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Find your next superpower If you are an agent, refer to our llms.txt for full access.Detects file types and examines data structure, content, quality, and characteristics. Produces format-specific reports with quality metrics and recommendations across chemistry, bioinformatics, microscopy, spectroscopy, and other scientific domains.
Profiles supported scientific files, including redacted CSV, TSV, and JSON, with optional array, sequence, and image metadata inspection. Covers missingness, leakage, outliers, and transformation sensitivity; unknown formats are rejected.
Supports exploratory changes such as module transplants, backbone adaptations, LoRA or adapter layers, and head replacements. Records auditable, rollback-aware implementation details in explore_outputs without claiming verified contributions.
Explores new tables or files by checking null rates, column distributions, duplicates, and suspicious values. Helps identify data quality issues and choose dimensions and metrics for analysis.
Executes explicitly authorized exploratory runs to gather limited evidence. Records results in explore_outputs with fair-comparison caveats and restrained conclusions, excluding trusted baseline execution and verified state-of-the-art claims.
Provides catalog-wide discovery of databases and tables across S3 Tables, Redshift-federated catalogs, and remote Iceberg catalogs. Supports data inventory and catalog overview tasks.
Guides animation choices, execution threads, animated properties, springs, timing, gesture handoffs, and graceful degradation. Implements motion with Reanimated, Gesture Handler, Expo Router, and expo-haptics, including fixes for device stutter.
Adds an iOS App Clip target alongside its parent Expo app. Covers associated topics such as AASA, apple-app-site-association, appclips, and smart app banners.
Covers isolated and integrated approaches to adding React Native screens to SwiftUI, UIKit, or Kotlin apps. Includes AAR and XCFramework packaging for native integration.
Covers fetch, React Query, SWR, error handling, caching, and offline data access. Includes loading, empty, and error screen states and Expo Router data loaders through useLoaderData.
Organizes theme files, design tokens, and reusable components with consistent variants, sizes, and states. Supports existing styling libraries, improves screen consistency, and audits hardcoded styles and design-system drift.
Covers building Expo development clients locally and distributing them locally or through TestFlight. Focuses on internal testing rather than production store releases.
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Copy the install command from a skill page and run it in your project.
npx skillycli add owner/repo --skill name