commerce_recall
Read-only
Retrieve past commerce feedback with quality scores to inform product recommendations, brand compliance, sizing, pricing, and regulatory decisions.
Instructions
Recall past feedback filtered by commerce categories (product_recommendation, brand_compliance, sizing, pricing, regulatory). Returns quality scores alongside memories for agentic commerce agents.
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes | Product or brand context to find relevant past feedback | |
| categories | No | Commerce categories to filter (default: all commerce categories) | |
| limit | No | Max memories to return (default 5) |
Implementation Reference
- adapters/mcp/server-stdio.js:257-280 (handler)The function that implements the logic for 'commerce_recall', aggregating quality scores based on commerce feedback.
function buildCommerceRecallResponse(args = {}) { const requestedCategories = Array.isArray(args.categories) && args.categories.length > 0 ? args.categories : COMMERCE_CATEGORIES; const modelPath = path.join(SAFE_DATA_DIR, 'feedback_model.json'); const reliability = getReliability(loadModel(modelPath)); const lines = ['## Commerce Quality Scores', '']; for (const category of requestedCategories) { const stats = reliability[category]; if (!stats) continue; const successRate = typeof stats.success_rate === 'number' ? `${(stats.success_rate * 100).toFixed(1)}%` : 'n/a'; lines.push(`- ${category}: ${successRate} success rate over ${stats.total || 0} samples`); } if (lines.length === 2) { lines.push('- No commerce quality scores recorded yet.'); } lines.push(''); lines.push(`Query: ${args.query || ''}`); return toTextResult(lines.join('\n')); - scripts/tool-registry.js:425-437 (schema)The tool registration and schema definition for 'commerce_recall'.
readOnlyTool({ name: 'commerce_recall', description: 'Recall past feedback filtered by commerce categories (product_recommendation, brand_compliance, sizing, pricing, regulatory). Returns quality scores alongside memories for agentic commerce agents.', inputSchema: { type: 'object', required: ['query'], properties: { query: { type: 'string', description: 'Product or brand context to find relevant past feedback' }, categories: { type: 'array', items: { type: 'string' }, description: 'Commerce categories to filter (default: all commerce categories)' }, limit: { type: 'number', description: 'Max memories to return (default 5)' }, }, }, }), - adapters/mcp/server-stdio.js:426-427 (handler)The switch-case handler that calls the implementation function when the 'commerce_recall' tool is invoked.
case 'commerce_recall': return buildCommerceRecallResponse(args);