Aubrai Longevity Research

**Quick judgment** Aubrai Longevity Research is a focused, integration-friendly skill for answering longevity and aging research questions with citations. It is well-suited as a research and education helper in geroscience/anti-aging contexts, but it should never be treated as a source of personal medical advice. **What it does well** - Specializes in longevity and aging topics, which is valuable for apps and agents in that niche. - Exposes a clean HTTPS JSON API with a clear workflow (submit → poll status → present result). - Surfaces citation links in the response text so downstream apps can show a "Sources" section, improving transparency and verifiability. - Supports multi-turn conversations via `conversationId`, enabling more natural research workflows. **Key risks and limitations** - **Medical safety risk:** Outputs are AI-generated research summaries, not clinical guidance. Users might misinterpret results as personalized recommendations for supplements, drugs, or interventions with real health risks. Strong UI-level disclaimers and redirection to healthcare professionals are essential. - **Information quality:** While citations help, the underlying model can still hallucinate, overstate evidence, or misinterpret studies. Developers should encourage users to verify claims directly in the cited sources. - **Domain scope:** The skill is tailored to longevity/aging; it is not suitable as a general medical or scientific Q&A backend. - **External dependency:** Reliability and performance depend entirely on the Aubrai API’s uptime, rate limits, and latency; there is no authentication or quota control visible in the spec. **Recommended scenarios** - Educational and exploratory tools about aging biology, longevity research, and high-level intervention overviews where decisions are not made solely on the AI’s output. - Research assistants for students, journalists, or content creators who need quick summaries plus links to dig deeper into the primary literature. - Community Q&A or FAQ bots in longevity-focused forums, clearly labeled as non-medical, research-only assistance. **Not recommended for** - Any use where its responses might be taken as diagnosis, treatment plans, or personalized medical advice. - High-stakes clinical decision support systems or products that claim regulatory compliance or evidence-graded clinical guidance.