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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: \"1.1.1\"\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. 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data","events","pull","read-only","basic","health",{"skillNo":263,"name":264,"nameZh":6,"description":265,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":266,"categories":267,"keywords":279,"publishedAt":43},"01M713TNCA0H80TDG9ZM1YR0RK","render-workflows","Sets up, develops, tests, and deploys Render Workflows. Covers first-time scaffolding (via CLI or manual), SDK installation (Python or TypeScript), task patterns (retries, subtasks, fan-out), local development, Dashboard deployment, and troubleshooting. Use when a user wants to set up Render Workflows for the first time, scaffold a workflow service, add or modify workflow tasks, test workflows locally, or deploy workflows to Render.","https:\u002F\u002Fgithub.com\u002Filderaj\u002Fagent-plugin-marketplace\u002Fblob\u002Fmain\u002Fplugins\u002Fcodex--render\u002Fskills\u002Frender-workflows\u002FSKILL.md",[268,271,274],{"categoryNo":269,"categoryName":270,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000011","运维与部署",{"categoryNo":272,"categoryName":273,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000013","分析与可视化",{"categoryNo":275,"categoryName":276,"taxonomyType":277,"taxonomyTypeDesc":278},"01JBSEEDCAT000000000000033","数据分析师","PROFESSION","适用职业",[280,281,282,283,284,285,39,286,287,288,289,290,291,292,293,294,32,28,295,296],"render workflows","render","workflows","SET","local development","development","scaffolding","deployment","time","manual","up","python","local","tests","retries","workflow","tasks",{"skillNo":298,"name":299,"nameZh":6,"description":300,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":301,"categories":302,"keywords":306,"publishedAt":43},"01M713TJ4WWJN4D7BNFPQMV39C","render-monitor","Monitor Render services in real-time. Check health, performance metrics, logs, and resource usage. Use when users want to check service status, view metrics, monitor performance, or verify deployments are healthy.","https:\u002F\u002Fgithub.com\u002Filderaj\u002Fagent-plugin-marketplace\u002Fblob\u002Fmain\u002Fplugins\u002Fcodex--render\u002Fskills\u002Frender-monitor\u002FSKILL.md",[303],{"categoryNo":304,"categoryName":305,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000023","Skill与智能体开发",[281,307,308,37,288,309,310,28,311,312,313,314,315,316,317,318,319,320,32,321],"render monitor","monitor","render mcp","MCP","logs","monitoring","cli","status","Tools","metrics","usage","view","real-time","deployments","healthy",{"skillNo":323,"name":324,"nameZh":6,"description":325,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":326,"categories":327,"keywords":329,"publishedAt":43},"01M713TDTYVHWYS06Y9QJ1QYE0","render-migrate-from-heroku","Migrate from Heroku to Render by reading local project files and generating equivalent Render services. Triggers: any mention of migrating from Heroku, moving off Heroku, Heroku to Render migration, or switching from Heroku. Reads Procfile, dependency files, and app config from the local repo. Optionally uses Heroku MCP to enrich with live config vars, add-on details, and dyno sizes. Uses Render MCP or Blueprint YAML to create services.","https:\u002F\u002Fgithub.com\u002Filderaj\u002Fagent-plugin-marketplace\u002Fblob\u002Fmain\u002Fplugins\u002Fcodex--render\u002Fskills\u002Frender-migrate-from-heroku\u002FSKILL.md",[328],{"categoryNo":304,"categoryName":305,"taxonomyType":20,"taxonomyTypeDesc":21},[281,330,331,332,333,334,335,336,309,292,337,310,338,339,340,341,342,343,344,345],"migrate","heroku","render migrate from heroku","app","creation","enrich","project","files","switching","Blueprint","mcp server","create","server","verification","dependency","config",{"skillNo":347,"name":348,"nameZh":6,"description":349,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":350,"categories":351,"keywords":354,"publishedAt":43},"01M713T9G9YG0Q9BZTGV6GXQ0A","render-deploy","Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their application on Render's cloud platform.","https:\u002F\u002Fgithub.com\u002Filderaj\u002Fagent-plugin-marketplace\u002Fblob\u002Fmain\u002Fplugins\u002Fcodex--render\u002Fskills\u002Frender-deploy\u002FSKILL.md",[352,353],{"categoryNo":269,"categoryName":270,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":304,"categoryName":305,"taxonomyType":20,"taxonomyTypeDesc":21},[281,355,356,283,226,290,310,357,339,28,358,359,360,361,313,362,363,364,365,366],"render deploy","deploy","host","image","publish","bitbucket","dashboard","gitlab","repository","analyzing","git","live"]