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longbridge-investment-ideas

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English
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Translation

Chinese

longbridge-investment-ideas

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.
通过多维度筛选流程生成可执行的投资想法：估值、动量、基本面改善和主题催化剂——输出按优先级排序的候选列表，并为每个想法提供简要理由。
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

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"
当用户希望发现新的投资机会而非研究特定股票时触发：
  • "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

工作流程

  1. 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
  2. Fetch the relevant universe (index constituents or sector ETF).
  3. For top candidates, fetch valuation indices and recent 60-day price momentum.
  4. Apply the selected screening lens (see below) to rank candidates.
  5. For top 5–8 ideas, fetch news to validate the narrative.
  6. Output a ranked candidate list with rationale.
  1. 若用户未提供参数，需先确认：
    • Market：US / HK / A-share / SG (或多个)
    • Theme / sector (可选)：例如 AI, EV, healthcare, energy
    • Style：value / growth / momentum / contrarian / short ideas
  2. 获取相关股票池（指数成分股或行业ETF）。
  3. 针对排名靠前的候选股票，获取估值指标和最近60日价格动量。
  4. 应用选定的筛选维度（见下文）对候选股票进行排名。
  5. 针对排名前5–8的想法，获取新闻以验证相关逻辑。
  6. 输出按优先级排序的候选列表及理由。

Screening lenses

筛选维度

LensSignalCLI data
ValueLow PE / PB vs industry median
longbridge industry-valuation
MomentumTop 60-day price return in universe
longbridge kline --period day --count 60
Fundamental improvementRevenue acceleration / margin expansion (QoQ)
longbridge financial-report --kind IS
ThematicRecent policy / product catalyst in news
longbridge news
维度信号CLI数据
价值型相对于行业中位数的低PE/PB
longbridge industry-valuation
动量型股票池内60日价格回报率Top
longbridge kline --period day --count 60
基本面改善营收加速/利润率扩张（环比）
longbridge financial-report --kind IS
主题型新闻中的近期政策/产品催化剂
longbridge news

CLI

CLI工具

If you're unsure of exact flag names or defaults, run 
longbridge <subcommand> --help
first.
bash
undefined
若不确定具体的参数名称或默认值，请先运行 
longbridge <subcommand> --help
。
bash
undefined

Fetch universe (index constituents)

Fetch universe (index constituents)

longbridge constituent <INDEX_SYMBOL> --format json
longbridge constituent <INDEX_SYMBOL> --format json

Valuation indices for screening (PE, PB, momentum)

Valuation indices for screening (PE, PB, momentum)

longbridge calc-index <SYMBOL> --format json
longbridge calc-index <SYMBOL> --format json

60-day daily price for momentum calculation

60-day daily price for momentum calculation

longbridge kline <SYMBOL> --period day --count 60 --format json
longbridge kline <SYMBOL> --period day --count 60 --format json

News for narrative validation

News for narrative validation

longbridge news <SYMBOL> --format json
undefined
longbridge news <SYMBOL> --format json
undefined

Output

输出内容

Screening parameters: market, theme, style lens, date
Idea candidate table:
RankSymbolCompanyMarket CapLensKey SignalRationale
1NVDA.USNVIDIA$2.5TMomentum + Thematic+40% in 60d; AI capex cycle...
For each top idea, add a one-paragraph investment rationale covering:
  • Why now (catalyst or setup)
  • What to watch (key metric or event)
  • Key risk (one-liner bear case)
Disclaimer: These are idea-generation outputs, not buy recommendations. Always conduct your own due diligence.
筛选参数：market, theme, style lens, date
候选想法表:
排名代码公司市值维度核心信号理由
1NVDA.USNVIDIA$2.5TMomentum + Thematic+40% in 60d; AI capex cycle...
针对每个排名靠前的想法，添加一段投资理由，涵盖：
  • Why now (催化剂或布局)
  • What to watch (关键指标或事件)
  • Key risk (一句话看空逻辑)
免责声明：这些是投资想法生成结果，而非买入建议。请始终自行开展尽职调查。

Error handling

错误处理

SituationSimplified ChineseTraditional 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
场景简体中文繁体中文 / 英文
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

相关技能

User asksRoute 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
用户提问跳转至
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

文件结构

longbridge-investment-ideas/
└── SKILL.md
Prompt-only — no 
scripts/
. Discover the latest CLI flags via 
longbridge <subcommand> --help
.
longbridge-investment-ideas/
└── SKILL.md
仅需提示词——无 
scripts/
目录。通过 
longbridge <subcommand> --help
了解最新CLI参数。