The library

cost-aware-llm-pipeline · Batch LLM processing with cost constraints and variable complexity per task

customer-billing-ops · SaaS/subscription businesses needing automated, compliant billing

sol-account-info · Checking Solana account types without full RPC setup

deepread-ocr · Extracting structured data from invoices, forms, receipts where 90% auto-extraction + 10% human review beats 100% manual.

usfiscaldata · When accessing US government fiscal and budget data.

helper-payments · Tracking recurring household payments and generating reminders for service providers.

what-if-oracle · Exploring uncertain futures through structured multi-branch scenario analysis with best/worst/wild-card cases.

xlsx · Creating, editing, or analyzing Excel spreadsheets with formulas, financial models, and professional formatting.

energy-procurement · Multi-year power procurement and sustainability strategy

coverage · Use when working with skill named coverage.

k8s-cost · Reducing cloud spend by identifying over-provisioned pods and orphaned storage faster than manual audit

finance-billing-ops · Separating customer billing incidents from product truth when team billing or per-seat logic is claimed but unverified.

board-deck-builder · Build investor decks faster by enforcing narrative structure and section ownership across C-suite roles.

board-meeting · Conduct multi-perspective strategic decisions while surfacing dissent and preventing consensus bias that leadership would suppress.

board-prep · Walk into a board meeting with numbers memorized and adversarial scenarios rehearsed, not just slides.

boardroom · Surface C-suite dissent and devil's advocate concerns in strategic decisions before founder commits.

brief · Prepare strategic decisions for boardroom by structuring question, options, and kill criteria upfront.

business-investment-advisor · Evaluate investment decisions by running financial models and stress testing assumptions instead of relying on gut feel.

c-level-agents · When a founder needs executive advisor input on strategic decisions, hiring, financial health, or multi-role deliberation before committing.

capacity-planner · When planning engineering team capacity and validating roadmap feasibility against current and planned headcount.

cfo-advisor · When modeling unit economics, burn rate scenarios, and financial planning for fundraising

cfo-review · When spend, hiring, or fundraising decisions need numerate stress-testing on unit economics

investor-materials · Building pitch decks, one-pagers, and financial models when all docs must sync around canonical traction metrics and raise size.

commerce-tax · When calculating multi-jurisdiction sales tax with exemptions.

commercial-forecaster · When forecasting business outcomes from historical data.

market-research · the user wants market sizing, competitor comparisons, fund research, technology scans, or research t

cro-advisor · CRO role when designing revenue engines and forecasting board scenarios across ARR growth and NRR stability.

cro-review · Before quarterly board reporting when you need structured interrogation of revenue strategy assumptions.

cs-financial-analyst · Financial analysis and modeling for startups and revenue projections

bernstein-cost · Real-time cost visibility and burn-down forecasting for multi-agent runs.

deal-desk · Configuring deal terms, pricing rules, and approval workflows with audit trails and quote generation.

prediction-market-oracle-research · When you want to use market-implied probabilities to inform strategic decisions while controlling for liquidity, resolution rules, and manipulation.

Finance Lead · When you need to oversee a finance function, manage budgets, forecast cash flow, or prepare board-level financial reports.

finance-skills · When you need finance-specific guidance on structuring costs, cash flow analysis, or strategic financial planning.

financial-analyst · When you need to interpret P&L, cash flow, balance sheet trends and build financial models.

financial-health · When you need a snapshot of cash position, growth efficiency, and runway to understand financial sustainability.

grants · Positioning clinical research for competitive NIH funding with institute-matched mechanisms and strategic language.

llm-cost-optimizer · Large-scale AI systems where token efficiency directly impacts unit economics

returns-reverse-logistics · E-commerce and retail operations balancing customer satisfaction against fraud and margin protection

ma-playbook · C-level strategy around acquisitions or preparing a company for acquisition

market-research · Go-to-market strategy and investment decisions where market sizing directly informs strategy

risk-metrics-calculation · Quantifying and monitoring portfolio, credit, or operational risk when stakeholders need numerical risk bounds

model-usage · Executing model-usage skill with targeted automation.

pricing-strategist · Commercial/CMO teams validating willingness-to-pay with PSM data and translating it into a defensible pricing model + tier structure.

pricing-strategy · Commercial/CMO teams designing or redesigning SaaS pricing from scratch, including value metric selection, tier packaging, and pricing page optimization.

procurement-optimizer · Finance teams identifying procurement savings opportunities and renegotiating vendor contracts.

research-finance · Routing research queries by domain beats running generic fallback searches.

supply-chain-core · When every supply-chain function must optimize the same objective without contradiction.

revenue-operations · SaaS revenue teams needing pipeline coverage, forecast bias, and GTM efficiency metrics in one view.

saas-health · Calculating SaaS KPIs from raw business data with industry benchmarking.