specialized-asset-finance - SKILL.md Agent Skill

name: specialized-asset-finance version: "1.5.0" last_modified: "2026-03-22" description: | Use when evaluating asset-based lending, equipment and leasing structures, or non-recourse / limited-recourse project finance. Apply it to borrowing-base facilities, residual-value underwriting, and project structures where repayment depends primarily on collateral value, contracted asset cash flows, or both. category: structured-finance related_skills: - credit-memo-generator - credit-modeling-and-valuation - debt-structure-covenants - credit-surveillance-monitoring - industry-sector-analysis - securitization-and-clos triggers: - ABL - asset finance - asset-backed lending - asset-based lending - borrowing base - collateral valuation - debt sculpting - equipment finance - finance lease - infrastructure lending - leasing - non-recourse lending - project finance - reserve account - residual value - sale-leaseback - shipping finance - LLCR - PLCR - DSCR project - EPC contract - concession finance - offtake agreement disambiguation: | Prefer this skill when the context involves project finance SPVs, ABL borrowing bases, equipment or fleet collateral, or non-recourse lending against contracted asset cash flows. For CLO/ABS/RMBS/CMBS structures, use securitization-and-clos. For corporate leverage analysis, use credit-modeling-and-valuation.

Specialized Asset Finance

Specialized asset finance begins with the true source of repayment: collateral liquidation value, contracted project cash flow, or a hybrid of the two. Underwrite legal control, cash controls, asset durability, and downside recovery before relying on sponsor upside, headline leverage, or market convention.

Core Workflow

Classify the repayment source: Determine whether debt is supported primarily by borrowing-base collateral, lease cash flows and residual value, contracted project cash flows, or a hybrid structure.
Map the legal structure and control points: Identify the borrower or SPV, key contracts, lien package, account control, perfection steps, and any step-in or transfer rights.
Underwrite asset quality and durability: Assess useful life, maintenance burden, remarketing depth, technological obsolescence, and whether the asset is essential to the obligor or project.
Test operating cash flow and coverage: Build debt service capacity from borrowing-base availability, lease cash flows, or project CFADS, and evaluate how reserves and waterfalls protect debt service.
Allocate the major risks: Decide which party bears construction, operating, counterparty, market, regulatory, and residual-value risk, then identify where risk transfer is incomplete.
Pressure test the downside path: Stress collateral value, utilization, charter or lease coverage, contract enforceability, refinancing assumptions, and exit liquidity.
Translate the analysis into a lender view: Summarize borrowing capacity, structure, monitoring needs, covenant protections, and the triggers that would impair repayment or recovery.

Reference Map

Read the most relevant reference for the question rather than loading the full library.

Asset-Backed and Leasing Foundations

references/asset-based-lending-abl-fundamentals.md - Borrowing-base mechanics, collateral eligibility, monitoring, and dominion concepts.
references/equipment-finance-leasing.md - Lease structure, sale-leasebacks, amortization matching, and residual-value risk.
references/sector-specific-asset-finance.md - Sector-specific underwriting for project finance sectors (power, renewables, infrastructure, PPP) and asset finance sectors (aircraft, shipping, rolling stock).

Project Finance Foundations

references/project-finance-fundamentals.md - When project finance fits, how non-recourse structures differ from corporate lending, SPV structure, key contracts, and lender control rights.
references/risk-identification-allocation.md - Construction, operating, revenue, counterparty, and regulatory risk allocation.

Analytical Methodologies

references/asset-valuation-for-lending.md - Valuation hierarchy, recovery framing, and appraisal discipline.
references/credit-analysis-framework-for-asset-finance.md - Dual-lens underwriting across collateral quality and obligor quality, plus diligence checklist, monitoring, and early-warning framework.
references/cash-flow-waterfall-debt-sculpting.md - Waterfall design, reserve treatment, sweep mechanics, and sculpted debt sizing.

Documentation and Tools

references/project-finance-closing-documentation.md - Closing package, direct agreements, intercreditor, and conditions precedent.
references/project-finance-credit-metrics.md - Definitions and use of DSCR, LLCR, and PLCR.

Worked Example

examples/worked-project-finance-example.md - End-to-end project finance example; use it as an illustration, not as a substitute for current market assumptions.

Output Deliverables

When asked to analyze asset-backed or project finance structures, produce:

Source citations: Explicitly cite every legal document, company source, market input, and third-party reference used.
- When a stable direct URL exists, include it inline with the citation and keep any page, slide, filing-date, report-date, or access-date detail in the same citation.
Structure and repayment summary: Explain the borrower or SPV, the repayment source, and the key legal or contractual control points.
Collateral or project asset view: Summarize asset type, condition, remaining useful life, maintenance needs, and exit or remarketing considerations.
Debt capacity and coverage: Show borrowing-base availability, valuation support, CFADS, reserve effects, and the relevant coverage ratios by period.
Waterfall and protection package: Map reserve accounts, sweep triggers, distribution tests, direct agreements, and enforcement or step-in rights.
Stress and recovery view: Test downside assumptions for utilization, collateral value, contract performance, residual value, refinancing, and counterparty weakness.
Recommendation and open diligence items: State the lender view, required protections, and the unresolved issues most likely to impair repayment.

Limitations

Residual value underwriting is only as durable as maintenance discipline, asset fungibility, and secondary-market depth.
Project finance models are only as strong as the enforceability of the underlying contracts and the credit strength of the key counterparties.
Borrowing-base and appraisal outputs are point-in-time tools; they do not eliminate liquidity, execution, or enforcement risk in a stressed exit.
Cross-border projects can look structurally strong on paper while still carrying material political, currency, or transfer risk.
For broader framework limitations, consult skills/credit-memo-generator/references/analytical-limitations.md.

Data Quality

Never silently fill missing diligence, appraisal, or contract information with assumptions. Use skills/credit-memo-generator/references/incomplete-data-guidance.md to disclose gaps explicitly.
Treat root references as calibration inputs, not substitutes for asset-specific facts, legal terms, or current third-party reports.
When standard analytical frameworks may be unreliable, consult skills/credit-memo-generator/references/analytical-limitations.md and state the limitation directly.

Examples

examples/worked-project-finance-example.md: Utility-scale project finance example covering revenue build-up, CFADS, sculpted debt sizing, waterfall mechanics, reserves, and stress testing.