longbridge-flows

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.

CLI command	Returns	Markets
longbridge investors --format json	Live top-50 active fund-manager rankings by AUM (no CIK).	global
longbridge investors <CIK> --top N --format json	Latest 13F holdings snapshot for a CIK; --top defaults to 50.	US (SEC EDGAR)
longbridge investors changes <CIK> --format json	Quarter-over-quarter position changes (NEW / ADDED / REDUCED / EXITED).	US
longbridge fund-holder <SYMBOL> --count N --format json	Funds and ETFs holding the symbol — name, ticker, currency, weight, report date. --count -1 returns all.	global
longbridge insider-trades <SYMBOL> --count N --format json	SEC Form 4 trades — BUY (P) / SELL (S) / GRANT (A) / DISP (D) / TAX (F) / EXERCISE (M/X) / GIFT (G).	US only
longbridge short-positions <SYMBOL> --count N --format json	Short interest, short ratio, days to cover (1–100, default 20).	US only
longbridge broker-holding <SYMBOL> --period rct_1|rct_5|rct_20|rct_60 --format json	Top buy / sell brokers over the period.	HK only
longbridge broker-holding detail <SYMBOL> --format json	Full broker-holding detail list.	HK only
longbridge broker-holding daily <SYMBOL> --broker B0xxxx --format json	Daily holding history for a specific broker.	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

longbridge investors                                  --format json   # AUM rankings (no CIK)
longbridge investors 1067983 --top 20                 --format json   # Berkshire 13F top 20
longbridge investors changes 1067983                  --format json   # QoQ changes
longbridge fund-holder AAPL.US --count 30             --format json
longbridge insider-trades TSLA.US --count 40          --format json   # US only
longbridge short-positions AAPL.US --count 50         --format json   # US only
longbridge broker-holding 700.HK --period rct_5       --format json   # HK only
longbridge broker-holding detail 700.HK               --format json
longbridge broker-holding daily 700.HK --broker B01224 --format json

If --help shows newer flags, follow the help output rather than hard-coding here.

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).

CLI subcommand	MCP tool
investors (rankings / 13F)	mcp__longbridge__investors
investors changes	mcp__longbridge__investors_changes
fund-holder	mcp__longbridge__fund_holder
insider-trades	mcp__longbridge__insider_trades
short-positions	mcp__longbridge__short_positions
broker-holding	mcp__longbridge__broker_holding
broker-holding detail	mcp__longbridge__broker_holding_detail
broker-holding daily	mcp__longbridge__broker_holding_daily

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/