Back to Prompt Library
implementation

Advanced RAG and MCP Tool Development

Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.

Linked challenge: Responsible AI Mental Health Impact Assessment

Format
Text-first
Lines
1
Sections
1
Linked challenge
Responsible AI Mental Health Impact Assessment

Prompt source

Original prompt text with formatting preserved for inspection.

1 lines
1 sections
No variables
0 checklist items
Implement advanced RAG pipelines for agents to access specialized knowledge bases (e.g., academic journals on AI and psychology, legal databases). Develop specifications for simulated MCP tools: 'SocialSentimentAnalyzer_API' to gauge public perception, and 'MentalHealthResearch_DB_API' for accessing relevant studies. Explain how agents will use these tools with GPT-5 for extended thinking.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.