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longbridge-analyst-estimates

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English
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Translation

Chinese

longbridge-analyst-estimates

longbridge-analyst-estimates

Prompt-only skill. Fetches the historical EPS estimate time series for a stock — each data point shows what analysts collectively expected at that moment in time (high / low / mean / median / count) plus the reported actual when available.
Response language: match the user's input language — Simplified Chinese / Traditional Chinese / English.
仅基于提示词的Skill。获取股票的历史EPS预测时间序列——每个数据点显示分析师在该时间点的集体预期（最高/最低/均值/中位数/人数），以及已披露的实际值（若有）。
回复语言：匹配用户输入语言——简体中文 / 繁体中文 / English.

When to use

使用场景

  • "TSLA 分析师预期一年来怎么变化的", "TSLA analyst estimates over the past year", "TSLA 分析師預期一年來怎麼變化"
  • "NVDA EPS 预期有没有被上调", "has NVDA EPS estimate been revised up?", "NVDA EPS 預期有沒有被上調"
  • "苹果最近分析师是在下调还是上调预期", "are analysts cutting or raising AAPL estimates"
  • "700.HK 历史一致预期", "700.HK consensus estimate history"
For the current consensus snapshot (not the history) → 
longbridge-consensus
.
For beat/miss analysis and PEAD signals → 
longbridge-consensus
(which also calls 
analyst-estimates
).
For full fundamentals → 
longbridge-fundamental
.
  • "TSLA 分析师预期一年来怎么变化的", "TSLA analyst estimates over the past year", "TSLA 分析師預期一年來怎麼變化"
  • "NVDA EPS 预期有没有被上调", "has NVDA EPS estimate been revised up?", "NVDA EPS 預期有沒有被上調"
  • "苹果最近分析师是在下调还是上调预期", "are analysts cutting or raising AAPL estimates"
  • "700.HK 历史一致预期", "700.HK consensus estimate history"
如需当前一致预期快照（而非历史数据）→ 
longbridge-consensus
。
如需超预期/不及预期分析和PEAD信号→ 
longbridge-consensus
（该工具也会调用
analyst-estimates
）。
如需完整基本面数据→ 
longbridge-fundamental
.

CLI

CLI 使用

Run 
longbridge analyst-estimates --help
to verify exact flags. Primary call:
bash
undefined
运行
longbridge analyst-estimates --help
查看具体参数。主要调用方式：
bash
undefined

Full estimate time series for a symbol

获取某只股票的完整预测时间序列

longbridge analyst-estimates TSLA.US --format json longbridge analyst-estimates 700.HK --format json
longbridge analyst-estimates TSLA.US --format json longbridge analyst-estimates 700.HK --format json

Help — always verify flags before use

查看帮助——使用前请务必确认参数

longbridge analyst-estimates --help

If the user asks for a specific period type (annual / quarterly) or fiscal year, check `--help` for the relevant flag and pass it. If unsure, omit and use the default.
longbridge analyst-estimates --help

如果用户要求特定周期类型（年度 / 季度）或财年，查看`--help`获取相关参数并传入。若不确定，省略参数使用默认值。

Workflow

工作流程

  1. Resolve symbol to 
    <CODE>.<MARKET>
    format.
  2. Run 
    longbridge analyst-estimates <SYMBOL> --format json
    .
  3. Parse the returned array. Each element typically contains:
    FieldDescription
    day
    		Data point date
    high
    		Highest analyst estimate
    low
    		Lowest analyst estimate
    mean
    		Consensus mean estimate
    median
    		Consensus median estimate
    num
    		Number of analysts contributing
    currency
    		Estimate currency
    value
    		Actual reported value (null if not yet reported)
  4. Identify trend:
    • Direction of 
      mean
      over time: rising (upgrades) / flat / falling (downgrades).
    • Spread (
      high − low
      ): narrowing = greater consensus; widening = diverging views.
    • num
      changes: cover expansion or contraction.
    • Where 
      value
      is present: compute surprise 
      (value − mean) / |mean| × 100%
      .
  5. Present as a table + trend narrative; note the reporting currency.
  1. 解析股票代码为
    <CODE>.<MARKET>
    格式。
  2. 运行
    longbridge analyst-estimates <SYMBOL> --format json
    .
  3. 解析返回的数组。每个元素通常包含：
    字段描述
    day
    		数据点日期
    high
    		分析师最高预测值
    low
    		分析师最低预测值
    mean
    		一致预期均值
    median
    		一致预期中位数
    num
    		参与预测的分析师数量
    currency
    		预测货币单位
    value
    		已披露的实际值（未披露则为null）
  4. 识别趋势:
    • mean
      的时间趋势：上升（上调）/平稳/下降（下调）。
    • 差值（
      high − low
      ）：收窄=共识增强；扩大=观点分歧。
    • num
      变化：覆盖分析师数量增加或减少。
    • 若存在
      value
      ：计算超预期幅度
      (value − mean) / |mean| × 100%
      .
  5. 呈现为表格+趋势说明；注明报告货币单位。

Output

输出示例

TSLA.US — Analyst EPS estimate history
Source: Longbridge Securities
Date       | High  | Mean  | Median | Low   | Analysts | Actual | Surprise
2024-10-31 | 0.95  | 0.75  | 0.76   | 0.52  |    34    | 0.72   | −4.0%
2025-01-31 | 1.12  | 0.88  | 0.89   | 0.61  |    36    | —      | —
2025-04-30 | 1.25  | 0.97  | 0.98   | 0.70  |    37    | —      | —
…
Trend: Mean EPS estimates have risen +29% over 6 months (0.75 → 0.97); analyst count expanded from 34 to 37 — consistent upgrade cycle.
⚠️ 分析师预测仅供参考，不构成投资建议。
⚠️ 分析師預測僅供參考，不構成投資建議。
⚠️ Analyst estimates are for reference only. Not investment advice.
TSLA.US — 分析师EPS预测历史
来源：Longbridge Securities
Date       | High  | Mean  | Median | Low   | Analysts | Actual | Surprise
2024-10-31 | 0.95  | 0.75  | 0.76   | 0.52  |    34    | 0.72   | −4.0%
2025-01-31 | 1.12  | 0.88  | 0.89   | 0.61  |    36    | —      | —
2025-04-30 | 1.25  | 0.97  | 0.98   | 0.70  |    37    | —      | —
…
趋势：过去6个月EPS预期均值上涨29%（0.75 → 0.97）；分析师数量从34人增至37人——处于持续上调周期。
⚠️ 分析师预测仅供参考，不构成投资建议。
⚠️ 分析師預測僅供參考，不構成投資建議。
⚠️ Analyst estimates are for reference only. Not investment advice.

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 unavailable, install longbridge-terminal.
Returns empty array"{symbol} 暂无分析师预期历史数据。""{symbol} 暫無分析師預期歷史數據。" / "{symbol} has no analyst estimate history."
num
< 3 across all points		覆盖分析师不足 3 位，预测可靠性较低，请谨慎参考。覆蓋分析師不足 3 位，可靠性較低。/ Fewer than 3 analysts — estimates are indicative only.
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
command not found: longbridge
回退到MCP；若MCP也不可用，请安装longbridge-terminal。回退到MCP；若MCP也不可用，請安裝longbridge-terminal。/ Fall back to MCP; if unavailable, install longbridge-terminal.
返回空数组"{symbol} 暂无分析师预期历史数据。""{symbol} 暫無分析師預期歷史數據。" / "{symbol} has no analyst estimate history."
所有数据点的
num
< 3		覆盖分析师不足3位，预测可靠性较低，请谨慎参考。覆蓋分析師不足3位，可靠性較低。/ Fewer than 3 analysts — estimates are indicative only.
其他标准错误输出直接显示原始错误，不静默重试。顯示原始錯誤。/ Surface verbatim — do not retry silently.

MCP fallback

MCP 降级方案

If 
longbridge
CLI is unavailable (
command not found
), use MCP tools:
MCP toolCLI equivalent
mcp__longbridge__analyst_estimates
longbridge analyst-estimates <SYMBOL>
MCP setup: 
claude mcp add --transport http longbridge https://openapi.longbridge.com/mcp
(
quote
scope).
若
longbridge
CLI不可用（
command not found
），使用MCP工具：
MCP工具CLI等效命令
mcp__longbridge__analyst_estimates
longbridge analyst-estimates <SYMBOL>
MCP配置：
claude mcp add --transport http longbridge https://openapi.longbridge.com/mcp
（需
quote
权限）。

Related skills

相关Skill

  • Current consensus snapshot (not history) → 
    longbridge-consensus
  • Beat/miss analysis and PEAD signals → 
    longbridge-consensus
  • Full fundamentals (revenue / margins / ROE) → 
    longbridge-fundamental
  • Valuation (PE / PB / industry rank) → 
    longbridge-valuation
  • 当前一致预期快照（非历史数据）→ 
    longbridge-consensus
  • 超预期/不及预期分析和PEAD信号→ 
    longbridge-consensus
  • 完整基本面数据（营收 / 利润率 / ROE）→ 
    longbridge-fundamental
  • 估值（PE / PB / 行业排名）→ 
    longbridge-valuation

File layout

文件结构

longbridge-analyst-estimates/
└── SKILL.md   # prompt-only, no scripts/
longbridge-analyst-estimates/
└── SKILL.md   # 仅提示词，无scripts/