cyberneticlibrary

Optimize exploration cycle and artifacts

exploration-optimizerskillsetup L23
richfrem/agent-plugins-skills
What it does

Analyze and refine exploration session quality and efficiency

Best for

Improving exploration session methodology over time through data-driven feedback.

Inputs
  • · Session brief
  • · Captures list
  • · Time spent per discovery question
Outputs
  • · Quality metrics (assumption coverage, gap count)
  • · Efficiency feedback (questions that produced low signal)
  • · Recommendations for next session
Requires
  • · Read, Bash (optional timing analysis)
Preconditions

At least one completed exploration session; session timestamps available

Failure modes
  • · Over-optimization toward speed vs. completeness
  • · Metrics don't account for domain complexity
  • · Recommendations ignored in next session
Trust signals
  • · Signal-to-noise ratio per question
  • · Assumption discovery curve
  • · Gap closure metrics
  • · Recurring SME blindspots flagged