effect-v4-http-ai

Provides app-layer guidance for Effect v4 HTTP and AI tool integrations.

68|13|Updated Aug 9, 2025
One-click install
npx skills add https://github.com/kriegcloud/beep-effect --skill effect-v4-http-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: effect-v4-http-ai
Source: https://github.com/kriegcloud/beep-effect/tree/main/.agents/skills/effect-v4-http-ai
Command: npx skills add https://github.com/kriegcloud/beep-effect --skill effect-v4-http-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides focused guidance for using Effect v4 with HTTP and AI tools, streamlining chat/graph routes and tool handler development.

Core Features & Use Cases

  • App-Layer Guidance: Offers best practices for building robust and efficient web applications using Effect v4.
  • Tool Integration: Facilitates the integration of AI tools within your application's workflow.
  • Use Case: Use this Skill to define clear boundaries for your API routes and delegate complex logic to dedicated tool handlers, ensuring a clean and maintainable codebase.

Quick Start

Apply the Effect v4 HTTP + AI guidance to structure your new chat route implementation.

Frequently Asked Questions about effect-v4-http-ai

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I integrate AI tools with Effect v4 HTTP routes?

To integrate AI tools with Effect v4 HTTP, define clear boundaries for your API routes and delegate complex logic to dedicated tool handlers. This approach ensures a clean, maintainable codebase for chat and graph routes.

What is the best way to structure chat and graph routes in Effect v4?

Structuring chat and graph routes in Effect v4 involves applying focused app-layer guidance that enforces Effect-first transformations. This method prefers concrete, source-backed facts and specific constraints on routing and grounding.

How do bounded retrieval packets work with Effect v4 AI tool handlers?

Bounded retrieval packets in Effect v4 AI tool handlers work by applying specific constraints on data retrieval and grounding. This ensures your tool handlers process source-backed facts efficiently within defined limits.

Do I need dedicated tool handlers for Effect v4 HTTP and AI integration?

Yes, you need dedicated tool handlers for Effect v4 HTTP and AI integration. Delegating complex logic to these handlers separates concerns, streamlines workflow, and maintains a clean application architecture.

Can I use Effect-first transformations for grounding API responses in Effect v4?

Yes, you can use Effect-first transformations for grounding API responses in Effect v4. This approach enforces strict transformations and prefers concrete, source-backed facts for your HTTP and AI tool integration.