# Cellaria agent examples

## Claude through MCP

Use the MCP configuration in `cellaria-mcp-config.example.json`, then ask:

```text
Use Cellaria to evaluate the PVP position of Ribera premium in Madrid.
Return conclusion, evidence, effective sample, coverage, confidence, caveats,
and one action. Do not infer sell-out from presence.
```

## Codex through MCP

```text
Query Cellaria for catalog fit in Madrid, create a report-request draft,
and show the exact filters and privacy gates used. Do not execute a commercial
action or expose restaurant identity.
```

## Required response contract

Every agent response must preserve:

- `conclusion`
- `evidence`
- `sample_size`
- `coverage`
- `confidence`
- `caveats`
- `recommended_action`
- `lineage`

If the minimum sample or identity confidence is not met, return
`insufficient_evidence` or broaden the aggregate scope.