数据库
数据库管理与查询
hook-schema-audit
melodic-software
Audit hook event schema for drift. Compares implementation against official docs.
spring-data-neo4j
giuseppe-trisciuoglio
Provides Spring Data Neo4j integration patterns for graph database development. Use when working with Neo4j graph databases, node entities, relationships, Cypher queries, reactive Neo4j operations, or Spring Data Neo4j repositories.
problem-framing
WellApp-ai
Frame problems using JTBD Job Stories, HMW questions, and persona validation
gtm-alignment
WellApp-ai
Align phases with GTM strategy, persona tiers, and KPI targets
tech-divergence
WellApp-ai
Evaluate technical options with scoring matrix, trigger Gate 4 for significant decisions
team-routing
WellApp-ai
Detect domain from context and find appropriate team member
design-context
WellApp-ai
Refresh UI/UX context from design system, Storybook, and codebase
notion-tool
xuiltul
Notion integration tool for searching, reading, creating, and updating pages and databases via the API. Use when: editing Notion pages, adding database rows, or searching a workspace.
notion-tool
xuiltul
Notion連携ツール。ページ・データベースの検索・取得・作成・更新をAPIで行う。 Use when: Notionページ編集、データベース行の追加、ワークスペースの検索・取得が必要なとき。
notion-tool
xuiltul
Notion 연동 도구. 페이지·데이터베이스 검색·조회·생성·갱신을 API로 수행한다. Use when: Notion 페이지 편집, 데이터베이스 행 추가, 워크스페이스 검색이 필요할 때.
news-aggregator
sandbaseai
"Aggregate news from Google News, Tavily, and Exa to get comprehensive coverage of any topic. Cross-references multiple news sources, identifies publication velocity, detects emerging stories, and provides citation-ready news intelligence."
dependency-upgrade-plan
proflead
Plan safe dependency upgrades with risk notes. Use when a mid-level developer is tasked with upgrading libraries.
graphql-query-optimizer
proflead
Optimize GraphQL queries and resolvers for performance. Use when a mid-level developer needs to reduce N+1 or payload size.
zero-downtime-migration
proflead
Plan a zero-downtime migration for data or infrastructure. Use when a senior developer needs a safe migration strategy.
architecture-paradigm-functional-core
athola
'Functional Core, Imperative Shell: isolate deterministic logic from
architecture-paradigm-hexagonal
athola
'Decouple domain logic from infrastructure using Hexagonal (Ports & Adapters)
architecture-paradigm-service-based
athola
'Coarse-grained service architecture for deployment independence without
architecture-paradigm-space-based
athola
'Data-grid architecture for high-traffic stateful workloads with linear
architecture-paradigm-event-driven
athola
'Asynchronous event-based communication to decouple producers/consumers
release-notes-drafter
proflead
Draft release notes from changes and PRs. Use when a mid-level developer needs a structured changelog.
architecture-paradigm-modular-monolith
athola
'Single deployable with enforced module boundaries for team autonomy
risk-assessment-frameworks
Hack23
Political risk indicators, institutional risk, corruption risk, democratic backsliding, early warning systems for Swedish political intelligence
performance-optimization
Hack23
Application performance tuning, JVM optimization, database query tuning, Vaadin UI performance
strategic-communication-analysis
Hack23
Narrative framing, media analysis, discourse analysis, influence assessment, information warfare detection for Swedish political intelligence