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)

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.

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

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/