风格（brief）。
- Works in 5 steps: 获取K线数据 → 计算趋势指标 → 趋势状态判定 → …
- SKILL.md covers 数据获取, 分析流程, A股特殊考量 and 输出风格, plus 1 more section
- Runs Python scripts from its folder; calls python
What it does
A Share Trend Following is an agent skill from aifinlab/FinClaw. A股趋势跟踪策略/趋势强度分析。当用户说"趋势跟踪"、"trend following"、"趋势交易"、"顺势"、"趋势强度"、"ADX"、"均线策略"、"海龟策略"、"突破策略"时触发。基于 cn-stock-data 获取K线数据，构建趋势跟踪策略，分析趋势强度和方向。支持研报风格（formal）和快速分析风格（brief）。
Its SKILL.md is about 430 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/trend-following-guide.md` and `scripts/trend_follower.py`).
The licence is Apache-2.0.
Example prompts
- “trend following”
- “/a-share-trend-following”
Requirements
- Python 3
Workflow steps
5 steps, taken from the step headings in SKILL.md.
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 Trend Following loads about 432 tokens when it runs, and up to ~2.2k if it reads all its reference files. Until then it costs about 48 tokens; SKILL.md has 111 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); 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). 111 words, ~432 tokens.
Download SKILL.mdSave it as
.claude/skills/a-share-trend-following/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.- name
- a-share-trend-following
- description
- A股趋势跟踪策略/趋势强度分析。当用户说"趋势跟踪"、"trend following"、"趋势交易"、"顺势"、"趋势强度"、"ADX"、"均线策略"、"海龟策略"、"突破策略"时触发。基于 cn-stock-data 获取K线数据，构建趋势跟踪策略，分析趋势强度和方向。支持研报风格（formal）和快速分析风格（brief）。
A股趋势跟踪策略 (a-share-trend-following)
数据获取
通过 cn-stock-data skill 获取K线数据：
- 日K线：至少 120 个交易日（均线计算需要足够回溯期）
- 周K线：可选，用于多周期共振确认
- 调用方式：
cn-stock-datakline 接口，获取 OHLCV 数据
分析流程
Step 1: 获取K线数据
- 使用 cn-stock-data 获取目标股票日K线（默认 250 日）
- 保存为 JSON 供
scripts/trend_follower.py使用
Step 2: 计算趋势指标
运行脚本：
python scripts/trend_follower.py --data kline.json --method all --fast 20 --slow 60核心指标体系：
| 指标 | 用途 | 默认参数 |
|---|---|---|
| SMA/EMA 交叉 | 趋势方向判定 | fast=20, slow=60 |
| ADX/DMI | 趋势强度量化 | period=14 |
| Donchian Channel | 突破信号 | period=20 |
| ATR Trailing Stop | 动态止损 | period=14, multiplier=2.0 |
Step 3: 趋势状态判定
根据指标综合判定当前趋势regime：
- 强上升趋势: ADX>25 且 +DI>-DI 且价格在均线上方
- 弱上升趋势: 价格在均线上方但 ADX<25
- 震荡/无趋势: ADX<20，均线缠绕
- 弱下降趋势: 价格在均线下方但 ADX<25
- 强下降趋势: ADX>25 且 -DI>+DI 且价格在均线下方
Step 4: 生成交易信号与回测
- 策略可选：
ma_cross（均线交叉）、donchian（突破）、turtle（海龟）、all（综合） - 回测指标：累计收益、年化收益、Sharpe ratio、最大回撤、胜率、盈亏比、Profit Factor
Step 5: 输出结果
A股特殊考量
- T+1 制度: 买入当日不可卖出，信号需延迟一日执行
- 涨跌停板: 涨停无法买入 / 跌停无法卖出，需检测涨跌停状态
- 停牌缺口: 停牌后复牌可能跳空，ATR 止损需特殊处理
- 印花税: 卖出 0.05%（2024年起），佣金双边 0.025%
输出风格
formal（研报风格）
## 趋势跟踪分析报告：{股票名称}({代码})
### 一、趋势状态总览
### 二、趋势指标详情
### 三、交易信号与策略
### 四、回测绩效
### 五、风险提示与操作建议brief（快速分析风格）
{股票名称} 趋势跟踪速览
趋势状态: 强上升 | ADX={value}
当前信号: 持有/买入/卖出/观望
关键价位: 止损={x} 止盈={y}
近期绩效: 胜率={w}% Sharpe={s}注意事项
- 趋势策略在震荡市中容易产生频繁假信号（whipsaw），需结合 ADX 过滤
- 单一策略不构成投资建议，应结合基本面和市场环境综合判断
- 回测结果不代表未来表现，注意过拟合风险
© 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-trend-following of aifinlab/FinClaw.
- SKILL.md
- references/trend-following-guide.md
- scripts/trend_follower.py
Open the folder on GitHubat commit 9e62862
Compare with similar skills
A Share Trend Following 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 |
|---|---|---|---|---|---|---|
| A Share Trend Following this skillaifinlab/FinClaw | 255 | — | ~432 | Automated safety check: Pass | Apache-2.0 | |
| ShareClickHouse/ClickHouse | 50k | — | ~558 | Automated safety check: Notes | Apache-2.0 | |
| Developing Share PagesTriliumNext/Trilium | 38k | — | ~3.7k | Automated safety check: Pass | AGPL-3.0 | |
| SharingBuilderIO/agent-native | 7.1k | — | ~3.4k | Automated safety check: Pass | None | |
| Deslop Shared Libsgarrytan/gstack | 136k | — | ~3.3k | Automated safety check: Notes | MIT | |
| Apify Trend Analysissickn33/agentic-awesome-skills | 47k | 2 repos | ~1.2k | Automated safety check: Notes | MIT |
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Questions about A Share Trend Following
What does A Share Trend Following do?
A股趋势跟踪策略/趋势强度分析。当用户说"趋势跟踪"、"trend following"、"趋势交易"、"顺势"、"趋势强度"、"ADX"、"均线策略"、"海龟策略"、"突破策略"时触发。基于 cn-stock-data 获取K线数据，构建趋势跟踪策略，分析趋势强度和方向。支持研报风格（formal）和快速分析风格（brief）。. A Share Trend Following is an agent skill from aifinlab/FinClaw.
How do I install A Share Trend Following in Claude Code?
Run `npx skills add aifinlab/FinClaw --skill a-share-trend-following -a claude-code`. Or copy the skill folder (skills/a-share-trend-following in aifinlab/FinClaw) into .claude/skills/a-share-trend-following in your project. Claude Code loads it when a task matches its description.
How do I install A Share Trend Following in Codex?
Run `npx skills add aifinlab/FinClaw --skill a-share-trend-following -a codex`. Or copy the skill folder (skills/a-share-trend-following in aifinlab/FinClaw) into .agents/skills/a-share-trend-following in your project. Codex loads it when a task matches its description.
Can I use A Share Trend Following 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-trend-following -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-trend-following, .gemini/skills/a-share-trend-following, .github/skills/a-share-trend-following and .opencode/skills/a-share-trend-following in your project.
What does A Share Trend Following need to run?
Going by SKILL.md and its folder, A Share Trend Following 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 Trend Following 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 Trend Following 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 Trend Following use?
A Share Trend Following 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 Trend Following use?
About 432 tokens (SKILL.md is roughly 1.7k 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 1.8k tokens, read only when the agent opens those files.
What are the alternatives to A Share Trend Following?
Skills that share tags, products or a category with A Share Trend Following: 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 Trend Following?
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.