ben-vargas

MCP Sampling Provider Re-implementation Plan

This document outlines the detailed plan for refactoring the MCP Sampling provider to follow the custom AI SDK pattern, as exemplified by the claude-code provider.

1. Directory and File Structure

We will start by creating the following directory and file structure:

ben-vargas

Product Requirements Document: Vercel AI SDK Provider for @google/gemini-cli-core

Field	Value
Title	Vercel AI SDK Community Provider for Gemini CLI Core
Author	Gemini
Status	Proposed
Version	1.0
Date	June 25, 2025

ben-vargas

Product Requirements Document: Claude Code CLI Integration for Task Master

1. Executive Summary

This PRD outlines the implementation of Claude Code CLI as an AI provider option for Task Master, enabling users to leverage Claude's capabilities without requiring API keys. Instead, users can authenticate through their existing Claude Code installation and use their Claude Pro/Team subscriptions.

2. Problem Statement

Current Challenges

• Users must obtain and manage API keys for AI providers

ben-vargas

Four Level framework for prompt engineering

Watch the breakdown here in a Q4 2024 prompt engineering update video

LLM library

Ollama

Level 1: Ad hoc prompt

• Quick, natural language prompts for rapid prototyping
• Perfect for exploring model capabilities and behaviors

ben-vargas

Meta Prompting

In the Generative AI Age your ability to generate prompts is your ability to generate results.

Guide

Claude 3.5 Sonnet and o1 series models are recommended for meta prompting.

Replace {{user-input}} with your own input to generate prompts.

Use mp_*.txt as example user-inputs to see how to generate high quality prompts.

ben-vargas

Hello World! 👋

Welcome to my GitHub Gist profile!