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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...
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。
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...
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...
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...
best practices for defining MCP tools using JSON schemas. Use this to design robust `inputSchema`, `outputSchema`, and `annotations` that guide the model effectively.
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...
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...
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
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...
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
cohort-manager for learning operations and program management.
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...
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...
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...
Analyse les lifelogs Limitless et extrait engagements, demandes, deadlines pour Christian Boulet
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) that ensures u...
Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.
项目架构链条化初始化和管理技能包，用于自动化项目文档维护、架构分析和代码结构优化。当需要维护项目文档一致性、分析架构风险、检查重复代码或更新模块说明时使用此技能。
Cette skill devrait être utilisée pour réviser des présentations PowerPoint selon les standards de conseil (McKinsey, BCG), avec analyse de la structure, clarté, design, storytelling et conformité DSFR. Utilise...
Breaks features into 3-8 manageable phases with clear deliverables and success criteria. Use when planning feature implementation to create testable, independently committable work units.
作業計画を立てたり遂行する際に利用するスキル。作業項目の追加、次のタスク取得、完了マークなどの機能を提供します。
Best practices for managing token usage and budgets
Execute one-off tasks (migrations, refactors, prototypes). Sets up workflow in session.md.
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