How does it handle external data sources like Sam.gov?

The skill includes specific Action patterns for fetching data from external APIs and processing it in batches using mutations to avoid serverless timeouts.

What core functionality does the convex-patterns skill provide?

It provides specialized implementation patterns for Convex backend functions, including schema design for RFP platforms, optimized database queries, and secure transactional mutations.

Does this skill support authentication logic?

Yes, it includes patterns for integrating Clerk authentication and implementing role-based access control (RBAC) within Convex functions.

Is this skill limited to RFP projects?

While the schema examples are RFP-focused, the architectural patterns for pagination, search, and optimistic updates are applicable to any Convex-based application.

Convex Patterns for RFP Discovery

Name: Convex Patterns for RFP Discovery
Author: Atemndobs

byAtemndobs

Database Management

Implements standardized Convex backend patterns and best practices for building scalable, real-time RFP discovery and management platforms.

About

This skill equips Claude with specialized patterns for implementing Convex backend functions, specifically tailored for the RFP Discovery ecosystem. It provides comprehensive schema definitions for complex data models—including users, RFPs, evaluations, and pursuits—alongside optimized query patterns for pagination and full-text search. By incorporating secure mutation practices, Clerk authentication integration, and external API action handlers for data ingestion (such as Sam.gov), this skill ensures that backend development is type-safe, efficient, and follows production-grade architectural standards for serverless environments.

Key Features

External API action patterns for automated data ingestion from government sources
Optimized schema definitions for RFP tracking and evaluation workflows
React integration hooks for real-time UI updates and optimistic state management
Efficient query patterns using database indexes and search indexes
0 GitHub stars
Secure mutation logic with integrated Clerk authentication checks

Use Cases

Building a centralized government contract tracking system with complex data relationships
Developing secure, role-based access control for collaborative backend functions
Implementing high-performance full-text search across large repositories of proposal documents

About

Key Features

External API action patterns for automated data ingestion from government sources
Optimized schema definitions for RFP tracking and evaluation workflows
React integration hooks for real-time UI updates and optimistic state management
Efficient query patterns using database indexes and search indexes
0 GitHub stars
Secure mutation logic with integrated Clerk authentication checks

Use Cases

Building a centralized government contract tracking system with complex data relationships
Developing secure, role-based access control for collaborative backend functions
Implementing high-performance full-text search across large repositories of proposal documents