Agent skill

Qka

使用 QKA（快量化）框架生成 A 股量化回测策略、选股和技术指标代码。当需要基于 qka.Data、qka.Strategy、qka.Backtest、qka.Broker 等 API 编写量化代码时使用此技能。

MITAuto-check passedBusiness, Finance & HR

Install Qka

skills CLI

$ npx skills add zsrl/qka --skill qka -a claude-code

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

GitHub CLI

$ gh skill install zsrl/qka qka --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/zsrl/qka.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/qka .claude/skills/qka && 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/

Paste into Claude Code

Install the "qka" agent skill from https://github.com/zsrl/qka/tree/main/skills/qka into .claude/skills/qka/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qka", 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

$skill-installer install https://github.com/zsrl/qka/tree/main/skills/qka

Type 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.

skills CLI

$ npx skills add zsrl/qka --skill qka -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install zsrl/qka qka --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/zsrl/qka.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/qka .agents/skills/qka && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "qka" agent skill from https://github.com/zsrl/qka/tree/main/skills/qka into .agents/skills/qka/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qka", 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.

skills CLI

$ npx skills add zsrl/qka --skill qka -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install zsrl/qka qka --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/zsrl/qka.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/qka .cursor/skills/qka && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "qka" agent skill from https://github.com/zsrl/qka/tree/main/skills/qka into .cursor/skills/qka/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qka", 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

$ gemini skills install https://github.com/zsrl/qka.git --path skills/qka

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add zsrl/qka --skill qka -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install zsrl/qka qka --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/zsrl/qka.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/qka .gemini/skills/qka && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "qka" agent skill from https://github.com/zsrl/qka/tree/main/skills/qka into .gemini/skills/qka/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qka", 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.

GitHub CLI

$ gh skill install zsrl/qka qka

Installs 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).

skills CLI

$ npx skills add zsrl/qka --skill qka -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/zsrl/qka.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/qka .github/skills/qka && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "qka" agent skill from https://github.com/zsrl/qka/tree/main/skills/qka into .github/skills/qka/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qka", 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.

skills CLI

$ npx skills add zsrl/qka --skill qka -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install zsrl/qka qka --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/zsrl/qka.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/qka .opencode/skills/qka && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "qka" agent skill from https://github.com/zsrl/qka/tree/main/skills/qka into .opencode/skills/qka/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qka", 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: qka
GitHub stars: 114
Token cost: ~382 tokens
SKILL.md length: 94 words
Files: 7 (incl. references)
Skills in repo: 1
Repo updated: Oct 9, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Tasks that involve Trading and backtesting
SKILL.md covers 参考文档 and 使用指南
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Qka is an agent skill from zsrl/qka. 使用 QKA（快量化）框架生成 A 股量化回测策略、选股和技术指标代码。当需要基于 qka.Data、qka.Strategy、qka.Backtest、qka.Broker 等 API 编写量化代码时使用此技能。

Its SKILL.md is about 380 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `references/analysis.md`, `references/backtest.md` and `references/broker.md`).

It sits in Business, Finance & HR, covering Trading and backtesting. The licence is MIT.

When your agent uses it

Tasks that involve Trading and backtesting

Example prompts

“/qka”

What it can do on your machine

Read from SKILL.md and the folder at commit 4aca311. 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

Qka loads about 382 tokens when it runs, and up to ~9.8k if it reads all its reference files. Until then it costs about 28 tokens; SKILL.md has 94 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~28
When it runs · the whole SKILL.md, loaded when a task matches: ~382
With references · SKILL.md plus every file in references/, read only if the agent opens them: ~9.8k

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

Download SKILL.mdSave it as .claude/skills/qka/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.

name: qka
description: 使用 QKA（快量化）框架生成 A 股量化回测策略、选股和技术指标代码。当需要基于 qka.Data、qka.Strategy、qka.Backtest、qka.Broker 等 API 编写量化代码时使用此技能。

QKA 框架

简洁易用的 A 股量化回测框架，共七个公开类：

类	全限定名	作用
Data	`qka.Data`	行情数据加载 + 指标预计算
Simulate	`qka.Simulate`	模拟标的 — 描述一只由 qka 现场生成的行情
Strategy	`qka.Strategy`	策略基类 — 实现 `on_bar` 做交易决策
Broker	`qka.Broker`	虚拟券商 — 执行买卖，管理资金和持仓
SizingAccessor	`qka.SizingAccessor`	仓位计算 — 四种仓位方法
Backtest	`qka.Backtest`	回测引擎 — 串联 Data 和 Strategy，注入基础设施
Analysis	`qka.Analysis`	分析模块 — 常用的分析方法

参考文档

详细 API 文档按模块拆分在 references/ 目录下，按需查阅对应文件：

模块	文件	内容
Data	`references/data.md`	数据加载、指标预计算（ta 库全部指标 + qka 内置指标）、`get()`
Simulate	`references/data.md`	模拟标的：`Simulate(symbol, drift, reversion, vol)`，放进 `Data(symbols=[...])`
Strategy	`references/strategy.md`	策略基类、`on_bar`、`self.get()`、`self.history()`
Backtest	`references/backtest.md`	`run()`、`bt.metrics`、`bt.results`、`bt.trade_history`
Broker	`references/broker.md`	`buy()`、`sell()`
SizingAccessor	`references/sizing.md`	四种仓位方法
Analysis	`references/analysis.md`	`zigzag()`、`alpha_beta()`、`sharpe_ratio()`、`max_drawdown()`、`information_ratio()`

使用指南

编写回测策略：读 references/strategy.md + references/backtest.md，必要时读 references/data.md
编写选股 / 数据加载：读 references/data.md
使用买卖 / 仓位：读 references/broker.md + references/sizing.md
使用事后分析：读 references/analysis.md

Files

SKILL.md and 6 other files (references) in skills/qka of zsrl/qka.

SKILL.md
references/analysis.md
references/backtest.md
references/broker.md
references/data.md
references/sizing.md
references/strategy.md

Open the folder on GitHubat commit 4aca311

Compare with similar skills

Qka 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.

Qka compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Qka this skillzsrl/qka	114	—	~382	Automated safety check: Pass	MIT	today
Tushare Datazillionare/zillionare	321	2 repos	~2.3k	Automated safety check: Pass	None	today
Tradingview MCPatilaahmettaner/tradingview-mcp	5k	—	~1.3k	Automated safety check: Pass	MIT	yesterday
Digital Oraclekomako-workshop/digital-oracle	875	—	~5.9k	Automated safety check: Pass	MIT	2 mo ago
Polyclawchainstacklabs/polyclaw	359	1 repos	~2k	Automated safety check: Pass	Apache-2.0	5 mo ago
Markdownfacioquo/stock-indicators-dotnet	1.2k	—	~812	Automated safety check: Pass	Apache-2.0	today

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Questions about Qka

What does Qka do?

使用 QKA（快量化）框架生成 A 股量化回测策略、选股和技术指标代码。当需要基于 qka.Data、qka.Strategy、qka.Backtest、qka.Broker 等 API 编写量化代码时使用此技能。. Qka is an agent skill from zsrl/qka.

When should I use Qka?

Qka fits situations like: tasks that involve Trading and backtesting.

How do I install Qka in Claude Code?

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

How do I install Qka in Codex?

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

Can I use Qka 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 zsrl/qka --skill qka -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qka, .gemini/skills/qka, .github/skills/qka and .opencode/skills/qka in your project.

What does Qka need to run?

SKILL.md names no scripts, command-line tools or credentials: Qka is instructions for the agent only.

Does Qka 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 Qka 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 Qka use?

Qka 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 Qka use?

About 382 tokens (SKILL.md is roughly 1.5k 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 9.4k tokens, read only when the agent opens those files.

What are the alternatives to Qka?

Skills that share tags, products or a category with Qka: Tushare Data (zillionare/zillionare, 321 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars), Digital Oracle (komako-workshop/digital-oracle, 875 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 Qka?

zsrl (a GitHub user) maintains it in zsrl/qka, which has 114 GitHub stars. The repository was last updated on October 9, 2026.

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

Install Qka

Facts

At a glance

What it does

When your agent uses it

Example prompts

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

QKA 框架

参考文档

使用指南

Files

Compare with similar skills

Similar skills

Tushare Data

Tradingview MCP

Digital Oracle

Polyclaw

Markdown

Openmobius Skill

Related

Questions about Qka