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Crypto News Analyzer: AI Agent for Daily Market Impact & Investment Recommendations

This is a submission for the Runner H "AI Agent Prompting" Challenge

What I Built

I developed an autonomous AI agent that aggregates the latest 20 cryptocurrency news articles from reputable, no-login-required sources. For each article, the agent identifies the primary cryptocurrency involved, assesses the potential impact (positive, negative, or neutral), provides a brief rationale, and generates a buy, hold, or sell recommendation. All findings are compiled into a structured Google Sheet, facilitating informed decision-making for investors and enthusiasts.

Demo

https://drive.google.com/file/d/1f7FaZOF9tuphdUJXErexOdlIK17h0bSk/view?usp=drive_link

How I Used Runner H

Leveraging Runner H's capabilities, I structured the workflow as follows:

Data Retrieval: The agent accesses reputable, no-login-required cryptocurrency news sources such as CoinGecko News, CryptoNews.com, and CoinGape to fetch the latest 20 articles.

Information Extraction: For each article, the agent identifies the primary cryptocurrency mentioned.

Impact Assessment: The agent analyzes the content to determine the potential impact on the cryptocurrency, categorizing it as positive, negative, or neutral, and provides a brief rationale for the assessment.

Investment Recommendation: Based on the impact assessment, the agent generates a buy, hold, or sell recommendation for each cryptocurrency.

Data Compilation: All information is compiled into a Google Sheet with the following columns: Date, News Title, Source, Cryptocurrency, Impact Assessment, Rationale, Recommendation, and Article URL.

Automation: The entire process is automated to run at a scheduled time daily, ensuring up-to-date information is always available.

Use Case & Impact

This solution addresses the challenge of staying informed in the rapidly evolving cryptocurrency market. By automating the aggregation and analysis of news articles, the agent saves investors significant time and effort, enabling them to make timely and informed investment decisions.

Beneficiaries:

Individual Investors: Gain quick insights into market movements without manually sifting through numerous news sources.

Financial Analysts: Utilize the compiled data for further in-depth analysis and reporting.

Cryptocurrency Enthusiasts: Stay updated on the latest developments affecting their favorite cryptocurrencies.

Improvements Over Existing Processes:

Efficiency: Automates the time-consuming process of news aggregation and analysis.

Consistency: Provides standardized assessments and recommendations, reducing subjective bias.

Accessibility: Delivers information in a structured format that's easy to interpret and act upon.

Social Love

https://x.com/jiaming_wa76520/status/1941699711729271001

Top comments (1)

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Dave Allen

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