majiayu000 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
- Resolve symbol to
<CODE>.<MARKET>format. - Run
longbridge valuation-rank <SYMBOL> --format json(add--start/--endif the user specifies a range; otherwise omit for the default 1-year window). - Parse the time series. Each data point includes a
timestampand sub-objects forpe,pb,ps,dvd— each containingrankandtotal. - 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).
- 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/