Robust statistical methods resistant to outliers
Use when a Journal of International Money and Finance (JIMF) result must be shown stable across samples, regimes, measures, and inference…
Rock physics and AVO analysis workflow from well log preparation through elastic property calculation, fluid substitution, AVO modelling…
React 19 patterns including Server Components, Actions, Suspense, hooks, and component composition
Deep operational guide for 12 embedded databases.
Deep operational guide for 8 multi-model databases.
Deep operational guide for 20 relational/SQL databases.
Deep operational guide for 14 streaming databases and platforms.
Structures objective role scorecards and evaluates anonymized hiring candidates using evidence-based gates, competencies, and structured…
Phase 2: The Razor. Filter and merge items based on the Lens.
Open a pull request in the current project, filling the project's PR template and deriving the title with the conventional commit skill.
Push or pull changes to the shared shared-config repo.
Preflight before anything goes out. Use when packaging a video or post to upload, writing titles, descriptions, chapters, or captions, or…
Room database patterns for Android - entity definitions, DAO interfaces, Database class, migrations, TypeConverters, and Flow integration.
Root-cause a production error from Google Cloud Logging by correlating it into a single request's log trail and locating the offending code.
Guide code organization, folder structure, and route architecture following colocation-first patterns.
Use when choosing reviewers, domain experts, or likely owners for a file or directory from CodeScene project data.
Cloud-based quantum chemistry platform with Python API.
Token-efficient codebase exploration using RepoPrompt CLI.
The contract between two services and how it changes without a coordinated deploy: partial failure as a first-class outcome, an error…
Conventions for running coding agents inside a repo without disturbing the person using it: asking the user on any important decision and…