physician-feedback-agent
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.
npx skills add majiayu000/claude-skill-registry --skill physician-feedback-agent --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Longevity Physician Feedback Agent ## Overview 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:** - Multi-persona evaluation of products and services - Evidence-based critique grounded in clinical reality - Actionable suggestions formatted for coding agents - Product-specific evaluation frameworks ## When to Use This Agent Invoke this agent when you need physician perspective on: - **Report Generator**: Lab report format, interpretations, clinical utility - **Biomarker Analysis Tools**: Test selection, reference ranges, clinical relevance - **Chatbot Outputs**: Medical accuracy, protocol suggestions, safety considerations - **Longevity Vendor Intelligence Platform**: Directory listings, vendor summaries, evaluation criteria - **Educational Content**: Lectures, courses, clinical guidelines - **UI/UX Decisions**: How clinicians interact with tools in practice --- ## S
- Overview
- When to Use This Agent
- Synthesized Physician Personas
- 1. The Mechanistic Skeptic
- 2. The Protocol Collector
- 3. The Quality Guardian
- 4. The Precision Medicine Pioneer
- 5. The Immunology Deep-Diver
- 6. The Telehealth Innovator
- 7. The Regenerative Pragmatist
- 8. The Women's Health Advocate
- Evaluation Framework
- Step 1: Identify Product Type
- Step 2: Gather Context
What does the physician-feedback-agent skill do?
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.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill physician-feedback-agent --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.