cyberneticlibrary

Generate structured research reports

research-engineskillsetup L364
Tibsfox/gsd-skill-creator
What it does

Synthesize research insights from multiple sources

Best for

Rapid multi-source research synthesis with transparent evidence chains.

Inputs
  • · Research question
  • · Source documents
  • · Domain context
  • · Query strategy
Outputs
  • · Synthesized report
  • · Citation map
  • · Evidence ranking
  • · Contradiction detection
Requires
  • · Web search (Firecrawl/Perplexity optional)
  • · Vector DB (optional)
Preconditions
  • · Question well-formed
  • · Sources accessible
  • · Domain knowledge available
Failure modes
  • · Sources conflicting
  • · Question too broad
  • · Search yields spam
  • · Hallucinations in synthesis
Trust signals
  • · Contradiction detection
  • · Citation mapping