Back to Prompt Library
implementation

DSPy Prompt Optimization for Empathy

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

Linked challenge: Ethical AI Companion Framework

Format
Text-first
Lines
1
Sections
1
Linked challenge
Ethical AI Companion Framework

Prompt source

Original prompt text with formatting preserved for inspection.

1 lines
1 sections
No variables
0 checklist items
Use DSPy to create a signature for generating empathetic responses with Gemini 2.5 Pro. Apply this signature to optimize the 'Conversationalist' agent's ability to respond to user statements of distress or sadness, ensuring the responses are deeply empathetic and avoid generic phrases. Run a test where the companion responds to a user expressing emotional vulnerability, demonstrating the DSPy-enhanced empathy.

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.