longbridge-peer-comparison

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🇺🇸

Original

English

🇨🇳

Translation

Chinese

longbridge-peer-comparison

Prompt-only skill that takes 2–5 symbols, runs the same per-symbol orchestration concurrently, and renders one normalised matrix.

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

仅基于提示词的技能，支持输入2-5个标的代码，并行执行针对每个标的的编排流程，生成标准化的对比矩阵。

响应语言：匹配用户输入语言——简体中文/繁体中文/英文。

When to use

使用场景

"茅台五粮液哪个便宜", "AAPL vs GOOG vs MSFT"
"NVDA AMD 哪个增速快", "科技七姐妹谁最强"
"茅台跟 700 谁估值低" (cross-currency + cross-industry — render with explicit disclaimer)

"茅台五粮液哪个便宜", "AAPL vs GOOG vs MSFT"
"NVDA AMD 哪个增速快", "科技七姐妹谁最强"
"茅台跟 700 谁估值低" (跨币种+跨行业——需显示明确免责声明)

Symbol-count rules

标的数量规则

Count	Behaviour
0	Ask: "Which symbols would you like to compare?"
1	Reroute → `longbridge-valuation` (#14) or `longbridge-fundamental` (#15)
2–5	Run normally
≥ 6	Ask user to narrow to 3–5 ("matrix becomes unreadable beyond 5")

数量	行为
0	询问："你想对比哪些标的？"
1	重定向至 `longbridge-valuation` (#14) 或 `longbridge-fundamental` (#15)
2–5	正常运行
≥ 6	请用户缩减至3–5个（"超过5个标的后矩阵会难以阅读"）

Cross-cohort caveats

跨类别注意事项

Cross-currency (e.g.
```
NVDA.US
```
+
```
600519.SH
```
) → render the matrix; add an explicit disclaimer at the top of the table: "cross-currency comparison shows relative levels only; no FX conversion is applied".
Cross-industry (e.g. tech + spirits) → render the matrix; add: "cross-industry comparison has limited meaning — valuation thresholds are not comparable".
Cross-market (different accounting standards: IFRS / US GAAP / CN GAAP) → add: "data uses different accounting standards; treat as a rough benchmark."

跨币种 (例如
```
NVDA.US
```
+
```
600519.SH
```
) → 生成矩阵；在表格顶部添加明确免责声明："跨币种对比仅展示相对水平，未进行汇率转换"。
跨行业 (例如科技+白酒) → 生成矩阵；添加："跨行业对比参考意义有限——估值阈值不具备可比性"。
跨市场 (不同会计准则：IFRS / US GAAP / CN GAAP) → 添加："数据采用不同会计准则，仅作粗略参考基准。"

CLI

Run

longbridge <subcommand> --help

to verify exact flags. Per-symbol calls (run concurrently for all symbols):

bash

longbridge quote NVDA.US --format json
longbridge calc-index NVDA.US --format json
longbridge financial-report NVDA.US --format json   # headline KPIs only — no need for full IS/BS/CF
longbridge valuation NVDA.US --format json

运行

longbridge <subcommand> --help

查看具体参数。针对每个标的调用以下命令（所有标的并行执行）：

bash

longbridge quote NVDA.US --format json
longbridge calc-index NVDA.US --format json
longbridge financial-report NVDA.US --format json   # 仅需关键指标——无需完整的利润表/资产负债表/现金流量表
longbridge valuation NVDA.US --format json

Workflow

工作流程

Resolve every symbol to
```
<CODE>.<MARKET>
```
. Apply the count rules above.
Concurrently per symbol, call CLI commands (see CLI section). If
```
longbridge
```
is not installed, fall back to MCP.
Do not pull the full IS/BS/CF —
```
financial-report
```
headline fields are enough for the KPIs.
Normalise (label currency on every figure; do not auto-convert FX). Render as a Markdown table — rows are dimensions, columns are symbols.
Add the observations paragraph at the bottom (data-only, no winners).

将每个标的解析为
```
<CODE>.<MARKET>
```
格式。应用上述数量规则。
针对每个标的并行调用CLI命令（见CLI章节）。若未安装longbridge，则 fallback 至MCP。
请勿拉取完整的利润表/资产负债表/现金流量表——
```
financial-report
```
的关键字段已足够支撑所需指标。
标准化处理（为每个数值标注币种；请勿自动转换汇率）。以Markdown表格形式呈现——行代表维度，列代表标的。
在底部添加观察段落（仅基于数据，不推荐标的）。

Output template

输出模板

{symbol₁ vs symbol₂ vs ...} comparison — Source: Longbridge Securities
[If cross-currency / cross-industry / cross-market: disclaimer here]

| Dimension | Symbol₁ | Symbol₂ | Symbol₃ |
|---|---|---|---|
| Last (CCY) | ... | ... | ... |
| Today's change | ... | ... | ... |
| Market cap | ... | ... | ... |
| **Valuation** | | | |
| PE (TTM) | ... | ... | ... |
| PB | ... | ... | ... |
| PS | ... | ... | ... |
| Dividend yield | ... | ... | ... |
| **Financials (latest period)** | | | |
| Revenue YoY | ... | ... | ... |
| Net income YoY | ... | ... | ... |
| ROE | ... | ... | ... |

[Observations]
- Valuation: who is highest / lowest on PE / PB / PS
- Growth: who leads on revenue / net income YoY
- Dividend: highest yield
- Scale: market-cap ratios

⚠️ 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.

(Translate into the user's language; keep numerics + ticker symbols verbatim.)

{symbol₁ vs symbol₂ vs ...} 对比 — 来源：Longbridge Securities
[若为跨币种/跨行业/跨市场：此处显示免责声明]

| 维度 | Symbol₁ | Symbol₂ | Symbol₃ |
|---|---|---|---|
| 最新价（币种） | ... | ... | ... |
| 今日涨跌幅 | ... | ... | ... |
| 市值 | ... | ... | ... |
| **估值** | | | |
| PE (TTM) | ... | ... | ... |
| PB | ... | ... | ... |
| PS | ... | ... | ... |
| 股息率 | ... | ... | ... |
| **财务数据（最新期）** | | | |
| 营收同比 | ... | ... | ... |
| 净利润同比 | ... | ... | ... |
| ROE | ... | ... | ... |

[观察]
- 估值：PE/PB/PS最高/最低的标的
- 增长：营收/净利润同比领先的标的
- 股息：股息率最高的标的
- 规模：市值对比

⚠️ 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.

（翻译为用户使用的语言；保留数值和标的代码不变。）

Output constraints

输出约束

Must be a Markdown table, dimensions × symbols.
Must label currency on every numeric figure (CNY / USD / HKD / SGD); no auto-FX conversion.
Must end with not-investment-advice disclaimer.
Cross-currency / cross-industry / cross-market → must include the disclaimer at the top of the table.

必须采用Markdown表格形式，维度×标的。
必须为每个数值标注币种（CNY / USD / HKD / SGD）；禁止自动转换汇率。
必须以投资免责声明结尾。
跨币种/跨行业/跨市场场景→必须在表格顶部添加相应免责声明。

Performance note

性能说明

2–5 symbols × 4 tools = 8–20 MCP calls. Latency may be visible. If the user gives 5 symbols, optionally tell them "comparing 5 symbols, fetching in parallel..." before delivering.

2–5个标的 × 4个工具 = 8–20次MCP调用。可能会有明显延迟。若用户输入5个标的，可在返回结果前告知用户*"正在对比5个标的，并行获取数据中..."*。

Error handling

错误处理

Situation	Reply
`command not found: longbridge`	Fall back to MCP; if MCP also unavailable, tell user to install longbridge-terminal.
Some symbols' data missing	Render N/A in those rows; explain which symbol(s) failed
1 symbol only	Reroute to `longbridge-valuation` / `longbridge-fundamental`
≥ 6 symbols	Trim to top 5; tell user the rest are dropped
stderr `not logged in`	Tell user to run `longbridge auth login` .

场景	回复
`command not found: longbridge`	Fallback至MCP；若MCP也不可用，告知用户安装longbridge-terminal。
部分标的数据缺失	在对应行显示N/A；说明哪些标的获取数据失败
仅1个标的	重定向至 `longbridge-valuation` / `longbridge-fundamental`
≥ 6个标的	保留前5个；告知用户其余标的已被剔除
stderr `not logged in`	告知用户执行 `longbridge auth login` 。

MCP fallback

MCP Fallback

longbridge

CLI is not installed (

command not found

), use MCP tools instead (per symbol):

MCP tool	CLI equivalent
`mcp__longbridge__quote`	`longbridge quote`
`mcp__longbridge__calc_indexes`	`longbridge calc-index`
`mcp__longbridge__latest_financial_report`	`longbridge financial-report`
`mcp__longbridge__valuation`	`longbridge valuation`

MCP setup:

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

(

quote

scope).

若未安装longbridge CLI（提示

command not found

），则改用MCP工具（针对每个标的）：

MCP工具	CLI等效命令
`mcp__longbridge__quote`	`longbridge quote`
`mcp__longbridge__calc_indexes`	`longbridge calc-index`
`mcp__longbridge__latest_financial_report`	`longbridge financial-report`
`mcp__longbridge__valuation`	`longbridge valuation`

MCP配置：

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

（

quote

权限）。

Related skills

File layout

文件结构

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

longbridge-peer-comparison/
└── SKILL.md          # 仅基于提示词，无scripts/目录

longbridge-peer-comparison

Original

Translation

longbridge-peer-comparison

longbridge-peer-comparison

When to use

使用场景

Symbol-count rules

标的数量规则

Cross-cohort caveats

跨类别注意事项

CLI

CLI

Workflow

工作流程

Output template

输出模板

Output constraints

输出约束

Performance note

性能说明

Error handling

错误处理

MCP fallback

MCP Fallback

Related skills

相关技能

File layout

文件结构