Coding
micronaut-projects/micronaut-openapi
Implement and review Java code changes for Micronaut framework repositories using maintainer standards, including JSpecify null-safety conventions.
Reference guides for the Tiger Brokers OpenAPI Java SDK: setup, market data, stock, futures and options trading, real-time push, account queries and strategy examples.
$ npx skills add qusong0627/QuantMind --skill tigeropen-java -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install qusong0627/QuantMind tigeropen-java --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/qusong0627/QuantMind.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/tigeropen-java .claude/skills/tigeropen-java && 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 "tigeropen-java" agent skill from https://github.com/qusong0627/QuantMind/tree/master/skills/tigeropen-java into .claude/skills/tigeropen-java/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tigeropen-java", 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/qusong0627/QuantMind/tree/master/skills/tigeropen-javaType 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 qusong0627/QuantMind --skill tigeropen-java -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install qusong0627/QuantMind tigeropen-java --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qusong0627/QuantMind.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/tigeropen-java .agents/skills/tigeropen-java && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tigeropen-java" agent skill from https://github.com/qusong0627/QuantMind/tree/master/skills/tigeropen-java into .agents/skills/tigeropen-java/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tigeropen-java", 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 qusong0627/QuantMind --skill tigeropen-java -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install qusong0627/QuantMind tigeropen-java --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qusong0627/QuantMind.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/tigeropen-java .cursor/skills/tigeropen-java && 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 "tigeropen-java" agent skill from https://github.com/qusong0627/QuantMind/tree/master/skills/tigeropen-java into .cursor/skills/tigeropen-java/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tigeropen-java", 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/qusong0627/QuantMind.git --path skills/tigeropen-java--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 qusong0627/QuantMind --skill tigeropen-java -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install qusong0627/QuantMind tigeropen-java --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qusong0627/QuantMind.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/tigeropen-java .gemini/skills/tigeropen-java && 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 "tigeropen-java" agent skill from https://github.com/qusong0627/QuantMind/tree/master/skills/tigeropen-java into .gemini/skills/tigeropen-java/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tigeropen-java", 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 qusong0627/QuantMind tigeropen-javaInstalls 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 qusong0627/QuantMind --skill tigeropen-java -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/qusong0627/QuantMind.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/tigeropen-java .github/skills/tigeropen-java && 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 "tigeropen-java" agent skill from https://github.com/qusong0627/QuantMind/tree/master/skills/tigeropen-java into .github/skills/tigeropen-java/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tigeropen-java", 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 qusong0627/QuantMind --skill tigeropen-java -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install qusong0627/QuantMind tigeropen-java --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/qusong0627/QuantMind.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/tigeropen-java .opencode/skills/tigeropen-java && 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 "tigeropen-java" agent skill from https://github.com/qusong0627/QuantMind/tree/master/skills/tigeropen-java into .opencode/skills/tigeropen-java/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tigeropen-java", 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.
tigeropen-javaReference guides for the Tiger Brokers OpenAPI Java SDK: setup, market data, stock, futures and options trading, real-time push, account queries and strategy examples.
The skill is organized as a set of reference files that the agent loads according to the task. The quickstart covers Maven or Gradle install, authentication, client setup and basic examples. The market data guide covers stock, futures, fund, crypto and warrant quotes, K-lines, depth, ticks, a scanner, fundamentals and corporate actions. The trading guide covers market, limit, stop and algo orders, order management, contracts, assets, positions and fund transfers.
Further guides cover options (expiration dates, chains, Greeks, K-lines and ticks), real-time push through WebSocketClient for quotes, depth, ticks, orders, positions and asset changes, and account queries including analytics and P&L. Because trading involves real money, generated code defaults to a paper-trading account unless you explicitly ask for live trading, and the agent confirms order details with you before any live order. It replies in the language you write in, English or Chinese, and leaves code and API names as they are.
Read from SKILL.md and the folder at commit 17c9e29. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are java).
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
docs.itigerup.comgithub.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Requires Java JDK 1.8+, Maven or Gradle, and a Tiger Brokers developer account
From compatibility in the SKILL.md frontmatter.
Tiger Brokers Java SDK loads about 1.2k tokens when it runs, and up to ~72k if it reads all its reference files. Until then it costs about 176 tokens; SKILL.md has 300 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.
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.
The full file from qusong0627/QuantMind at commit 17c9e29, republished under its Apache-2.0 licence (© qusong0627). 300 words, ~1,198 tokens.
.claude/skills/tigeropen-java/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.老虎量化开放平台 Java SDK 完整技能集 / Complete AI skill set for Tiger Brokers OpenAPI (Java)
安全警告 / Safety Warning: 交易涉及真实资金。生成交易代码时默认使用模拟账户(Paper Trading),除非用户明确要求实盘。实盘下单前必须与用户确认订单详情。 Trading involves real money. Default to Paper Trading account when generating trading code unless the user explicitly requests live trading. Always confirm order details with the user before live orders.
io.github.tigerbrokers:openapi-java-sdk | Java 1.8+根据用户输入语言自动回复。用户使用英文提问则用英文回复,使用中文提问则用中文回复。技术术语(代码、API 名称、参数名)保持原文不翻译。 Reply in the user's language. Keep technical terms (code, API names, parameters) as-is.
This skill is organized into focused reference files. Load the relevant guide based on your task:
import com.tigerbrokers.stock.openapi.client.config.ClientConfig;
import com.tigerbrokers.stock.openapi.client.https.client.TigerHttpClient;
import com.tigerbrokers.stock.openapi.client.https.request.quote.QuoteMarketRequest;
import com.tigerbrokers.stock.openapi.client.https.response.quote.QuoteMarketResponse;
// 1. Configure / 配置
ClientConfig clientConfig = ClientConfig.DEFAULT_CONFIG;
clientConfig.tigerId = "your_tiger_id";
clientConfig.defaultAccount = "your_account";
clientConfig.privateKey = "your_private_key_content";
// 2. Create client / 创建客户端
TigerHttpClient client = TigerHttpClient.getInstance().clientConfig(clientConfig);
// 3. Query market status / 查询市场状态
QuoteMarketResponse response = client.execute(QuoteMarketRequest.newRequest(Market.US));| Task | Reference |
|---|---|
| First time setup, SDK install, auth config | quickstart.md |
| Get stock/option/future quotes, K-lines, screener | quote.md |
| Place/modify/cancel orders, check positions/assets | trade.md |
| Option chains, Greeks, expiration dates | option.md |
| Real-time streaming data via WebSocket | push.md |
| Account info, assets, positions, P&L analytics | account.md |
当用户使用中文名称或英文简称时,按下表映射。不在表中的标的根据上下文判断。 Map user's natural language to symbols. For unlisted symbols, infer from context.
| 常见称呼 | 代码 Symbol |
|---|---|
| 腾讯 | 00700 |
| 阿里巴巴、阿里 | 09988 |
| 美团 | 03690 |
| 小米 | 01810 |
| 京东 | 09618 |
| 比亚迪 | 01211 |
| 快手 | 01024 |
| 百度 | 09888 |
| 网易 | 09999 |
| 中芯国际 | 00981 |
| MINIMAX | 00100 |
| 智谱 | 02513 |
| 常见称呼 | 代码 Symbol |
|---|---|
| 苹果 / Apple | AAPL |
| 特斯拉 / Tesla | TSLA |
| 英伟达 / NVIDIA | NVDA |
| 微软 / Microsoft | MSFT |
| 谷歌 / Google | GOOGL |
| 亚马逊 / Amazon | AMZN |
| Meta | META |
| 台积电 / TSM | TSM |
| AMD | AMD |
| 老虎证券 / Tiger / TIGR | TIGR |
| 阿里巴巴(美股)/ BABA | BABA |
| 京东(美股)/ JD | JD |
| 拼多多 / PDD | PDD |
| 标普500 ETF / SPY | SPY |
| 纳指 ETF / QQQ | QQQ |
© qusong0627, 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
SKILL.md and 6 other files (references) in skills/tigeropen-java of qusong0627/QuantMind.
Open the folder on GitHubat commit 17c9e29
Tiger Brokers Java SDK 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 |
|---|---|---|---|---|---|---|
| Tiger Brokers Java SDK this skillqusong0627/QuantMind | 1.7k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | |
| Codingmicronaut-projects/micronaut-openapi | 114 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| API ForgeEliasOulkadi/shokunin | 114 | — | ~2.9k | Automated safety check: Pass | MIT | |
| Web3 PolymarketPolymarket/agent-skills | 191 | 2 repos | ~2k | Automated safety check: Pass | None | |
| AI-Trader Heartbeat PollingHKUDS/AI-Trader | 23k | — | ~1.6k | Automated safety check: Pass | None | |
| Binance Datatoollostleaf/binance-datatool | 148 | — | ~2.5k | Automated safety check: Notes | BSD-3-Clause |
micronaut-projects/micronaut-openapi
Implement and review Java code changes for Micronaut framework repositories using maintainer standards, including JSpecify null-safety conventions.
EliasOulkadi/shokunin
Design REST/GraphQL APIs with OpenAPI 3.1, error handling, pagination, rate limiting, webhooks, and idempotency.
Polymarket/agent-skills
Polymarket integration for prediction market trading on Polygon.
HKUDS/AI-Trader
Polls the AI-Trader heartbeat API on a regular interval to reliably receive messages and tasks, treating the optional WebSocket feed as a non-guaranteed supplement.
lostleaf/binance-datatool
Manage Binance historical market data from data.binance.vision using the binance-datatool CLI.
2025Emma/vibe-coding-cn
Cryptofeed - Real-time cryptocurrency market data feeds from 40+ exchanges.
qusong0627/QuantMind
Produces a post-market review report for the China A-share market from local QuantDB data, news sentiment and model signals, ending in a next-day direction call.
qusong0627/QuantMind
Queries Futu quotes, options, fundamentals and accounts and places orders through the Futu OpenAPI Python SDK, defaulting to simulated trading.
qusong0627/QuantMind
Turns a plain-language model training request into a validated QuantMind training config file that can be imported from the Model Training page.
qusong0627/QuantMind
Covers the Tiger Brokers OpenAPI Python SDK for market data, stock, futures and options trading, push subscriptions, a CLI and an MCP server, defaulting to paper trading.
qusong0627/QuantMind
Guides an agent through the Tiger Brokers OpenAPI C++ SDK for build setup, market data, orders and real-time push, defaulting to paper trading.
qusong0627/QuantMind
Guides building C# and .NET apps on the Tiger Brokers OpenAPI SDK: setup, market data, orders, accounts, options and real-time push, defaulting to paper trading.
Categories
Reference guides for the Tiger Brokers OpenAPI Java SDK: setup, market data, stock, futures and options trading, real-time push, account queries and strategy examples. The skill is organized as a set of reference files that the agent loads according to the task. The quickstart covers Maven or Gradle install, authentication, client setup and basic examples.
Tiger Brokers Java SDK fits situations like: building a Java application that places orders through Tiger Brokers; querying quotes, K-lines or option chains with the Tiger Brokers SDK; subscribing to real-time quote or order updates over WebSocket; setting up the SDK, authentication and a first client for the first time.
Run `npx skills add qusong0627/QuantMind --skill tigeropen-java -a claude-code`. Or copy the skill folder (skills/tigeropen-java in qusong0627/QuantMind) into .claude/skills/tigeropen-java in your project. Claude Code loads it when a task matches its description.
Run `npx skills add qusong0627/QuantMind --skill tigeropen-java -a codex`. Or copy the skill folder (skills/tigeropen-java in qusong0627/QuantMind) into .agents/skills/tigeropen-java in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add qusong0627/QuantMind --skill tigeropen-java -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tigeropen-java, .gemini/skills/tigeropen-java, .github/skills/tigeropen-java and .opencode/skills/tigeropen-java in your project.
SKILL.md names no scripts, command-line tools or credentials: Tiger Brokers Java SDK is instructions for the agent only. Our summary lists: Java JDK 1.8 or newer; Maven or Gradle; A Tiger Brokers developer account. Compatibility (from SKILL.md): Requires Java JDK 1.8+, Maven or Gradle, and a Tiger Brokers developer account.
SKILL.md names 2 domains. As links in the text: docs.itigerup.com and github.com. This is read from the text; nothing was executed.
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.
Tiger Brokers Java SDK is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.2k tokens (SKILL.md is roughly 4.8k 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 71k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Tiger Brokers Java SDK: Coding (micronaut-projects/micronaut-openapi, 114 stars), API Forge (EliasOulkadi/shokunin, 114 stars), Web3 Polymarket (Polymarket/agent-skills, 191 stars) and AI-Trader Heartbeat Polling (HKUDS/AI-Trader, 23k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
qusong0627 (a GitHub user) maintains it in qusong0627/QuantMind, which has 1,711 GitHub stars. The repository holds 27 skills in this directory. The repository was last updated on October 6, 2026.
Source: qusong0627/QuantMind on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.