Agent skills for Zed

Use when revising a MobiSys paper for a mobile-systems first page, the pain → system-design → on-device-evidence arc, 12-page…

Automate Mocean tasks via Rube MCP (Composio).

Automate Mocean tasks via Rube MCP (Composio).

Extracts design specifications from mock images including colors, typography, spacing, and component details

Generate mock API servers for testing and development with realistic

Run Python code in the cloud with serverless containers, GPUs, and autoscaling.

Serverless GPU compute platform for AI model deployment — web endpoints, GPU functions, model serving, and TypeScript client patterns

Inspect or change Babysitter model-routing policy by phase.

Compare AI models across benchmarks, pricing, and capabilities.

Design or implement MotherDuck analytical schemas and transformation models, including grain, types, and materialization.

Deploy this skill enables AI assistant to deploy machine learning models

Generates python code that evaluates SageMaker models.

Expert at writing Rails 8 models with proper validations, associations, scopes, callbacks, and concerns.

Classifies prompt complexity and advises when a different Claude model tier would be more cost-effective.

MANDATORY tracking protocol for multi-model validation.

Build this skill enables AI assistant to track and manage ai/ml model

This skill MUST be invoked when the user says "extract entities", "define data model", "model relationships", "entity modeling", or…

This skill enables Claude to design NoSQL data models.

Use when designing Rails models - ActiveRecord patterns, validations, callbacks, scopes, associations, concerns, query objects, form objects

Use when explaining heterogeneity and probing robustness in a Psychological Bulletin meta-analysis — moderator/subgroup analysis…

Write modern, high-performance C# code using records, pattern matching, value objects, async/await, Span<T>/Memory<T>, and best-practice…