longbridge-financial-checkup
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Chineselongbridge-financial-checkup
longbridge-financial-checkup
Prompt-only analysis skill. Fetches three-statement financials and operating data from Longbridge, then scores the company across five financial-health dimensions for a total of 100 points.
Response language: match the user's input language — Simplified Chinese / Traditional Chinese / English.
纯Prompt分析技能。从Longbridge获取三大财务报表及运营数据,随后从五大财务健康维度对公司进行评分,总分100分。
回复语言: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
- "TSLA 财务体检", "TSLA financial health check", "TSLA 財務體檢"
- "700.HK 综合财务评分", "700.HK financial score"
- "AAPL 盈利能力和偿债能力怎么样", "AAPL profitability and solvency"
- "茅台 运营效率评分", "Maotai operating efficiency score"
For deep reconciliation / DuPont / fraud flags use . For raw data use .
longbridge-financial-analysislongbridge-financial-report- "TSLA 财务体检", "TSLA financial health check", "TSLA 財務體檢"
- "700.HK 综合财务评分", "700.HK financial score"
- "AAPL 盈利能力和偿债能力怎么样", "AAPL profitability and solvency"
- "茅台 运营效率评分", "Maotai operating efficiency score"
如需深度对账/杜邦分析/欺诈识别,请使用。如需原始数据,请使用。
longbridge-financial-analysislongbridge-financial-reportCLI
CLI工具
Run before use to verify flags:
longbridge financial-report --helpbash
undefined使用前请运行验证参数:
longbridge financial-report --helpbash
undefinedPrimary — fetch all statements
主要命令——获取所有报表
longbridge financial-report <SYMBOL> --kind ALL --format json
longbridge financial-report <SYMBOL> --kind ALL --format json
Operating data (HK listed)
运营数据(香港上市公司)
longbridge operating <SYMBOL> --format json
longbridge operating <SYMBOL> --format json
If unsure about subcommands:
若不了解子命令:
longbridge financial-report --help
longbridge operating --help
undefinedlongbridge financial-report --help
longbridge operating --help
undefinedWorkflow
工作流程
- Resolve symbol to format.
<CODE>.<MARKET> - Fetch data: call first; attempt
financial-report --kind ALLfor additional turnover metrics.operating - Score each dimension in-LLM (20 points each, 100 total):
- 解析代码为格式。
<CODE>.<MARKET> - 获取数据:先调用;尝试调用
financial-report --kind ALL获取额外周转指标。operating - 各维度评分(由大语言模型完成,每个维度20分,总分100分):
Dimension 1 — Profitability (盈利能力, 20 pts)
维度1——盈利能力(20分)
| Metric | Full marks | Benchmark |
|---|---|---|
| ROE | 8 pts | > 15% = 8; 10-15% = 5; < 10% = 2 |
| Net margin | 6 pts | > 20% = 6; 10-20% = 4; < 10% = 2 |
| Gross margin | 6 pts | > 50% = 6; 30-50% = 4; < 30% = 2 |
| 指标 | 满分 | 评分标准 |
|---|---|---|
| ROE | 8分 | > 15% = 8; 10-15% = 5; < 10% = 2 |
| 净利率 | 6分 | > 20% = 6; 10-20% = 4; < 10% = 2 |
| 毛利率 | 6分 | > 50% = 6; 30-50% = 4; < 30% = 2 |
Dimension 2 — Growth (成长性, 20 pts)
维度2——成长性(20分)
| Metric | Full marks | Benchmark |
|---|---|---|
| Revenue YoY | 10 pts | > 20% = 10; 10-20% = 7; 0-10% = 4; < 0% = 1 |
| Net income YoY | 10 pts | > 20% = 10; 10-20% = 7; 0-10% = 4; < 0% = 1 |
| 指标 | 满分 | 评分标准 |
|---|---|---|
| 营收同比 | 10分 | > 20% = 10; 10-20% = 7; 0-10% = 4; < 0% = 1 |
| 净利润同比 | 10分 | > 20% = 10; 10-20% = 7; 0-10% = 4; < 0% = 1 |
Dimension 3 — Financial health (财务健康, 20 pts)
维度3——财务健康(20分)
| Metric | Full marks | Benchmark |
|---|---|---|
| Debt-to-assets ratio | 8 pts | < 30% = 8; 30-60% = 5; > 60% = 2 |
| Current ratio | 6 pts | > 2 = 6; 1-2 = 4; < 1 = 1 |
| Interest coverage | 6 pts | > 10x = 6; 5-10x = 4; < 5x = 1 |
| 指标 | 满分 | 评分标准 |
|---|---|---|
| 资产负债率 | 8分 | < 30% = 8; 30-60% = 5; > 60% = 2 |
| 流动比率 | 6分 | > 2 = 6; 1-2 = 4; < 1 = 1 |
| 利息保障倍数 | 6分 | > 10x = 6; 5-10x = 4; < 5x = 1 |
Dimension 4 — Cash quality (现金质量, 20 pts)
维度4——现金质量(20分)
| Metric | Full marks | Benchmark |
|---|---|---|
| Operating CF / Net income | 20 pts | > 1.2 = 20; 0.8-1.2 = 14; 0.5-0.8 = 8; < 0.5 = 3 |
| 指标 | 满分 | 评分标准 |
|---|---|---|
| 经营现金流/净利润 | 20分 | > 1.2 = 20; 0.8-1.2 = 14; 0.5-0.8 = 8; < 0.5 = 3 |
Dimension 5 — Operating efficiency (运营效率, 20 pts)
维度5——运营效率(20分)
| Metric | Full marks | Benchmark |
|---|---|---|
| Inventory turnover days | 10 pts | < 30d = 10; 30-60d = 7; > 90d = 3 |
| AR turnover days | 10 pts | < 30d = 10; 30-60d = 7; > 90d = 3 |
- Sum all dimensions → total score / 100.
- Output report card with grade; cite Longbridge Securities; end with disclaimer.
| 指标 | 满分 | 评分标准 |
|---|---|---|
| 存货周转天数 | 10分 | < 30d = 10; 30-60d = 7; > 90d = 3 |
| 应收账款周转天数 | 10分 | < 30d = 10; 30-60d = 7; > 90d = 3 |
- 汇总所有维度得分→总分/100。
- 输出带评级的评分报告;注明数据来源为Longbridge Securities;结尾添加免责声明。
Output
输出示例
{Symbol} Financial Health Report Card — Source: Longbridge Securities
Period: {report_period} | Scored: {date}
Dimension Score Max
─────────────────────────────────
Profitability {X} / 20
Growth {X} / 20
Financial health {X} / 20
Cash quality {X} / 20
Operating efficiency {X} / 20
─────────────────────────────────
TOTAL {X} / 100
Grade: {A (≥85) / B (70-84) / C (55-69) / D (<55)}
Key findings:
+ {Strength 1}
+ {Strength 2}
- {Weakness 1}
- {Weakness 2}
⚠️ 以上评分仅供参考,不构成投资建议。/ 以上評分僅供參考,不構成投資建議。/ For reference only. Not investment advice.{Symbol} 财务健康评分报告 — 来源:Longbridge Securities
报告期:{report_period} | 评分日期:{date}
维度 得分 满分
─────────────────────────────────
盈利能力 {X} / 20
成长性 {X} / 20
财务健康 {X} / 20
现金质量 {X} / 20
运营效率 {X} / 20
─────────────────────────────────
总分 {X} / 100
评级:{A (≥85) / B (70-84) / C (55-69) / D (<55)}
关键发现:
+ {优势1}
+ {优势2}
- {劣势1}
- {劣势2}
⚠️ 以上评分仅供参考,不构成投资建议。/ 以上評分僅供參考,不構成投資建議。/ For reference only. Not investment advice.Error handling
错误处理
| Situation | 简体中文回复 | 繁體中文 / English |
|---|---|---|
| 回退到 MCP;如 MCP 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 also unavailable, install longbridge-terminal. |
stderr | 请运行 | 請執行 |
| Metric data unavailable | 该维度评分跳过,注明数据缺失,总分按可用维度折算。 | 該維度評分跳過,注明數據缺失,總分按可用維度折算。/ Skip dimension; note missing data; prorate total score. |
| Returns empty / no data | "{symbol} 暂无财务报表数据。" | "{symbol} 暫無財務報表數據。" / "{symbol} has no financial 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. |
| 场景 | 简体中文回复 | 繁体中文 / English |
|---|---|---|
| 回退到 MCP;如 MCP 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 also unavailable, install longbridge-terminal. |
stderr | 请运行 | 請執行 |
| 指标数据缺失 | 该维度评分跳过,注明数据缺失,总分按可用维度折算。 | 該維度評分跳過,注明數據缺失,總分按可用維度折算。/ Skip dimension; note missing data; prorate total score. |
| 返回空数据/无数据 | "{symbol} 暂无财务报表数据。" | "{symbol} 暫無財務報表數據。" / "{symbol} has no financial data." |
| 其他stderr错误 | 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
MCP fallback方案
If CLI is not installed, use MCP tools:
longbridge| MCP tool | CLI equivalent |
|---|---|
| |
MCP setup: ( scope).
claude mcp add --transport http longbridge https://openapi.longbridge.com/mcpquote若未安装 CLI工具,可使用MCP工具:
longbridge| MCP工具 | CLI等效命令 |
|---|---|
| |
MCP配置:(需权限)。
claude mcp add --transport http longbridge https://openapi.longbridge.com/mcpquoteRelated skills
相关技能
- Deep analysis (DuPont / fraud flags) →
longbridge-financial-analysis - Raw three-statement data →
longbridge-financial-report - Quick KPI snapshot →
longbridge-fundamental - Valuation (PE / PB) →
longbridge-valuation
- 深度分析(杜邦分析/欺诈识别)→
longbridge-financial-analysis - 原始三大报表数据→
longbridge-financial-report - 快速KPI快照→
longbridge-fundamental - 估值分析(PE/PB)→
longbridge-valuation
File layout
文件结构
longbridge-financial-checkup/
└── SKILL.md # prompt-only, no scripts/longbridge-financial-checkup/
└── SKILL.md # 纯Prompt实现,无scripts目录