data-synthesis
Installation
SKILL.md
Data Synthesis -- Research Intelligence
Skill pack for transforming raw research data into structured insights. Covers affinity mapping, thematic analysis, quantitative aggregation, triangulation, insight scoring, gap analysis, and integration with the Memoire research pipeline.
Core Loop
COLLECT RAW DATA --> ORGANIZE --> CODE --> THEME --> TRIANGULATE --> SCORE --> OUTPUT INSIGHTS
Every synthesis pass must produce actionable insights, not summaries. An insight is a non-obvious finding that changes a design decision.
Affinity Mapping Methodology
What It Is
A bottom-up clustering technique. Individual observations (sticky notes, quotes, data points) are grouped by natural similarity until themes emerge.