cyberneticlibrary

Assess evidence quality

evidence-assessmentskillsetup L164
Tibsfox/gsd-skill-creator
What it does

Evaluate evidence quality and assess claim credibility

Best for

Assessing research claims and evaluating expert disagreement when stakes are high

Inputs
  • · claim to verify
  • · evidence sources
  • · domain context
Outputs
  • · credibility rating
  • · evidence strength
  • · missing evidence flags
  • · confidence interval
Preconditions
  • · claim is testable or evidence exists
Failure modes
  • · Absence of evidence treated as evidence of absence
  • · Single study over-weighted vs meta-analysis
Trust signals
  • · Study design quality (RCT > observational)
  • · Sample size and statistical power
  • · Publication bias risk
  • · Conflict of interest declared
  • · Replication rate