longbridge-industry-valuation

Original：🇺🇸 English

Translated

Industry valuation comparison and distribution analysis via Longbridge — cross-peer valuation matrix (PE / PB / PS / dividend yield), industry-percentile ranking, and industry premium / discount for a single stock. Triggers: "行业估值", "行业溢价", "行业折价", "行业对比", "行业百分位", "同行业估值", "板块估值", "行业贵不贵", "行業估值", "行業溢價", "行業折價", "行業對比", "行業百分位", "板塊估值", "industry valuation", "sector valuation", "industry premium", "industry percentile", "peer valuation", "sector PE", "TSLA.US industry valuation", "700.HK sector comparison".

3installs

Sourcelongbridge/skills

Added on2026-05-09

NPX Install

npx skill4agent add longbridge/skills longbridge-industry-valuation

SKILL.md Content

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longbridge-industry-valuation

Prompt-only analysis skill. Fetches Longbridge industry-valuation data to produce a cross-peer matrix, percentile ranking, and premium/discount analysis for a target stock within its industry.

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

When to use

"TSLA 在汽车行业估值水平怎样", "TSLA industry valuation", "TSLA 在汽車行業估值水平如何"
"NVDA 相比半导体行业贵不贵", "is NVDA expensive vs semiconductor peers"
"700.HK 行业百分位", "700.HK industry percentile"
"茅台板块估值对比", "Maotai sector valuation matrix"
"行业内 PE 分布", "PE distribution in sector"

For a single-stock snapshot without peers, use

longbridge-valuation

. For 2–5 specific symbols, use

longbridge-peer-comparison

.

CLI

Run

longbridge industry-valuation --help

to verify exact flags. Call concurrently:

bash

# Peer comparison matrix
longbridge industry-valuation TSLA.US --format json

# Percentile distribution in the industry
longbridge industry-valuation dist TSLA.US --format json

# With explicit currency normalisation (verify flag with --help)
longbridge industry-valuation TSLA.US --currency USD --format json
longbridge industry-valuation 700.HK  --currency HKD --format json
longbridge industry-valuation 600519.SH --currency CNY --format json

# If unsure about any flag:
longbridge industry-valuation --help

Workflow

Resolve symbol to
```
<CODE>.<MARKET>
```
. Multiple unrelated sectors → run per symbol.

Call CLI concurrently:

industry-valuation <symbol>

+

industry-valuation dist <symbol>

.

If
```
longbridge
```
is not installed, fall back to MCP.

In-LLM analysis:

Quantity	Method
Industry premium / discount	`(target PE − industry median PE) / industry median PE × 100%`
Percentile rank	Position of target in the `dist` distribution; bucket into low (<33rd) / mid (33–67th) / high (>67th pct)
Multi-metric view	Repeat for PB, PS, dividend yield — note when metrics diverge
Cross-currency caveat	If peers span markets (USD / HKD / CNY), flag that earnings-based ratios (PE, PB) are comparable but market-cap-based ones may reflect FX

Flag cyclical industries (energy, materials, shipping, banks, property): PE can invert near cycle peaks/troughs — add caveat.
Output structured report; cite Longbridge Securities; end with disclaimer.

Output template

{Symbol} ({code}) Industry Valuation — Source: Longbridge Securities
Industry: {industry_name}  |  Peers in sample: N  |  Currency: {currency}

[Peer valuation matrix]
| Symbol | PE (TTM) | PB | PS | Div Yield |
|--------|---------|----|----|-----------|
| {sym}  | {PE}    | {PB}| {PS}| {Y%}    |
| ...    | ...     | ...|... | ...       |
| {TARGET} ★ | {PE} | {PB} | {PS} | {Y%} |
| Industry median | {PE} | {PB} | {PS} | {Y%} |

[Industry premium / discount]
- vs industry median PE: {TARGET} trades at {+N% premium / −N% discount}
- vs industry median PB: {+N% / −N%}
- vs industry median PS: {+N% / −N%}

[Industry percentile rank]
- PE percentile: {N}th  → {low / mid / high} valuation bucket
- PB percentile: {N}th
- Overall: {valuation characterisation}

[Context]
{1–2 sentences on why premium/discount may be justified: growth rate, margins, moat, or flag if stretched}

{Cyclical caveat if applicable}

⚠️ 以上数据仅供参考，不构成投资建议。/ 以上數據僅供參考，不構成投資建議。/ For reference only. Not investment advice.

(State "data unavailable" for any section that returns no data; do not invent values.)

Error handling

Situation	简体中文回复	繁體中文 / English
`command not found: longbridge`	回退到 MCP；如 MCP 也不可用，请用户安装 longbridge-terminal。	回退到 MCP；如也不可用，請安裝 longbridge-terminal。/ Fall back to MCP; if also unavailable, tell user to install longbridge-terminal.
stderr `not logged in`	请运行 `longbridge auth login` 登录。	請執行 `longbridge auth login` 。/ Run `longbridge auth login` .
`industry-valuation` returns empty	"{symbol} 暂无行业估值数据（可能为新上市或行业覆盖不足）。"	"{symbol} 暫無行業估值數據。" / "{symbol} has no industry valuation data (newly listed or insufficient coverage)."
Industry sample < 5 peers	注明"同业样本较少，百分位仅供参考"。	注明"同業樣本不足"。/ Caveat: "industry sample sparse; percentile is indicative only."
`dist` returns empty	跳过百分位分析，仅展示对比矩阵。	跳過百分位分析。/ Skip percentile analysis; show matrix only.
Cross-currency peers	添加汇率差异提示，不对市值类指标做绝对比较。	添加匯率差異提示。/ Flag FX differences; do not compare market-cap metrics absolutely.
Other stderr	直接显示原始错误，不静默重试。	顯示原始錯誤。/ Surface verbatim — do not retry silently.

MCP fallback

If

longbridge

CLI is not installed (

command not found

), use MCP tools:

MCP tool	CLI equivalent
`mcp__longbridge__industry_valuation`	`longbridge industry-valuation`
`mcp__longbridge__industry_valuation_dist`	`longbridge industry-valuation dist`
`mcp__longbridge__valuation`	`longbridge valuation` (single-stock snapshot)

MCP setup:

claude mcp add --transport http longbridge https://openapi.longbridge.com/mcp

(

quote

scope).

Related skills

Single-stock historical percentile →
```
longbridge-valuation
```
2–5 hand-picked symbol comparison →
```
longbridge-peer-comparison
```
Analyst consensus & target price →
```
longbridge-consensus
```
Business fundamentals (revenue / ROE) →
```
longbridge-fundamental
```

File layout

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

longbridge-industry-valuation

NPX Install

Tags

SKILL.md Content

longbridge-industry-valuation

When to use

CLI

Workflow

Output template

Error handling

MCP fallback

Related skills

File layout