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Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.\nlicense: MIT\nmetadata:\n  author: supabase\n  version: \"1.1.0\"\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\u002Fschema-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\u002Fschema-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":14,"metadata":48,"description":7},{"date":49,"author":23,"version":50,"abstract":51,"organization":52},"January 2026","1.1.0","Comprehensive Postgres performance optimization guide for developers using Supabase and Postgres. 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Detects and fixes patterns including:\ninflated symbolism, promotional language, superficial -ing analyses, vague\nattributions, em dash overuse, rule of three, AI vocabulary words, passive\nvoice, negative parallelisms, and filler phrases.","https:\u002F\u002Fgithub.com\u002Fchriswestt\u002Fclaude-skills\u002Fblob\u002Fmain\u002Fhumanizer\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fchriswestt\u002Fclaude-skills\u002Fblob\u002Fmain\u002Fhumanizer\u002FSKILL.md",[258,261],{"categoryNo":259,"categoryName":260,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000018","写作与文案",{"categoryNo":262,"categoryName":263,"taxonomyType":264,"taxonomyTypeDesc":265},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[253,267,268,269,270,271,272,273,274,275,276,277,278,279,280,281,28,34,282,283],"make","three","guide","patterns","edit","write","read","wikipedia","human","em dash","opencode","text","vague","dash","code","generated","remove",{"skillNo":285,"name":286,"nameZh":6,"description":287,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":288,"sourceHtmlUrl":289,"categories":290,"keywords":294,"publishedAt":43},"01M71CJNPP2EZGKHC3M8K25TRX","gstack","Fast headless browser for QA testing and site dogfooding. Navigate pages, interact with\nelements, verify state, diff before\u002Fafter, take annotated screenshots, test responsive\nlayouts, forms, uploads, dialogs, and capture bug evidence. Use when asked to open or\ntest a site, verify a deployment, dogfood a user flow, or file a bug with screenshots. (gstack)","https:\u002F\u002Fgithub.com\u002Fchriswestt\u002Fclaude-skills\u002Fblob\u002Fmain\u002Fgstack\u002FLICENSE","https:\u002F\u002Fgithub.com\u002Fchriswestt\u002Fclaude-skills\u002Fblob\u002Fmain\u002Fgstack\u002FSKILL.md",[291],{"categoryNo":292,"categoryName":293,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000008","测试与质量",[286,295,296,297,298,299,32,300,39,301,302,303,304,305,306,273,307,308,309,310],"inspect","screenshot","state","uploads","file","deployment","browse","screenshots","responsive","take","forms","bug","URL","take a screenshot","open","testing",{"skillNo":312,"name":313,"nameZh":6,"description":314,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":315,"categories":316,"keywords":317,"publishedAt":43},"01M71CEXR8QQW8H87PGWJNZPN0","ads","Multi-platform paid advertising audit and optimization skill. Analyzes Google, Meta, YouTube, LinkedIn, TikTok, Microsoft, and Apple Ads. 250+ checks with scoring, parallel agents, industry templates, and AI creative generation.","https:\u002F\u002Fgithub.com\u002Fchriswestt\u002Fclaude-skills\u002Fblob\u002Fmain\u002Fads\u002FSKILL.md",[],[313,318,319,320,321,322,238,323,324,240,325,326,327,243,328,307,329,330,331,332],"DNA","competitor","platform","parallel","parallel agents","Budget","audit","youtube","plan","apple","scoring","Meta","tiktok","paid","paid advertising"]