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Data & Analytics
Data analysis, BI, visualization, datasets, statistics, and ML workflows
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Showing 2,185–2,208 of 13,012 skills
- Confidence IntervalsExpress uncertainty as a plausible range instead of false precision - quantify how confident you are in estimates to avoid overconfidence in decisionsVotes: 0GitHub stars: 22
- Computational MechanicsIdentifies the minimal computational structure required to predict a system's behavior from limited observationsVotes: 0GitHub stars: 22
- CalibrationAlign predicted probabilities with actual outcomes - train yourself so things you say are 70% likely actually happen 70% of the timeVotes: 0GitHub stars: 22
- Calibration Vs Discrimination Trade OffsWhen improving forecast accuracy requires balancing how well predictions match reality vs. how well they distinguish between outcomesVotes: 0GitHub stars: 22
- Brier ScoreMeasure forecasting accuracy by calculating mean squared error between predicted probabilities and outcomes when improving calibration through systematic feedbackVotes: 0GitHub stars: 22
- Batch ServingMachine learning inference pattern where predictions are generated for large datasets at scheduled intervals rather than in real-timeVotes: 0GitHub stars: 22
- Base Rate FallacyIgnoring statistical base rates in favor of vivid case-specific information when assessing probabilityVotes: 0GitHub stars: 22
- Availability HeuristicCorrect probability and frequency judgments distorted by mentally available examples by seeking base rate data before relying on vivid anecdotesVotes: 0GitHub stars: 22
- AnchoringFirst information disproportionately influences judgments and decisions, even when the initial value is arbitrary or irrelevantVotes: 0GitHub stars: 22
- Absurdity HeuristicClassify highly unusual situations as impossible - but beware of rejecting valid predictionsVotes: 0GitHub stars: 22
- Security Ownership MapAnalyze 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...Votes: 0GitHub stars: 22
- Ga4Configure 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.Votes: 0GitHub stars: 22
- Warranty TimelineGenerates 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.Votes: 0GitHub stars: 22
- Validating Clinical Data QualityStructures data quality assessment with completeness, accuracy, and consistency validation. Use when auditing clinical data, assessing data quality, or validating data integrity.Votes: 0GitHub stars: 22
- Traffic Enforcement SummaryGenerates 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.Votes: 0GitHub stars: 22
- SearchSearches 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.Votes: 0GitHub stars: 22
- Protocolling Imaging StudiesSelects appropriate imaging protocols based on clinical indication and patient factors. Use when choosing imaging protocols, selecting contrast parameters, or determining appropriate study type.Votes: 0GitHub stars: 22
- Preparing Quantitative Strategy ReportsStructures 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.Votes: 0GitHub stars: 22
- Preparing Esg And Impact ReportingStructures 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.Votes: 0GitHub stars: 22
- Motion To Dismiss IndictmentDrafts 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.Votes: 0GitHub stars: 22
- Modeling Venture Cap TablesBuilds 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.Votes: 0GitHub stars: 22
- Modeling Variance And Volatility SwapsPrices 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.Votes: 0GitHub stars: 22
- Modeling Transaction Cost AnalysisBuilds 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.Votes: 0GitHub stars: 22
- Modeling Strip And Tail TransactionsBuilds 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.Votes: 0GitHub stars: 22