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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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Run the complete workflow only for explicit codebase audit or pen-test requests, full\u002Fcomprehensive\u002Fend-to-end reviews, or requested report artifacts.","https:\u002F\u002Fgithub.com\u002FTrollz1004\u002FANTIGRAVITY\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fsecurity-audit\u002FLICENSE","https:\u002F\u002Fgithub.com\u002FTrollz1004\u002FANTIGRAVITY\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fsecurity-audit\u002FSKILL.md",[],[235,236,237,238,239,240,241,242,243,244,245,246,247,248,249,250,251,252,253,40],"security audit","audit","security","reviews","end","only","workflow","vulnerability","review","libraries","cli","run","Tools","full","for","complete","security guidance","codebase audit","tests",{"skillNo":255,"name":256,"nameZh":6,"description":257,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":258,"licenseFileUrl":259,"sourceHtmlUrl":260,"categories":261,"keywords":273,"publishedAt":52},"01M6M5B16Q534MKFHKBHRZ2773","impeccable","Use when the user wants to design, redesign, shape, critique, audit, polish, simplify, harden, animate, or otherwise improve a frontend interface: websites, landing pages, dashboards, product UI, components, forms, settings, onboarding, empty states, and native iOS or Android screens. Handles UX review, hierarchy, layout, typography, color, motion, UX copy, accessibility, responsive behavior, edge cases, and capturing or documenting design systems (DESIGN.md, tokens). Also for making bland UI bolder, loud UI quieter, or ambitious visual effects. Not for backend-only or non-UI tasks.","Apache-2.0","https:\u002F\u002Fgithub.com\u002FTrollz1004\u002FANTIGRAVITY\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fimpeccable\u002FLICENSE","https:\u002F\u002Fgithub.com\u002FTrollz1004\u002FANTIGRAVITY\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fimpeccable\u002FSKILL.md",[262,265,268],{"categoryNo":263,"categoryName":264,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000009","前端开发",{"categoryNo":266,"categoryName":267,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000015","视觉设计",{"categoryNo":269,"categoryName":270,"taxonomyType":271,"taxonomyTypeDesc":272},"01JBSEEDCAT000000000000032","设计师","PROFESSION","适用职业",[256,274,275,276,277,278,279,280,240,281,282,283,284,285,243,286,287,288,289,290,31],"ux copy","states","quieter","frontend","improve","design","interface","design systems","effects","simplify","tasks","components","hierarchy","critique","native","product","layout",{"skillNo":292,"name":293,"nameZh":6,"description":294,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":295,"sourceHtmlUrl":296,"categories":297,"keywords":302,"publishedAt":52},"01M6M5AHHV2NPZYVMW48HP7A6H","hallmark","Design skill for websites and new pages that look designed, not generated. Use when the user asks to build or design something new, or names Hallmark. Never use it on an existing design unless the user names Hallmark, as in `\u002Fhallmark redesign \u003Cpath>`.","https:\u002F\u002Fgithub.com\u002FTrollz1004\u002FANTIGRAVITY\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fhallmark\u002FLICENSE","https:\u002F\u002Fgithub.com\u002FTrollz1004\u002FANTIGRAVITY\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fhallmark\u002FSKILL.md",[298,299],{"categoryNo":266,"categoryName":267,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":300,"categoryName":301,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",[293,303,304,249,305,306,279,307,40,308,309,310,236,311,312,313,314,315,316,31],"as","never","true","pages","generated","Existing","prompt","build","redesign","look","it","user","path","new",{"skillNo":318,"name":319,"nameZh":6,"description":320,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":258,"licenseFileUrl":321,"sourceHtmlUrl":322,"categories":323,"keywords":328,"publishedAt":52},"01M6CQDXJ785JCD5PMKYD239ZZ","webapp-testing","Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.","https:\u002F\u002Fgithub.com\u002FTrollz1004\u002FANTIGRAVITY\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fwebapp-testing\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FTrollz1004\u002FANTIGRAVITY\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fwebapp-testing\u002FSKILL.md",[324,327],{"categoryNo":325,"categoryName":326,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",{"categoryNo":263,"categoryName":264,"taxonomyType":21,"taxonomyTypeDesc":22},[329,330,331,332,277,333,334,335,336,337,338,339,340,341,249,342,343],"webapp","testing","webapp testing","applications","debugging","toolkit","logs","browser","playwright","web","behavior","ui","screenshots","local","with",{"skillNo":345,"name":346,"nameZh":6,"description":347,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":348,"sourceHtmlUrl":349,"categories":350,"keywords":351,"publishedAt":52},"01M6CQ5HBDE9Q5WJZXQ7G72MYD","appinsights-instrumentation","Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. USE FOR: how to instrument app, App Insights SDK, telemetry patterns, what is App Insights, Application Insights guidance, instrumentation examples, APM best practices. DO NOT USE FOR: adding App Insights to my app (use azure-prepare), add telemetry to my project (use azure-prepare), add monitoring (use azure-prepare). This skill provides guidance—azure-prepare orchestrates component changes.","https:\u002F\u002Fgithub.com\u002FTrollz1004\u002FANTIGRAVITY\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fappinsights-instrumentation\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FTrollz1004\u002FANTIGRAVITY\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fappinsights-instrumentation\u002FSKILL.md",[],[352,353,354,355,356,40,357,358,359,360,361,362,363,364,365,366,367,368,369,249],"appinsights instrumentation","instrumentation","do","azure","telemetry","monitoring","references","component","how","patterns","apm","sdk setup","app","project","insights","how to","my","add",{"skillNo":371,"name":372,"nameZh":6,"description":373,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":374,"categories":375,"keywords":389,"publishedAt":52},"01M6CQNQ5FNDP6K32RKXQ9X157","youtube-automation","YouTube automation: upload, SEO, thumbnails, scheduling, analytics.","https:\u002F\u002Fgithub.com\u002FTrollz1004\u002FANTIGRAVITY\u002Fblob\u002Fmain\u002Fops\u002Fskills\u002Fyoutube-automation\u002FSKILL.md",[376,379,382,383,386],{"categoryNo":377,"categoryName":378,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000013","分析与可视化",{"categoryNo":380,"categoryName":381,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000019","营销推广",{"categoryNo":300,"categoryName":301,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":384,"categoryName":385,"taxonomyType":271,"taxonomyTypeDesc":272},"01JBSEEDCAT000000000000033","数据分析师",{"categoryNo":387,"categoryName":388,"taxonomyType":271,"taxonomyTypeDesc":272},"01JBSEEDCAT000000000000035","市场营销",[390,391,392,393,394,395,396,397,398,399,400,401,402,403],"automation","youtube","youtube automation","windows","seo","linux","scheduling","thumbnails","hermes","analytics","hermes agent","content","macos","upload"]