Itr Wala
karanb192/itr-wala
File Indian income tax returns (ITR) for FY 2025-26 / AY 2026-27.
QMT 客户端（迅投极速策略交易系统）内置 Python 策略引擎开发指南，涵盖策略编写、回测、实盘交易、内置 API 参考与代码示例（基于 ContextInfo/passorder/gettradedetaildata 等，非 xtquant 库）。当用户需要在 QMT 客户端中编写/回测/运行策略、查询 QMT 内置 API、从聚宽迁移至 QMT，或提及 QMT 策略、迅投策略、QMT…
Install Qmt Strategy
$ npx skills add lzwme/finance-quant-skills --skill qmt-strategy -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install lzwme/finance-quant-skills qmt-strategy --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/lzwme/finance-quant-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/qmt-strategy .claude/skills/qmt-strategy && 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 "qmt-strategy" agent skill from https://github.com/lzwme/finance-quant-skills/tree/main/skills/qmt-strategy into .claude/skills/qmt-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qmt-strategy", 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/lzwme/finance-quant-skills/tree/main/skills/qmt-strategyType 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 lzwme/finance-quant-skills --skill qmt-strategy -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install lzwme/finance-quant-skills qmt-strategy --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lzwme/finance-quant-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/qmt-strategy .agents/skills/qmt-strategy && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "qmt-strategy" agent skill from https://github.com/lzwme/finance-quant-skills/tree/main/skills/qmt-strategy into .agents/skills/qmt-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qmt-strategy", 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 lzwme/finance-quant-skills --skill qmt-strategy -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install lzwme/finance-quant-skills qmt-strategy --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lzwme/finance-quant-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/qmt-strategy .cursor/skills/qmt-strategy && 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 "qmt-strategy" agent skill from https://github.com/lzwme/finance-quant-skills/tree/main/skills/qmt-strategy into .cursor/skills/qmt-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qmt-strategy", 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/lzwme/finance-quant-skills.git --path skills/qmt-strategy--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 lzwme/finance-quant-skills --skill qmt-strategy -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install lzwme/finance-quant-skills qmt-strategy --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lzwme/finance-quant-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/qmt-strategy .gemini/skills/qmt-strategy && 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 "qmt-strategy" agent skill from https://github.com/lzwme/finance-quant-skills/tree/main/skills/qmt-strategy into .gemini/skills/qmt-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qmt-strategy", 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 lzwme/finance-quant-skills qmt-strategyInstalls 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 lzwme/finance-quant-skills --skill qmt-strategy -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/lzwme/finance-quant-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/qmt-strategy .github/skills/qmt-strategy && 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 "qmt-strategy" agent skill from https://github.com/lzwme/finance-quant-skills/tree/main/skills/qmt-strategy into .github/skills/qmt-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qmt-strategy", 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 lzwme/finance-quant-skills --skill qmt-strategy -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install lzwme/finance-quant-skills qmt-strategy --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lzwme/finance-quant-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/qmt-strategy .opencode/skills/qmt-strategy && 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 "qmt-strategy" agent skill from https://github.com/lzwme/finance-quant-skills/tree/main/skills/qmt-strategy into .opencode/skills/qmt-strategy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qmt-strategy", 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
qmt-strategy- GitHub stars
- 441
- Token cost
- ~1.1k tokens
- SKILL.md length
- 116 words
- Files
- 37 (incl. references)
- Skills in repo
- 13
- Repo updated
- First seen
- Licence
- None found
At a glance
QMT 客户端（迅投极速策略交易系统）内置 Python 策略引擎开发指南，涵盖策略编写、回测、实盘交易、内置 API 参考与代码示例（基于 ContextInfo/passorder/gettradedetaildata 等，非 xtquant 库）。当用户需要在 QMT 客户端中编写/回测/运行策略、查询 QMT 内置 API、从聚宽迁移至 QMT，或提及 QMT 策略、迅投策略、QMT…
- Works in 7 steps: 编码声明：文件首行必须是 #coding:gbk，不可省略 → 位置参数：get_market_data_ex 的前两个参数 fields 和… → subscribe 参数：回测必须 False，实盘使用 True → …
- Business, Finance & HR work in your project
- SKILL.md covers 📖 文档结构, 🚀 使用引导, 🔧 关键速查 and ⚠️ 使用注意事项
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Qmt Strategy is an agent skill from lzwme/finance-quant-skills. QMT 客户端（迅投极速策略交易系统）内置 Python 策略引擎开发指南，涵盖策略编写、回测、实盘交易、内置 API 参考与代码示例（基于 ContextInfo/passorder/gettradedetaildata 等，非 xtquant 库）。当用户需要在 QMT 客户端中编写/回测/运行策略、查询 QMT 内置 API、从聚宽迁移至 QMT，或提及 QMT 策略、迅投策略、QMT 回测时使用。若需用外部 Python 程序通过 xtquant 库连接 QMT 获取行情或下单，请改用 miniqmt 技能。
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 39 other files, including reference files (for example `references/backtesting-guide.md`, `references/best-practices.md` and `references/dict/bond.md`).
It sits in Business, Finance & HR. It works with Python. The repository describes itself as: 一个面向金融量化交易领域的 Agent Skills 技能维护仓库，主要聚焦A股量化交易。
When your agent uses it
- Business, Finance & HR work in your project
Example prompts
- “/qmt-strategy”
Requirements
- Python 3
Workflow steps
7 steps, taken from the first numbered list in SKILL.md.
- 编码声明：文件首行必须是 #coding:gbk，不可省略
- 位置参数：get_market_data_ex 的前两个参数 fields 和 stocks 必须用位置参数，不能用 fields= 或 stocks=
- subscribe 参数：回测必须 False，实盘使用 True
- 账号类型：get_trade_detail_data 的第二个参数：股票用 'stock'，两融用 'credit'
- 金额单位：m_dAvailable 等金额字段单位是分，需 /100 转换为元
- 数量单位：股票交易必须是 100 的整数倍
- 实盘限制：subscribe 和 run_time 仅支持实盘，不支持回测
What it can do on your machine
Read from SKILL.md and the folder at commit d973f35. 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 (its code samples are 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
Qmt Strategy loads about 1.1k tokens when it runs, and up to ~218k if it reads all its reference files. Until then it costs about 69 tokens; SKILL.md has 116 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 116 words (~1,140 tokens).
“为 QMT（迅投极速策略交易系统）提供完整的 Python 开发参考，分为教程指南和 API 参考两层。”
- name
- qmt-strategy
- tags
- QMT, 迅投, 策略开发, Python, 回测, 实盘交易, 量化交易
Files
SKILL.md and 36 other files (references) in skills/qmt-strategy of lzwme/finance-quant-skills.
- SKILL.md
- references/backtesting-guide.md
- references/best-practices.md
- references/dict/bond.md
- references/dict/floorfunds.md
- references/dict/future.md
- references/dict/indexes.md
- references/dict/industry.md
- references/dict/option.md
- references/dict/question_answer.md
- references/dict/scenario_based_example.md
- references/dict/stock.md
- references/dict/xuntou_factor.md
- references/examples/backtest.md
- references/examples/live-trading.md
- references/examples/run-time.md
- references/examples/subscribe.md
- references/execution-mechanisms.md
- … and 19 more
Open the folder on GitHubat commit d973f35
Compare with similar skills
Qmt Strategy 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 |
|---|---|---|---|---|---|---|
| Qmt Strategy this skilllzwme/finance-quant-skills | 441 | — | ~1.1k | Automated safety check: Pass | None | |
| Itr Walakaranb192/itr-wala | 871 | — | ~3.6k | Automated safety check: Pass | MIT | |
| Tushare Datazillionare/zillionare | 321 | 2 repos | ~2.3k | Automated safety check: Pass | None | |
| Global Stock Datasimonlin1212/global-stock-data | 1.7k | — | ~19k | Automated safety check: Pass | Apache-2.0 | |
| Korean Government Grant Searchdjfksjd/ir-search | 391 | — | ~3.5k | Automated safety check: Notes | MIT | |
| Kalshi Traderyanfrigo/kalshi-ai-trading-bot | 613 | — | ~3.4k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Qmt Strategy
What does Qmt Strategy do?
QMT 客户端（迅投极速策略交易系统）内置 Python 策略引擎开发指南，涵盖策略编写、回测、实盘交易、内置 API 参考与代码示例（基于 ContextInfo/passorder/gettradedetaildata 等，非 xtquant 库）。当用户需要在 QMT 客户端中编写/回测/运行策略、查询 QMT 内置 API、从聚宽迁移至 QMT，或提及 QMT 策略、迅投策略、QMT…. Qmt Strategy is an agent skill from lzwme/finance-quant-skills.
When should I use Qmt Strategy?
Qmt Strategy fits situations like: business, Finance & HR work in your project.
How do I install Qmt Strategy in Claude Code?
Run `npx skills add lzwme/finance-quant-skills --skill qmt-strategy -a claude-code`. Or copy the skill folder (skills/qmt-strategy in lzwme/finance-quant-skills) into .claude/skills/qmt-strategy in your project. Claude Code loads it when a task matches its description.
How do I install Qmt Strategy in Codex?
Run `npx skills add lzwme/finance-quant-skills --skill qmt-strategy -a codex`. Or copy the skill folder (skills/qmt-strategy in lzwme/finance-quant-skills) into .agents/skills/qmt-strategy in your project. Codex loads it when a task matches its description.
Can I use Qmt Strategy 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 lzwme/finance-quant-skills --skill qmt-strategy -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qmt-strategy, .gemini/skills/qmt-strategy, .github/skills/qmt-strategy and .opencode/skills/qmt-strategy in your project.
What does Qmt Strategy need to run?
SKILL.md names no scripts, command-line tools or credentials: Qmt Strategy is instructions for the agent only. Our summary lists: Python 3.
Does Qmt Strategy 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 Qmt Strategy 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 Qmt Strategy use?
No licence was found for Qmt Strategy or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Qmt Strategy use?
About 1.1k tokens (SKILL.md is roughly 4.6k 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 217k tokens, read only when the agent opens those files.
What are the alternatives to Qmt Strategy?
Skills that share tags, products or a category with Qmt Strategy: Itr Wala (karanb192/itr-wala, 871 stars), Tushare Data (zillionare/zillionare, 321 stars), Global Stock Data (simonlin1212/global-stock-data, 1.7k stars) and Korean Government Grant Search (djfksjd/ir-search, 391 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Qmt Strategy?
lzwme (a GitHub organization) maintains it in lzwme/finance-quant-skills, which has 441 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on September 23, 2026.
Source: lzwme/finance-quant-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.