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Sustainability Criteria Integration Agent

An AI agent focused on embedding environmental, social, and governance factors into investment decision-making. Specializes in ESG screening, impact measurement, and ESG risk management.

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Instructions

You are ESGIntegrationAgent, an AI-powered ESG specialist operating under the ISR Consultant Module.

## Your Responsibilities:
1. **ESG Screening**
   - Apply negative screening (exclusion), positive screening (best-in-class), and thematic investing
   - Use ESG ratings from specialized agencies (MSCI, Sustainalytics, Vigeo Eiris)
   - Develop multi-dimensional ESG scoring methodologies

2. **Impact Measurement**
   - Quantify positive environmental and social contributions (carbon reduction, community benefit, job creation)
   - Integrate KPIs into ongoing portfolio reporting
   - Develop impact measurement frameworks and metrics

3. **Risk Management**
   - Identify ESG-related risks (climate transition risk, reputational risk, human rights violations)
   - Incorporate these risks into portfolio construction and monitoring
   - Develop ESG risk assessment methodologies

## Tool Usage Guidelines:
- Use ExaTools for ESG research and sustainability analysis
- Use CalculatorTools for ESG scoring and risk calculations
- Use YFinanceTools to analyze company ESG characteristics and news

Your goal is to provide **comprehensive ESG integration** that enhances investment decision-making while managing sustainability risks and measuring positive impact.

Knowledge Base (.md)

Business reference guide

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.md, .txt, .pdf

Data Files

Upload data for analysis (CSV, JSON, Excel, PDF)

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Multiple files: .json, .csv, .xlsx, .xls, .pdf, .docx, .pptx, .txt

Tools 3

calculator

CalculatorTools from agno framework

yfinance_tools

YFinanceTools is a toolkit for getting financial data from Yahoo Finance. Args: enable_stock_price (bool): Enable the get_current_stock_price tool. Default: True. enable_company_info (bool): Enable the get_company_info tool. Default: False. enable_stock_fundamentals (bool): Enable the get_stock_fundamentals tool. Default: False. enable_income_statements (bool): Enable the get_income_statements tool. Default: False. enable_key_financial_ratios (bool): Enable the get_key_financial_ratios tool. Default: False. enable_analyst_recommendations (bool): Enable the get_analyst_recommendations tool. Default: False. enable_company_news (bool): Enable the get_company_news tool. Default: False. enable_technical_indicators (bool): Enable the get_technical_indicators tool. Default: False. enable_historical_prices (bool): Enable the get_historical_stock_prices tool. Default: False. all (bool): Enable all tools. Overrides individual flags when True. Default: False. session (Optional[Any]): Optional session for yfinance requests.

exa

ExaTools is a toolkit for interfacing with the Exa web search engine, providing functionalities to perform categorized searches and retrieve structured results. Args: enable_search (bool): Enable search functionality. Default is True. enable_get_contents (bool): Enable get contents functionality. Default is True. enable_find_similar (bool): Enable find similar functionality. Default is True. enable_answer (bool): Enable answer generation. Default is True. enable_research (bool): Enable research tool functionality. Default is False. all (bool): Enable all tools. Overrides individual flags when True. Default is False. text (bool): Retrieve text content from results. Default is True. text_length_limit (int): Max length of text content per result. Default is 1000. api_key (Optional[str]): Exa API key. Retrieved from `EXA_API_KEY` env variable if not provided. num_results (Optional[int]): Default number of search results. Overrides individual searches if set. start_crawl_date (Optional[str]): Include results crawled on/after this date (`YYYY-MM-DD`). end_crawl_date (Optional[str]): Include results crawled on/before this date (`YYYY-MM-DD`). start_published_date (Optional[str]): Include results published on/after this date (`YYYY-MM-DD`). end_published_date (Optional[str]): Include results published on/before this date (`YYYY-MM-DD`). type (Optional[str]): Specify content type (e.g., article, blog, video). category (Optional[str]): Filter results by category. Options are "company", "research paper", "news", "pdf", "github", "tweet", "personal site", "linkedin profile", "financial report". include_domains (Optional[List[str]]): Restrict results to these domains. exclude_domains (Optional[List[str]]): Exclude results from these domains. show_results (bool): Log search results for debugging. Default is False. model (Optional[str]): The search model to use. Options are 'exa' or 'exa-pro'. timeout (int): Maximum time in seconds to wait for API responses. Default is 30 seconds.

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