数据库
数据库管理与查询
effect-best-practices
Makisuo
Enforces Effect-TS patterns for services, errors, layers, and atoms. Use when writing code with Effect.Service, Schema.TaggedError, Layer composition, or effect-atom React components.
performance-analyzer
kanopi
Automatically analyze performance issues when user mentions slow pages, performance problems, or optimization needs. Performs focused performance checks on specific code, queries, or components. Invoke when user says "this is slow", "performance issue", "optimize", or asks about speed.
wrangler
Dicklesworthstone
"Deploy and manage Cloudflare Workers, Pages, KV, R2, D1, and other Cloudflare services using the wrangler CLI."
supabase
Dicklesworthstone
"Manage Supabase projects, databases, migrations, Edge Functions, and storage using the supabase CLI."
trigger-config
triggerdotdev
Configure Trigger.dev projects with trigger.config.ts. Use when setting up build extensions for Prisma, Playwright, FFmpeg, Python, or customizing deployment settings.
active-interleave
plurigrid
Interleaves context from recently active Claude/Amp threads into current activity via random walk.
tanstack-query
acedergren
TanStack Query v5 expert guidance - migration gotchas (v4→v5 breaking changes), performance pitfalls (infinite refetch loops, staleness traps), and decision frameworks (when NOT to use queries, SWR vs React Query trade-offs). Use when: (1) debugging v4→v5 migration errors (gcTime, isPending, throwOnError), (2) infinite refetch loops, (3) SSR hydration mismatches, (4) choosing between React Query vs SWR vs fetch, (5) optimistic update patterns not working. NOT for basic setup (see official docs). Focuses on non-obvious decisions and patterns that cause production issues. Triggers: React Query, TanStack Query, v5 migration, refetch loop, stale data, SSR hydration, query invalidation, optimistic updates debugging.
migrate
acedergren
Monorepo migration orchestrator — scripted bulk import path changes, package renames, and file moves with deduplication, type verification, and atomic commits. Use for @portal/* package migrations, import path refactors, and module reorganizations.
appwrite-python
appwrite
Appwrite Python SDK skill. Use when building server-side Python applications with Appwrite, including Django, Flask, and FastAPI integrations. Covers user management, database/table CRUD, file storage, and functions via API keys.
configurator-schema
saleor
"Config.yml schema, entity structure, and validation rules. Use when asking about YAML format, required fields, entity identification, or config validation errors. Do NOT use for general YAML questions unrelated to Saleor Configurator."
test-generator
armanzeroeight
Generates dbt tests including schema tests, data quality tests, and freshness checks. Use when adding tests to dbt models or implementing data quality validation.
model-builder
armanzeroeight
Creates dbt models with proper layering (staging, marts), incremental strategies, and documentation. Use when creating dbt models, organizing data transformations, or implementing incremental models.
xgate-server
daydreamsai
Queries the xgate-server API for services, agents, and on-chain data. Use when looking up x402 services, ERC-8004 agents, or token transfer history.
azure-cost-optimizer
armanzeroeight
Analyzes Azure costs and provides optimization recommendations including reserved instances, rightsizing, and unused resources. Use when optimizing Azure spending or analyzing Azure costs.
security-group-analyzer
armanzeroeight
Audit AWS security groups for overly permissive rules and security vulnerabilities. Use when reviewing AWS security, auditing security groups, or improving network security posture.
Using h5i-db (for AI agents)
h5i-dev
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pandasai
vamseeachanta
Conversational data analysis using natural language queries on DataFrames. Chat with your data using LLMs to generate insights, create visualizations, and explain code.
polars
vamseeachanta
High-performance DataFrame library for fast data processing with lazy evaluation, parallel execution, and memory efficiency
sf-soql
Jaganpro
Advanced SOQL skill with natural language to query generation, query optimization, relationship traversal, aggregate functions, and performance analysis. Build efficient queries that respect governor limits and security requirements.
sf-debug
Jaganpro
Salesforce debugging and troubleshooting skill with log analysis, governor limit detection, and agentic fix suggestions. Parse debug logs, identify performance bottlenecks, analyze stack traces, and automatically suggest fixes.
acsets-relational-thinking
plurigrid
ACSets (Attributed C-Sets) for categorical database design and DPO rewriting
2600-magazine
plurigrid
Query and explore the 2600: The Hacker Quarterly magazine archive (1984-present) via DuckDB. Provides structured access to 168+ issues covering hacker culture, security, privacy, telephony, and digital rights without loading full content into context.
acset-superior-measurement
plurigrid
Measure ACSets better than authors via surjectivity gadgets, Betti numbers,
dotnet-testing-advanced-testcontainers-database
kevintsengtw
使用 Testcontainers 進行容器化資料庫測試的專門技能。當需要測試真實資料庫行為、使用 SQL Server/PostgreSQL/MySQL 容器、測試 EF Core/Dapper 時使用。涵蓋容器啟動、資料庫遷移、測試隔離、容器共享等。 Keywords: testcontainers, 容器測試, container testing, database testing, 資料庫測試, MsSqlContainer, PostgreSqlContainer, MySqlContainer, EF Core testing, Dapper testing, Testcontainers.MsSql, Testcontainers.PostgreSql, GetConnectionString, IAsyncLifetime, CollectionFixture