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postgres-patterns
PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices.
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PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices.
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.
Orchestrate building a brand-new feature end to end — research, plan, TDD implementation, review, and gated commit — by delegating each phase to the matching ECC agent. Use when adding a capability that does not exist yet.
Orchestrate bootstrapping a working MVP from a design or spec document — ingest the doc, plan thin vertical slices, scaffold the first end-to-end slice, then TDD-implement, review, and gated commit. Use to turn an SDD/PRD into a running starting point.
Orchestrate altering an existing, working feature to new desired behavior — update its tests to the new spec, change the implementation to match, review, and gated commit. Use when behavior is not broken but should be different.
Orchestrate fixing a bug — reproduce it as a failing regression test, fix to green, review, and gated commit — by delegating each phase to the matching ECC agent. Use when existing behavior is broken or wrong.
Shared orchestration engine for the orch-* skill family. Defines the gated Research-Plan-TDD-Review-Commit pipeline, the size classifier, the agent map, and the two human gates that the orch-* operation skills delegate to. Not usually invoked directly.
| name | postgres-patterns |
| description | PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices. |
PostgreSQLベストプラクティスのクイックリファレンス。詳細なガイダンスについては、database-reviewer エージェントを使用してください。
| クエリパターン | インデックスタイプ | 例 |
|---|---|---|
WHERE col = value | B-tree(デフォルト) | CREATE INDEX idx ON t (col) |
WHERE col > value | B-tree | CREATE INDEX idx ON t (col) |
WHERE a = x AND b > y | 複合 | CREATE INDEX idx ON t (a, b) |
WHERE jsonb @> '{}' | GIN | CREATE INDEX idx ON t USING gin (col) |
WHERE tsv @@ query | GIN | CREATE INDEX idx ON t USING gin (col) |
| 時系列範囲 | BRIN | CREATE INDEX idx ON t USING brin (col) |
| 用途 | 正しいタイプ | 避けるべき |
|---|---|---|
| ID | bigint | int、ランダムUUID |
| 文字列 | text | varchar(255) |
| タイムスタンプ | timestamptz | timestamp |
| 金額 | numeric(10,2) | float |
| フラグ | boolean | varchar、int |
複合インデックスの順序:
-- 等価列を最初に、次に範囲列
CREATE INDEX idx ON orders (status, created_at);
-- 次の場合に機能: WHERE status = 'pending' AND created_at > '2024-01-01'
カバリングインデックス:
CREATE INDEX idx ON users (email) INCLUDE (name, created_at);
-- SELECT email, name, created_at のテーブル検索を回避
部分インデックス:
CREATE INDEX idx ON users (email) WHERE deleted_at IS NULL;
-- より小さなインデックス、アクティブユーザーのみを含む
RLSポリシー(最適化):
CREATE POLICY policy ON orders
USING ((SELECT auth.uid()) = user_id); -- SELECTでラップ!
UPSERT:
INSERT INTO settings (user_id, key, value)
VALUES (123, 'theme', 'dark')
ON CONFLICT (user_id, key)
DO UPDATE SET value = EXCLUDED.value;
カーソルページネーション:
SELECT * FROM products WHERE id > $last_id ORDER BY id LIMIT 20;
-- O(1) vs OFFSET は O(n)
キュー処理:
UPDATE jobs SET status = 'processing'
WHERE id = (
SELECT id FROM jobs WHERE status = 'pending'
ORDER BY created_at LIMIT 1
FOR UPDATE SKIP LOCKED
) RETURNING *;
-- インデックスのない外部キーを検索
SELECT conrelid::regclass, a.attname
FROM pg_constraint c
JOIN pg_attribute a ON a.attrelid = c.conrelid AND a.attnum = ANY(c.conkey)
WHERE c.contype = 'f'
AND NOT EXISTS (
SELECT 1 FROM pg_index i
WHERE i.indrelid = c.conrelid AND a.attnum = ANY(i.indkey)
);
-- 低速クエリを検索
SELECT query, mean_exec_time, calls
FROM pg_stat_statements
WHERE mean_exec_time > 100
ORDER BY mean_exec_time DESC;
-- テーブル肥大化をチェック
SELECT relname, n_dead_tup, last_vacuum
FROM pg_stat_user_tables
WHERE n_dead_tup > 1000
ORDER BY n_dead_tup DESC;
-- 接続制限(RAMに応じて調整)
ALTER SYSTEM SET max_connections = 100;
ALTER SYSTEM SET work_mem = '8MB';
-- タイムアウト
ALTER SYSTEM SET idle_in_transaction_session_timeout = '30s';
ALTER SYSTEM SET statement_timeout = '30s';
-- モニタリング
CREATE EXTENSION IF NOT EXISTS pg_stat_statements;
-- セキュリティデフォルト
REVOKE ALL ON SCHEMA public FROM public;
SELECT pg_reload_conf();
database-reviewer - 完全なデータベースレビューワークフローclickhouse-io - ClickHouse分析パターンbackend-patterns - APIとバックエンドパターン[Supabase Agent Skills](Supabase Agent Skills (credit: Supabase team))(MITライセンス)に基づく