Itr Wala
karanb192/itr-wala
File Indian income tax returns (ITR) for FY 2025-26 / AY 2026-27.
聚宽（JoinQuant）本地数据 SDK，提供 A 股行情、历史K线、财务数据、指标数据等，与聚宽官网数据同源。当用户提及 jqdatasdk、聚宽数据、需要获取A股数据，或已注册聚宽账号时使用。与 baostock（免费）和 tushare（数据最全）不同，jqdatasdk 需注册聚宽账号获取 Token，适合已在使用聚宽平台的用户。本地数据获取请用本技能，聚宽官网策略开发请用…
Install Jqdatasdk
$ npx skills add lzwme/finance-quant-skills --skill jqdatasdk -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install lzwme/finance-quant-skills jqdatasdk --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/jqdatasdk .claude/skills/jqdatasdk && 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 "jqdatasdk" agent skill from https://github.com/lzwme/finance-quant-skills/tree/main/skills/jqdatasdk into .claude/skills/jqdatasdk/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqdatasdk", 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/jqdatasdkType 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 jqdatasdk -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install lzwme/finance-quant-skills jqdatasdk --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/jqdatasdk .agents/skills/jqdatasdk && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jqdatasdk" agent skill from https://github.com/lzwme/finance-quant-skills/tree/main/skills/jqdatasdk into .agents/skills/jqdatasdk/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqdatasdk", 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 jqdatasdk -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install lzwme/finance-quant-skills jqdatasdk --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/jqdatasdk .cursor/skills/jqdatasdk && 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 "jqdatasdk" agent skill from https://github.com/lzwme/finance-quant-skills/tree/main/skills/jqdatasdk into .cursor/skills/jqdatasdk/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqdatasdk", 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/jqdatasdk--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 jqdatasdk -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install lzwme/finance-quant-skills jqdatasdk --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/jqdatasdk .gemini/skills/jqdatasdk && 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 "jqdatasdk" agent skill from https://github.com/lzwme/finance-quant-skills/tree/main/skills/jqdatasdk into .gemini/skills/jqdatasdk/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqdatasdk", 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 jqdatasdkInstalls 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 jqdatasdk -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/jqdatasdk .github/skills/jqdatasdk && 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 "jqdatasdk" agent skill from https://github.com/lzwme/finance-quant-skills/tree/main/skills/jqdatasdk into .github/skills/jqdatasdk/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqdatasdk", 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 jqdatasdk -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 jqdatasdk --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/jqdatasdk .opencode/skills/jqdatasdk && 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 "jqdatasdk" agent skill from https://github.com/lzwme/finance-quant-skills/tree/main/skills/jqdatasdk into .opencode/skills/jqdatasdk/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jqdatasdk", 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
jqdatasdk- GitHub stars
- 440
- Token cost
- ~927 tokens
- SKILL.md length
- 178 words
- Files
- 8 (incl. scripts, references)
- Skills in repo
- 13
- Repo updated
- First seen
- Licence
- None found
At a glance
聚宽（JoinQuant）本地数据 SDK，提供 A 股行情、历史K线、财务数据、指标数据等，与聚宽官网数据同源。当用户提及 jqdatasdk、聚宽数据、需要获取A股数据，或已注册聚宽账号时使用。与 baostock（免费）和 tushare（数据最全）不同，jqdatasdk 需注册聚宽账号获取 Token，适合已在使用聚宽平台的用户。本地数据获取请用本技能，聚宽官网策略开发请用…
- Works in 3 steps: 确定数据需求 — 智能体理解用户意图（行情/K线/财务/因子等） → 调用对应脚本 — 根据数据类型选择脚本 → 解析结果 — 智能体分析返回的 JSON 格式数据
- Business, Finance & HR work in your project
- SKILL.md covers 任务目标, 前置准备, 操作步骤 and 使用示例, plus 3 more sections
- Runs Python scripts from its folder; calls python; needs JQDATA_PASSWORD and JQDATA_TOKEN
What it does
Jqdatasdk is an agent skill from lzwme/finance-quant-skills. 聚宽（JoinQuant）本地数据 SDK，提供 A 股行情、历史K线、财务数据、指标数据等，与聚宽官网数据同源。当用户提及 jqdatasdk、聚宽数据、需要获取A股数据，或已注册聚宽账号时使用。与 baostock（免费）和 tushare（数据最全）不同，jqdatasdk 需注册聚宽账号获取 Token，适合已在使用聚宽平台的用户。本地数据获取请用本技能，聚宽官网策略开发请用 joinquant-strategy 技能。
Its SKILL.md is about 930 tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including scripts and reference files (for example `references/api.md`, `references/jqdatasdk_quickstart.md` and `scripts/auth.py`).
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
- “/jqdatasdk”
Requirements
- Python 3
- A credential in JQDATA_TOKEN
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- 确定数据需求 — 智能体理解用户意图（行情/K线/财务/因子等）
- 调用对应脚本 — 根据数据类型选择脚本
- 解析结果 — 智能体分析返回的 JSON 格式数据
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
Ships 5 files 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
Links to these hosts (documentation or services it may open):
joinquant.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
JQDATA_PASSWORDJQDATA_TOKEN
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Jqdatasdk loads about 927 tokens when it runs, and up to ~8.8k if it reads all its reference files. Until then it costs about 57 tokens; SKILL.md has 178 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 178 words (~927 tokens).
- name
- jqdatasdk
Files
SKILL.md and 7 other files (scripts, references) in skills/jqdatasdk of lzwme/finance-quant-skills.
- SKILL.md
- references/api.md
- references/jqdatasdk_quickstart.md
- scripts/auth.py
- scripts/factor_data.py
- scripts/financial_data.py
- scripts/market_data.py
- scripts/stock_info.py
Open the folder on GitHubat commit d973f35
Compare with similar skills
Jqdatasdk 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 |
|---|---|---|---|---|---|---|
| Jqdatasdk this skilllzwme/finance-quant-skills | 440 | — | ~927 | 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 | 392 | — | ~3.5k | Automated safety check: Notes | MIT | |
| Kalshi Traderyanfrigo/kalshi-ai-trading-bot | 614 | — | ~3.4k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Jqdatasdk
What does Jqdatasdk do?
聚宽（JoinQuant）本地数据 SDK，提供 A 股行情、历史K线、财务数据、指标数据等，与聚宽官网数据同源。当用户提及 jqdatasdk、聚宽数据、需要获取A股数据，或已注册聚宽账号时使用。与 baostock（免费）和 tushare（数据最全）不同，jqdatasdk 需注册聚宽账号获取 Token，适合已在使用聚宽平台的用户。本地数据获取请用本技能，聚宽官网策略开发请用…. Jqdatasdk is an agent skill from lzwme/finance-quant-skills.
When should I use Jqdatasdk?
Jqdatasdk fits situations like: business, Finance & HR work in your project.
How do I install Jqdatasdk in Claude Code?
Run `npx skills add lzwme/finance-quant-skills --skill jqdatasdk -a claude-code`. Or copy the skill folder (skills/jqdatasdk in lzwme/finance-quant-skills) into .claude/skills/jqdatasdk in your project. Claude Code loads it when a task matches its description.
How do I install Jqdatasdk in Codex?
Run `npx skills add lzwme/finance-quant-skills --skill jqdatasdk -a codex`. Or copy the skill folder (skills/jqdatasdk in lzwme/finance-quant-skills) into .agents/skills/jqdatasdk in your project. Codex loads it when a task matches its description.
Can I use Jqdatasdk 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 jqdatasdk -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jqdatasdk, .gemini/skills/jqdatasdk, .github/skills/jqdatasdk and .opencode/skills/jqdatasdk in your project.
What does Jqdatasdk need to run?
Going by SKILL.md and its folder, Jqdatasdk needs Python for the scripts in its folder, the command-line tools its instructions call (python) and credentials named JQDATA_PASSWORD and JQDATA_TOKEN. Our summary lists: Python 3; A credential in JQDATA_TOKEN.
Does Jqdatasdk access the network?
SKILL.md names 1 domain. As links in the text: joinquant.com. This is read from the text; nothing was executed.
Is Jqdatasdk 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 Jqdatasdk use?
No licence was found for Jqdatasdk or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Jqdatasdk use?
About 927 tokens (SKILL.md is roughly 3.7k 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 7.8k tokens, read only when the agent opens those files.
What are the alternatives to Jqdatasdk?
Skills that share tags, products or a category with Jqdatasdk: 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, 392 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jqdatasdk?
lzwme (a GitHub organization) maintains it in lzwme/finance-quant-skills, which has 440 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.