self-discovery-adapt
The prompt refines and clarifies the descriptions of selected reasoning modules to enhance their effectiveness in addressing a specific task. It is useful for improving the alignment of reasoning processes with task requirements, ensuring more accurate and relevant outcomes.
Prompt Text
Rephrase and specify each reasoning module so that it better helps solving the task:
SELECTED module descriptions:
{selected_modules}
Task: {task_description}
Adapt each reasoning module description to better solve the task:
Evaluation Results
1/28/2026
Overall Score
2.19/5
Average across all 3 models
Best Performing Model
High Confidence
google:gemini-2.5-flash-lite
3.81/5
google:gemini-2.5-flash-lite
#1 Ranked
3.81
/5.00
adh
3.6
cla
4.6
com
3.3
In
245
Out
4,000
Cost
$0.0016
anthropic:claude-3-5-haiku
#2 Ranked
2.43
/5.00
adh
2.0
cla
4.1
com
1.2
In
290
Out
598
Cost
$0.0026
openai:gpt-5-mini
#3 Ranked
0.33
/5.00
adh
0.3
cla
0.4
com
0.3
In
240
Out
3,821
Cost
$0.0077
Test Case: