longbridge-valuation-rank

name	longbridge-valuation-rank
description	Industry valuation rank time series for a single stock via Longbridge — tracks how a stock's PE / PB / PS / dividend-yield rank within its sector has changed over time (rank N of total M). Answers "is my stock becoming relatively cheaper or more expensive vs peers?" Complements longbridge-valuation (single-stock percentile history) and longbridge-industry-valuation (current sector snapshot). Triggers: "行业排名变化", "估值排名", "PE排名历史", "行业估值位置", "排名走势", "估值相对同业", "行業排名變化", "估值排名", "PE排名歷史", "行業估值位置", "排名走勢", "valuation rank", "industry rank history", "PE rank trend", "relative valuation rank", "sector ranking over time", "how does AAPL rank in industry PE".
license	MIT
metadata	{"author":"longbridge","version":"1.0.0","risk_level":"read_only","requires_login":false,"default_install":true,"requires_mcp":false,"tier":"read"}

longbridge-valuation-rank

Prompt-only skill. Fetches the time series of a stock's valuation rank within its industry — each data point shows where the stock sits among peers (e.g., rank 3 out of 28) for PE, PB, PS, and dividend yield.

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

When to use

• "AAPL 在行业里 PE 排名怎么变化的", "AAPL industry PE rank over time", "AAPL 在行業裡 PE 排名怎麼變化"
• "茅台估值相对同业是在改善还是恶化", "is Maotai getting cheaper relative to peers"
• "NVDA PB 行业排名走势", "NVDA PB sector rank trend", "NVDA PB 行業排名走勢"
• "700.HK 股息率行业位置历史", "700.HK dividend yield rank history"

For a current single-stock snapshot (not a trend) → longbridge-valuation.
For today's full sector comparison → longbridge-industry-valuation.
For multi-symbol comparison → longbridge-peer-comparison.

CLI

Run longbridge valuation-rank --help to verify exact flags. Common calls:

# Past 1 year (default) — PE / PB / PS / dividend-yield ranks
longbridge valuation-rank AAPL.US --format json

# Custom date range
longbridge valuation-rank AAPL.US --start 20250101 --end 20251231 --format json
longbridge valuation-rank 700.HK --start 20240101 --end 20251231 --format json

# Help — always verify flags
longbridge valuation-rank --help

Workflow

1. Resolve symbol to <CODE>.<MARKET> format.
2. Run longbridge valuation-rank <SYMBOL> --format json (add --start / --end if the user specifies a range; otherwise omit for the default 1-year window).
3. Parse the time series. Each data point includes a timestamp and sub-objects for pe, pb, ps, dvd — each containing rank and total.
4. Compute trend for each indicator:
   • Direction: is rank rising (improving relative valuation) or falling (deteriorating)?
   • Percentile at each point: (total − rank + 1) / total × 100% → lower rank = lower PE = cheaper.
   • Identify any notable inflection points (large rank jumps).
5. Present as a summary table + trend narrative; omit indicators where data is sparse.

Output

AAPL.US — Industry valuation rank history (past 1 year)
Source: Longbridge Securities

Date       | PE rank | PB rank | PS rank | Dvd rank | Peers (n)
2025-01-31 |  8 / 32 |  5 / 32 | 12 / 32 |  28 / 32 | 32
2025-02-28 |  9 / 32 |  5 / 32 | 11 / 32 |  27 / 32 | 32
…

Trend summary: PE rank improved from 12→8 (valuation became relatively cheaper vs peers) over the period; dividend yield rank remained near bottom (low yield vs peers).

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

Error handling

Situation	简体中文回复	繁體中文 / English
command not found: longbridge	回退到 MCP；如也不可用，请安装 longbridge-terminal。	回退到 MCP；如也不可用，請安裝 longbridge-terminal。/ Fall back to MCP; if unavailable, install longbridge-terminal.
valuation-rank returns empty	"{symbol} 暂无行业估值排名数据，可能不支持该市场或标的。"	"{symbol} 暫無行業估值排名。" / "{symbol} has no industry valuation rank data."
total = 0 or null	跳过该指标，注明无同行数据。	跳過該指標，注明無同行數據。/ Skip the indicator and note no peer data.
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 unavailable (command not found), use MCP tools:

When the CLI is unavailable, fall back to the MCP server. Discover available tools from the MCP server's tool list at runtime — do not rely on hardcoded tool names.

MCP setup: claude mcp add --transport http longbridge https://openapi.longbridge.com/mcp (quote scope).

Related skills

• Single-stock historical percentile (absolute) → longbridge-valuation
• Current sector snapshot (today's comparison) → longbridge-industry-valuation
• Multi-symbol comparison matrix → longbridge-peer-comparison
• Full fundamentals → longbridge-fundamental

File layout

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