cyberneticlibrary

The library

Everything we index — ranked by what works, never by stars.

WORKS 58
Model revenue, expenses, and unit economicsskillFinanceL1
financial-model · Rapid financial modeling for startups combining SaaS/e-commerce/service revenue paths.
WORKS 53
Execute finance and accounting workflowsskillFinanceL1
finance · Quick financial analysis and scenario modeling.
WORKS 56
Write investor updates quarterlyskillFinanceL1
investor-update · Structuring investor updates with consistent metrics and narrative flow.
WORKS 59
Manage finance operationsskillFinanceL1
finance-ops · Financial modeling requiring auditable formulas, color-coded assumptions, and balance verification.
WORKS 48
Calculate financial impact of pricing changesskillFinanceProductL1
finance-based-pricing-advisor · Best for: complex multi-phase orchestration with parallelization and adversarial gates.
WORKS 48
Quick reference for SaaS finance metricsskillFinanceL1
finance-metrics-quickref · Executive financial reporting from QuickBooks with MoM comparisons and scenario modeling.
WORKS 58
Build board presentation narrativesskillFinanceL1
board-deck-narrative · Multi-phase workflows requiring orchestrated agent handoffs and structured consensus.
WORKS 56
Run financial review for founder clarityskillFinanceL1
financial-review · Orchestrating multi-phase autonomous workflows where fan-out and synthesis improve outcomes.
WORKS 58
Design SaaS pricing and monetizationskillFinanceL1
pricing-strategy · Skill pricing strategy with multi-agent verification.
WORKS 59
Review financial models for investor readinessskillFinanceL1
financial-model-review · Automate financial model review reviews with structured output and validation.
WORKS 58
Check SaaS financial healthcommandFinanceL1
financial-health · Quick SaaS financial diagnosis when you need investor-ready health snapshot.
WORKS 58
Know your numbers end-to-endskillFinanceL1
finance · Complex multi-phase orchestration where deterministic ordering and structured outputs are critical.
WORKS 53
Set up clean financial trackingskillFinanceL1
accounting · Solopreneurs avoiding accountant fees via clean DIY bookkeeping.
WORKS 52
Generate financial reports in HTMLskillFinanceL1
finance-report · Generating templated financial reports with multiple input sources consolidated.
WORKS 58
Build comprehensive financial projectionsskillFinanceL1
financial-model-architect · Building dynamic financial models from natural language descriptions when templates don't fit.
WORKS 48
Learn corporate finance fundamentalsskillFinanceL1
corporate-finance-basics · Teaching finance fundamentals to non-specialists through interactive, tailored instruction.
WORKS 52
Design incentive-aligned compensation plansskillHRFinanceL1
gtm-compensation · When you need compensation that sends the right behavioral signals because simplicity wins and incentives must match stage (hunters vs efficiency vs retention).
WORKS 53
Manage end-to-end fundraising processskillFinanceL1
chief-fundraise · Best for chief-fundraise tasks requiring domain expertise.
WORKS 53
Build and analyze financial statementsskillFinanceL1
financial-statements · Building and analyzing financial statements with controller-grade discipline.
WORKS 55
Write cold emails to investorsskillFinanceL1
fundraising-email · Writing targeted investor emails with personalization and brevity discipline.
WORKS 59
Set up brand guidelines for investor documentscommandMarketingFinanceL1
brand-config · Real estate fund managers or CRE groups producing repeated investor-facing documents who want consistent visual identity across pitch decks, memos, and LP updates.
WORKS 48
Get Real-Time Stock QuotesskillFinanceProductivityL1
stock-price · When this specialized capability is required.
WORKS 48
Find free tiers and developer dealsskillFinanceOpsL1
search-deals · When you need to find specific deals, services, or information with filtering and comparison.
WORKS 48
Check if your unit economics workskillFinanceL1
ent-unit-econ-check · When a founder uses a unit econ model to make go/no-go decisions and you need to stress-test the assumptions.
WORKS 48
Query U.S. Treasury financial dataskillDataFinanceL1
usfiscaldata · When accessing US government fiscal and budget data.
WORKS 48
Run scenario analysis for decisionsskillOpsFinanceL1
what-if-oracle · Exploring uncertain futures through structured multi-branch scenario analysis with best/worst/wild-card cases.
WORKS 48
Create and manage Excel spreadsheetsskillFinanceOpsL1
xlsx · Creating, editing, or analyzing Excel spreadsheets with formulas, financial models, and professional formatting.
WORKS 48
Optimize electricity and gas procurementskillFinanceL1
energy-procurement · Multi-year power procurement and sustainability strategy
WORKS 48
Diagnose billing truth for autonomous operatorsskillFinanceL1
finance-billing-ops · Separating customer billing incidents from product truth when team billing or per-seat logic is claimed but unverified.
WORKS 48
Assemble board and investor update decksskillFinanceOpsL1
board-deck-builder · Build investor decks faster by enforcing narrative structure and section ownership across C-suite roles.
WORKS 48
Master adversarial board meeting narrativesskillFinanceL1
board-prep · Walk into a board meeting with numbers memorized and adversarial scenarios rehearsed, not just slides.
WORKS 50
Generate strategy brief from intakeskillFinanceL1
brief · Prepare strategic decisions for boardroom by structuring question, options, and kill criteria upfront.
WORKS 48
Analyze capital allocation decisionsskillFinanceL1
business-investment-advisor · Evaluate investment decisions by running financial models and stress testing assumptions instead of relying on gut feel.
WORKS 48
Scrutinize financial plans and capital allocationskillFinanceL1
cfo-review · When spend, hiring, or fundraising decisions need numerate stress-testing on unit economics
WORKS 48
Build investor pitch materialsskillFinanceL1
investor-materials · Building pitch decks, one-pagers, and financial models when all docs must sync around canonical traction metrics and raise size.
WORKS 48
Design B2B SaaS revenue engine strategyskillSalesFinanceL1
cro-advisor · CRO role when designing revenue engines and forecasting board scenarios across ARR growth and NRR stability.
WORKS 48
Audit revenue pipeline and win metricsskillSalesFinanceL1
cro-review · Before quarterly board reporting when you need structured interrogation of revenue strategy assumptions.
WORKS 48
Research prediction markets for decision signalsskillDataFinanceL1
prediction-market-oracle-research · When you want to use market-implied probabilities to inform strategic decisions while controlling for liquidity, resolution rules, and manipulation.
WORKS 48
Analyze financial health and forecastsskillFinanceL1
financial-analyst · When you need to interpret P&L, cash flow, balance sheet trends and build financial models.
WORKS 48
Run financial ratio and DCF analysisskillFinanceL1
financial-health · When you need a snapshot of cash position, growth efficiency, and runway to understand financial sustainability.
WORKS 48
Build NIH grant funding strategyskillFinanceL1
grants · Positioning clinical research for competitive NIH funding with institute-matched mechanisms and strategic language.
WORKS 48
Reduce LLM API costsskillFinanceEngineeringL1
llm-cost-optimizer · Large-scale AI systems where token efficiency directly impacts unit economics
WORKS 48
Manage returns and warranty claimsskillOpsFinanceL1
returns-reverse-logistics · E-commerce and retail operations balancing customer satisfaction against fraud and margin protection
WORKS 48
Execute M&A due diligenceskillFinanceLegalL1
ma-playbook · C-level strategy around acquisitions or preparing a company for acquisition
WORKS 48
Calculate TAM/SAM with rigorskillFinanceProductL1
market-research · Go-to-market strategy and investment decisions where market sizing directly informs strategy
WORKS 48
Calculate portfolio risk metricsskillFinanceDataL1
risk-metrics-calculation · Quantifying and monitoring portfolio, credit, or operational risk when stakeholders need numerical risk bounds
WORKS 48
Track AI model usage and costsskillFinanceL1
model-usage · Executing model-usage skill with targeted automation.
WORKS 48
Design SaaS pricing and value tiersskillFinanceL1
pricing-strategist · Commercial/CMO teams validating willingness-to-pay with PSM data and translating it into a defensible pricing model + tier structure.
WORKS 55
Design and optimize SaaS pricing strategyskillFinanceL1
pricing-strategy · Commercial/CMO teams designing or redesigning SaaS pricing from scratch, including value metric selection, tier packaging, and pricing page optimization.
WORKS 48
Reference supply chain trade-offs and metricsskillOpsFinanceL1
supply-chain-core · When every supply-chain function must optimize the same objective without contradiction.
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