longbridge-quant

Original：🇺🇸 English

Translated

Server-side quantitative indicator runner via Longbridge Securities — execute Pine Script v6 syntax subset against historical K-line data on Longbridge servers without a local Python environment. Supports built-in indicators (MACD, RSI, Bollinger Bands, EMA, SMA, etc.) and custom calculation logic; results returned as JSON. Triggers: "量化指标", "Pine Script", "指标计算", "MACD计算", "RSI计算", "服务端指标", "指标脚本", "量化脚本", "技术指标运行", "量化指標", "指標計算", "MACD計算", "RSI計算", "服務端指標", "指標腳本", "quant indicator", "Pine Script", "indicator calculation", "run indicator", "server-side quant", "MACD script", "RSI calculation", "technical indicator runner", "quant run".

3installs

Sourcelongbridge/skills

Added on2026-05-13

NPX Install

npx skill4agent add longbridge/skills longbridge-quant

SKILL.md Content

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longbridge-quant

Server-side quantitative indicator runner: execute Pine Script v6 syntax subset on historical K-line data via Longbridge Securities servers.

⚠️ Beta feature:
longbridge quant run
may return
internal server error
if the feature is not yet enabled for your account. Contact Longbridge support to enable quantitative script access if needed.

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

When to use

"帮我算 TSLA 的 MACD", "計算 RSI(14)", "run MACD on NVDA" →
```
longbridge quant run
```
with a built-in
```
ta.*
```
function
"用 Pine Script 算布林带", "自定义指标脚本", "custom Pine Script indicator" → pass a script string or pipe a
```
.pine
```
file
"我想看近一年 EMA20", "EMA 20 for the past year" → set
```
--start
```
/
```
--end
```
accordingly

For raw OHLCV data without indicator logic, defer to

longbridge-kline

. For visual chart output, defer to

longbridge-kline

.

Workflow

Identify the symbol, date range, and indicator expression from the prompt.
Run
```
longbridge quant run --help
```
to check supported functions and flags before constructing the call.
Build the
```
--script
```
string using Pine Script v6
```
ta.*
```
built-ins (e.g.
```
ta.macd
```
,
```
ta.rsi
```
,
```
ta.ema
```
,
```
ta.bb
```
).
For multi-indicator requests, wrap them in a list:
```
"[ta.macd(...), ta.rsi(...)]"
```
.
Return JSON output; summarise the last N rows in a date-sorted table.

CLI

Run
longbridge quant run --help
before constructing calls — it is the canonical source for supported functions, operators, and flags.

bash

# Inspect supported functions and flags first
longbridge quant run --help

# Single built-in indicator — 20-day EMA
longbridge quant run AAPL.US --start 2025-01-01 --end 2025-12-31 \
  --script "ta.ema(close, 20)" --format json

# RSI(14) for a date range
longbridge quant run TSLA.US --start 2026-01-01 --end 2026-04-30 \
  --script "ta.rsi(close, 14)" --format json

# Multi-indicator: MACD + RSI combined
longbridge quant run NVDA.US --start 2025-01-01 --end 2026-01-01 \
  --script "[ta.macd(close,12,26,9), ta.rsi(close,14)]" --format json

# Bollinger Bands
longbridge quant run 700.HK --start 2025-06-01 --end 2025-12-31 \
  --script "ta.bb(close, 20, 2)" --format json

# Pipe a custom Pine Script file
cat myindicator.pine | longbridge quant run AAPL.US \
  --start 2025-01-01 --end 2025-12-31 --format json

Note:

longbridge quant run

uses a Pine Script v6 syntax subset. Not all Pine Script v6 functions are available — check

--help

for the full supported function and operator list.

Output

Present results as a date-sorted table with indicator columns. Example layout:

Date	EMA(20)	RSI(14)
2025-12-31	248.32	61.4
2025-12-30	247.89	59.8

Always show the date range queried and the symbol.
For multi-output indicators (e.g. MACD returns MACD line / signal / histogram), show all components as separate columns.
Cite Longbridge Securities as the data source.

Error handling

Situation	简体回复 / 繁体回复 / English reply
`command not found: longbridge`	请安装 longbridge-terminal / 請安裝 longbridge-terminal / Install longbridge-terminal first; fall back to MCP if configured.
`unsupported function` / `parse error`	指定函数不在支持列表，请运行 `--help` 查看可用函数 / 指定函數不在支援清單，請執行 `--help` 查看可用函數 / Function not supported — run `longbridge quant run --help` for the full list.
`not logged in` / `unauthorized`	运行 `longbridge auth login` / 執行 `longbridge auth login` / Run `longbridge auth login` .
Empty result	指定日期范围内无数据 / 指定日期範圍內無數據 / No data for the requested date range.
Other stderr	Surface verbatim — never silently retry.

MCP fallback

When the CLI binary is missing, fall back via the equivalent MCP tool:

CLI	MCP tool
`longbridge quant run ...`	`mcp__longbridge__quant_run`

If the tool name does not resolve, ask the user to install the CLI.

Related skills

Skill	Why
`longbridge-kline`	Raw OHLCV candlestick data without indicator computation.
`longbridge-anomaly`	Pre-computed unusual price/volume alerts on the server.
`longbridge-capital-flow`	Intraday money-flow signals complementing technical indicators.

File layout

longbridge-quant/
└── SKILL.md          # prompt-only, no scripts/

longbridge-quant

NPX Install

Tags

SKILL.md Content

longbridge-quant

When to use

Workflow

CLI

Output

Error handling

MCP fallback

Related skills

File layout