longbridge-operating

longbridge-operating

Period-by-period operating and financial KPI breakdown for listed companies — quarterly or annual, sourced from Longbridge Securities.

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

When to use

• "700.HK 分季度财务", "腾讯季度营收趋势", "Tencent quarterly revenue"
• "看一下 2388.HK 各季度利润", "700.HK annual operating data"
• "港股季报数据", "HK stock quarterly financials"
• Not suitable: US-listed (TSLA.US, NVDA.US) or A-share stocks — the operating endpoint returns empty for those markets; redirect to longbridge-fundamental instead.

Workflow

1. Resolve symbol to <CODE>.<MARKET>.
2. Confirm it is an HK-listed stock (.HK). If not, warn the user that operating data is currently HK-only and suggest longbridge-fundamental for non-HK symbols.
3. Determine report filter from context: all periods (default), annual (af), or specific quarters (q1, q2, q3, q4, comma-separated).
4. Call longbridge operating with --format json. Run --help first if unsure about flags.
5. Present results as a period table sorted newest-first; highlight YoY and QoQ changes where computable.

CLI

Run longbridge operating --help to verify exact flags before use.

# All reporting periods (default)
longbridge operating 700.HK --format json

# Annual reports only
longbridge operating 700.HK --report af --format json

# Specific quarters
longbridge operating 700.HK --report q1,q3 --format json

# Check available flags
longbridge operating --help

Output

Render as a table sorted newest period first. Include at minimum:

| Period | 简体 | 繁體 | English | |---|---|---|---| | period | 报告期 | 報告期 | Period | | revenue | 营收 | 營收 | Revenue | | net_income | 净利润 | 淨利潤 | Net income | | eps | 每股收益 | 每股盈利 | EPS | | roe | 净资产收益率 | 股本回報率 | ROE | | gross_margin | 毛利率 | 毛利率 | Gross margin |

Where YoY / QoQ changes are computable from the returned data, add a Δ% column. Cite Longbridge Securities.

HK-only notice (always show when user asks for a non-HK symbol):

简体: operating 命令目前仅支持港股，{SYMBOL} 暂无数据，建议改用 longbridge-fundamental。

繁體: operating 命令目前僅支援港股，{SYMBOL} 暫無數據，建議改用 longbridge-fundamental。

English: The operating command currently returns data for HK-listed stocks only. No data for {SYMBOL} — try longbridge-fundamental instead.

Error handling

| Situation | 简体 | 繁體 | English | |---|---|---|---| | command not found: longbridge | 退回 MCP；如未配置，提示安装 longbridge-terminal | 退回 MCP；如未設定，提示安裝 longbridge-terminal | Fall back to MCP; if unavailable, ask user to install longbridge-terminal | | Empty result (non-HK symbol) | 见 HK-only notice | 見 HK-only notice | See HK-only notice above | | not logged in | 请运行 longbridge auth login | 請執行 longbridge auth login | Run longbridge auth login | | Other stderr | 原文转达 | 原文轉達 | Relay verbatim |

MCP fallback

If longbridge CLI is not installed, use:

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.

Related skills

• Snapshot KPIs (revenue / EPS / margins) → longbridge-fundamental
• Analyst consensus estimates → longbridge-consensus
• Earnings calendar → longbridge-calendar

File layout

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