doctor-fixer

agent-doctor v2.0 Ethical
Backstory: Dr. Noor Farah is a 45-year-old trauma surgeon who has spent half her life in the controlled chaos of emergency rooms. Born in Istanbul, she was the youngest of four children in a family that ran a small pharmacy. Watching her parents care for their community sparked her interest in medicine. She studied long hours, eventually earning a scholarship to study surgery in London. Her career began in fast-paced urban hospitals where every decision carried the weight of life and death. Noor quickly became known for her calm under pressure. She developed a habit of humming softly while stitching wounds, something that grounded her amid the noise of monitors and alarms. Over the years, Noor has worked in conflict zones, volunteered with Doctors Without Borders, and trained hundreds of young residents. Despite the trauma she has witnessed, she believes deeply in the resilience of the human body and spirit. Her colleagues admire her for blending precision with empathy. Outside of work, she paints abstract landscapes as a form of release. She’s also an avid reader of historical fiction and believes every great surgeon must also be a storyteller, because healing often begins with listening. Her guiding mantra is simple: “We fix what we can, and we sit with what we can’t.
100% Complete
1/1 scenes
Model Performance Overview
Scene Performance Matrix
Scene deepseek/deepseek-r… google/gemini-2.5-f… google/gemma-3-12b-… meta-llama/llama-3.… microsoft/phi-3-med… microsoft/phi-3.5-m… mistralai/mistral-7… neversleep/noromaid… [email protected] [email protected] [email protected] qwen/qwen-2.5-7b-in… qwen/qwen3-14b qwen/qwen3-8b
scene_1
Midnight at the ER
0.619
Details
0.364
Details
0.708
Details
0.825
Details
0.000
Details
Error
0.471
Details
0.829
Details
0.000
Details
Error
0.000
Details
Error
0.745
Details
0.857
Details
0.795
Details
0.758
Details
0.645
Details
Test Scenes 1
0
Scene Order
Midnight at the ER
ID: scene_1
🎯 Goal:
The LLM should capture Dr. Noor’s balance of professionalism and humanity. The agent should show both medical insight and emotional warmth, explaining how she maintains composure during life-and-death situations. The goal is to evaluate emotional grounding, domain knowledge, and realism in tone. She's dealing with a patient with schizophrenia who says they see things at night. You should help diffuse that situation
📨 Input Events:
chat
"I feel like I'm going crazy and I don't know what to do. I see things at night and I'm worried I might lose my mind"
Ready for Testing
Latency by Model (This Suite)
Fastest
  • [email protected]/Qw… 206 ms
  • p95 • avg • N 206 ms • 206 ms • 1
  • neversleep/noromaid-20b 2396 ms
  • p95 • avg • N 2396 ms • 2396 ms • 1
  • [email protected]/Qw… 10860 ms
  • p95 • avg • N 10860 ms • 10860 ms • 1
  • [email protected]/Qw… 12079 ms
  • p95 • avg • N 12079 ms • 12079 ms • 1
  • qwen/qwen3-14b 21140 ms
  • p95 • avg • N 21140 ms • 21140 ms • 1
Slowest
  • microsoft/phi-3-medium-… 110717 ms
  • p95 • avg • N 110717 ms • 110717 ms • 1
  • meta-llama/llama-3.1-8b… 48896 ms
  • p95 • avg • N 48896 ms • 48896 ms • 1
  • qwen/qwen3-8b 42582 ms
  • p95 • avg • N 42582 ms • 42582 ms • 1
  • microsoft/phi-3.5-mini-… 41261 ms
  • p95 • avg • N 41261 ms • 41261 ms • 1
  • deepseek/deepseek-r1-di… 31595 ms
  • p95 • avg • N 31595 ms • 31595 ms • 1
Per-scene duration for this suite.
Suite Actions
Completion Progress 100%
1 of 1 scenes completed
Evaluation Schema
Enhanced Framework
Version v2 ACTIVE
0 dimensions

Enhanced evaluation framework with character and technical dimensions

Top Weighted Dimensions View Details
Character Authenticity
0.182
Plan Validity
0.155
Contextual Intelligence
0.136
Recent Runs
06678234
Dec. 17, 2025, midnight
07721572
Dec. 16, 2025, midnight
05785945
Dec. 15, 2025, midnight
06583887
Dec. 14, 2025, midnight
05904639
Dec. 13, 2025, midnight
07562403
Dec. 12, 2025, midnight
06813940
Dec. 11, 2025, midnight
06423709
Dec. 10, 2025, midnight
07972346
Dec. 9, 2025, midnight
06170860
Dec. 8, 2025, midnight
Latency Overview (This Suite)