risk-of-bias-assessment
$
npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/risk-of-bias-assessmentConduct structured risk-of-bias assessment for individual studies using the appropriate validated tool (RoB 2.0, ROBINS-I, QUADAS-2, PROBAST, or Newcastle-Ottawa Scale).
SKILL.md
.github/skills/risk-of-bias-assessmentView on GitHub ↗
--- name: risk-of-bias-assessment description: Assess methodological bias using RoB2, PROBAST, or QUADAS-2 validated tools execution: subagent prompt: ./prompt.md input: study_metadata, study_design used-by: meta-analysis --- # Risk of Bias Assessment SOP Conduct structured risk-of-bias assessment for individual studies using the appropriate validated tool (RoB 2.0, ROBINS-I, QUADAS-2, PROBAST, or Newcastle-Ottawa Scale). ## When to Use - During quality assessment of each included study - When deciding sensitivity analysis groupings - When assessing GRADE certainty (risk of bias domain) ## Input - `study_metadata`: Study characteristics, methods description, and results - `study_design`: The study design (RCT, non-randomized, diagnostic, prediction model, observational) ## Output Domain-level risk-of-bias judgments with supporting rationale for each signaling question.
More from yogsoth-ai/de-anthropocentric-research-engine
- abductive-hypothesis-generationStrategy: 面对异常的最佳解释推理
- ablation-brainstormRemove components one by one, observe system changes to reveal hidden dependencies and generate ideas from structural gaps.
- ablation-component-mappingMap system architecture to ablatable units for ablation studies
- ablation-designDesign ablation studies to isolate component contributions in ML systems
- ablation-executionRemove components one by one from a system, record the response/impact of each removal.
- abp-vulnerability-classificationClassify assumptions on 2 axes — load-bearing (how much conclusion depends on it) × vulnerable (how likely to be false). Focuses attention on High-Load × High-Vulnerable quadrant.
- abstraction-extractionExtract abstract principles from concrete domain cases. Strips domain-specific details to reveal transferable mechanisms.
- abstraction-ladderPerform bisociation at multiple abstraction levels
- abstraction-ladderingMove between concrete and abstract framings — 3 levels up (Why?) and 3 levels down (How?) to find the most productive research level.
- abstraction-to-designAbstract biological principle to design principle. Bridge from biology to engineering.