Longbridge Finance Query

longbridge-finance-query

Cross-market financial metrics batch query — revenue, net profit, ROE, debt ratio, free cash flow, gross margin, and other core KPIs for one or more symbols. Supports multi-symbol horizontal comparison.

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

When to use

Trigger when the user asks about:

• Core financial metrics for one or more stocks — "NVDA 最新营收", "苹果净利润", "帮我查这几家公司的ROE"
• Cross-stock financial comparison — "TSLA 和 BYD 的毛利率对比", "科技股自由现金流排名"
• Specific financial line items — "资产负债率", "经营现金流", "每股收益"
• Natural-language financial screening — "哪些股票ROE超过20%" (note: Longbridge returns data for specified symbols; full market screening is not supported)

For a single company's full financial deep-dive, prefer longbridge-fundamental. For segment-level operating breakdown, prefer longbridge-business-query.

Workflow

1. Extract all symbols from the prompt; normalise each to <CODE>.<MARKET>.
2. Identify which financial statements are needed:
   • Income statement (revenue, gross profit, net profit, EPS) → --kind IS
   • Balance sheet (total assets, total liabilities, debt ratio, equity) → --kind BS
   • Cash flow (operating CF, free CF) → --kind CF
3. Run longbridge financial-report for each symbol and statement type.
4. Run longbridge calc-index for computed ratios (PE, PB, ROE, ROA).
5. Merge results by symbol; present as a comparison matrix when multiple symbols are requested.

CLI

# Income statement — revenue, gross profit, net profit, EPS
longbridge financial-report <SYMBOL> --kind IS --format json

# Balance sheet — assets, liabilities, equity
longbridge financial-report <SYMBOL> --kind BS --format json

# Cash flow — operating, investing, financing, free cash flow
longbridge financial-report <SYMBOL> --kind CF --format json

# Computed indices — ROE, ROA, PE, PB
longbridge calc-index <SYMBOL> --index roe,roa,pe_ttm,pb --format json

Run longbridge financial-report --help and longbridge calc-index --help to confirm current flag names and available --kind options.

Output

For a single symbol, present a financial snapshot table. For multiple symbols, present a comparison matrix:

Always include the fiscal period and currency in the output.

Error handling

MCP fallback

When the CLI is unavailable, fall back to the MCP server. Discover available tools from the MCP server's tool list at runtime.

Related skills

File layout

longbridge-finance-query/
└── SKILL.md

Prompt-only — no scripts/. Discover current CLI flags via longbridge <subcommand> --help.