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.

When to use

• "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.

CLI

Run longbridge analyst-estimates --help to verify exact flags. Primary call:

# Full estimate time series for a symbol
longbridge analyst-estimates TSLA.US --format json
longbridge analyst-estimates 700.HK --format json

# Help — always verify flags before use
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.

Workflow

1. Resolve symbol to <CODE>.<MARKET> format.
2. Run longbridge analyst-estimates <SYMBOL> --format json.
3. Parse the returned array. Each element typically contains:

| Field | Description | |---|---| | 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) |

1. Identify trend:
2. Direction of mean over time: rising (upgrades) / flat / falling (downgrades).
3. Spread (high − low): narrowing = greater consensus; widening = diverging views.
4. num changes: cover expansion or contraction.
5. Where value is present: compute surprise (value − mean) / |mean| × 100%.
6. Present as a table + trend narrative; note the reporting currency.

Output

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.

Error handling

| 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. |

MCP fallback

If longbridge CLI is unavailable (command not found), use MCP tools:

When the CLI is unavailable, fall back to the MCP server. Discover available tools from the MCP server's tool list at runtime — do not rely on hardcoded tool names.

MCP setup: claude mcp add --transport http longbridge https://openapi.longbridge.com/mcp (quote scope).

Related skills

• 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

File layout

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