The library

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

saas-metrics-coach · Getting SaaS financial advice as a virtual CFO with benchmark insights and action plans.

scenario-war-room · When evaluating strategic decisions with compound downside risk, or prepping crisis scenarios.

yfinance · Rapid prototyping of quant research and backtesting without API keys or rate limits

tech-stack-evaluator · Making informed tech choices before committing months to a stack that won't scale

vendor-management · Quantifying SLA gaps and renewal decisions when a tier-1 vendor has recurring incidents and you need a defensible KEEP|REVIEW|REPLACE verdict.

build-vault-universe · Keeping performance-ranked portfolios current without manual list maintenance.

haruspex-stock-analyst · When you want quantitative multi-dimensional analysis of a single stock, not a generic article.

haruspex-thesis-tracker · When you have an investment thesis and want to validate it against current data dimensions.

haruspex-watchlist-review · When scanning 3+ stocks at once for score changes and biggest movers.

xno-skills · Essential for Nano (XNO) payments in agents without handling private keys or cloud custody.

business-case-roi · When your champion needs sign-off ROI built on the buyer's own numbers, not vendor math.

meteora · Swapping tokens on Solana when DLMM pools offer better pricing than constant-product AMMs.

startup-evaluation · When assessing whether a startup idea or company is healthy beyond the pitch.

13f-firehose · When monitoring famous fund position changes from daily SEC 13F-HR filings.

analyze-stock · When performing deep financial analysis on US-listed stocks with citations.

earnings-flash-dip-catch · For structured earnings flash dip catch workflows.

earnings-prep · For structured earnings prep workflows.

find-alpha · For structured find alpha workflows.

find-untapped-thesis · For structured find untapped thesis workflows.

insider-firehose · For structured insider firehose workflows.

jackal-price-ladder · For structured jackal price ladder workflows.

jackal-state-machine · When traders need to distinguish between continuation and pullback to optimize position size and entry timing.

jackal-tech-scan · When you need to infer whether smart money is accumulating or distributing, beyond single-indicator read.

leaps-screen · When sizing long-dated leverage on a stock thesis, preventing LEAPS disaster (5-10x losses in weeks).

macro-liquidity-monitor · When you need to know if overnight funding is loose (bubble risk) or tight (funding stress) before trading.

macro-risk-check · When you want a pre-trade macro regime (catching 2024/8/5 carry unwind, not missing 2026 upside).

macro-warning · See body for use case.

narrative-reversal-screen · See body for use case.

option-wall-analysis · See body for use case.

political-firehose · See body for use case.

portfolio-audit · Fund managers auditing multi-position books for concentration and stress-test exposure in minutes.

price-alert · Traders setting hands-off alerts across a watchlist that fire via Telegram 24/7.

review-investment-screenshot · Quick due diligence on investment screenshots—technicals, catalysts, profit-taking rules applied.

sector-rotation-analysis · Allocators identifying overheated vs undervalued sectors and executing tax-aware rotation pairs.

strategic-partner-firehose · Investors finding Tier-1 strategic PIPE deals from SEC filings before social media coverage.

tax-optimize · Teams or operators requiring tax-optimize for skill-level automation.

business-ethics-and-governance · Diagnosing corporate scandals and designing governance structures that scale beyond founder ethics.

corporate-finance-basics · Comparing investments with different timing, scale, and risk profiles.

operations-and-lean · Manufacturing and service operations optimizing throughput and quality.

skill · Safely sharing tax documents with AI tools or third parties.

decision-making · Making high-stakes decisions with clear reasoning that can be audited or revisited

data-wrangling · When preparing, cleaning, or transforming data for analysis.

household-economics-and-budgeting · Automating or structuring a commonly needed workflow.

estate-analyze-flip · When using estate analyze flip in skill contexts.

finops-patterns · Best for analyzing cloud spend and recommending rightsizing opportunities.

finance-report · Creating concise quarterly financial reports with KPI masthead, revenue/burn charts, and P&L summary on one page.

business-health-diagnostic · When business health diagnostic guidance needs expert judgment beyond generic alternatives.

finance-based-pricing-advisor · Setting pricing that balances customer willingness-to-pay with unit economics and competitive positioning.

finance-metrics-quickref · Quick reference when you need precise metric definitions or want to ensure consistent financial reporting.