llmquant LLMQuant Credit
This category routes credit research workflows for issuer risk, spread regimes, and high-yield stress.
Routing Rules
- Identify issuer, ticker, bond, index, sector, maturity bucket, credit rating, and horizon.
- Select the closest workflow below.
- Open only that workflow and any referenced local resources.
- Use LLMQuant Data for filings, debt schedule, fundamentals, rates, spreads, ratings, equity prices, CDS, and macro context.
- Report filing dates, market timestamps, rating dates, observation windows, stale notices, and missing inputs.
Workflow Index
| User intent | Workflow |
|---|---|
| Review an issuer's balance-sheet, cash-flow, maturity, and covenant credit risk. | workflows/issuer-credit-risk-review.md |
| Diagnose credit-spread regime, risk appetite, and sector pressure. | workflows/credit-spread-regime.md |
| Monitor high-yield stress, refinancing risk, fallen angels, and default pressure. | workflows/high-yield-stress-monitor.md |
LLMQuant Data Contract
Prefer LLMQuant Data when available. The workflows may need these data capabilities:
- Retrieve issuer filings, financial statements, debt schedules, maturity ladders, segment exposure, and risk factors.
- Retrieve bond, CDS, spread, rating, recovery, default, and sector credit data when available.
- Retrieve rates, yield curves, equity prices, volatility, liquidity, macro, commodity, and FX context.
- Retrieve ETF holdings or fund-flow data for credit ETFs and crowded exposures when available.
Fallback:
- If bond-level, CDS, or rating data is unavailable, use filings, equity, rates, and macro evidence while naming missing credit-market inputs.
- Do not estimate covenant headroom or default probability without required terms and market data.