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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.\"\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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any codebase as a senior advisor and produce prioritized handoff artifacts for OTHER models\u002Fagents to execute — OpenSpec change packages (when capability specs exist) or legacy implementation plans. Strictly read-only on source code — never implements, fixes, or refactors anything itself. Use when asked to audit a codebase, find improvement opportunities (bugs, security, performance, test coverage, tech debt, migrations, DX), suggest features or where to take the project next (roadmap, product direction), or generate handoff plans for another agent to implement.","https:\u002F\u002Fgithub.com\u002Ffernando-delosrios-sp\u002Fsailpoint-utils\u002Fblob\u002Fmain\u002FSaaS Connectivity\u002Fsaas-custom-operations\u002F.agents\u002Fskills\u002Fimprove\u002FSKILL.md",[230],{"categoryNo":231,"categoryName":232,"taxonomyType":26,"taxonomyTypeDesc":27},"01JBSEEDCAT000000000000031","产品经理",[226,49,234,235,236,237,238,239,240,241,242,243,244,245,246,247,248,249,250,251,35,252],"change","packages","generate","code","product","audit","read","coverage","survey","never","only","roadmap","test coverage","advisor","next","project next","project","direction","senior",{"skillNo":254,"name":255,"nameZh":6,"description":256,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":257,"categories":258,"keywords":259,"publishedAt":51},"01M6HTQPT3X8BGVH12ZH6M5M7K","git-commit","Session-scoped git commit with conventional message analysis and staging. Use when user asks to commit changes, create a git commit, or mentions \"\u002Fcommit\". Commits only this session's work — never picks up changes from concurrent sessions on the same branch. Asks for scope clarification when session work is empty or ambiguous. Private-data gate on staged diff before commit.","https:\u002F\u002Fgithub.com\u002Ffernando-delosrios-sp\u002Fsailpoint-utils\u002Fblob\u002Fmain\u002FSaaS Connectivity\u002Fsaas-custom-operations\u002F.agents\u002Fskills\u002Fgit-commit\u002FSKILL.md",[],[260,261,262,263,264,45,265,266,267,268,269,270,271,243,244,272,273,274,275,276,277,35],"commit","git commit","git","sessions","create","commits","Bash","work","branch","session","use","diff","up","commit changes","scope","with","for","scoped",{"skillNo":279,"name":226,"nameZh":6,"description":227,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":280,"categories":281,"keywords":283,"publishedAt":51},"01M6HTMD3DRB8NW73B8YJ2VSKP","https:\u002F\u002Fgithub.com\u002Ffernando-delosrios-sp\u002Fsailpoint-utils\u002Fblob\u002Fmain\u002FEntro\u002Fentro-connect\u002F.agents\u002Fskills\u002Fimprove\u002FSKILL.md",[282],{"categoryNo":231,"categoryName":232,"taxonomyType":26,"taxonomyTypeDesc":27},[226,49,234,235,236,237,238,239,240,241,242,243,244,245,246,247,248,249,250,251,35,252],{"skillNo":285,"name":255,"nameZh":6,"description":256,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":286,"categories":287,"keywords":288,"publishedAt":51},"01M6HTKJXAHSBMXRYN1XX6ZDAA","https:\u002F\u002Fgithub.com\u002Ffernando-delosrios-sp\u002Fsailpoint-utils\u002Fblob\u002Fmain\u002FEntro\u002Fentro-connect\u002F.agents\u002Fskills\u002Fgit-commit\u002FSKILL.md",[],[260,261,262,263,264,45,265,266,267,268,269,270,271,243,244,272,273,274,275,276,277,35],{"skillNo":290,"name":226,"nameZh":6,"description":291,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":292,"categories":293,"keywords":294,"publishedAt":51},"01M6HTEDKPTB22G2555VS3A592","Read-only codebase survey producing executor-ready handoff artifacts.","https:\u002F\u002Fgithub.com\u002Ffernando-delosrios-sp\u002Fsailpoint-utils\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fimprove\u002FSKILL.md",[],[226,295,296,297,240,242,244,298,299,300,301,302],"handoff","artifacts","shadcn","ready","executor","read-only","true","codebase",{"skillNo":304,"name":255,"nameZh":6,"description":305,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":306,"categories":307,"keywords":308,"publishedAt":51},"01M6HTDM4W1XDRD8D9KBR99NKA","Session-scoped git commit with conventional message analysis.","https:\u002F\u002Fgithub.com\u002Ffernando-delosrios-sp\u002Fsailpoint-utils\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fgit-commit\u002FSKILL.md",[],[260,261,262,45,266,269,309,275,277],"message"]