From longbridge
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".
npx claudepluginhub longbridge/skills --plugin longbridgeThis skill uses the workspace's default tool permissions.
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.
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Guides building MCP servers enabling LLMs to interact with external services via tools. Covers best practices, TypeScript/Node (MCP SDK), Python (FastMCP).
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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.
| Prompt cue | Tools |
|---|---|
| 新闻 / news / "最近怎么了" | news only |
| 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) |
| 全面 / 综述 / overview (default) | news + filings + topic (concurrent) |
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
Resolve symbol; if mapping fails, ask back (this is common with small-caps).
Pick depth (table above) and call CLI commands concurrently (see CLI section). If longbridge is not installed, fall back to MCP.
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 |
Render the structured summary (template below). Skip empty buckets but always include the key-takeaway summary (≤ 100 chars, fact-only).
{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.)
Use only when:
news returns empty, orWhen 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。"
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.
| 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. |
If longbridge CLI is not installed (command not found), use MCP tools instead:
| MCP tool | CLI equivalent |
|---|---|
mcp__longbridge__news | longbridge news |
mcp__longbridge__filings | longbridge filing |
mcp__longbridge__topic | longbridge topic |
mcp__longbridge__topic_detail | longbridge topic (detail subcommand) |
mcp__longbridge__topic_replies | longbridge topic (replies subcommand) |
MCP setup: claude mcp add --transport http longbridge https://openapi.longbridge.com/mcp (quote scope).
longbridge-fundamentallongbridge-valuationlongbridge-peer-comparisonlongbridge-news/
└── SKILL.md # prompt-only, no scripts/