| name | longbridge-investment-ideas |
| description | Investment idea generation — systematically surfaces new investment opportunities by combining quantitative screening (low valuation / high momentum / improving fundamentals), thematic research (sector trends / policy catalysts), and pattern recognition (historical analogues), producing a long/short candidate list. Triggers: "投资想法", "选股灵感", "投资机会", "找股票", "发掘机会", "多头机会", "空头机会", "主题投资", "投資想法", "選股靈感", "投資機會", "找股票", "多頭機會", "空頭機會", "主題投資", "investment ideas", "stock ideas", "investment opportunities", "idea generation", "long ideas", "short ideas", "thematic investing", "stock discovery", "find me stocks", "what should I buy".
|
| license | MIT |
| metadata | {"author":"longbridge","version":"1.0.0","risk_level":"read_only","requires_login":false,"default_install":true,"requires_mcp":false,"tier":"read"} |
longbridge-investment-ideas
Surfaces actionable investment ideas through a multi-lens screening process: value, momentum, fundamental improvement, and thematic catalysts — outputting a prioritised candidate list with brief rationale for each idea.
Response language: match the user's input language — Simplified Chinese / Traditional Chinese / English.
When to use
Trigger when the user wants to discover new investment opportunities rather than research a specific stock:
- "帮我找一些当前有投资价值的股票" / "幫我發掘一些港股投資機會" / "Generate some investment ideas in AI infrastructure"
- "选股灵感", "多头机会", "what should I be looking at this quarter"
Workflow
- Clarify parameters with the user if not provided:
- Market: US / HK / A-share / SG (or multiple)
- Theme / sector (optional): e.g. AI, EV, healthcare, energy
- Style: value / growth / momentum / contrarian / short ideas
- Fetch the relevant universe (index constituents or sector ETF).
- For top candidates, fetch valuation indices and recent 60-day price momentum.
- Apply the selected screening lens (see below) to rank candidates.
- For top 5–8 ideas, fetch news to validate the narrative.
- Output a ranked candidate list with rationale.
Screening lenses
| Lens | Signal | CLI data |
|---|
| Value | Low PE / PB vs industry median | longbridge industry-valuation |
| Momentum | Top 60-day price return in universe | longbridge kline --period day --count 60 |
| Fundamental improvement | Revenue acceleration / margin expansion (QoQ) | longbridge financial-report --kind IS |
| Thematic | Recent policy / product catalyst in news | longbridge news |
CLI
If you're unsure of exact flag names or defaults, run longbridge <subcommand> --help first.
longbridge constituent <INDEX_SYMBOL> --format json
longbridge calc-index <SYMBOL> --format json
longbridge kline <SYMBOL> --period day --count 60 --format json
longbridge news <SYMBOL> --format json
Output
Screening parameters: market, theme, style lens, date
Idea candidate table:
| Rank | Symbol | Company | Market Cap | Lens | Key Signal | Rationale |
|---|
| 1 | NVDA.US | NVIDIA | $2.5T | Momentum + Thematic | +40% in 60d; AI capex cycle | ... |
For each top idea, add a one-paragraph 分析摘要 / Analysis summary covering:
- 近期催化剂或关注事项 / Recent catalysts or watchpoints(供参考)
- 关键指标与事件 / Key metrics and events
- Key risk (one-liner bear case)
以上内容仅供参考,不构成投资建议。投资决策请结合自身风险承受能力独立判断。/ The above is for reference only and does not constitute investment advice.
Error handling
| Situation | Simplified Chinese | Traditional Chinese / English |
|---|
command not found: longbridge | 回退到 MCP;否则提示安装 longbridge-terminal | 回退到 MCP;否則提示安裝 / Fall back to MCP; prompt to install |
not logged in / unauthorized | 请运行 longbridge auth login | 請運行 longbridge auth login / Run longbridge auth login |
| No market or theme specified | 请告知目标市场和投资风格 | 請告知目標市場和投資風格 / Please specify target market and style |
| Other stderr | 原样展示错误,不重试 | 原樣展示,不重試 / Surface verbatim, no silent retry |
Related skills
| User asks | Route to |
|---|
| Small-cap growth screening | longbridge-smallcap-growth |
| Peer comparison | longbridge-peer-comparison |
| Industry valuation | longbridge-valuation |
| Full research on a specific idea | longbridge-stock-research |
| Market anomaly / unusual movers | longbridge-anomaly |
File layout
longbridge-investment-ideas/
└── SKILL.md
Prompt-only — no scripts/. Discover the latest CLI flags via longbridge <subcommand> --help.