GitHub
neon-db-expert
A specialized guide for Serverless Postgres development, enforcing connection pooling, schema-as-code, and MCP-driven database inspection.
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GitHub
lotus-analyze-nsf-structure
Analyze Lotus Notes NSF database file structure, data models, views, forms, and relationships. Use when understanding NSF database composition, mapping field structures, identifying data dependencies, extractin...
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GitHub
managing-databases
Generates secure, owner-only admin dashboards for PostgreSQL or MongoDB. Capable of handling schema definitions, operational tasks, and basic CRUD, with flexible security models.
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GitHub
data-quality-framework
Framework for ensuring data quality
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GitHub
data-migration-versioning
Systematic data format migration and versioning for backward-compatible schema changes. Use when adding version field, migrating data formats (JSON, YAML, SQLite), supporting multiple schema versions, or upgrad...
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GitHub
data-quality-enforcement
Enforce data quality rules and validations on pilot data streams and repositories. Use when checking for missing values, schema compliance, consistency issues, or anomalies before analysis and reporting.
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GitHub
metabase-query-dev
Metabase Dev環境からデータを取得・エクスポートするSkill。フルスキャンクエリを検出し、最適化を提案します。
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GitHub
clickhouse-materialized-views
Guide for implementing real-time data aggregation and transformation pipelines using ClickHouse materialized views. Use when building real-time dashboards, streaming analytics, metrics aggregation, event proces...
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GitHub
frontend-server-state-tanstack-query
TanStack Query を使って勤怠データを扱う。queryKey設計、infinite/pagination、mutation、楽観更新、エラー/リトライ、キャッシュ無効化の運用を固定する。
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GitHub
notebooks-back-end
Use when working with DuckDB databases, Makefiles, or building/deploying notebooks. Triggers on DuckDB queries, database creation, Makefile editing, make targets (build, data, etl), GitHub Actions workflows, CI...
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GitHub
kafka-consumer-implementation
Implement type-safe Kafka consumers for event consumption with msgspec deserialization. Use when building async consumers that process domain events (order messages, transactions) with offset management, error...
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GitHub
clickhouse-operations
Complete ClickHouse operations guide for DevOps and SRE teams managing production deployments. Provides practical guidance on monitoring essential metrics (query latency, throughput, memory, disk), introspectin...
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GitHub
clickhouse-kafka-validation
Implement defense-in-depth validation patterns for ClickHouse + Kafka data pipelines. Covers producer validation (msgspec schemas), consumer validation (anti-corruption layers), ClickHouse error streaming (kafk...
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GitHub
mcp-tool-definition
best practices for defining MCP tools using JSON schemas. Use this to design robust `inputSchema`, `outputSchema`, and `annotations` that guide the model effectively.
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GitHub
c4-diagrams
C4 model architecture diagrams
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GitHub
tabular-ml-modeling
State-of-the-art machine learning for large-scale tabular data (millions of rows, thousands of features). Use when building predictive models on tabular/structured data including regression and classification t...
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GitHub
clone-project
This skill should be used when users want to create a new gallery project for the personal portfolio website. Trigger phrases include "create gallery project", "clone project", "add portfolio project", "new cas...
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GitHub
architect-agent-skill
Technical workflow for architect-agent - PRD creation with mandatory database context, entity design with Zod, iteration review, and agent coordination in the iterative v2.0 system
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GitHub
vtm-expert
Virtual Task Manager domain expert. Knows about: - Next, Context, Task, Start, Complete, Stats, List operations Use when: - User asks about task management operations - Context needed before starting work - R...
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GitHub
memory-bank
프로젝트 작업 계획 및 진행 상황을 체계적으로 관리하는 문서 시스템. 작업 시작 전, 작업 중, 작업 완료 후 반드시 사용. PRD 확인, TODO 업데이트, 대작업 폴더 생성 및 관리 시 사용
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GitHub
learning-cohort-manager
cohort-manager for learning operations and program management.
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GitHub
planificador-mvp
Crea planes de implementación realistas para MVPs de 2-4 semanas. Define alcance mínimo, stack tecnológico, tareas priorizadas y cronograma. Úsalo después de validar una idea para planificar la construcción del...
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GitHub
awesome-thinking
A structured framework for dynamic and reflective problem-solving through sequential thoughts. Use when tackling complex, multi-step problems that require careful analysis, revision of assumptions, or explorati...
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GitHub
project-memory-store
Store project-specific insights and context into file-based memory. Use after completing tasks that reveal important details about THIS codebase. Use when user says "--project-store" or "--learn" (you decide wh...
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