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Build and extend the search system. Use when adding search routes, indexing, ranking, filters, or search analytics.
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Baseado na classificação ocupacional SOC
| name | search-builder |
| description | Build and extend the search system. Use when adding search routes, indexing, ranking, filters, or search analytics. |
| category | build |
| step | 9 |
| version | v1.0 |
| inputs | ["user request","existing backend/app/search/ structure","database/schemas/search.sql","api/contracts/search.json"] |
| outputs | ["Search routes (backend/app/search/routes.py)","Search services (backend/app/search/services.py)","Search indexing (backend/app/search/indexing.py)","Search ranking (backend/app/search/ranking.py)","Frontend search components"] |
Build and extend the search and discovery system for DZIRE_v1.
backend/app/search/
├── models.py — SearchIndex, SearchQueryLog ORM models
├── schemas.py — Pydantic request/response schemas
├── routes.py — FastAPI route handlers
├── services.py — Business logic
├── indexing.py — Index population and refresh
└── ranking.py — Weighted ranking score computation
score = title_match*3 + tag_match*2 + category_match*1.5 + recency + popularity + seo_score + personalization
model_validate() for ORM → schema conversionbackend/app/main.py under # Step 9 routersdocs/search.md for full documentationBuild and extend the personalization system. Use when adding behavior tracking, user preferences, personalized feeds, or privacy controls.
Build and extend the recommendation engine. Use when adding related posts, trending, personalized feeds, or saved posts.
Seo Keyword Research capability
Affiliate click and conversion tracking skill for DZIRE_v1. Records clicks, attributes conversions via session/click ID, and manages payout records.
Stripe payment integration skill for DZIRE_v1. Handles Checkout sessions, webhook verification, customer management, and payment security.
Revenue analytics and MRR/ARR reporting skill for DZIRE_v1. Aggregates subscription, affiliate, and sponsor revenue into summary metrics.