Data & Analytics

Correct probability and frequency judgments distorted by mentally available examples by seeking base rate data before relying on vivid anecdotes

First information disproportionately influences judgments and decisions, even when the initial value is arbitrary or irrelevant

Classify highly unusual situations as impossible - but beware of rejecting valid predictions

Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Trigger only when the user explicitly wants a security-oriented ownership or bus-factor analysis grounded in git history (for example: orphaned sensitive code, security maintainers, CODEOWNERS reality checks for risk, sensitive hotspots, or ownership clusters). Do not trigger for general maintainer lists o...

Configure GA4 + GTM for Next.js SaaS: funnel tracking, scroll depth, CTA clicks, conversions, feature usage. Use when setting up analytics, tracking conversions, or implementing A/B tests.

Generates a chronological timeline of warranty requests, claims, and complaints for product defect litigation, regulatory proceedings, or internal investigations. Analyzes complaint patterns, establishes manufacturer notice dates, and calculates defect statistics. Use when building warranty claim timelines, product defect chronologies, complaint pattern analysis, discovery summaries, expert report exhibits, or trial timeline exhibits.

Structures data quality assessment with completeness, accuracy, and consistency validation. Use when auditing clinical data, assessing data quality, or validating data integrity.

Generates structured summaries of traffic law enforcement data covering DUI metrics, violation trends, enforcement outcomes, and resource allocation. Use when analyzing citation records, arrest statistics, violation reports, or preparing public safety strategic planning documents for law enforcement leadership.

Searches the web, legal databases, case law, patents, and case.dev knowledge base via the casedev CLI. Use when the user mentions "search", "legal research", "find cases", "case law", "patent search", "web search", "fetch URL", "webfetch", "legal skills", or needs to research legal topics, find similar cases, or retrieve web content.

Selects appropriate imaging protocols based on clinical indication and patient factors. Use when choosing imaging protocols, selecting contrast parameters, or determining appropriate study type.

Structures systematic strategy performance reporting with factor exposure, attribution, and risk analytics for investor communication. Use when preparing quant reports, documenting strategy performance, or presenting systematic strategy results.

Structures ESG and impact reporting for fund investors with metric collection, framework alignment, and progress communication. Use when preparing ESG reports, collecting impact data, or aligning with reporting frameworks.

Drafts motions to dismiss criminal indictments in federal and state courts. Covers defective indictments, statute of limitations, speedy trial, double jeopardy, prosecutorial misconduct, and jurisdictional defects. Use when the agent needs to challenge the legal sufficiency of criminal charges or draft a pre-trial dismissal motion.

Builds cap table models with round-by-round dilution, ESOP expansion, convertible note conversion, and exit waterfall analysis. Use when modeling cap tables, projecting ownership dilution, or calculating exit proceeds distribution.

Prices variance and volatility swaps with replication methodology, convexity adjustment, and discrete monitoring analysis. Use when pricing vol products, modeling variance swaps, or evaluating volatility strategies.

Builds TCA frameworks with implementation shortfall, VWAP comparison, and market impact estimation across asset classes. Use when conducting TCA, measuring execution quality, or analyzing trading costs.

Builds strip and tail-end fund models with remaining portfolio analysis, unfunded obligation treatment, and duration-adjusted pricing. Use when modeling strip deals, evaluating tail-end portfolios, or analyzing remaining value.

Analyzes buyback program design with timing optimization, price sensitivity, and EPS accretion impact modeling. Use when optimizing buybacks, modeling repurchase economics, or comparing return-of-capital alternatives.

Analyzes securities lending market with borrow cost, short interest dynamics, and fail-to-deliver monitoring. Use when analyzing lending markets, tracking borrow costs, or evaluating short selling dynamics.

Analyzes rights offering dynamics with theoretical ex-rights price, subscription premium, and nil-paid value calculation. Use when evaluating rights offerings, modeling TERP, or analyzing subscription arbitrage.

Builds regime detection models with hidden Markov, threshold, and Bayesian change-point methodologies for strategy adaptation. Use when modeling regime changes, detecting market shifts, or adapting strategies to market conditions.

Designs rebalancing triggers with calendar-based, threshold-based, and hybrid approaches with tax and cost optimization. Use when designing rebalancing rules, optimizing rebalancing frequency, or modeling turnover impact.

Analyzes intraday volatility dynamics with open/close effects, lunch-time patterns, and event-driven volatility estimation. Use when modeling intraday volatility, timing order execution, or analyzing time-of-day effects.

Builds growth equity return models with minority/majority economics, participation rights, and preference stack analysis. Use when modeling growth equity returns, projecting minority investment outcomes, or analyzing preference structures.