mphaxise Research Synthesis
Use this skill when raw research, interviews, notes, surveys, articles, or source material need to become decision-ready insight.
This is a Praneet-specific hand-port enhancement. It deepens GBrain research workflows with design-research rigor, evidence confidence, and responsible interpretation.
Workflow
- Define the decision the research should inform.
- Inventory sources:
- user interviews
- usability notes
- surveys or analytics
- market sources
- academic or web research
- local brain pages
- Grade evidence:
- direct user evidence
- observed behavior
- self-report
- secondary research
- anecdote or hypothesis
- Check bias:
- sample bias
- missing users
- power dynamics
- selection effects
- recency and confirmation bias
- Synthesize:
- key insights
- supporting quotes or evidence
- confidence level
- implications
- what remains unknown
- Save durable outputs through
reports,article-enrichment,concept-synthesis, orcapture.
Guardrails
- Do not turn weak evidence into strong claims.
- Keep quotes traceable to sources and respect privacy.
- Separate participant voice from your interpretation.
- Call out when affected-user research is missing.