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Load this skill BEFORE writing or changing anything that lives in a Postgres database: creating or altering tables and columns (including choosing column types), schema design, migrations and declarative schema files, RLS policies and the tests that verify them, indexes, triggers, database functions, queues and scheduled jobs (pg_cron, pgmq), vector\u002Fsemantic search (pgvector), and restoring dumps (pg_restore) or importing data. Also load it when diagnosing slow queries, high CPU, timeouts, EXPLAIN plans, connection exhaustion, locking, bloat, or rows visible to the wrong user or tenant. This is not just a performance guide — schema, migration, security, and SQL authoring tasks need these rules too, even for a one-column change or a single query.","Henrique1601\u002FSkiilsToIAs","Henrique1601","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F92006691?v=4","01M7CRXVT0GVXVK80JT1GR687S","Henrique Bezerra Dos Santos","01M7CRXVTN5Y8TMWJ1MDSKCQ1T",0,"MIT","https:\u002F\u002Fgithub.com\u002FHenrique1601\u002FSkiilsToIAs\u002Fblob\u002Fmain\u002Fbackend-database\u002Fsupabase-postgres-best-practices\u002FSKILL.md",[],[],"2026-11-15 14:19:17",false,"---\nname: supabase-postgres-best-practices\ndescription: \"Postgres best practices maintained by Supabase, for Postgres running anywhere. Load this skill BEFORE writing or changing anything that lives in a Postgres database: creating or altering tables and columns (including choosing column types), schema design, migrations and declarative schema files, RLS policies and the tests that verify them, indexes, triggers, database functions, queues and scheduled jobs (pg_cron, pgmq), vector\u002Fsemantic search (pgvector), and restoring dumps (pg_restore) or importing data. Also load it when diagnosing slow queries, high CPU, timeouts, EXPLAIN plans, connection exhaustion, locking, bloat, or rows visible to the wrong user or tenant. This is not just a performance guide — schema, migration, security, and SQL authoring tasks need these rules too, even for a one-column change or a single query.\"\nlicense: MIT\nmetadata:\n  author: supabase\n  version: \"1.1.1\"\n  organization: Supabase\n  date: January 2026\n  abstract: Comprehensive Postgres performance optimization guide for developers using Supabase and Postgres. Contains performance rules across 8 categories, prioritized by impact from critical (query performance, connection management) to incremental (advanced features). Each rule includes detailed explanations, incorrect vs. correct SQL examples, query plan analysis, and specific performance metrics to guide automated optimization and code generation.\n---\n\n# Supabase Postgres Best Practices\n\nComprehensive performance optimization guide for Postgres, maintained by Supabase. Contains rules across 8 categories, prioritized by impact to guide automated query optimization and schema design.\n\n## When to Apply\n\nReference these guidelines when:\n- Writing SQL queries or designing schemas\n- Implementing indexes or query optimization\n- Reviewing database performance issues\n- Configuring connection pooling or scaling\n- Optimizing for Postgres-specific features\n- Working with Row-Level Security (RLS)\n\n## Rule Categories by Priority\n\n| Priority | Category | Impact | Prefix |\n|----------|----------|--------|--------|\n| 1 | Query Performance | CRITICAL | `query-` |\n| 2 | Connection Management | CRITICAL | `conn-` |\n| 3 | Security & RLS | CRITICAL | `security-` |\n| 4 | Schema Design | HIGH | `schema-` |\n| 5 | Concurrency & Locking | MEDIUM-HIGH | `lock-` |\n| 6 | Data Access Patterns | MEDIUM | `data-` |\n| 7 | Monitoring & Diagnostics | LOW-MEDIUM | `monitor-` |\n| 8 | Advanced Features | LOW | `advanced-` |\n\n## How to Use\n\nRead individual rule files for detailed explanations and SQL examples:\n\n```\nreferences\u002Fquery-missing-indexes.md\nreferences\u002Fquery-partial-indexes.md\nreferences\u002F_sections.md\n```\n\nEach rule file contains:\n- Brief explanation of why it matters\n- Incorrect SQL example with explanation\n- Correct SQL example with explanation\n- Optional EXPLAIN output or metrics\n- Additional context and references\n- Supabase-specific notes (when applicable)\n\n## References\n\n- https:\u002F\u002Fwww.postgresql.org\u002Fdocs\u002Fcurrent\u002F\n- https:\u002F\u002Fsupabase.com\u002Fdocs\n- https:\u002F\u002Fwiki.postgresql.org\u002Fwiki\u002FPerformance_Optimization\n- https:\u002F\u002Fsupabase.com\u002Fdocs\u002Fguides\u002Fdatabase\u002Foverview\n- https:\u002F\u002Fsupabase.com\u002Fdocs\u002Fguides\u002Fauth\u002Frow-level-security\n","# Supabase Postgres Best Practices\n\nComprehensive performance optimization guide for Postgres, maintained by Supabase. Contains rules across 8 categories, prioritized by impact to guide automated query optimization and schema design.\n\n## When to Apply\n\nReference these guidelines when:\n- Writing SQL queries or designing schemas\n- Implementing indexes or query optimization\n- Reviewing database performance issues\n- Configuring connection pooling or scaling\n- Optimizing for Postgres-specific features\n- Working with Row-Level Security (RLS)\n\n## Rule Categories by Priority\n\n| Priority | Category | Impact | Prefix |\n|----------|----------|--------|--------|\n| 1 | Query Performance | CRITICAL | `query-` |\n| 2 | Connection Management | CRITICAL | `conn-` |\n| 3 | Security & RLS | CRITICAL | `security-` |\n| 4 | Schema Design | HIGH | `schema-` |\n| 5 | Concurrency & Locking | MEDIUM-HIGH | `lock-` |\n| 6 | Data Access Patterns | MEDIUM | `data-` |\n| 7 | Monitoring & Diagnostics | LOW-MEDIUM | `monitor-` |\n| 8 | Advanced Features | LOW | `advanced-` |\n\n## How to Use\n\nRead individual rule files for detailed explanations and SQL examples:\n\n```\nreferences\u002Fquery-missing-indexes.md\nreferences\u002Fquery-partial-indexes.md\nreferences\u002F_sections.md\n```\n\nEach rule file contains:\n- Brief explanation of why it matters\n- Incorrect SQL example with explanation\n- Correct SQL example with explanation\n- Optional EXPLAIN output or metrics\n- Additional context and references\n- Supabase-specific notes (when applicable)\n\n## References\n\n- https:\u002F\u002Fwww.postgresql.org\u002Fdocs\u002Fcurrent\u002F\n- https:\u002F\u002Fsupabase.com\u002Fdocs\n- https:\u002F\u002Fwiki.postgresql.org\u002Fwiki\u002FPerformance_Optimization\n- https:\u002F\u002Fsupabase.com\u002Fdocs\u002Fguides\u002Fdatabase\u002Foverview\n- https:\u002F\u002Fsupabase.com\u002Fdocs\u002Fguides\u002Fauth\u002Frow-level-security\n",{"name":5,"license":15,"metadata":24,"description":7},{"date":25,"author":26,"version":27,"abstract":28,"organization":29},"January 2026","supabase","1.1.1","Comprehensive Postgres performance optimization guide for developers using Supabase and Postgres. 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Especialista em design e implementação de pipelines de Retrieval-Augmented Generation de alta fidelidade: chunking semântico, modelagem pgvector no PostgreSQL (Neon\u002FSupabase), busca híbrida (cosseno + BM25), reranking, validação via TypeSafe AI e filosofia Ponytail (anti-overengineering).","https:\u002F\u002Fgithub.com\u002FHenrique1601\u002FSkiilsToIAs\u002Fblob\u002Fmain\u002Fcustom-agents\u002Frag-architect-agent\u002FSKILL.md",[],[],{"skillNo":202,"name":203,"nameZh":6,"description":204,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":205,"categories":206,"keywords":207,"publishedAt":19},"01M7E29KKF8R02ZRGYE2MJM67G","rag-architecture-patterns","Padrões arquiteturais e implementação de pipelines RAG (Retrieval-Augmented Generation) de alta fidelidade para qualquer projeto ou sistema. Cobre chunking semântico, embeddings, busca híbrida (pgvector + BM25), reranking, validação via TypeSafe AI e filosofia Ponytail (anti-overengineering).","https:\u002F\u002Fgithub.com\u002FHenrique1601\u002FSkiilsToIAs\u002Fblob\u002Fmain\u002Fai-agents\u002Frag-architecture-patterns\u002FSKILL.md",[],[],{"skillNo":209,"name":210,"nameZh":6,"description":211,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":212,"licenseFileUrl":6,"sourceHtmlUrl":213,"categories":214,"keywords":215,"publishedAt":19},"01M7CWRA8E3BJ7CPY8N8EG28J1","skill-repair","Use this to fix and re-install agent skills that have failed installation.\nThis skill provides the necessary context and permissions to surgically update\nthe `manifest.json` after a fix has been applied.","Apache-2.0","https:\u002F\u002Fgithub.com\u002FHenrique1601\u002FSkiilsToIAs\u002Fblob\u002Fmain\u002Futilities\u002Fskill-repair\u002FSKILL.md",[],[],{"skillNo":217,"name":218,"nameZh":6,"description":219,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":220,"categories":221,"keywords":222,"publishedAt":19},"01M7CWR66FZP8FA47WVZ4Z2EXC","security-scan","Scan your Claude Code configuration (.claude\u002F directory) for security vulnerabilities, misconfigurations, and injection risks using AgentShield. Checks CLAUDE.md, settings.json, MCP servers, hooks, and agent definitions.","https:\u002F\u002Fgithub.com\u002FHenrique1601\u002FSkiilsToIAs\u002Fblob\u002Fmain\u002Futilities\u002Fsecurity-scan\u002FSKILL.md",[],[],{"skillNo":224,"name":225,"nameZh":6,"description":226,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":227,"categories":228,"keywords":229,"publishedAt":19},"01M7CWR0QPY58QPTR1P759TFNG","security-review","Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment\u002Fsensitive features. Provides comprehensive security checklist and patterns.","https:\u002F\u002Fgithub.com\u002FHenrique1601\u002FSkiilsToIAs\u002Fblob\u002Fmain\u002Futilities\u002Fsecurity-review\u002FSKILL.md",[],[],{"skillNo":231,"name":232,"nameZh":6,"description":233,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":234,"categories":235,"keywords":236,"publishedAt":19},"01M7CWQXCE40XWT4FZ3VWZFGDP","security-bounty-hunter","Hunt for exploitable, bounty-worthy security issues in repositories. Focuses on remotely reachable vulnerabilities that qualify for real reports instead of noisy local-only findings.","https:\u002F\u002Fgithub.com\u002FHenrique1601\u002FSkiilsToIAs\u002Fblob\u002Fmain\u002Futilities\u002Fsecurity-bounty-hunter\u002FSKILL.md",[],[]]