semillero-2-AI-ATS/.agents/plugins/recruitment-plugin/skills/db-skill/SKILL.md

name	description
db-skill	Guidelines for writing Supabase PostgreSQL vector and relational migrations.

Database Skill

This skill guides the design of relational database migrations and pgvector vector configurations.

Schema Migrations

1. Always enable the pgvector extension using CREATE EXTENSION IF NOT EXISTS vector;.
2. Define core entities using strict UUID primary keys:
   • recruiters (internal user management)
   • jobs (includes UUID, title text, requirements JSONB, and embedding vector(1536))
   • candidates (includes UUID, name, contact_info JSONB, and embedding vector(1536))
   • interviews (links jobs and candidates, tracks dates, stages, feedback)
   • scores (tracks standard evaluations with ai_score float and structured JSONB evaluation containing summary, classification, suggestions, riskLevel keys)
3. Enforce schema keys on scores table evaluation column via check constraints.

Similarity search SQL Function

Write RPC math function match_candidates computing cosine distance using <=> operator, formulated exactly as 1 - (candidate.embedding <=> query_embedding) to return normalized scores.