cyberneticlibrary

Run structured research methodology

research-flow-skillskillsetup L23
markramm/pyrite
What it does

Execute structured research workflow

Best for

Systematically researching a topic with explicit sourcing, contradiction detection, and confidence scoring for fact-checked reports

Inputs
  • · Research question
  • · Scope (data sources to include)
Outputs
  • · Structured research findings
  • · Source citations
  • · Confidence scores per claim
Requires
  • · Web search
  • · URL fetching
  • · LLM analysis
  • · Citation tracking
Preconditions

Research question clear; scope defined; web access available

Failure modes
  • · Question too vague
  • · No sources found
  • · Sources contradict
Trust signals
  • · Returns citations for every claim
  • · Flags contradictions explicitly
  • · Confidence scores per finding