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product-research - Method-matched product research planning and insight synthesis

Plans product research, calculates sample saturation, and synthesizes observations into cross-participant insights while filtering out anecdotes.

Tags

Updated: 2026-09-23

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Design method-matched research plans
  • Calculate sample saturation guidance
  • Synthesize observations into verified insights
  • Flag single-source observations as anecdotes
  • Configure research ops default settings

Inputs

  • Research goal and product stage
  • Coded observations data
  • Participant segment counts
  • Research ops configuration settings

Outputs

  • Research plan skeleton
  • Sample saturation guidance with confidence
  • Categorized insights and flagged anecdotes
  • JSON configuration files

Requirements

  • Python 3 standard library

Source

  • Spec: SKILL.md
research-ops
product-research
ux-research
jtbd
usability
saturation
insight-synthesis
research-repository
Design method-matched research plans
Calculate sample saturation guidance
Synthesize observations into verified insights
Flag single-source observations as anecdotes
Research goal and product stage
Coded observations data
Participant segment counts
Research plan skeleton
Sample saturation guidance with confidence
Categorized insights and flagged anecdotes