database-designer
设计和优化数据库模式，支持PostgreSQL、MySQL、SQLite和MongoDB。包括ER建模、规范化、索引优化和迁移脚本生成。
argentos-installer-sync
Sync the ArgentOS hosted installer from the source repo to the website. Use when the installer script changes, when Codex merges installer PRs, when the live install.sh is stale or broken, when onboarding fails on a clean machine, or when anyone mentions "installer sync", "install.sh", "stale installer", or "onboard crash".
neumann-migrate
Migrate data to Neumann from other databases. Use when moving data from PostgreSQL, MySQL, MongoDB, Neo4j, Pinecone, Redis, or other systems to Neumann.
neumann-query
Write correct Neumann database queries. Use when writing NODE, EDGE, EMBED, SIMILAR, ENTITY, VAULT, CACHE, BLOB, CHECKPOINT, CHAIN, or CLUSTER commands, or any Neumann SQL query.
db-migrate
Create database migrations using Drizzle Kit. Use when adding/modifying tables, columns, or indexes. Ensures schema.ts and migrations stay in sync.
mongodb-query-optimizer
Help with MongoDB query optimization and indexing. Use only when the user asks for optimization or performance: "How do I optimize this query?", "How do I index this?", "Why is this query slow?", "Can you fix my slow queries?", "What are the slow queries on my cluster?", etc. Do not invoke for general MongoDB query writing unless user asks for performance or index help. Prefer indexing as optimization strategy. Use MongoDB MCP when available.
ducklake-test
Start duckgres with DuckLake (S3-backed storage with PostgreSQL metadata) for local testing. Use when testing duckgres against DuckLake or reproducing Fivetran sync issues.
sync-to-kag
mainリポジトリの変更をkagリポジトリにも適用する。「kagにも反映して」「kag環境にも適用して」と言われたらこのスキルを使う。mainとkagは別リポジトリなのでマージではなくチェリーピックで適用する。
toon-formatter
Token-Oriented Object Notation (TOON) format expert for 30-60% token savings on structured data. Auto-applies to arrays with 5+ items, tables, logs, API responses, database results. Supports tabular, inline, and expanded formats with comma/tab/pipe delimiters. Triggers on large JSON, data optimization, token reduction, structured data, arrays, tables, logs, metrics, TOON.
apr
Run APR (Automated Plan Reviser) workflow for FCP specification refinement. Use when asked to run APR, revision rounds, spec review, integrate GPT feedback, or harmonize docs. Handles Oracle remote setup, running rounds, integrating feedback, and syncing README/implementation docs.
save-rollback
[ROLLBACK:to-last-working]=>[SAY:plain-language|hide-git-commands]
save-rollback
When things go wrong, go back to the last working version.
chainflip-version-bump
Use when bumping the Chainflip runtime version on the (e.g. 2.1 to 2.2), removing old migrations, and updating engine/runtime versions. Triggered by phrases like "version bump", "bump to X.Y", "remove old migrations", "prepare next release".
frappe-core-cache
Use when implementing Redis caching, cache invalidation, or distributed locking in Frappe. Prevents stale cache bugs, race conditions from missing locks, and memory bloat from unbounded cache keys. Covers frappe.cache(), @redis_cache decorator, cache.get_value/set_value, cache invalidation patterns, frappe.lock, TTL strategies. Keywords: cache, Redis, redis_cache, invalidation, locking, frappe.cache, get_value, set_value, TTL, distributed lock, data not refreshing, stale data, cache not clearing, Redis error, slow repeated queries..
frappe-syntax-query-builder
Use when building database queries with frappe.qb in Frappe v14-v16. Covers the PyPika-based query builder: SELECT, INSERT, UPDATE, DELETE, joins, aggregation, subqueries, cross-DB compatibility (MariaDB/PostgreSQL), and migration from raw SQL. Prevents SQL injection and DB-specific bugs. Keywords: frappe.qb, query builder, DocType, Field, pypika, join,, frappe.qb example, how to write query, join tables, SQL replacement, parameterized query. aggregate, ImportMapper, cross-database, parameterized query.
sql-query-builder
When the user needs help writing SQL queries, analyzing data, building reports, or says 'write a query,' 'SQL help,' 'pull this data,' 'how many users,' 'funnel analysis,' 'cohort analysis,' 'retention query,' or needs to extract insights from a database.
ss14-migrations
Guide to Creating and Managing Database Migrations in SS14 (PostgreSQL and SQLite)
ss14-migrations
Guide to Creating and Managing Database Migrations in SS14 (PostgreSQL and SQLite)
ss14-migrations
Guide to Creating and Managing Database Migrations in SS14 (PostgreSQL and SQLite)
migration-readiness
Assess whether an application is ready to migrate to OpenShift. Use when the user describes an application and asks about migration, containerization, or moving to Kubernetes/OpenShift.
ss14-migrations
Guide to Creating and Managing Database Migrations in SS14 (PostgreSQL and SQLite)