planifest UX Research Synthesis
Overview
Use this skill to transform fragmented research inputs into coherent and prioritized product/design direction.
Scope Boundaries
- Multiple research sources exist but implications are unclear or conflicting.
- Teams need to prioritize design actions using evidence, not intuition.
- Product or design planning requires confidence-weighted insight summaries.
Templates And Assets
- Synthesis mapping template:
assets/ux-synthesis-mapping-template.md
Inputs To Gather
- Research transcripts, usability findings, analytics, and support signals.
- Product goals, current hypotheses, and design constraints.
- Segment definitions and sampling limitations.
Deliverables
- Insight clusters with evidence links and confidence level.
- Prioritized design implications with expected user impact.
- Open questions and follow-up research recommendations.
Workflow
- Normalize incoming evidence and remove duplicate observations.
- Cluster findings by user goal, failure pattern, and context.
- Separate facts, interpretations, and assumptions.
- Resolve contradictions by checking source quality and representativeness.
- Rank implications by severity, frequency, and strategic impact.
- Publish synthesis with confidence, limitations, and recommended actions.
Quality Standard
- Each implication is linked to evidence and confidence level.
- Contradictions are documented with explicit uncertainty.
- Prioritization logic is transparent and repeatable.
- Output is actionable for design and product planning.
Failure Conditions
- Stop when evidence traceability is missing.
- Stop when confidence cannot be estimated due to weak data quality.
- Escalate when synthesis results conflict with critical business constraints.