longbridge-consensus

Original：🇺🇸 English

Translated

Analyst consensus snapshot for listed companies via Longbridge — current revenue / EPS / target-price consensus estimates and analyst rating distribution. For revision direction, beat/miss tracking, and PEAD signals use longbridge-earnings-revision. Triggers: "一致预期", "分析师预期", "EPS预测", "目标价", "分析师评级分布", "买入评级", "卖出评级", "一致預期", "分析師預期", "EPS預測", "目標價", "分析師評級分佈", "買入評級", "賣出評級", "analyst consensus", "EPS forecast", "target price", "analyst rating distribution", "buy sell hold", "price target consensus", "TSLA.US consensus", "700.HK analyst estimates".

3installs

Sourcelongbridge/skills

Added on2026-05-09

NPX Install

npx skill4agent add longbridge/skills longbridge-consensus

SKILL.md Content

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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.

When to use

"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

.

CLI

Run

longbridge <subcommand> --help

to verify exact flags. Call concurrently:

bash

# Core consensus — always run these
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

# Revision & beat/miss history — add when user asks for revisions or beat/miss
longbridge institution-rating TSLA.US --history --format json   # rating + target price change history

# If unsure about any flag:
longbridge consensus --help
longbridge analyst-estimates --help
longbridge forecast-eps --help
longbridge institution-rating --help

Workflow

Resolve symbol to
```
<CODE>.<MARKET>
```
format.

Determine scope from the user prompt:

Prompt intent	Commands 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

In-LLM analysis:

Quantity	Method
Estimate revision direction	Compare current mean EPS vs prior period from `institution-rating --history` ; rising / flat / falling
Beat / miss	Actual EPS (from `analyst-estimates` actuals field) vs consensus mean; beat threshold > +2%
PEAD signal	Consecutive beats + upward revisions → positive momentum; consecutive misses + downward revisions → negative momentum. Note: PEAD is a statistical tendency, not a guarantee.
Surprise %	`(Actual − Estimate) /

Output structured report; cite Longbridge Securities; end with disclaimer.

Output template

{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.)

Error handling

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.

MCP fallback

If

longbridge

CLI is not installed (

command not found

), use MCP tools:

MCP tool	CLI 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).

Related skills

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
```

File layout

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

longbridge-consensus

NPX Install

Tags

SKILL.md Content

longbridge-consensus

When to use

CLI

Workflow

Output template

Error handling

MCP fallback

Related skills

File layout