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fss-mini-rag-github/agent-user-testing/10-nonprofit-fundraising/INSTRUCTIONS.md
FSSCoding a08e2b4001 Add comprehensive agent user testing scenarios 
- Created 15 real-world test scenarios across diverse industries
- Each scenario includes autonomous instructions and results placeholders
- Industries covered: engineering, healthcare, finance, education, tech, agriculture
- Scenarios test FSS-Mini-RAG with authentic professional use cases
- Complete deployment guide and validation tools included
- Ready for agent delegation and execution

Scenarios range from mechanical engineering CAD standards to
cybersecurity compliance, ensuring broad market validation.
2025-09-07 17:20:58 +10:00

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Test Scenario 10: Nonprofit - Grant Writing & Fundraising Strategy

🏢 Industry Context: Nonprofit/Social Services

Role: Development Director
Task: Research grant opportunities and fundraising best practices for environmental conservation programs

📋 Scenario Description

You're the development director at an environmental conservation nonprofit. Your organization needs to expand funding sources and develop comprehensive grant writing strategies to support habitat restoration and education programs.

🎯 Your Mission (Completely Autonomous)

Step 1: Setup FSS-Mini-RAG

  1. Read the repository README.md to understand how to install FSS-Mini-RAG
  2. Follow the installation instructions for your platform
  3. Verify the installation works by running rag-mini --help

Step 2: Gather Research Materials

Create a folder called nonprofit-fundraising-research and populate it with relevant documentation:

  • Federal and state environmental grant programs
  • Foundation giving guidelines and priorities
  • Grant writing best practices and templates
  • Nonprofit fundraising strategies and case studies
  • Impact measurement and reporting frameworks

Sources to explore:

  • Federal grant databases (Grants.gov, EPA grants)
  • Foundation directories and giving databases
  • Nonprofit fundraising organizations and resources
  • Grant writing training materials and guides
  • Impact measurement and evaluation resources

Step 3: Index and Search

  1. Use FSS-Mini-RAG to index your nonprofit-fundraising-research folder
  2. Perform searches to answer these questions:
    • "What federal grants are available for habitat restoration projects?"
    • "How should environmental impact be measured and reported?"
    • "What elements make grant proposals most successful?"
    • "How can donor retention rates be improved?"
    • "What matching fund requirements exist for environmental grants?"

Step 4: Document Your Findings

Write your findings in RESULTS.md including:

  • Grant opportunity identification and assessment
  • Proposal writing strategies and best practices
  • Impact measurement and evaluation frameworks
  • Donor engagement and retention strategies
  • Compliance and reporting requirements for grants

Step 5: Evaluation

Rate FSS-Mini-RAG's effectiveness for:

  • Finding specific information across multiple documents
  • Searching complex documentation efficiently
  • Helping with research and analysis workflows
  • Overall usefulness for nonprofit/social services industry applications

📁 Deliverables

  • nonprofit-fundraising-research/ folder with research materials
  • RESULTS.md with findings and FSS-Mini-RAG evaluation
  • Documentation of your search queries and discoveries

⏱️ Expected Duration: 2-3 hours

🎓 Learning Objectives

  • Test FSS-Mini-RAG with nonprofit/social services industry content
  • Evaluate search effectiveness with domain-specific documentation
  • Assess usefulness for professional research workflows in nonprofit/social services