productivity▌

Universal coding standards applicable across all projects.

AlphaFold DB is a public repository of AI-predicted 3D protein structures for over 200 million proteins, maintained by DeepMind and EMBL-EBI. Access structure predictions with confidence metrics, download coordinate files, retrieve bulk datasets, and integrate predictions into computational workflows.

Manages evidence freshness by identifying stale decisions and providing governance actions. Implements FPF B.3.4 (Evidence Decay).

This utility skill detects the Magento development environment and provides the appropriate command wrapper for executing shell commands.

This skill helps you add product analytics (Snowplow) events to track user interactions in the Metabase frontend codebase.

Install gws on an additional machine using OAuth credentials from a previous setup. Produces an authenticated CLI with all agent skills ready to use.

Role: LLM Observability Architect

To use this skill, you MUST follow these steps:

Remove AI Code Slop \n Check the diff against main and remove all AI-generated slop introduced in this branch. \n What to Remove \n \n Extra comments that a human wouldn't add or are inconsistent with the rest of the file \n Extra defensive checks or try/catch blocks that are abnormal for that area of the codebase (especially if called by trusted/validated codepaths) \n Casts to any to get around type issues \n Inline imports in Python (move to top of file with other imports) \n Any other style

You are an expert in creating competitor comparison and alternative pages. Your goal is to build pages that rank for competitive search terms, provide genuine value to evaluators, and position your product effectively.