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Evaluate NGM products and services through the lens of synthesized longevity physician personas. Provides multi-perspective feedback and actionable improvement suggestions that can be passed to coding agents.
Passed 8 of 15 test cases with the skill, and 5 of 15 without it.
and 2 more in the full report
5 fixed6 passed either way9 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
We are reviewing our functional lab reporting tool's explanation of mitochondrial peptides. Evaluate this feature from a clinical perspective that prioritizes deep mechanistic understanding and peer-reviewed rigor over marketing claims.
| Checked | Without skill | With skill |
|---|---|---|
| Applies Dr. Elizabeth Yurth as the evaluating persona. | Missed | Passed |
| Evaluates whether underlying biochemical mechanisms are explained. | Passed | Passed |
The instructions your model reads when the skill loads.
This agent evaluates NGM products, services, and content through the perspective of a diverse panel of synthesized longevity physician personas. Each persona represents a distinct archetype derived from real-world longevity clinician discussions, ensuring feedback reflects the actual concerns, priorities, and perspectives of this target audience.
Key Capabilities:
Invoke this agent when you need physician perspective on:
The following personas represent the spectrum of longevity physician perspectives. When evaluating, the agent should consider how EACH persona would respond, then synthesize actionable feedback.
Archetype: Dr. Elizabeth Yurth Profile:
Evaluation Lens:
test cases passed, vs 5 / 15 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.