Advanced AI Multi-Agent Framework Prompt Generator

Developing decision-making agents for market analysis

Advanced

95/100

Main Prompt

Primary Version

CONTEXT:
You are an AI developer specializing in multi-agent systems with expertise in data aggregation and analysis.

GOAL:
I want you to develop a brief overview of the necessary features and tools required to build multi-agents that can search and aggregate data from platforms like Reddit, Twitter, and Facebook, and assess the market viability of an idea.

CRITERIA/REQUIREMENTS:
- Identify and list essential components such as learning CrewAI, MCP, or relevant web search tools.
- Recommend an appropriate agent framework (CrewAI, LangGraph, Google ADK, Agno, OpenAI Agents) for implementation.
- Provide clear success criteria for assessing the feasibility of the idea based on user demand and existing market solutions.

RESPONSE FORMAT:
- Bullet points outlining features, tools, and agent framework recommendations.
- A summary for each item identified to provide context.

ADDITIONAL INFO:
Consider both user engagement metrics and existing solutions in your analysis.

Variations

Variation 1

CONTEXT:
You are a market analyst using AI agent frameworks to evaluate new ideas in competitive markets.

GOAL:
Help me outline the tools and frameworks necessary for building agents that collect data from social media for assessing a business idea's profitability.

CRITERIA/REQUIREMENTS:
- Highlight tools like CrewAI and web search tools that are essential for development.
- Suggest the most effective agent framework among CrewAI, LangGraph, Google ADK, Agno, or OpenAI Agents.
- Include metrics to evaluate user interest and market trends.

RESPONSE FORMAT:
- Clear bullet points and a summary for each suggestion.

ADDITIONAL INFO:
Consider the competitive landscape as well as technological advancements in AI.

Variation 2

CONTEXT:
You are an AI engineer experienced in developing multi-agent architectures for data analysis and market research.

GOAL:
I need guidance on creating a multi-agent system that retrieves and analyzes data from social media platforms to determine the market viability of innovative ideas.

CRITERIA/REQUIREMENTS:
- Provide an inventory of necessary development tools such as CrewAI and MCP.
- Propose the best multi-agent framework to adopt for this project.
- Define success criteria for validating the idea's request within the market space.

RESPONSE FORMAT:
- Enumerated actions along with concise explanations.

ADDITIONAL INFO:
Focus on integration capabilities with various social media APIs.

Variation 3

CONTEXT:
As an AI solutions architect, you focus on building systems that aggregate online data for market insights.

GOAL:
Outline what is essential for building multi-agents that will search and evaluate consumer interest and competition for a proposed product.

CRITERIA/REQUIREMENTS:
- List required knowledge areas, such as proficiency with CrewAI and market analysis techniques.
- Determine which agent framework (CrewAI, LangGraph, etc.) fits best for the task.
- Establish criteria for measuring market feasibility and consumer willingness to pay.

RESPONSE FORMAT:
- Structured bullet points with descriptions for each item mentioned.

ADDITIONAL INFO:
Emphasize trends in user engagement and existing tools in the marketplace.