Longbridge Developers Platform

Full-stack financial data and trading platform: CLI, Python/Rust SDK, MCP, and LLM integration.

Response language: match the user's input language — Simplified Chinese / Traditional Chinese / English.

Official docs: https://open.longbridge.com llms.txt: https://open.longbridge.com/llms.txt

For setup and authentication details, see references/setup.md.

全栈金融数据与交易平台：包含CLI、Python/Rust SDK、MCP以及LLM集成。

响应语言：匹配用户输入语言——简体中文/繁体中文/英文。

官方文档：https://open.longbridge.com llms.txt：https://open.longbridge.com/llms.txt

关于设置和认证详情，请查看references/setup.md。

Investment Analysis Workflow

投资分析工作流

When the user asks about stock performance, portfolio advice, or market analysis:

Get live data via CLI — quotes, positions, K-line history, intraday
Get news/catalysts via CLI — prefer Longbridge first; fall back to WebSearch only if insufficient
Combine — price action + volume + catalyst → analysis + suggestion

bash

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当用户询问股票表现、投资组合建议或市场分析时：

通过CLI获取实时数据——报价、持仓、K线历史、日内数据
通过CLI获取新闻/催化剂信息——优先使用Longbridge；仅当信息不足时才 fallback 到WebSearch
整合分析——价格走势 + 成交量 + 催化剂信息 → 分析结果 + 建议

bash

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Market data

longbridge quote SYMBOL.US longbridge positions # stock positions longbridge portfolio # P/L, asset distribution, holdings, cash (always pull when user asks about "my portfolio") longbridge portfolio short-margin # short-selling margin deposit details per position longbridge kline history SYMBOL.US --start YYYY-MM-DD --end YYYY-MM-DD --period day longbridge intraday SYMBOL.US

News & content (prefer these over WebSearch)

longbridge news SYMBOL.US # latest news articles longbridge news detail <id> # full article content longbridge news search "keyword" # keyword search across news articles longbridge filing SYMBOL.US # regulatory filings list (8-K, 10-Q, 10-K, etc.) longbridge topic SYMBOL.US # community discussion longbridge topic search "keyword" # keyword search across community topics longbridge market-temp # market sentiment index (0–100)

Fundamentals & analysis

longbridge financial-statement SYMBOL.US --kind ALL # hierarchical IS/BS/CF with YoY longbridge financial-report SYMBOL.US --latest # key KPI summary (revenue/EPS/ROE) longbridge analyst-estimates SYMBOL.US # EPS consensus (high/low/mean/median) longbridge valuation-rank SYMBOL.US # daily PE/PB/PS industry percentile rank

IPO

longbridge ipo subscriptions # HK IPOs in subscription stage longbridge ipo calendar # all upcoming and recent IPOs longbridge ipo us-subscriptions # US IPOs in subscription stage

Account

longbridge assets # full asset overview: cash, buying power, margin, risk level longbridge statement --help # check subcommands for statement export options longbridge bank-cards # bank cards linked to the account longbridge withdrawals # withdrawal history longbridge deposits # deposit history

Institutional investors (SEC 13F)

longbridge investors # top active fund managers by AUM longbridge investors <CIK> # holdings for a specific investor by CIK longbridge insider-trades SYMBOL.US # SEC Form 4 insider transaction history


For commands with complex flags, always run `longbridge <command> --help` for current options.

Only fall back to WebSearch when Longbridge news is insufficient (e.g., breaking news not yet indexed, macro events unrelated to a specific symbol).

---

longbridge investors # top active fund managers by AUM longbridge investors <CIK> # holdings for a specific investor by CIK longbridge insider-trades SYMBOL.US # SEC Form 4 insider transaction history


对于带有复杂参数的命令，请始终运行`longbridge <command> --help`以查看当前可用选项。

仅当Longbridge新闻信息不足时才使用WebSearch（例如：尚未收录的突发新闻、与特定标的无关的宏观事件）。

---

Choose the Right Tool

选择合适的工具

User wants to...                         → Use
─────────────────────────────────────────────────────────────────
Quick quote / one-off data lookup        CLI
Interactive terminal workflows           CLI
Script market data, save to file         CLI + jq  (or Python SDK)
Loops, conditions, transformations       Python SDK (sync)
Async pipelines, concurrent fetches      Python SDK (async)
Production service, high throughput      Rust SDK
Real-time WebSocket subscription loop    SDK (Python or Rust)
Programmatic order strategy              SDK
Talk to AI about stocks (no code)        MCP (hosted or self-hosted)
Use Cursor/Claude for trading analysis   MCP
Add Longbridge API docs to IDE/RAG       LLMs.txt / Markdown API

用户想要……                         → 使用工具
─────────────────────────────────────────────────────────────────
快速报价 / 一次性数据查询        CLI
交互式终端工作流           CLI
编写脚本获取市场数据并保存到文件         CLI + jq （或Python SDK）
循环、条件判断、数据转换       Python SDK（同步）
异步流水线、并发获取数据      Python SDK（异步）
生产服务、高吞吐量      Rust SDK
实时WebSocket订阅循环    SDK（Python或Rust）
程序化订单策略              SDK
无需代码即可与AI讨论股票        MCP（托管或自托管）
使用Cursor/Claude进行交易分析   MCP
将Longbridge API文档添加到IDE/RAG       LLMs.txt / Markdown API

Symbol Format

代码格式

<CODE>.<MARKET>

— applies to all tools.

Market	Suffix	Examples
Hong Kong	`HK`	`700.HK` , `9988.HK` , `2318.HK`
United States	`US`	`TSLA.US` , `AAPL.US` , `NVDA.US`
China Shanghai	`SH`	`600519.SH` , `000001.SH`
China Shenzhen	`SZ`	`000568.SZ` , `300750.SZ`
Singapore	`SG`	`D05.SG` , `U11.SG`
Crypto	`HAS`	`BTCUSD.HAS` , `ETHUSD.HAS`

<CODE>.<MARKET>

— 适用于所有工具。

市场	后缀	示例
香港	`HK`	`700.HK` , `9988.HK` , `2318.HK`
美国	`US`	`TSLA.US` , `AAPL.US` , `NVDA.US`
中国上海	`SH`	`600519.SH` , `000001.SH`
中国深圳	`SZ`	`000568.SZ` , `300750.SZ`
新加坡	`SG`	`D05.SG` , `U11.SG`
加密货币	`HAS`	`BTCUSD.HAS` , `ETHUSD.HAS`

Reference Files

参考文件

CLI (Terminal)

CLI（终端）

Overview — install, auth, output formats, patterns: references/cli/overview.md

Always use
longbridge --help
to list available commands, and
longbridge <command> --help
for specific options and flags. Do not rely on hardcoded documentation — the CLI's built-in help is always up-to-date.

概述 — 安装、认证、输出格式、使用模式：references/cli/overview.md

**请始终使用

longbridge --help

查看可用命令，使用

longbridge <command> --help

查看特定命令的选项和参数。**不要依赖硬编码的文档——CLI内置的帮助信息始终是最新的。

Python SDK

Overview — install, Config, auth, HttpClient: references/python-sdk/overview.md
QuoteContext — all quote methods + subscriptions: references/python-sdk/quote-context.md
TradeContext — orders, account, executions: references/python-sdk/trade-context.md
Types & Enums — Period, OrderType, SubType, push types: references/python-sdk/types.md

概述 — 安装、配置、认证、HttpClient：references/python-sdk/overview.md
QuoteContext — 所有报价方法 + 订阅功能：references/python-sdk/quote-context.md
TradeContext — 订单、账户、成交记录：references/python-sdk/trade-context.md
类型与枚举 — 周期、订单类型、订阅类型、推送类型：references/python-sdk/types.md

Rust SDK

Overview — Cargo.toml, Config, auth, error handling: references/rust-sdk/overview.md
QuoteContext — all methods, SubFlags, PushEvent: references/rust-sdk/quote-context.md
TradeContext — orders, SubmitOrderOptions builder, account: references/rust-sdk/trade-context.md
Content — news, filings, topics (ContentContext + Python fallback): references/rust-sdk/content.md
Types & Enums — all Rust enums and structs: references/rust-sdk/types.md

概述 — Cargo.toml配置、设置、认证、错误处理：references/rust-sdk/overview.md
QuoteContext — 所有方法、订阅标记、推送事件：references/rust-sdk/quote-context.md
TradeContext — 订单、SubmitOrderOptions构建器、账户：references/rust-sdk/trade-context.md
内容模块 — 新闻、监管文件、社区话题（ContentContext + Python降级方案）：references/rust-sdk/content.md
类型与枚举 — 所有Rust枚举和结构体：references/rust-sdk/types.md

AI Integration

AI集成

MCP — hosted service, self-hosted server, setup & auth: references/mcp.md
LLMs & Markdown — llms.txt,
```
open.longbridge.com
```
doc Markdown,
```
longbridge.com
```
live news/quote pages (
```
.md
```
suffix + Accept header), Cursor/IDE integration: references/llm.md

Load specific reference files on demand — do not load all at once.

MCP — 托管服务、自托管服务器、设置与认证：references/mcp.md
LLMs与Markdown — llms.txt、
```
open.longbridge.com
```
文档Markdown、
```
longbridge.com
```
实时新闻/报价页面（添加
```
.md
```
后缀 + Accept请求头）、Cursor/IDE集成：references/llm.md

按需加载特定参考文件——不要一次性加载所有文件。

Related skills

相关Skill

The skills below are siblings in the

longbridge/skills

family. If they're installed, defer to them for the listed user intents — they're more specialised and produce better-formatted output. If they're not installed, this skill's own CLI workflow above can handle the same queries with less specialised formatting; the foundation skill remains usable standalone.

If the user wants …	Use
Live quote / static reference / valuation indices for a single name	`longbridge-quote`
Candlestick / intraday chart	`longbridge-kline`
Orderbook depth / brokers / tick trades	`longbridge-depth`
Capital flow / large-order distribution	`longbridge-capital-flow`
Market-level state — open / close, sentiment temperature, calendar	`longbridge-market-temp`
Options / warrants	`longbridge-derivatives`
US overnight-eligible securities catalog / HK broker dictionary	`longbridge-security-list`
Stock + fund holdings, multi-currency assets, margin ratio, max-buy quantity	`longbridge-positions`
Today's / historical orders, executions, cash flow	`longbridge-orders`
Read-only watchlist groups	`longbridge-watchlist`
Watchlist mutations (create / rename / add / remove)	`longbridge-watchlist-admin`
Active real-time WebSocket subscription diagnostics	`longbridge-subscriptions`
"Is X expensive?" — historical PE / PB percentile, industry context	`longbridge-valuation`
5-dimension fundamentals (KPIs, dividends, consensus, ratings)	`longbridge-fundamental`
2–5 symbol comparison matrix	`longbridge-peer-comparison`
Account-level P&L and contribution analysis	`longbridge-portfolio`
Classified news + filings + community sentiment for a single name	`longbridge-news`
Daily incremental briefing across the watchlist	`longbridge-catalyst-radar`
Institutional-grade post-earnings DOCX report (8–12 pages)	`longbridge-earnings`

This skill (

longbridge

) stays in scope when the user asks about: SDK syntax (Python / Rust), MCP server setup, LLMs.txt / IDE / RAG integration, raw CLI subcommand discovery, or anything cross-cutting that doesn't map cleanly to one specialised skill.

以下Skill属于

longbridge/skills

家族的同类Skill。如果已安装这些Skill，针对列出的用户需求应优先使用它们——它们更为专业，输出格式更优。如果未安装，本Skill的CLI工作流也可以处理相同查询，只是输出格式不够专业；本基础Skill可独立使用。

如果用户想要……	使用Skill
单个标的的实时报价 / 静态参考 / 估值指标	`longbridge-quote`
K线图 / 日内走势图	`longbridge-kline`
订单簿深度 / 券商信息 / 逐笔成交	`longbridge-depth`
资金流向 / 大额订单分布	`longbridge-capital-flow`
市场整体状态——开盘/收盘、情绪温度、日历	`longbridge-market-temp`
期权 / 窝轮	`longbridge-derivatives`
美国隔夜可交易证券目录 / 香港券商词典	`longbridge-security-list`
股票+基金持仓、多币种资产、保证金比例、最大可买数量	`longbridge-positions`
当日/历史订单、成交记录、现金流	`longbridge-orders`
只读自选股组	`longbridge-watchlist`
自选股操作（创建/重命名/添加/移除）	`longbridge-watchlist-admin`
实时WebSocket订阅诊断	`longbridge-subscriptions`
"X是否高估？"——历史PE/PB百分位、行业背景	`longbridge-valuation`
五维度基本面（关键指标、分红、一致预期、评级）	`longbridge-fundamental`
2-5个标的对比矩阵	`longbridge-peer-comparison`
账户级盈亏及贡献分析	`longbridge-portfolio`
单个标的的分类新闻 + 监管文件 + 社区情绪	`longbridge-news`
自选股每日增量简报	`longbridge-catalyst-radar`
机构级财报后DOCX报告（8-12页）	`longbridge-earnings`

当用户询问以下内容时，本Skill（

longbridge

）适用：SDK语法（Python/Rust）、MCP服务器设置、LLMs.txt/IDE/RAG集成、原始CLI子命令探索，或任何跨领域且无法清晰对应到某一专业Skill的需求。

longbridge

Original

Translation

Longbridge Developers Platform

Longbridge Developers Platform

Investment Analysis Workflow

投资分析工作流

Market data

Market data

News & content (prefer these over WebSearch)

News & content (prefer these over WebSearch)

Fundamentals & analysis

Fundamentals & analysis

IPO

IPO

Account

Account

Institutional investors (SEC 13F)

Institutional investors (SEC 13F)

Choose the Right Tool

选择合适的工具

Symbol Format

代码格式

Reference Files

参考文件

CLI (Terminal)

CLI（终端）

Python SDK

Python SDK

Rust SDK

Rust SDK

AI Integration

AI集成

Related skills

相关Skill