Enforce evidence hierarchies and citation requirements for biomedical research claims.
npx skills add https://github.com/markusstrasser/skills --skill epistemics
Please help me install this Agent Skill. Skill: epistemics Source: https://github.com/markusstrasser/skills/tree/main/epistemics Command: npx skills add https://github.com/markusstrasser/skills --skill epistemics
Bio/medical research often accumulates speculative claims without solid, citable evidence. Epistemics enforces a structured evidence framework to prevent hallucinations and to ensure traceable sources.
Provide a research question and attach any available sources; Epistemics will outline citation requirements and the evidence hierarchy to govern the workflow.
High-intent search queries and answers about installing and using this skill.
To prevent hallucinations in biomedical literature reviews, use an evidence hierarchy framework that mandates citations for non-trivial claims. This ensures traceable sources and separates mechanistic from clinical evidence.
You can enforce citation requirements for medical research claims by applying a structured evidence framework. This approach pairs every non-trivial assertion with a DOI, PMID, or official URL to maintain source traceability.
The best way to separate mechanistic vs clinical evidence in a meta-analysis is to implement formal evidence hierarchies with explicit INFERENCE labeling. This clearly distinguishes speculative claims from validated clinical data.
Yes, anti-hallucination guardrails can be used for pharmacogenomics interpretation. They guide researchers through domain-specific failure modes and ensure proper interpretation of genetic and clinical data.
Biomedical evidence synthesis without structured guardrails often accumulates speculative claims without solid, citable evidence. Applying a formal evidence framework prevents hallucinations and ensures traceable sources during research.
Simplified-ReasoningRetrieve biomedical literature and generate citation-anchored literature maps.
LeonChaoXConvert scholarly identifiers into validated BibTeX citations with deduplication.
danieldekayGenerate structured scientific hypotheses with evidence citations from literature.
amompigSearch biomedical literature and verify citations across PubMed, Google Scholar, and arXiv.
