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:
3. Income statement (revenue, gross profit, net profit, EPS) → --kind IS
4. Balance sheet (total assets, total liabilities, debt ratio, equity) → --kind BS
5. Cash flow (operating CF, free CF) → --kind CF
6. Run longbridge financial-report for each symbol and statement type.
7. Run longbridge calc-index for computed ratios (PE, PB, ROE, ROA).
8. 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:

| Metric | 简体 | 繁體 | English | |---|---|---|---| | Revenue | 营业收入 | 營業收入 | Revenue | | Gross profit margin | 毛利率 | 毛利率 | Gross margin | | Net profit | 净利润 | 淨利潤 | Net profit | | EPS | 每股收益 | 每股盈利 | EPS | | Debt-to-asset ratio | 资产负债率 | 資產負債率 | Debt ratio | | Free cash flow | 自由现金流 | 自由現金流 | Free cash flow | | ROE | 净资产收益率 | 淨資產收益率 | ROE |

Always include the fiscal period and currency in the output.

Error handling

| Situation | 简体回复 | 繁體回覆 | English reply | |---|---|---|---| | command not found: longbridge | 请先安装 longbridge-terminal | 請先安裝 longbridge-terminal | Install longbridge-terminal first | | not logged in | 请运行 longbridge auth login | 請執行 longbridge auth login | Run longbridge auth login | | Symbol not covered | 提示该标的暂无财务数据 | 提示該標的暫無財務數據 | Note data not available for this symbol | | Other stderr | 原样展示，不重试 | 原樣展示，不重試 | Surface verbatim, do not retry |

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

| User asks | Route to | |---|---| | Full single-company fundamental deep-dive | longbridge-fundamental | | Business segment breakdown | longbridge-business-query | | 2–5 stock valuation comparison | longbridge-peer-comparison | | Analyst consensus / EPS estimates | longbridge-insresearch | | Institutional holders / insider trades | longbridge-flows |

File layout

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

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