counterparty-risk

Guide counterparty credit risk measurement and management for OTC and securities trading, organized around three workflows: assessing a new counterparty, responding to a credit-deterioration event, and executing a default close-out. Use when measuring current or potential future exposure to a counte

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npx skills add joellewis/finance_skills --skill counterparty-risk

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Counterparty Risk Core Concepts Workflow A: Assessing a New Counterparty 1. Identify the legal entity and verify netting enforceability. Map the exact legal entity (not the corporate group), its jurisdiction, and entity type. Confirm close out netting enforceability via ISDA netting opinions for that jurisdiction and entity type combination before counting any netting benefit — where enforceability is uncertain, risk and capital must be measured gross. Apply the sovereign ceiling for counterparties in jurisdictions with material sovereign risk. 2. Assess credit quality from three angles. External ratings are a baseline but a lagging indicator — they typically reprice after the market has. Internal scoring: for banks, focus on CET1 (strong banks hold 12%), leverage ratio (well capitalized banks target 5%+), LCR/NSFR (minimum 100%), and NPL trend; for corporates, debt/EBITDA, interest coverage (below 2x signals stress), free cash flow, and Altman Z score, plus qualitative factors (management, franchise, regulatory standing). Market implied: CDS spreads react fastest — annual PD ≈ CDS spread / (1 − recovery); a 200bp spread at 40% recovery implies roughly 3.3% annual default probability. 3. Determine the trading channel: cleared vs. bilateral. Standardized interest rate swaps in major currencies and index CDS must clear under Dodd Frank Title VII / EMIR (end user hedging exemptions exist). Non mandated products stay bilateral under the uncleared margin rules: zero VM threshold, IM threshold up to $50 million per counterparty group, and IM held segregated at a third party custodian with no rehypothecation. Client clearing adds clearing member risk: evaluate portability provisions and maintain a backup clearing member. 4. Negotiate documentation. ISDA Master Agreement (the 2002 version uses the Close out Amount methodology; many legacy relationships remain on the 1992 version's Market Quotation/Loss — know which governs each relationship), Schedule elections (governing law, Specified Entities, cross default thresholds, additional termination events such as NAV triggers), and CSA terms: threshold, minimum transfer amount, independent amount/IM, eligible collateral and haircuts, valuation frequency (daily is standard), and dispute resolution. Link the CSA threshold to ratings so it steps down — ideally to zero — on downgrade. 5. Set the credit limit. Tier by credit quality, with sub limits by product and tenor (long dated exposure is more uncertain) and a settlement limit separate from the pre settlement limit. Apply explicit add ons or reduced limits for wrong way risk, where exposure and counterparty credit quality are positively correlated (general WWR: PD correlated with market factors; specific WWR: structural, e.g., a put written on the counterparty's own stock). 6. Stand up measurement and monitoring. Compute current exposure CE = max(V, 0); PFE at 95 97.5% confidence via Monte Carlo (simulate risk factor paths, revalue the netting set at each time step, take the percentile of max(value, 0)); EE/EPE as the capital basis; EAD = 1.4 × (RC + PFE add on) under SA CCR; CVA = LGD × Σ EE i × PD i × DF i. Aggregate across all desks, products, and legal entities facing the counterparty — a trade missing from the counterparty risk system is unmeasured exposure. Wire pre deal limit checks into order flow, monitor post trade for market driven breaches, alert at ~80% utilization, and hard block at 100%. Review cadence: annual full review for top tier names, semi annual for lower tiers, monthly (or more) for the watch list. Workflow B: Responding to a Credit Deterioration Event Early warning thresholds that should put a counterparty on the watch list before any downgrade: sustained CDS widening (e.g., 50bp over 30 days, or absolute spread above 300bp), stock price decline 30% over 60 days, negative rating outlook, covenant breaches, regulatory enforcement actions, accounting restatements, or significant client withdrawals. 1. Confirm and classify the trigger. Initiate a formal credit review: temporary setback (a bad quarter, a one time loss) or structural deterioration (capital erosion, rising NPLs, franchise decline)? Review the latest financials, disclosures, and analyst coverage. 2. Enforce CSA downgrade provisions. Check for ratings linked threshold step downs and additional termination events; call any collateral the CSA now permits (a threshold stepping to zero converts the prior threshold amount into an immediate collateral call). 3. Reduce the credit limit. Convene the credit committee and re tier the counterparty. If current exposure now exceeds the reduced limit, document the breach and a dated remediation plan. 4. Reduce exposure. In rough order of cost: let maturing trades roll off without replacement; execute offsetting trades; novate trades to other counterparties (requires consent); unwind by agreement with a close out payment. Prioritize long dated, high PFE trades for novation or unwind; short dated trades maturing within weeks rarely justify early termination costs. 5. Restrict new trading. Hold on exposure increasing trades; require credit officer approval for any new trade, which must be flat or exposure reducing. 6. Escalate monitoring to daily — exposure, CDS, collateral disputes, news — and explicitly stress wrong way risk by jointly shocking the exposure drivers and the counterparty's default (e.g., a European bank counterparty and euro depreciation that inflates FX forward exposure simultaneously). 7. Pre position for default. Pre calculate close out amounts and collateral adequacy, identify replacement counterparties for critical hedges, and confirm which agreement version and close out methodology governs. 8. Document everything — committee decisions, limit rationale, the reduction plan, and communications — as evidence of prudent risk management for internal audit and examiners. Workflow C: Default Close Out Playbook Maintain this playbook pre built for every watch list counterparty: pre drafted Event of Default and termination notices, pre identified valuation sources (dealer panels, pricing services, internal marks), pre computed exposure and collateral figures, and a contact tree (legal, credit, trading, operations). Close out must execute in days, not weeks — every day of delay is unhedged market risk on the terminated portfolio. 1. Confirm the Event of Default under the governing Master Agreement (failure to pay, credit support default, cross default above the threshold, bankruptcy, merger without assumption). Distinguish from Termination Events (illegality, force majeure, tax events, ATEs), which may permit termination of only the affected transactions. 2. Deliver the default notice using the pre drafted form, observing the agreement's notice mechanics and grace periods. 3. Designate the Early Termination Date (same day or a future date, as the agreement permits). 4. Value the terminated transactions using commercially reasonable procedures — 2002 ISDA Close out Amount (flexible but more subjective) or 1992 Market Quotation/Loss — drawing on the pre identified valuation sources. Document quotes and marks contemporaneously; valuation disputes are the most litigated part of close outs. 5. Net to a single Early Termination Amount. The single agreement provision defeats cherry picking by the bankruptcy estate: all transactions terminate together and net to one claim, including unpaid amounts. This is where the netting enforceability verification from Workflow A pays off. 6. Apply collateral held under the CSA against the net amount. Expect exposure drift over the margin period of risk (regulatory MPOR ~10 business days bilateral, ~5 days cleared) between the last margin collection and final close out — this is the exposure IM was sized to cover. 7. Re hedge the terminated portfolio immediately. The close out crystallizes the claim, but the market risk of the vanished trades is live until replaced. 8. For cleared trades, the CCP runs default management instead. The default waterfall applies resources in order: (1) the defaulter's initial margin, (2) the defaulter's default fund contribution, (3) the CCP's own capital (skin in the game), (4) non defaulting members' default fund contributions, (5) capped supplemental assessments, (6) recovery tools (variation margin gains haircutting, partial tear up). CCPs size resources to the Cover 1 / Cover 2 standard — the default of the largest one or two members under extreme but plausible conditions. Clients of a defaulted clearing member should trigger porting of positions and margin to a backup member within one to two days. Core Reference Exposure measures (one line each). Current exposure: CE = max(V, 0), where V is the net mark to market of the netting set. PFE: the high percentile (95 97.5%) simulated exposure profile over time — rising with horizon, then rolling off as trades mature. EE/EPE: average exposure at a date / time averaged EE, the basis for regulatory capital under SA CCR and IMM. EAD (SA CCR): 1.4 × (RC + PFE add on). CVA: the market value of counterparty credit risk — LGD × Σ(EE i × PD i × DF i), where LGD = 1 − recovery rate, EE i is expected exposure at time i, PD i the default probability in period i, and DF i the discount factor — a separate Basel III capital charge that raises the cost of bilateral OTC trades. Market implied PD can be backed out of CDS spreads as spread / (1 − recovery rate). Limit utilization is monitored as current exposure / credit limit. Wrong way risk: standard PFE models assume exposure default independence — add joint stress scenarios where they correlate. Netting. Payment netting reduces settlement flows; close out netting is the credit risk tool. Netting benefit = gross exposure − net exposure; netting ratio = net/gross (a ratio of 0.3 means netting cut exposure 70%). CCP multilateral netting nets across all clearing members and can exceed any bilateral result. Collateral. VM covers current exposure (daily exchange, typically title transfer and reusable); IM covers close out period exposure (posted at inception, segregated, no rehypothecation under the uncleared margin rules). Collateralized exposure = max(V − haircut adjusted collateral, 0); with a CSA threshold, residual uncollateralized exposure = max(V − threshold, 0) − collateral held. ISDA SIMM (sensitivity based, recalibrated annually) generally produces lower IM than the regulatory schedule because it recognizes hedging and diversification. Typical haircuts: cash 0%; Treasuries 0.5 4% by maturity; investment grade corporates 5 10%; equities 15 25%; plus ~8% FX haircut for non domestic currency collateral. Valuation disputes are routine — transfer the undisputed amount while escalating per the CSA. CCP margin methodology. CCPs compute IM with historical simulation VaR or Expected Shortfall at 99%+ confidence over the MPOR (typically 5 days for cleared swaps, 2 days for listed futures), plus concentration, liquidity, and wrong way add ons; VM is exchanged daily or intraday. Clearing concentrates risk in the CCP itself — CCPs are designated SIFMUs with heightened supervision, and members should assess each CCP's default waterfall adequacy. Settlement risk. Settlement risk mechanics — DVP, PvP/CLS, Herstatt risk — are owned by the settlement clearing skill (trading operations); the counterparty risk implication is that settlement limits must be set separately from pre settlement limits because the exposure is full notional, not mark to market. Worked Examples Two worked examples are in [references/examples.md](references/examples.md) — load for an end to end scenario: (1) setting up a counterparty credit limit framework with tiering, sub limits, and governance, (2) designing collateral management for bilateral OTC trades under the uncleared margin rules. Common Pitfalls Relying solely on credit ratings as the primary ind