longbridge-news

name	longbridge-news
description	Aggregated news, regulatory filings, and Longbridge-community discussion for a single stock — classified into catalyst / regulatory / strategic / financial / opinion / other, with a fact-only key-takeaway summary and a sentiment skew. Falls back to WebSearch only when data is sparse or stale, and labels the source. Triggers: "X 最近新闻", "X 公告", "市场对 X 财报怎么看", "X 社区讨论", "X 公司动态", "市场情绪", "最近怎么了", "X 最近新聞", "X 公告", "市場對 X 財報怎麼看", "X 社區討論", "recent news", "company filings", "market reaction", "what is everyone saying about X", "community sentiment", "8-K", "港交所披露", "earnings reaction".
license	MIT
metadata	{"author":"longbridge","version":"1.0.0","risk_level":"read_only","requires_login":false,"default_install":true,"requires_mcp":false,"tier":"analysis"}

longbridge-news

Prompt-only skill that aggregates news, filings, and community topics for a single stock — classifies them, distils a fact-only takeaway, and reports sentiment at coarse granularity. May call WebSearch as a clearly-labelled fallback.

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

When to use

• "NVDA 最近新闻", "recent news on NVDA", "NVDA 最近新聞"
• "茅台公告", "700 港交所披露", "NVDA 8-K"
• "市场对 X 财报怎么看", "X 财报后股价为什么跌" — this is news + community
• "X 社区在聊什么", "long port community on NVDA"
• "X 全面综述" (default omnibus)

Depth selection

Prompt cue	Tools
新闻 / news / "最近怎么了"	news only
搜索新闻 / search news / keyword news	news search <keyword>
公告 / 披露 / filing / 8-K / 中报	filings only
市场怎么看 / market reaction / sentiment	news + topic
社区 / community / discussion	topic (+ topic detail, topic replies for hot topics)
搜索社区 / search community topics	topic search <keyword>
全面 / 综述 / overview (default)	news + filings + topic (concurrent)

CLI

Run longbridge <subcommand> --help to verify exact flags. Default omnibus example (run concurrently):

longbridge news NVDA.US --format json
longbridge filing NVDA.US --format json
longbridge topic NVDA.US --format json

Keyword search (no symbol required):

longbridge news search "AI chips" --format json        # search news by keyword
longbridge topic search "NVDA earnings" --format json  # search community topics by keyword

Workflow

1. Resolve symbol; if mapping fails, ask back (this is common with small-caps).

2. Pick depth (table above) and call CLI commands concurrently (see CLI section). If longbridge is not installed, fall back to MCP.

4. Classify the news array into 6 buckets (mandatory — never dump raw titles):

   Bucket	Cues
   catalyst (业绩 / 基本面)	earnings, revenue, guidance, EPS, 财报, 营收, 利润
   regulatory (监管 / 合规)	SEC, 证监会, fine, lawsuit, 调查, 处罚, 罚款
   strategic (战略 / 业务)	acquisition, partnership, launch, 收购, 拆分, 新产品
   financial (资本动作)	buyback, split, dividend, 增发, 回购, 股权激励
   opinion (评级 / 目标价)	upgrade, downgrade, analyst, 评级, 目标价
   other	unclassified

5. Render the structured summary (template below). Skip empty buckets but always include the key-takeaway summary (≤ 100 chars, fact-only).

Output template

{Symbol} ({code}) news digest — Source: Longbridge Securities

[Past N days · M news + K filings]

🟢 Earnings / fundamentals (N)
- [date] headline — one fact (number / ratio)

🟡 Strategic / business (N)
- [date] ...

🔴 Regulatory / compliance (N)
- [date] ...

📈 Analyst opinions (N)
- [date] {rating} by {bank}; target {currency} Y (was Z)

📃 Filings
- [date] 8-K / interim / earnings preview / ...

💬 Community discussion (when topic was queried)
- N hot topics: {title} — {comment count}
- Sentiment skew: positive / neutral / negative — coarse %

[Key facts] (≤ 100 chars, neutral)
- ...

⚠️ 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 into the user's language.)

WebSearch fallback (optional)

Use only when:

• MCP news returns empty, or
• the latest item is > 7 days old, or
• the user asks about a breaking event the MCP dataset has not yet captured.

When you do, prepend: "Below is from a web search — not Longbridge data." / "以下为网络搜索结果,非长桥数据。" / "以下為網絡搜尋結果,非長橋數據。"

Output constraints

• Must classify into the 6 buckets — never dump raw titles.
• Must include the key-takeaway summary (≤ 100 chars, fact-only).
• Must end with the not-investment-advice disclaimer.
• 给有证据的方向性判断，例如 "市场普遍将此解读为正面 / 负面"；避免只贴 "利好 / 利空" 标签而不附事实。
• Do not quote individual community comments verbatim (cherry-pick risk); report sentiment as a coarse skew.
• Do not invent news. If MCP is sparse, say so and offer WebSearch.

Compliance: hype vocabulary

If topic / topic_replies content contains a high density of hype words — "涨停板", "主升浪", "必涨", "满仓", "all in", "庄家", "次新妖股" — do not echo them. Downgrade to "discussion contains a notable share of speculative posts" and move on.

Error handling

Situation	Reply
command not found: longbridge	Fall back to MCP; if MCP also unavailable, tell user to install longbridge-terminal.
news returns empty	"{symbol} has no recent news in Longbridge data — switching to WebSearch (note: web data, not Longbridge)."
news > 7 days stale	Same — note the staleness explicitly.
Symbol mapping fails	Ask the user for the code or English ticker.
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:

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

• Earnings detail → longbridge-fundamental
• Whether valuation has priced in the news → longbridge-valuation
• Cross-stock impact → longbridge-peer-comparison

File layout

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