research
customer-persona-panels
Builds synthetic customer persona panels and runs lightweight concept or message tests in the current agent environment.
Run lightweight synthetic audience research inside the vault. This version is interactive first: the model does the persona generation and persona-by-persona response work directly in the current agent runtime. `uv` scripts are used only for deterministic helpers such as validation, analysis, and routing saved outputs.
What it needs
- request — Market, audience, or buying context to model.
- output_scope — Whether the panel is temporary, company-internal, or client-specific.
- client_id — Required when output_scope is client.
- question — The exact research question for the panel.
- panel_dir — Existing panel folder containing manifest.json and persona JSON files.
- output_scope — Whether the study output is temporary, company-internal, or client-specific.
- concepts — The concepts, messages, offers, or feature bundles to compare.
- panel_dir — Existing panel folder when reusing a panel.
What you get
- Folder containing manifest.json and persona files, or equivalent company/client path.
- Folder containing results.json, summary.json, results.csv, report.md, and optional charts.
- prefer a permanent directory)
Ask it like this
- customer persona panel
- concept
- message test
- offer test
- audience reaction analysis.