get_research
Load user research from local files to ground design decisions in actual user data. Returns observations, findings, personas, and quantitative metrics for design validation.
Instructions
Load and return the project's user research V2 store — observations, findings, personas, themes, quantitative metrics, and quality metadata.
Prerequisites: None — reads from the local .memoire/research/ directory. Research data is populated by running memi research from-file, memi research from-stickies, memi research from-transcript, memi research web, or memi research synthesize. Returns an empty V2 store if no research has been imported yet.
Returns on success: Research store object with shape { version, sources, observations, findings, themes, personas, quantitativeMetrics, opportunities, risks, contradictions, quality, summary, methods }. Findings include auditable evidence links via evidenceObservationIds and evidenceSourceIds. Themes reference findingIds[].
Error behavior: Never throws — loads gracefully and returns an empty store if files are missing.
Use this tool: before running compose with a research-driven intent (e.g. "generate a dashboard based on user research"), to inspect what research context is available, or to verify that a research import or synthesis succeeded. Combine with compose to ground design decisions in actual user data.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||