longbridge-fundamental

Original：🇺🇸 English

Translated

Company fundamentals via Longbridge — latest financial report KPIs (revenue / net income / EPS / ROE / margins / cash flow), YoY trends, dividend history, forward EPS consensus, analyst ratings, corporate actions. Three depth tiers (snapshot / standard / full). Triggers: "基本面", "业绩", "财报", "财务健康", "盈利能力", "营收", "净利润", "ROE", "毛利率", "分红历史", "EPS 预期", "研报评级", "業績", "財報", "財務健康", "毛利率", "分紅歷史", "fundamentals", "financials", "earnings report", "EPS forecast", "analyst rating", "ROE", "gross margin", "free cash flow", "dividend history", "company report".

3installs

Sourcelongbridge/skills

Added on2026-05-09

NPX Install

npx skill4agent add longbridge/skills longbridge-fundamental

SKILL.md Content

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longbridge-fundamental

Prompt-only analysis skill. Orchestrates Longbridge CLI commands to deliver a five-dimension fundamentals snapshot: profitability, financial health, growth, shareholder return, market expectation.

Response language: match the user's input language — Simplified Chinese / Traditional Chinese / English.

Three depth tiers

LLM picks based on prompt verbosity:

Tier	Trigger phrases	Tools called
snapshot	"X 怎么样", "how is X", brief curiosity	`financial-report --latest` + `analyst-estimates` + `consensus`
standard (default)	"X 基本面 / 业绩 / 财报", "X fundamentals"	snapshot + `financial-statement` (IS/BS/CF) + `dividend`
full	"X 全面分析", "detailed fundamentals"	standard + `company` + `operating` + `corp_action` + `institution-rating` (with `--history` + `detail` )

Tiers are additive — don't pull all 8+ tools when the user asks a casual question.

When to use

"贵州茅台基本面", "NVDA fundamentals" → standard
"NVDA 业绩好不好", "how is NVDA's earnings" → standard, but never reduce to good/bad — give numbers
"AAPL 毛利率", "AAPL gross margin" → snapshot/standard
"X 下季度 EPS 预期" → snapshot is sufficient
"X 财务健康吗", "is X financially healthy" → standard

For valuation lens (PE, PB) →

longbridge-valuation

. For comparison →

longbridge-peer-comparison

.

CLI

Run

longbridge <subcommand> --help

to verify exact flags. Standard tier example (run concurrently):

bash

# Snapshot tier
longbridge financial-report NVDA.US --latest --format json   # key KPI summary (revenue/EPS/ROE)
longbridge analyst-estimates NVDA.US --format json           # EPS consensus (high/low/mean/median)
longbridge consensus NVDA.US --format json                   # coverage and target price

# Standard tier — add
longbridge financial-statement NVDA.US --kind ALL --format json   # full line-item IS/BS/CF
longbridge dividend NVDA.US --format json
longbridge forecast-eps NVDA.US --format json

Full tier — add:

bash

longbridge company NVDA.US --format json
longbridge operating NVDA.US --format json
longbridge corp-action NVDA.US --format json
longbridge institution-rating NVDA.US --format json              # rating distribution + target price
longbridge institution-rating NVDA.US --history --format json    # rating/target price change history
longbridge institution-rating detail NVDA.US --format json       # per-institution rating detail
longbridge institution-rating NVDA.US --industry-rank --format json  # industry-wide analyst coverage rank

Workflow

Resolve symbol; multi-symbol → route to
```
longbridge-peer-comparison
```
.
Pick a tier based on prompt; call CLI commands concurrently (see CLI section above).
If
```
longbridge
```
is not installed, fall back to MCP (see MCP fallback section).
Translate fields using the dictionary below; output the 5-section structure with disclosure dates.
Cite Longbridge Securities; end with not-investment-advice disclaimer.

Output template (5 sections, mandatory)

{Symbol} ({code}) fundamentals — Source: Longbridge Securities (period end: {fp_end / rpt_date})

[1. Profitability]
- Revenue (latest quarter): X (currency), YoY +Y%
- Net income: X, YoY +Y%
- Gross / net margin: X% / Y%
- ROE: X%

[2. Financial health]
- Debt-to-equity: X%
- Operating cash flow (TTM): X
- Free cash flow: X
- Current / quick ratio (if available)

[3. Growth]
- Revenue YoY (last 4 quarters): +X% / +Y% / +Z% / +W% — trend description
- Net income YoY (last 4 quarters): same

[4. Shareholder return]
- Last dividend date / amount
- Dividend yield: X% (if computable)
- Recent buybacks / issuance (full tier only)

[5. Market expectations (analysts)]
- Consensus next-quarter EPS: X
- Coverage: N analysts; X buy / Y hold / Z sell
- Median target price: X

⚠️ 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.

(Translate to the user's language; if a section's data is missing, state so explicitly — do not invent.)

Field dictionary

The full IS / BS / CF / ratio field-name dictionary (中 / 繁 / EN), plus per-industry reading guidance, lives in references/field-dictionary.md. Load it on demand when the prompt actually requires field translation or industry context.

Output constraints

Must cover all 5 sections (state missing data, do not silently skip).
Must include the disclosure date (
```
fp_end
```
/
```
rpt_date
```
).
Must end with the not-investment-advice disclaimer.
Do not say "good earnings / bad earnings" as a binary. Anchor language in numbers (e.g. "revenue grew 20% YoY, above the industry mean of 12%").
Do not forecast next quarter's earnings — the analyst consensus already covers that.

Industry-specific reading

Heuristics differ by sector. Anchor on vs industry mean or vs own history, not absolute thresholds. Concrete sector notes (banks / tech / cyclicals / asset-heavy) live in references/field-dictionary.md.

Error handling

Situation	Reply
`command not found: longbridge`	Fall back to MCP; if MCP also unavailable, tell user to install longbridge-terminal.
`financial-report` returns empty	"{symbol} has no reported earnings (newly listed?)."
`consensus` < 3 analysts	Caveat: "small coverage — consensus is indicative only"
`dividend` returns empty	"{symbol} pays no dividends or has no dividend record."
stderr `not logged in`	Tell user to run `longbridge auth login` .

MCP fallback

If

longbridge

CLI is not installed (

command not found

), use MCP tools instead:

MCP tool	CLI equivalent	Tier
`mcp__longbridge__latest_financial_report`	`longbridge financial-report --latest`	snapshot
`mcp__longbridge__analyst_estimates`	`longbridge analyst-estimates`	snapshot
`mcp__longbridge__forecast_eps`	`longbridge forecast-eps`	snapshot
`mcp__longbridge__consensus`	`longbridge consensus`	snapshot
`mcp__longbridge__financial_statement`	`longbridge financial-statement`	standard
`mcp__longbridge__financial_report`	`longbridge financial-report`	standard
`mcp__longbridge__dividend`	`longbridge dividend`	standard
`mcp__longbridge__company`	`longbridge company`	full
`mcp__longbridge__operating`	`longbridge operating`	full
`mcp__longbridge__corp_action`	`longbridge corp-action`	full
`mcp__longbridge__institution_rating`	`longbridge institution-rating`	full
`mcp__longbridge__institution_rating_history`	`longbridge institution-rating --history`	full
`mcp__longbridge__institution_rating_detail`	`longbridge institution-rating detail`	full

MCP setup:

claude mcp add --transport http longbridge https://openapi.longbridge.com/mcp

(

quote

scope).

Related skills

Valuation lens (PE / PB / industry) →
```
longbridge-valuation
```
2–5 symbol comparison →
```
longbridge-peer-comparison
```
News / market reaction →
```
longbridge-news
```
Live price →
```
longbridge-quote
```

File layout

longbridge-fundamental/
├── SKILL.md
└── references/
    └── field-dictionary.md   # IS/BS/CF/ratio field names + per-industry caveats

Prompt-only — no

scripts/

.

longbridge-fundamental

NPX Install

Tags

SKILL.md Content

longbridge-fundamental

Three depth tiers

When to use

CLI

Workflow

Output template (5 sections, mandatory)

Field dictionary

Output constraints

Industry-specific reading

Error handling

MCP fallback

Related skills

File layout