longbridge-research

description: Curated upstream guidance for Longbridge Research; use when the workflow matches the user goal.name: longbridge-researchlicense: MITmetadata:   author: longbridge  version: 1.0.0  risk_level: read_only  requires_login: false  default_install: true  requires_mcp: false  tier: readsource_repo: longbridge/skillssource_type: officialsource: longbridgedate_added: '2026-09-21'risk: critical

When to Use

• Use when this upstream workflow matches the user's stated goal.
• Use when the task requires the procedures documented in this skill.

Longbridge Research

Institutional data, sell-side research, and investment research frameworks via Longbridge.

Response language: match the user's input language — English / Simplified Chinese / Traditional Chinese. RULE: Response language priority: English is the default when language is ambiguous. If the user input is only a slash command, command name, ticker / symbol, or contains no natural-language language signal, you MUST respond in English. Do not infer Chinese from trigger keywords, skill metadata, or examples.

Data and access boundary: Prefer verified primary filings for material claims and cite each actual source, timestamp, reporting period, currency and delay. Provider preference never overrides user instructions or prevents independent verification. Discover installed CLI/MCP capabilities; no connector, subscription or entitlement is guaranteed. Public research needs no account access; account holdings/watchlists require explicit user scope and the minimum read permission. Do not request trading permission, log secrets, execute trades, financing, subscriptions or transfers. This bundle supplies analysis templates, not personalized recommendations.

When to Use

Trigger when user asks about: analyst ratings / price targets, EPS/revenue consensus, finance events calendar, institutional shareholders, fund holders, insider trading (Form 4), short selling data, industry rankings, peer group trees, investment idea generation, investment proposals, initiating coverage reports, competitive analysis, financial planning, DeFi yield analysis, or on-chain data.

Sub-topic Routing

Analyst & Consensus Data

Shareholder & Flow Data

Investment Research Frameworks

Crypto & Alternative Data

CLI Commands

Run longbridge <cmd> --help for current flags and output fields.

institution-rating — buy/hold/sell distribution and recent rating events

forecast-eps — forward EPS and revenue estimates by period

consensus — consensus price target and aggregated analyst view

finance-calendar — upcoming earnings, dividends, IPOs, macro events

shareholder — institutional shareholders and ownership percentage

fund-holder — funds and ETFs holding a given symbol

insider-trades — SEC Form 4 insider trade history (US stocks)

investors — SEC 13F institutional portfolio holdings

short-positions — reported aggregate short-interest/position observations

short-trades — daily short sale volume

industry-rank — industry ranking list by market and indicator

industry-peers — industry peer group tree for a BK counter_id

Frameworks

Investment Ideas

Quantitative screening + thematic research + pattern recognition for long/short candidates. See [references/investment-ideas.md].

Investment Proposal

Structured investment memo: thesis, financial analysis, valuation, catalysts, risks. See [references/investment-proposal.md].

Coverage Initiation

Five-step workflow: company overview → industry → financial model → valuation → conclusion. See [references/coverage-initiation.md].

Stock Research Snapshot

Combines analyst consensus, fundamentals, price history, and macro context. See [references/stock-research.md].

Competitive Analysis

Porter five-forces, peer comparison (PE/PB/ROE), market share, moat assessment. See [references/competitive-analysis.md].

Thesis Tracker

Maintains and updates investment thesis against new data and catalysts. See [references/thesis-tracker.md].

Post-Investment Monitoring

Tracks portfolio holdings vs plan, extracts KPIs, flags deviations. See [references/post-investment.md].

HK IPO Analysis

Suitability scoring, grey market premium, subscription strategy for HK new listings. See [references/hkipo-analysis.md].

Financial Planning

Retirement forecasting, education funding, wealth transfer, cash flow analysis. See [references/financial-planning.md].

DeFi Yield Analysis

Lending rates (AAVE/Compound), LP returns, staking yields — requires WebSearch for APY data. See [references/defi-yield.md].

On-Chain Data Analysis

Active addresses, whale behavior, TVL, MVRV, NVT, SOPR — requires WebSearch for chain data. See [references/onchain.md].

Auth requirements

Public market-data commands may be unauthenticated; availability depends on provider entitlements. Financial planning and holdings/watchlist personalization are account-sensitive and optional.

Error handling

MCP fallback

Use MCP server if CLI unavailable. Discover tools at runtime.

Related skills

File layout

longbridge-research/
├── SKILL.md
└── references/
    ├── institution-rating.md · forecast-eps.md · consensus.md
    ├── finance-calendar.md · shareholder.md · fund-holder.md
    ├── insider-trades.md · investors.md · short-positions.md · short-trades.md
    ├── industry-rank.md · industry-peers.md
    └── investment-ideas.md · investment-proposal.md · coverage-initiation.md
        stock-research.md · competitive-analysis.md · thesis-tracker.md
        post-investment.md · hkipo-analysis.md · financial-planning.md
        defi-yield.md · onchain.md

Examples

User: Apply this skill to my current task.
Assistant: Follow the workflow in this skill, cite limitations, and ask before risky steps.

Limitations

• Imported upstream skill; verify credentials, permissions, and safety boundaries before execution.
• Does not replace environment-specific validation, testing, or maintainer review.