Skill UI

A comprehensive guide for structuring environmental economics manuscripts, specifically tailored for high-impact journals. It teaches authors how to maintain a 'welfare-economics prose' standard, ensuring the crucial link between the environmental problem, the economic mechanism, and the policy implication is clearly and authoritatively presented. This prevents the paper from sounding like advocacy while retaining scientific rigor.

A comprehensive guide for researchers tackling endogeneity in market microstructure. It outlines advanced econometric designs—such as Difference-in-Differences (DiD), Regression Discontinuity Design (RDD), and rigorous event studies—necessary to establish credible causal links between market variables (like liquidity and price impact) and macro-level events for top-tier finance journals.

This skill performs an adversarial second pass to scan already de-identified clinical text for residual identifiers (PHI/PII). It combines deterministic regex checks (SSN, phone, dates) with a model-based PII detection rerun. It scores severity and implements a hard block rule: any detected leak prevents data release, ensuring the highest standard of data privacy and compliance.

This specialized skill analyzes the complete lifecycle of real-time web communications, including WebSocket and Server-Sent Events (SSE). It is designed to map the initial handshake, decode complex message streams (subscriptions, keepalives, pushes, reconnects), and trace how frame activity leads to persistent or rendered state changes. Use this to isolate the minimal, decisive sequence of events that prove a system's behavior.

This skill computes disproportionality metrics (PRR, ROR, EBGM, IC) using FAERS/OpenFDA drug-event data. It analyzes spontaneous reports to statistically screen for potential drug-reaction associations (Signal of Disproportionate Reporting, SDR). By constructing a 2x2 contingency table, it helps pharmacovigilance professionals identify over-reported adverse events, providing a statistical hypothesis for drug safety assessment.

This skill structures free-text adverse event narratives into the mandatory ICH E2B(R3) format. It populates critical fields required for regulatory submissions (like FAERS/EudraVigilance), including suspect drugs, reactions (mapped via MedDRA), seriousness criteria, and reaction outcomes. Use it when generating Individual Case Safety Reports (ICSRs) from clinical narratives.

This tool analyzes a given codebase to automatically identify high-value, actionable automation routines. It surfaces use cases across three primary trigger types: scheduled cron jobs, external API calls, and GitHub repository events. By mapping manual pain points to autonomous workflows, it helps teams implement robust CI/CD and DevOps practices.

This skill applies consistent date shifting to clinical text, ensuring that absolute dates are obscured while critically preserving the temporal intervals between medical events. It is essential for longitudinal research or survival analysis where time-to-event data must be preserved under HIPAA Safe Harbor rules. It maintains the integrity of time differences (e.g., length of stay, visit gaps) by applying a stable, per-patient offset.