---
name: screenpipe-research-synthesis
description: "Synthesize repeated themes from selected research conversations or notes."
---

# research synthesis

Confirm the source set and research question. Extract observations with source pointers before grouping them. A repeated claim in one conversation is one source, not multiple participants.
For each theme, state the supporting evidence, counterexamples, confidence, and practical implication. Separate observed behavior from preferences and hypotheses. Do not force consensus or invent prevalence.
Recommend a small next experiment with an observable success criterion. Use role labels in shareable output and avoid identifying quotes unless explicitly requested.