longbridge-flows

name	longbridge-flows
description	Smart-money and ownership-flow signals for a single stock via Longbridge Securities — SEC 13F institutional portfolios + position changes (US), funds and ETFs that hold the stock, SEC Form 4 insider trades (US-only), US short-interest history, and HK broker holdings (HK-only). Read-only. Markets vary by subcommand. Triggers: "13F", "机构持仓", "基金持仓", "ETF 持有", "持有这只股票的基金", "内部人交易", "高管买卖", "Form 4", "做空数据", "空头", "卖空", "经纪商持仓", "中央结算", "13F", "機構持倉", "基金持倉", "ETF 持有", "持有這隻股票的基金", "內部人交易", "高管買賣", "做空數據", "空頭", "賣空", "經紀商持倉", "中央結算", "13F holdings", "institutional holders", "fund holders", "ETF holders", "insider trades", "insider buying", "insider selling", "Form 4", "short interest", "days to cover", "short ratio", "broker holding", "CCASS", "AAPL insider sales", "TSLA short interest", "700.HK broker holding".
license	MIT
metadata	{"author":"longbridge","version":"1.0.0","risk_level":"read_only","requires_login":false,"default_install":true}

longbridge-flows

Single-symbol ownership and money-flow lens: who's buying/selling at the institutional, fund, insider, broker, and short-seller layers.

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

When to use

• "13F 谁持仓最多", "Berkshire 13F", "巴菲特最新持仓", "active fund AUM ranking" → investors
• "哪些基金持有 NVDA", "AAPL 被多少 ETF 持有" → fund-holder
• "TSLA 高管最近买入", "AAPL Form 4", "内部人减持" → insider-trades (US only)
• "AMD 空头数据", "TSLA 做空比例", "days to cover" → short-positions (US only)
• "700.HK 中央结算", "腾讯经纪商持仓", "broker holding 700" → broker-holding (HK only)
• "X 资金面全景" → call multiple subcommands by market (US: fund-holder + insider-trades + short-positions; HK: fund-holder + broker-holding).

For intraday large/medium/small-order capital flow → longbridge-capital-flow. For institutional shareholders by % held → longbridge-corporate (shareholder).

Subcommands

Run longbridge <subcommand> --help if unsure of current flags. The CLI's built-in help is the canonical source.

Capability	Returns	Markets
Fund-manager AUM rankings (no symbol)	Live active fund-manager rankings by AUM.	global
13F holdings for a manager (by CIK)	Latest 13F holdings snapshot; run --help for count/filter flags.	US (SEC EDGAR)
13F quarter-over-quarter changes	Position changes (NEW / ADDED / REDUCED / EXITED).	US
Funds and ETFs holding a symbol	Fund name, ticker, currency, weight, report date; run --help for count flags.	global
SEC Form 4 insider trades	BUY / SELL / GRANT / DISP / TAX / EXERCISE / GIFT; run --help for count flags.	US only
Short interest history	Short interest, short ratio, days to cover; run --help for range flags.	US only
Broker holdings over a period	Top buy / sell brokers; run --help for period options.	HK only
Broker holdings detail	Full broker-holding detail list.	HK only
Daily holding history for a broker	Single broker's daily history; run --help for broker-filter flags.	HK only

Single symbol per call (except investors rankings).

Workflow

1. Resolve to <CODE>.<MARKET>. Reject US-only subcommands for non-US, HK-only for non-HK — explain politely.
2. Pick subcommands by prompt cue. Don't run all of them by default.
3. Call concurrently when the question is "全景资金面" style.
4. Summarise direction (net buying / net selling), top names, freshness (report date).
5. Cite Longbridge Securities (and SEC EDGAR for insider-trades / investors).

CLI

# Discover available subcommands and their flags first
longbridge --help
longbridge <subcommand> --help   # run for each subcommand before use

longbridge <investors-subcommand> --format json                   # AUM rankings (no CIK)
longbridge <investors-subcommand> 1067983 --format json           # Berkshire 13F
longbridge <investors-changes-subcommand> 1067983 --format json   # QoQ changes
longbridge <fund-holder-subcommand> AAPL.US --format json
longbridge <insider-trades-subcommand> TSLA.US --format json      # US only
longbridge <short-positions-subcommand> AAPL.US --format json     # US only
longbridge <broker-holding-subcommand> 700.HK --format json       # HK only
longbridge <broker-holding-detail-subcommand> 700.HK --format json
longbridge <broker-holding-daily-subcommand> 700.HK --format json

Output

Render in the user's language. Suggested layouts:

13F (investors) — when no CIK: AUM-ranked manager table. With CIK: top-N positions (ticker / value / shares / weight / change vs last filing). For changes: NEW / ADDED / REDUCED / EXITED grouped lists.

fund-holder — table sorted by weight: fund name / ticker / currency / weight % / report date. Highlight high-weight funds (> 1%).

insider-trades — chronological list (most recent first): date / insider / role / type (BUY/SELL/GRANT/...) / shares / price / value. Net buy vs sell summary at top.

short-positions — time-series table: date / short interest / short ratio / days-to-cover. Note trend (rising / falling).

broker-holding — for the --period view: top buy brokers and top sell brokers side by side. For detail: full list. For daily: a single broker's history.

When a result is empty, state so. Do not invent.

Error handling

Situation	Reply
Shell command not found: longbridge	Fall back to MCP if configured; otherwise tell the user to install longbridge-terminal.
Non-US symbol passed to insider-trades / short-positions	Reply "This subcommand only supports US-listed equities."
Non-HK symbol passed to broker-holding	Reply "Broker holding is HK-only."
Empty result	State explicitly. Do not invent.
Other stderr	Relay verbatim — never silently retry.

MCP fallback

When the CLI binary is missing, fall back via the equivalent MCP tool. Tool names typically mirror CLI subcommand names (snake_case).

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.

If a name above does not resolve, fall back via the equivalent MCP tool when CLI is missing.

Related skills

Skill	Why
longbridge-corporate	Major shareholder % structure (a different lens than 13F flow).
longbridge-capital-flow	Today's intraday large/medium/small-order distribution.
longbridge-news	Filings (8-K / 13D / 13G) often pair with flow events.
longbridge-fundamental	Earnings + dividend backdrop for insider context.
longbridge-quote	Live price for sizing the flow.

File layout

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