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longbridge-consensus

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Original

English
🇨🇳

Translation

Chinese

longbridge-consensus

longbridge-consensus

Prompt-only analysis skill. Orchestrates Longbridge CLI commands to surface analyst consensus estimates, estimate revision trends, beat/miss history, and post-earnings announcement drift (PEAD) signals.
Response language: match the user's input language — Simplified Chinese / Traditional Chinese / English.
纯提示词分析技能。协调Longbridge CLI命令以展示分析师一致预期、预期修正趋势、业绩超预期/不及预期历史，以及盈余公告后漂移（PEAD）信号。
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 分析师预期", "TSLA analyst consensus", "TSLA 分析師預期"
  • "NVDA 下季度 EPS 预期", "NVDA next-quarter EPS forecast"
  • "苹果最近预期修正了吗", "has AAPL had estimate revisions recently"
  • "700.HK 目标价共识", "700.HK price target consensus"
  • "TSLA 上季超预期了吗", "did TSLA beat last quarter", "TSLA 上季超預期嗎"
  • "NVDA PEAD 信号", "NVDA post-earnings drift"
For full fundamentals (revenue/margins/ROE) use 
longbridge-fundamental
. For valuation use 
longbridge-valuation
.
  • "TSLA 分析师预期", "TSLA analyst consensus", "TSLA 分析師預期"
  • "NVDA 下季度 EPS 预期", "NVDA next-quarter EPS forecast"
  • "苹果最近预期修正了吗", "has AAPL had estimate revisions recently"
  • "700.HK 目标价共识", "700.HK price target consensus"
  • "TSLA 上季超预期了吗", "did TSLA beat last quarter", "TSLA 上季超預期嗎"
  • "NVDA PEAD 信号", "NVDA post-earnings drift"
如需查看完整基本面数据（营收/利润率/ROE），请使用
longbridge-fundamental
。如需查看估值数据，请使用
longbridge-valuation
。

CLI

CLI 命令

Run 
longbridge <subcommand> --help
to verify exact flags. Call concurrently:
bash
undefined
运行
longbridge <subcommand> --help
以确认具体参数。可并发调用：
bash
undefined

Core consensus — always run these

核心一致预期命令——始终运行这些

longbridge consensus TSLA.US --format json # coverage count, buy/hold/sell, target price longbridge analyst-estimates TSLA.US --format json # revenue / EPS high / low / mean / median longbridge forecast-eps TSLA.US --format json # forward EPS by period longbridge institution-rating TSLA.US --format json # rating distribution + median target
longbridge consensus TSLA.US --format json # 覆盖分析师数量、买入/持有/卖出评级、目标价 longbridge analyst-estimates TSLA.US --format json # 营收/EPS的最高/最低/均值/中位数 longbridge forecast-eps TSLA.US --format json # 分时段的远期EPS longbridge institution-rating TSLA.US --format json # 评级分布 + 中位数目标价

Revision & beat/miss history — add when user asks for revisions or beat/miss

预期修正与业绩超预期/不及预期历史——当用户询问修正或业绩情况时添加

longbridge institution-rating TSLA.US --history --format json # rating + target price change history
longbridge institution-rating TSLA.US --history --format json # 评级 + 目标价变动历史

If unsure about any flag:

若不确定参数：

longbridge consensus --help longbridge analyst-estimates --help longbridge forecast-eps --help longbridge institution-rating --help
undefined
longbridge consensus --help longbridge analyst-estimates --help longbridge forecast-eps --help longbridge institution-rating --help
undefined

Workflow

工作流程

  1. Resolve symbol to 
    <CODE>.<MARKET>
    format.
  2. Determine scope from the user prompt:
    Prompt intentCommands to run
    Consensus snapshot
    consensus
    + 
    analyst-estimates
    + 
    forecast-eps
    Rating distribution / target price
    institution-rating
    Revision trend
    institution-rating --history
    Beat / miss analysis
    analyst-estimates
    (compare actuals vs mean)
    PEAD signal
    analyst-estimates
    + 
    consensus
    + price context
  3. In-LLM analysis:
    QuantityMethod
    Estimate revision directionCompare current mean EPS vs prior period from 
    institution-rating --history
    ; rising / flat / falling
    Beat / missActual EPS (from 
    analyst-estimates
    actuals field) vs consensus mean; beat threshold > +2%
    PEAD signalConsecutive beats + upward revisions → positive momentum; consecutive misses + downward revisions → negative momentum. Note: PEAD is a statistical tendency, not a guarantee.
    Surprise %`(Actual − Estimate) /
  4. Output structured report; cite Longbridge Securities; end with disclaimer.
  1. 解析代码为
    <CODE>.<MARKET>
    格式。
  2. 根据用户提示确定范围：
    提示意图需运行的命令
    一致预期快照
    consensus
    + 
    analyst-estimates
    + 
    forecast-eps
    评级分布 / 目标价
    institution-rating
    预期修正趋势
    institution-rating --history
    业绩超预期/不及预期分析
    analyst-estimates
    （对比实际值与均值）
    PEAD信号
    analyst-estimates
    + 
    consensus
    + 价格背景
  3. 大语言模型内分析：
    指标分析方法
    预期修正方向对比
    institution-rating --history
    中的当前EPS均值与往期数据；判断上升/持平/下降
    业绩超预期/不及预期实际EPS（来自
    analyst-estimates
    的actuals字段）与一致预期均值对比；超预期阈值> +2%
    PEAD信号连续超预期 + 预期向上修正 → 正向动量；连续不及预期 + 预期向下修正 → 负向动量。注意：PEAD是统计趋势，不构成保证。
    超预期幅度`(实际值 − 预期值) /
  4. 输出结构化报告；注明数据来源为Longbridge Securities；结尾添加免责声明。

Output template

输出模板

{Symbol} ({code}) Analyst Consensus — Source: Longbridge Securities
As of: {date}

[Coverage & ratings]
- Analysts covering: N  |  Buy: X / Hold: Y / Sell: Z
- Median target price: {price} ({currency})  |  Upside from last: ±X%

[EPS consensus]
- Current-quarter estimate: mean {X}, range [{low} – {high}]
- Next-quarter estimate:    mean {X}, range [{low} – {high}]
- FY estimate:              mean {X}, range [{low} – {high}]

[Revenue consensus]
- Current-quarter estimate: mean {X}  YoY ±Y%
- FY estimate:              mean {X}  YoY ±Y%

[Estimate revision trend]
- Direction (past 30/90 days): {rising / flat / falling}
- Key revisions: {summary from institution-rating --history}

[Beat / miss history (last 4 quarters)]
| Quarter | Actual EPS | Estimate | Surprise % |
|---------|-----------|----------|-----------|
| {Q}     | {A}       | {E}      | {±X%}     |
...

[PEAD signal]
- Pattern: {N consecutive beats / misses / mixed}
- Revision bias: {upward / neutral / downward}
- PEAD inference: {positive momentum / neutral / negative momentum}
⚠️ PEAD is a statistical tendency, not a forecast.

⚠️ 以上数据仅供参考，不构成投资建议。/ 以上數據僅供參考，不構成投資建議。/ For reference only. Not investment advice.
(Omit sections where data is unavailable; state so explicitly.)
{Symbol} ({code}) 分析师一致预期 — 来源：Longbridge Securities
截至日期：{date}

[覆盖情况与评级]
- 覆盖分析师数量：N  |  买入：X / 持有：Y / 卖出：Z
- 中位数目标价：{price} ({currency})  |  较最新价涨跌：±X%

[EPS一致预期]
- 当前季度预期：均值 {X}，区间 [{low} – {high}]
- 下季度预期：    均值 {X}，区间 [{low} – {high}]
- 全年预期：      均值 {X}，区间 [{low} – {high}]

[营收一致预期]
- 当前季度预期：均值 {X}  同比±Y%
- 全年预期：      均值 {X}  同比±Y%

[预期修正趋势]
- 方向（过去30/90天）：{上升/持平/下降}
- 主要修正情况：{来自institution-rating --history的摘要}

[业绩超预期/不及预期历史（过去4个季度）]
| 季度 | 实际EPS | 预期值 | 超预期幅度 |
|---------|-----------|----------|-----------|
| {Q}     | {A}       | {E}      | {±X%}     |
...

[PEAD信号]
- 模式：{N次连续超预期/不及预期/混合}
- 修正倾向：{向上/中性/向下}
- PEAD推断：{正向动量/中性/负向动量}
⚠️ PEAD是统计趋势，不构成预测。

⚠️ 以上数据仅供参考，不构成投资建议。/ 以上數據僅供參考，不構成投資建議。/ For reference only. Not investment advice.
（若某些数据不可用则省略对应板块，并明确说明。）

Error handling

错误处理

Situation简体中文回复繁體中文 / English
command not found: longbridge
回退到 MCP；如 MCP 也不可用，请用户安装 longbridge-terminal。回退到 MCP；如也不可用，請安裝 longbridge-terminal。/ Fall back to MCP; if also unavailable, tell user to install longbridge-terminal.
stderr 
not logged in
请运行 
longbridge auth login
登录。		請執行 
longbridge auth login
。/ Run 
longbridge auth login
.
consensus
returns < 3 analysts		覆盖分析师不足 3 位，一致预期仅供参考。覆蓋分析師不足 3 位，僅供參考。/ Fewer than 3 analysts — consensus is indicative only.
analyst-estimates
returns empty		"{symbol} 暂无分析师预期数据。""{symbol} 暫無分析師預期。" / "{symbol} has no analyst estimates."
No actuals for beat/miss跳过超预期/低于预期分析，注明无历史实际值。跳過超預期分析，注明無歷史數據。/ Skip beat/miss analysis; note no historical actuals available.
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 / 英文
command not found: longbridge
回退至MCP；若MCP也不可用，请用户安装longbridge-terminal。回退至MCP；若也不可用，請安裝longbridge-terminal。/ Fall back to MCP; if also unavailable, tell user to install longbridge-terminal.
stderr返回
not logged in
请运行
longbridge auth login
登录。		請執行
longbridge auth login
。/ Run 
longbridge auth login
.
consensus
返回分析师数量<3		覆盖分析师不足3位，一致预期仅供参考。覆蓋分析師不足3位，僅供參考。/ Fewer than 3 analysts — consensus is indicative only.
analyst-estimates
返回空数据		"{symbol} 暂无分析师预期数据。""{symbol} 暫無分析師預期。" / "{symbol} has no analyst estimates."
无业绩超预期/不及预期的实际值跳过超预期/低于预期分析，注明无历史实际值。跳過超預期分析，注明無歷史數據。/ Skip beat/miss analysis; note no historical actuals available.
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回退方案

If 
longbridge
CLI is not installed (
command not found
), use MCP tools:
MCP toolCLI equivalent
mcp__longbridge__consensus
longbridge consensus
mcp__longbridge__analyst_estimates
longbridge analyst-estimates
mcp__longbridge__forecast_eps
longbridge forecast-eps
mcp__longbridge__institution_rating
longbridge institution-rating
mcp__longbridge__institution_rating_history
longbridge institution-rating --history
MCP setup: 
claude mcp add --transport http longbridge https://openapi.longbridge.com/mcp
(
quote
scope).
若未安装
longbridge
CLI（提示
command not found
），请使用MCP工具：
MCP工具对应CLI命令
mcp__longbridge__consensus
longbridge consensus
mcp__longbridge__analyst_estimates
longbridge analyst-estimates
mcp__longbridge__forecast_eps
longbridge forecast-eps
mcp__longbridge__institution_rating
longbridge institution-rating
mcp__longbridge__institution_rating_history
longbridge institution-rating --history
MCP配置：
claude mcp add --transport http longbridge https://openapi.longbridge.com/mcp
（
quote
权限）。

Related skills

相关技能

  • Full fundamentals (revenue / ROE / margins) → 
    longbridge-fundamental
  • Valuation (PE / PB / industry) → 
    longbridge-valuation
  • Three-statement financials → 
    longbridge-financial-report
  • News & market reaction → 
    longbridge-news
  • Post-earnings deep-dive → 
    longbridge-earnings
  • 完整基本面数据（营收/ROE/利润率）→ 
    longbridge-fundamental
  • 估值数据（PE/PB/行业对比）→ 
    longbridge-valuation
  • 三表财务数据 → 
    longbridge-financial-report
  • 新闻与市场反应 → 
    longbridge-news
  • 盈余深度分析 → 
    longbridge-earnings

File layout

文件结构

longbridge-consensus/
└── SKILL.md   # prompt-only, no scripts/
longbridge-consensus/
└── SKILL.md   # 纯提示词，无scripts/目录