Run Vale RedHat rules against PR/MR changed files only, analyze output for false positives with 90%+ certainty, and create a PR to update vale-at-red-hat rules. Use this skill when asked to improve Vale rules, find false positives in a PR, or update the Vale at Red Hat style guide.
Manage Supabase database schema, migrations, RLS policies, and type generation for the Shopkeeper AI project. Use when user asks about database, schema, tables, migrations, RLS, row level security, types, or Supabase configuration. Also use when user says "database", "schema", "migration", "RLS", "types".
Perform database operations (CRUD) on Supabase tables using the REST API. Use for querying, inserting, updating, and deleting data in your Supabase database.
Subscribe to realtime changes in Supabase using WebSocket connections. Use for listening to database changes, presence tracking, and broadcast messaging.
Post-hoc Oracle operations - consult the Oracle on existing VernHole output or apply an Oracle vision to rewrite VTS tasks.
Run the repo health gate before commit or push to reduce doc drift and keep branches clean. Triggers on commit, push, before push, repo health, reduce drift, doc drift, clean branch.
Podman changes since training cutoff (latest: 5.8.0) — Quadlet CLI management, OCI artifacts, multi-file install, BoltDB→SQLite migration, TLS remote. Load before working with Podman.
Database management with Drizzle ORM. Use when modifying schemas, running migrations, or working with database operations.
Authoring guideline for DuckPQ/DuckTable-based Parquet storage in Quool. Covers DuckPQ initialization, table discovery and registration, CRUD operations (upsert/select/load/query), cross-table JOIN queries using the <table><sep><column> pattern, DataFrame attachment, and parquet compaction. Encourages using DuckPQ as the top-level database interface rather than operating on DuckTable in isolation.
Introspects Supabase DB after migrations and updates project db-query skill with current schema. Run after any migration to keep agent context accurate.
Use when writing raw SQL queries with GRDB, complex joins, ValueObservation for reactive queries, DatabaseMigrator patterns, query profiling under performance pressure, or dropping down from SQLiteData for performance - direct SQLite access for iOS/macOS
Prisma changes since training cutoff (latest: 7.3) — v7 ESM rewrite, prisma-client generator, driver adapters, prisma.config.ts, TypedSQL, SQL comments. Load before working with Prisma.
Use when adding/modifying database columns, encountering "FOREIGN KEY constraint failed", "no such column", "cannot add NOT NULL column" errors, or creating schema migrations for SQLite/GRDB/SQLiteData - prevents data loss with safe migration patterns and testing workflows for iOS/macOS apps
First-run setup wizard for the memory system. Creates directory structure, config, and starter files. Use when: (1) First time using Miracle Infrastructure, (2) "Initialize memory", (3) Setting up on new machine. Triggers: "/memory-init", "initialize memory", "setup memory".
Reset the development MySQL database by copying the test scenario SQL dump to the Docker init directory, replacing the database name from memoWikisTest to memoWikis_dev, and reinitializing the MySQL container. Use this skill when the user wants to reset, recreate, or reinitialize the development database.
Create Hasura database migrations for EduHub. Use when adding tables, columns, constraints, or any database schema changes. Also use after schema changes to ensure migrations are created.
Generate a Rush change file for the current branch, handling merge-commit false positives automatically. Run with /rush-change.
Speed up slow product and order queries with proper indexing, query analysis, read replicas, and search engine offloading strategies
Create, review, test, and rollback Alembic database migrations for OPRE OPS. Use this skill whenever the user mentions database migrations, alembic, schema changes, adding/modifying columns or tables, model changes that need migration, or "migrate the database". Also use when a model change has been made and the user needs to generate the corresponding migration.
Plan safe migrations for databases, APIs, data formats, or infrastructure with rollback strategy, validation, and staged execution. Triggers: "migration plan", "database migration", "API migration", "data migration", "schema change".
本地记忆系统，将 Markdown 文件索引到 SQLite 实现跨会话语义搜索。当用户提到：记忆、memory、知识库、索引笔记、搜索记忆、跨会话记忆、记住这个、memory search、memory index、memory status、回忆、查找记忆 时触发。支持增量索引、混合搜索（向量+全文）、记忆添加和清理。
Run post-deployment integration tests for Azure resources. Verify Function Apps, Storage Accounts, Databases, App Services are healthy and accessible. Use after successful Azure deployment.
